# SOUL Atlas > The open collection of SOUL.md files — structured portraits of how experts in every field think, decide, and work. A SOUL is not documentation and not a prompt: it distills the tacit judgment of a practitioner (mental models, decision frameworks, heuristics, tradeoffs, failure modes, ethics) into one consistent Markdown format. Every SOUL shares the same sections (Purpose, Mental Models, Decision Frameworks, Common Tradeoffs, Rules of Thumb, Failure Modes, Vocabulary, Scenarios, and more), so they are easy to parse and compare. The corpus currently holds 313 SOULs across 20 domains and is released under the MIT License — reuse and AI training are explicitly welcome. For each occupation, append .md, .json, or .yaml to its API path to get that format. ## Start here - [What is a SOUL?](https://soul-atlas.github.io/about): the project's premise, and how a SOUL differs from a prompt or documentation - [Browse all occupations](https://soul-atlas.github.io/occupations): the full, filterable index - [Knowledge graph](https://soul-atlas.github.io/graph): how the ways of thinking relate - [Full corpus as one document](https://soul-atlas.github.io/llms-full.txt): every SOUL inline, for ingestion ## API (machine-readable) - [API index](https://soul-atlas.github.io/api/index.json): endpoint map and build metadata - [All occupations (JSON)](https://soul-atlas.github.io/api/occupations.json): summaries, metadata, relationships - [Knowledge graph (JSON)](https://soul-atlas.github.io/api/graph.json): nodes and typed edges - [Statistics (JSON)](https://soul-atlas.github.io/api/stats.json): coverage, centrality, leaderboards, quality - [Categories (JSON)](https://soul-atlas.github.io/api/categories.json) · [Tags (JSON)](https://soul-atlas.github.io/api/tags.json) ## Healthcare - [Anesthesiologist](https://soul-atlas.github.io/api/occupations/anesthesiologist.md): Runs a patient's breathing, blood pressure, and consciousness by hand through a procedure that would otherwise be impossible, anticipating each physiologic insult before it harms. - [Audiologist](https://soul-atlas.github.io/api/occupations/audiologist.md): Thinks by localizing the lesion along the auditory pathway from the audiogram, separating conductive from sensorineural loss, catching the asymmetry that hides a tumor, then rebuilding access to sound with verified technology. - [Cardiologist](https://soul-atlas.github.io/api/occupations/cardiologist.md): Stratifies cardiovascular risk and reads the heart's electrical and mechanical signals to open occluded arteries and correct failing pumps fast enough to save muscle and life. - [Chiropractor](https://soul-atlas.github.io/api/occupations/chiropractor.md): Thinks first about ruling out the dangerous mimics of back pain, then uses hands, movement, and reassurance to get stiff joints moving while knowing exactly when to refer out. - [Dental Hygienist](https://soul-atlas.github.io/api/occupations/dental-hygienist.md): Thinks in bacterial load and host response, measures disease in millimeters and bleeding indices, and treats home-care behavior change as the real clinical lever. - [Dentist](https://soul-atlas.github.io/api/occupations/dentist.md): Preserves the function and health of a non-regenerating part of the body for a lifetime, intervening as little as disease allows while controlling the pain and fear that keep people from the chair. - [Dermatologist](https://soul-atlas.github.io/api/occupations/dermatologist.md): Reads the skin by morphology and dermoscopy to separate the benign mole from the melanoma and the harmless rash from the lethal drug reaction, choosing what to biopsy and what to watch. - [Diagnostic Medical Sonographer](https://soul-atlas.github.io/api/occupations/diagnostic-medical-sonographer.md): Creates the diagnostic image in real time by reasoning from echoes, optimizing the machine, and recognizing pathology while the patient is still on the table. - [Dietitian](https://soul-atlas.github.io/api/occupations/dietitian.md): Translates the biochemistry of nutrition into what a particular person will actually eat, using food and artificial feeding as clinical tools while guarding against the dangers of feeding itself. - [Emergency Physician](https://soul-atlas.github.io/api/occupations/emergency-physician.md): Rapidly identifies and treats immediate threats to life in undifferentiated patients, then dispositions them safely, acting decisively without ever needing a final diagnosis. - [Epidemiologist](https://soul-atlas.github.io/api/occupations/epidemiologist.md): Reads disease patterns by person, place, and time, refuses any numerator without its denominator, separates cause from confounding, and decides whether the asymmetry of harms justifies acting before the evidence is conclusive. - [Genetic Counselor](https://soul-atlas.github.io/api/occupations/genetic-counselor.md): Turns probabilistic genetic risk into something a family can decide with, building pedigrees and supporting autonomous decisions through strictly nondirective counseling. - [Home Health Aide](https://soul-atlas.github.io/api/occupations/home-health-aide.md): Keeps a frail person safe, clean, and mobile in their own home — moving bodies without injury, reading the home for hazards, and reporting change to the nurse who can act on it. - [Marriage and Family Therapist](https://soul-atlas.github.io/api/occupations/marriage-family-therapist.md): Treats the relationship system rather than the symptom-bearer — reading and shifting the patterns, boundaries, and triangles that keep a couple or family stuck, while holding multipartiality toward everyone in the room. - [Massage Therapist](https://soul-atlas.github.io/api/occupations/massage-therapist.md): Reads soft tissue by touch and treats to the nervous system's tolerance, screening hard for contraindications and knowing when not to put hands on a body at all. - [Medical Assistant](https://soul-atlas.github.io/api/occupations/medical-assistant.md): Lives on the clinical-clerical hinge of the outpatient clinic, rooming patients accurately and conducting flow while working at the top of scope and never past it. - [Medical Laboratory Scientist](https://soul-atlas.github.io/api/occupations/medical-laboratory-scientist.md): Turns a sample into a number clinicians can trust without seeing the work, guarding the whole chain from vein to report against the artifacts and errors that would make a result lie. - [Mental Health Counselor](https://soul-atlas.github.io/api/occupations/mental-health-counselor.md): Builds a therapeutic relationship strong enough to hold change, then uses it with matched evidence-based methods to reduce a client's suffering over a long clinical arc. - [Midwife](https://soul-atlas.github.io/api/occupations/midwife.md): Safeguards normal birth by trusting physiology while watching for the moment it stops being normal, escalating to medical care at exactly the right time and keeping the woman in control. - [Neurologist](https://soul-atlas.github.io/api/occupations/neurologist.md): Localizes the lesion from history and examination before naming it, and acts inside the time window where the nervous system can still be saved — because neurons, once lost, do not return. - [Nuclear Medicine Technologist](https://soul-atlas.github.io/api/occupations/nuclear-medicine-technologist.md): Turns the patient into the imaging source by safely preparing and administering radiopharmaceuticals, reasoning in decay math and ALARA while acquiring images of physiology. - [Nurse Anesthetist](https://soul-atlas.github.io/api/occupations/nurse-anesthetist.md): Holds the physiology of a deliberately helpless patient moment to moment through induction, maintenance, and emergence, with continuous vigilance as the core value. - [Nurse Practitioner](https://soul-atlas.github.io/api/occupations/nurse-practitioner.md): A diagnostician who never stopped being a nurse: autonomously manages the common and chronic, recognizes the dangerous, and knows precisely the edge of its own competence. - [Nursing Assistant](https://soul-atlas.github.io/api/occupations/nursing-assistant.md): Closest to the patient and first to notice change, doing intimate ADL care with dignity intact while serving as the eyes of the unit and reporting up to the nurse. - [Obstetrician-Gynecologist](https://soul-atlas.github.io/api/occupations/obstetrician-gynecologist.md): Carries two patients through birth knowing their interests can diverge, manages labor and obstetric emergencies, and treats reproductive disease while keeping preference-sensitive choices genuinely the patient's own. - [Occupational Therapist](https://soul-atlas.github.io/api/occupations/occupational-therapist.md): Matches person, environment, and occupation until daily life works again — adapting the task as readily as it rebuilds the body, with meaning as the engine. - [Occupational Therapy Assistant](https://soul-atlas.github.io/api/occupations/occupational-therapy-assistant.md): Implements the occupational therapist's plan by engaging patients in meaningful activity graded to the just-right challenge, restoring the ability to do daily occupations. - [Oncologist](https://soul-atlas.github.io/api/occupations/oncologist.md): Stages cancer, matches the patient to the line of therapy whose benefit justifies its toxicity, and keeps the goals of care — cure, control, or comfort — honest and shared as the disease evolves. - [Ophthalmologist](https://soul-atlas.github.io/api/occupations/ophthalmologist.md): Examines the eye with micron-scale precision to localize problems along the visual axis, catches vision-threatening emergencies before damage becomes permanent, and restores sight medically or with microsurgery. - [Optometrist](https://soul-atlas.github.io/api/occupations/optometrist.md): Thinks in two parallel tracks — making the world sharp through refraction while hunting the asymptomatic sight-threatening disease behind every routine eye exam, and knowing when the eye belongs to a surgeon. - [Orthotist and Prosthetist](https://soul-atlas.github.io/api/occupations/orthotist-prosthetist.md): Designs and fits orthoses and prostheses by managing forces through the device into living tissue, reading gait, dialing socket fit, and balancing function, comfort, and cosmesis a patient will accept. - [Paramedic](https://soul-atlas.github.io/api/occupations/paramedic.md): Brings the first hour of medicine to people where they fall, deciding fast what is killing them and stabilizing for transport with the resources actually on the truck. - [Pathologist](https://soul-atlas.github.io/api/occupations/pathologist.md): Renders the diagnosis behind the diagnosis from tissue, cells, and lab data — gating on specimen adequacy and correlating with the clinical picture so the verdict the tissue carries is the one acted on. - [Pediatrician](https://soul-atlas.github.io/api/occupations/pediatrician.md): Keeps each child growing, developing, and safe, catching the dangerous illness early in a patient who cannot describe it and treating the whole family around them. - [Pharmacist](https://soul-atlas.github.io/api/occupations/pharmacist.md): The last expert check between a prescription and a body, ensuring every medication is appropriate, safe, and effective for the specific patient and that they can use it correctly. - [Pharmacy Technician](https://soul-atlas.github.io/api/occupations/pharmacy-technician.md): Fills prescriptions accurately and accounts for every dose — matching the NDC, counting and labeling without error, and flagging anything that doesn't add up to the pharmacist rather than guessing. - [Phlebotomist](https://soul-atlas.github.io/api/occupations/phlebotomist.md): Thinks of every lab value as a measurement of the specimen, not the patient, and works backward through order of draw, vein anatomy, and identity to make the two match. - [Physical Therapist](https://soul-atlas.github.io/api/occupations/physical-therapist.md): Restores movement and function by loading the body in the right dose at the right time, hunting the driver behind the symptom, and coaching patients to manage themselves. - [Physical Therapist Assistant](https://soul-atlas.github.io/api/occupations/physical-therapist-assistant.md): Implements the physical therapist's plan of care — guarding gait, grading exercise to the just-right challenge, and knowing the moment a patient's response means stop and call the PT. - [Physician](https://soul-atlas.github.io/api/occupations/physician.md): Converts incomplete, noisy clinical information into the most probable diagnosis and least harmful effective treatment for one patient at a time, under unrelenting uncertainty. - [Physician Assistant](https://soul-atlas.github.io/api/occupations/physician-assistant.md): Practices medicine as a broad generalist within a collaborative relationship with a physician, owning common presentations and knowing precisely when to curbside or refer. - [Podiatrist](https://soul-atlas.github.io/api/occupations/podiatrist.md): Reads the foot as a kinetic chain and a healing-perfusion problem, treats every painless wound on an at-risk foot as a limb emergency, and exhausts conservative mechanics before cutting. - [Psychiatrist](https://soul-atlas.github.io/api/occupations/psychiatrist.md): Relieves mental suffering by distinguishing the biological, psychological, and social drivers of distress and choosing the treatment that fits the cause and the person, while keeping them safe. - [Psychologist](https://soul-atlas.github.io/api/occupations/psychologist.md): Builds an accurate, testable model of why a person thinks, feels, and acts as they do, then reduces suffering with methods shown to work while distrusting clinical certainty. - [Radiologic Technologist](https://soul-atlas.github.io/api/occupations/radiologic-technologist.md): Balances the constant tension between a diagnostic image and the dose it costs, optimizing kVp, mAs, positioning, and collimation to answer the clinical question the first time at the lowest reasonable exposure. - [Radiologist](https://soul-atlas.github.io/api/occupations/radiologist.md): Turns shadows of tissue into a diagnosis that changes care, extracting maximum true information from an image while resisting both missing what is there and seeing what is not. - [Recreational Therapist](https://soul-atlas.github.io/api/occupations/recreational-therapist.md): Engineers meaningful activity into measurable clinical gain, adapting recreation to disability and building the intrinsic motivation and leisure skills that outlast discharge. - [Registered Nurse](https://soul-atlas.github.io/api/occupations/registered-nurse.md): Keeps patients physiologically stable and humanly cared for across the whole shift, catching deterioration early and advocating for the patient when no one else is in the room. - [Rehabilitation Counselor](https://soul-atlas.github.io/api/occupations/rehabilitation-counselor.md): Aims a person with a disability at work and independent living by matching residual function to job demands, engineering away barriers, and keeping the client's own informed choice at the center. - [Respiratory Therapist](https://soul-atlas.github.io/api/occupations/respiratory-therapist.md): Manages gas exchange at the edge of life support — reading the blood gas, titrating the least support that works, and protecting the lung from the machine saving it. - [Speech-Language Pathologist](https://soul-atlas.github.io/api/occupations/speech-language-pathologist.md): Localizes where communication or swallowing breaks down, then negotiates the line between airway safety and a patient-defined life worth living. - [Substance Abuse Counselor](https://soul-atlas.github.io/api/occupations/substance-abuse-counselor.md): Works with rather than against a client's ambivalence — evoking their own reasons for change, treating addiction as a chronic relapsing disease, and keeping them alive across setbacks. - [Surgeon](https://soul-atlas.github.io/api/occupations/surgeon.md): Knows when controlled, deliberate injury is worth it, executes the operation flawlessly when it is, and refuses it when the knife would harm more than it helps. - [Surgical Technologist](https://soul-atlas.github.io/api/occupations/surgical-technologist.md): Owns the sterile field and the surgical count, anticipating the surgeon's next instrument and treating the reconciled count as a hard safety gate before closure. - [Veterinarian](https://soul-atlas.github.io/api/occupations/veterinarian.md): Diagnoses and treats patients that cannot speak, across species, balancing animal welfare, the owner's wishes and means, and public safety — and knowing when the kindest medicine is to stop. ## Science - [Anthropologist](https://soul-atlas.github.io/api/occupations/anthropologist.md): Takes another way of life seriously on its own terms through long immersion, then translates its insider logic to outsiders without erasing the difference. - [Archaeologist](https://soul-atlas.github.io/api/occupations/archaeologist.md): Reads past human behavior from material residue, treating excavation as irreversible destruction and the record of context as the only knowledge that survives. - [Astronomer](https://soul-atlas.github.io/api/occupations/astronomer.md): Infers the nature of objects that can never be touched or experimented on from the light they emit, wringing reliable signal from noise and reasoning from biased samples to robust truth. - [Biochemist](https://soul-atlas.github.io/api/occupations/biochemist.md): How an expert biochemist thinks: explaining life as molecular mechanism through calibrated assays, kinetics, and purification where every number is controlled and defensible. - [Biologist](https://soul-atlas.github.io/api/occupations/biologist.md): How an excellent biologist thinks: designing controlled, replicated studies that find signal in living variability and reading every result through the logic of evolution. - [Botanist](https://soul-atlas.github.io/api/occupations/botanist.md): How a botanist identifies, names, and classifies plants with verifiable rigor anchored to specimens, types, and the Code. - [Cartographer](https://soul-atlas.github.io/api/occupations/cartographer.md): How a mapmaker thinks: no projection is perfect, so distortion is chosen consciously, data is normalized before it is shaded, and the honest map lies legibly. - [Chemist](https://soul-atlas.github.io/api/occupations/chemist.md): How an excellent chemist thinks: reasoning from structure and mechanism, balancing thermodynamics against kinetics, and proving identity and purity with orthogonal methods. - [Conservation Scientist](https://soul-atlas.github.io/api/occupations/conservation-scientist.md): How a conservation scientist thinks: working land managed for sustained yield and ecological function together, conservation over preservation, and trust as the limiting nutrient. - [Ecologist](https://soul-atlas.github.io/api/occupations/ecologist.md): How an ecologist draws causal conclusions about distribution and abundance from a noisy, mostly unreplicable field world. - [Economist](https://soul-atlas.github.io/api/occupations/economist.md): Reasons at the margin about choice under scarcity, hunting exogenous variation to separate cause from correlation and counting the cost of what does not happen. - [Food Scientist](https://soul-atlas.github.io/api/occupations/food-scientist.md): How a food scientist thinks: water activity as the master variable, stacking hurdles for safety, and engineering food that stays safe, stable, and acceptable at industrial scale. - [Geneticist](https://soul-atlas.github.io/api/occupations/geneticist.md): How an expert reasons from DNA variation through transmission to phenotype, separating genetic from environmental and causal from correlated. - [Geographer](https://soul-atlas.github.io/api/occupations/geographer.md): How a geographer thinks: where is a variable not a footnote, scale and units change the answer, near things are more related, and area data cannot indict individuals. - [Geologist](https://soul-atlas.github.io/api/occupations/geologist.md): Reads process from product across deep time, reconstructing Earth's history from an incomplete rock record while holding multiple working hypotheses until field evidence forces a choice. - [Historian](https://soul-atlas.github.io/api/occupations/historian.md): Reconstructs the past from an incomplete, biased record by interrogating sources and the silences around them, while resisting presentism and the comfort of inevitability. - [Hydrologist](https://soul-atlas.github.io/api/occupations/hydrologist.md): How a hydrologist thinks: close the water balance, read the hydrograph, treat the 100-year flood as an annual probability, and design knowing stationarity is dead. - [Linguist](https://soul-atlas.github.io/api/occupations/linguist.md): Describes how language actually works by treating it as a natural object to observe rather than manners to enforce, separating what speakers know from what they think they know. - [Materials Scientist](https://soul-atlas.github.io/api/occupations/materials-scientist.md): How an expert in materials reasons through the structure-property-processing-performance tetrahedron, treating defects as controls and every failure as a lesson. - [Mathematician](https://soul-atlas.github.io/api/occupations/mathematician.md): Establishes necessary truth by proof rather than evidence, working from definitions and axioms, killing conjectures with counterexamples, and chasing the elegant argument. - [Meteorologist](https://soul-atlas.github.io/api/occupations/meteorologist.md): How an expert forecaster reasons under irreducible atmospheric chaos — diagnosing ingredients, reading ensemble spread, departing from model guidance, and warning honestly about uncertainty. - [Microbiologist](https://soul-atlas.github.io/api/occupations/microbiologist.md): How an expert microbiologist thinks: invisible populations inferred from indirect signs, contamination assumed until disproven, and growth, identity, and susceptibility defended by controls. - [Neuroscientist](https://soul-atlas.github.io/api/occupations/neuroscientist.md): Thinks in levels of analysis and earns causal claims about the brain through perturbation, treating every measurement as a proxy and every correlation as a suspect. - [Oceanographer](https://soul-atlas.github.io/api/occupations/oceanographer.md): How an expert reads the ocean as one coupled system — fingerprinting water masses by T-S signature, computing currents from density, and extracting climate signal from a chronically undersampled sea. - [Pharmacologist](https://soul-atlas.github.io/api/occupations/pharmacologist.md): How an expert quantifies the relationship between drug concentration, receptor binding, and biological effect to predict the right dose, route, and schedule. - [Philosopher](https://soul-atlas.github.io/api/occupations/philosopher.md): Renders vague or obvious claims into explicit arguments, then tests them with counterexamples, distinctions, and thought experiments until only what survives the reasons is held. - [Physicist](https://soul-atlas.github.io/api/occupations/physicist.md): How an excellent physicist thinks: reducing nature to predictive models, checking units and limits, and quoting every result with an honest error bar. - [Political Scientist](https://soul-atlas.github.io/api/occupations/political-scientist.md): Explains how power is acquired, exercised, and constrained by treating the polity as something to measure, model, and compare, while wringing credible causal claims from a world that resists experiment. - [Research Scientist](https://soul-atlas.github.io/api/occupations/research-scientist.md): Converts ignorance into reliable knowledge by framing falsifiable hypotheses, designing controlled experiments, and quantifying uncertainty so a skeptic can reproduce the result. - [Sociologist](https://soul-atlas.github.io/api/occupations/sociologist.md): Makes the invisible patterns of collective life visible — linking private troubles to public issues and treating the taken-for-granted as something that must be explained rather than assumed. - [Statistician](https://soul-atlas.github.io/api/occupations/statistician.md): Turns noisy, imperfect data into calibrated belief — estimates with honest uncertainty — by reasoning about how the data were generated and how an analysis could be fooling itself. - [Toxicologist](https://soul-atlas.github.io/api/occupations/toxicologist.md): How an expert places a substance on its dose-response curve, separates hazard from risk, and derives defensible safe levels under honest uncertainty. - [Zoologist](https://soul-atlas.github.io/api/occupations/zoologist.md): How a zoologist describes, classifies, and explains animals and behavior across proximate and ultimate levels while resisting anthropomorphism and observer effects. ## Skilled Trades - [Aircraft Mechanic](https://soul-atlas.github.io/api/occupations/aircraft-mechanic.md): How an expert aircraft mechanic keeps aircraft airworthy through approved data, traceable parts, AD compliance, and torque-and-safety discipline, with documentation as part of the work itself. - [Arborist](https://soul-atlas.github.io/api/occupations/arborist.md): How an expert arborist reads a tree's biology and biomechanics to prune it right, judges where it will fail, and dismantles it under controlled rigging without harming the crew or the targets below. - [Automotive Mechanic](https://soul-atlas.github.io/api/occupations/auto-mechanic.md): Finds the actual cause of a vehicle fault before replacing anything, fixing the root not the symptom, and never returns a car to the road with a safety defect. - [Boilermaker](https://soul-atlas.github.io/api/occupations/boilermaker.md): How an expert boilermaker thinks: a pressure vessel stores energy, every code weld must be qualified and proven, and no shortcut survives the discipline that failure is catastrophic. - [Carpenter](https://soul-atlas.github.io/api/occupations/carpenter.md): Turns moving wood into square, plumb, level, load-bearing structure and tight-jointed finish, working everything to a single reference so error never compounds. - [Diesel Mechanic](https://soul-atlas.github.io/api/occupations/diesel-mechanic.md): How an expert diesel mechanic diagnoses to root cause across fuel, air, compression, and electronics, reads codes and smoke as symptoms, and repairs emissions systems rather than defeating them. - [Drywall Installer](https://soul-atlas.github.io/api/occupations/drywall-installer.md): How a drywall finisher thinks in planes and raking light, matching board, mud, and level of finish to the surface the room will actually reveal. - [Electrician](https://soul-atlas.github.io/api/occupations/electrician.md): Moves electrical energy to where it does work without fire or shock, treating every conductor as live until a meter proves otherwise and the ground path as the safety system. - [Elevator Installer](https://soul-atlas.github.io/api/occupations/elevator-installer.md): How an elevator constructor thinks: track the car as a suspended mass, never work under it unblocked, and prove every safety before the public rides. - [Flooring Installer](https://soul-atlas.github.io/api/occupations/flooring-installer.md): How a flooring installer thinks about moisture, movement, and layout — treating subfloor prep and the moisture test as the real job beneath the visible surface. - [Glazier](https://soul-atlas.github.io/api/occupations/glazier.md): How an expert glazier thinks about a brittle material in a moving building, picking glass by how it must break and protecting the seal and the bond that no one can see. - [Heavy Equipment Operator](https://soul-atlas.github.io/api/occupations/heavy-equipment-operator.md): Controls tons of force with finesse to move earth and place loads to grade, reading ground, slope, and load charts to stay upright and keep people out of the danger zone. - [HVAC Technician](https://soul-atlas.github.io/api/occupations/hvac-technician.md): Moves heat and humidity where people want them by reading the refrigeration cycle through superheat and subcooling, balancing airflow, and keeping combustion vented and carbon monoxide out. - [Ironworker](https://soul-atlas.github.io/api/occupations/ironworker.md): How an expert ironworker thinks in stable structural states and engineered connections, keeping a half-built frame standing while tensioning every bolt to spec at lethal height. - [Jeweler](https://soul-atlas.github.io/api/occupations/jeweler.md): How a master jeweler thinks: inspect at 10x, build settings for decades of wear, control heat around fragile stones, and disclose every material honestly. - [Lineworker](https://soul-atlas.github.io/api/occupations/lineworker.md): How an expert lineworker keeps the energized grid running and safe, thinking constantly about current paths, minimum approach distance, and proving lines dead before trusting them. - [Locksmith](https://soul-atlas.github.io/api/occupations/locksmith.md): How an expert locksmith thinks about access as a system, opens locks by feel before force, designs key control, and verifies authority before any mechanism is touched. - [Machinist](https://soul-atlas.github.io/api/occupations/machinist.md): Turns drawings into metal parts within thousandths of an inch by controlling cutting, rigidity, and measurement, protecting the irreversible final dimension and proving conformance. - [Mason](https://soul-atlas.github.io/api/occupations/mason.md): Lays brick, block, and stone true, plumb, and level so the wall carries load in compression, sheds water, and moves with the seasons without cracking, for generations. - [Millwright](https://soul-atlas.github.io/api/occupations/millwright.md): How an expert millwright thinks in thousandths and vibration signatures, setting heavy machinery on rigid foundations and aligning shafts so they reach design life instead of failing early. - [Painter](https://soul-atlas.github.io/api/occupations/painter.md): How a master painter thinks in coating systems and adhesion, wins the job in the prep nobody sees, and hits a target film thickness rather than a color. - [Pipefitter](https://soul-atlas.github.io/api/occupations/pipefitter.md): How an expert pipefitter thinks: fit-up owns the weld, hot pipe must be free to move, and no line is trusted until it holds its pressure test. - [Plumber](https://soul-atlas.github.io/api/occupations/plumber.md): Keeps clean water in and dirty water out, isolating the pressurized potable supply from the gravity-fed waste system so the two never mix and sewer gas never enters. - [Roofer](https://soul-atlas.github.io/api/occupations/roofer.md): How an expert roofer thinks in drainage planes and laps, sheds water by geometry first and materials second, and never trusts a roof to sealant. - [Sheet Metal Worker](https://soul-atlas.github.io/api/occupations/sheet-metal-worker.md): How an expert sheet metal worker thinks in flat-pattern geometry and static-pressure budgets, fabricating sealed duct that delivers the design airflow without choking the fan. - [Solar Installer](https://soul-atlas.github.io/api/occupations/solar-installer.md): How a PV installer thinks: size strings for the coldest morning, attach to structure and flash every hole, and de-energize the array boundary for the firefighter. - [Surveyor](https://soul-atlas.github.io/api/occupations/surveyor.md): How an expert surveyor reconciles measurement, law, and old monuments, finding where a boundary legally is rather than where geometry alone would put it, and tying every position to a datum. - [Tile Setter](https://soul-atlas.github.io/api/occupations/tile-setter.md): How a tile setter thinks in assemblies — fighting deflection and water by matching substrate, mortar, coverage, and movement joints to the TCNA Handbook. - [Tool and Die Maker](https://soul-atlas.github.io/api/occupations/tool-and-die-maker.md): How a master toolmaker thinks: build the tool one tolerance tighter than the part, machine soft then harden then grind, and design for a million cycles. - [Welder](https://soul-atlas.github.io/api/occupations/welder.md): Fuses metal into joints as strong as the parent material by controlling the weld pool, heat input, and metallurgy so the deposit holds under load and passes non-destructive testing. - [Wind Turbine Technician](https://soul-atlas.github.io/api/occupations/wind-turbine-technician.md): How a wind tech thinks: lock the rotor and yaw before entering the swept path, torque bolts to preload and re-check them, and let the weather window own the schedule. ## Business - [Accountant](https://soul-atlas.github.io/api/occupations/accountant.md): Thinks in double-entry and accrual, treating reconciliation and the audit trail as the test of truth and recognition timing as the heart of the craft. - [Bookkeeper](https://soul-atlas.github.io/api/occupations/bookkeeper.md): How a disciplined bookkeeper thinks: reconcile or it didn't happen, timely beats perfect-but-late, never guess a category, and hand the accountant books that tie. - [Budget Analyst](https://soul-atlas.github.io/api/occupations/budget-analyst.md): Thinks as the defender of the number: builds and challenges budgets, decomposes variances, and holds every cost center accountable to its approved plan across the annual cycle. - [Business Analyst](https://soul-atlas.github.io/api/occupations/business-analyst.md): Recovers the real problem under stated requests, then writes testable, prioritized, traceable requirements and kills work that won't deliver value. - [Chief Executive](https://soul-atlas.github.io/api/occupations/chief-executive.md): How a CEO thinks: allocating scarce capital and attention, owning the board and the outcome, treating culture as the residue of decisions, and carrying lonely accountability. - [Cost Estimator](https://soul-atlas.github.io/api/occupations/cost-estimator.md): Thinks as the pricer of uncertainty: turns incomplete drawings and unknown future prices into a single defensible number with its accuracy band, contingency, and escalation stated. - [Customer Success Manager](https://soul-atlas.github.io/api/occupations/customer-success-manager.md): How an excellent CSM thinks: in customer outcomes and net revenue retention, treating each account as a portfolio of churn risk and expansion opportunity to be managed early, not reactively. - [Engineering Manager](https://soul-atlas.github.io/api/occupations/engineering-manager.md): How an excellent engineering manager thinks: as a force multiplier balancing delivery, people, and direction so the team's output exceeds the sum of its individuals. - [Entrepreneur](https://soul-atlas.github.io/api/occupations/entrepreneur.md): How an excellent founder treats a venture as a search for a repeatable business model under uncertainty, learning faster than they burn and scaling only what is proven. - [Fundraiser](https://soul-atlas.github.io/api/occupations/fundraiser.md): How a development professional thinks: stewarding donor relationships through a moves-management pipeline, framing a donor-centric case, making the ask, and treating retention as the real engine. - [Human Resources Manager](https://soul-atlas.github.io/api/occupations/human-resources-manager.md): Balances real care for employees with hard accountability, holds fairness and legal compliance as the floor, and builds people systems and psychological safety so trust drives performance. - [Management Consultant](https://soul-atlas.github.io/api/occupations/management-consultant.md): Thinks hypothesis-first and MECE, reframing the stated problem into the real one and driving every fact to a 'so what' the client can actually execute. - [Market Research Analyst](https://soul-atlas.github.io/api/occupations/market-research-analyst.md): How a market researcher thinks: turning a fuzzy business question into a defensible research design, guarding against bias and unrepresentative samples, and converting evidence into a recommendation. - [Marketing Manager](https://soul-atlas.github.io/api/occupations/marketing-manager.md): Treats growth as arithmetic (CAC under LTV) and empathy (the segment's real job), refuses vanity metrics, and balances brand-building against performance harvesting. - [Operations Manager](https://soul-atlas.github.io/api/occupations/operations-manager.md): Sees the whole system, finds the single constraint that governs throughput, and improves flow rather than utilization while building quality in at the source. - [Procurement Specialist](https://soul-atlas.github.io/api/occupations/procurement-specialist.md): How an excellent buyer thinks: in total cost of ownership and supply risk rather than sticker price, building leverage through competition before the negotiation ever starts. - [Product Manager](https://soul-atlas.github.io/api/occupations/product-manager.md): How an excellent product manager thinks: obsessed with customer problems and outcomes over output, validating the riskiest assumption cheaply and deciding ruthlessly what not to build. - [Project Manager](https://soul-atlas.github.io/api/occupations/project-manager.md): How an excellent project manager makes uncertainty and tradeoffs visible, manages the critical path, and reports honest status to deliver within scope, time, and cost. - [Public Relations Specialist](https://soul-atlas.github.io/api/occupations/public-relations-specialist.md): Treats reputation as a bank account built over years and spent in a crisis, orchestrates the PESO mix knowing earned media's credibility comes from the control you give up, and measures outcomes not AVE. - [Real Estate Agent](https://soul-atlas.github.io/api/occupations/real-estate-agent.md): How an expert agent thinks: prices to the market via comps, treats lead generation as the real job, and protects clients as a fiduciary through negotiation and escrow. - [Recruiter](https://soul-atlas.github.io/api/occupations/recruiter.md): How an excellent recruiter thinks: as a market-maker matching scarce talent to specific need, reading signal past the resume, running the funnel by its ratios, and closing on the candidate's real motivation. - [Sales Representative](https://soul-atlas.github.io/api/occupations/sales-representative.md): How an excellent sales rep diagnoses buyer pain, qualifies ruthlessly, and orchestrates a multi-stakeholder decision into predictable revenue. - [Supply Chain Manager](https://soul-atlas.github.io/api/occupations/supply-chain-manager.md): How an excellent supply chain manager balances service, cost, and cash by managing variability and lead time across an uncertain global network. - [Training and Development Specialist](https://soul-atlas.github.io/api/occupations/training-and-development-specialist.md): How an L&D professional thinks: diagnosing whether a problem is even a training problem, designing for adult learners, and proving capability actually transferred to the job. ## Technology - [Backend Engineer](https://soul-atlas.github.io/api/occupations/backend-engineer.md): Thinks in invariants, idempotency, and partial failure; keeps data correct and durable under concurrency so a retried request or a crash never corrupts the truth. - [Cloud Architect](https://soul-atlas.github.io/api/occupations/cloud-architect.md): Makes the hardest-to-reverse infrastructure decisions on purpose: treats cost, reliability, and security as design parameters and reads the cloud bill as a readout of the architecture's quality. - [Computer Programmer](https://soul-atlas.github.io/api/occupations/computer-programmer.md): Thinks of the spec as a contract, chases faults to root cause through reproduction and bisection, and changes one thing at a time in small reviewable diffs. - [Computer Systems Analyst](https://soul-atlas.github.io/api/occupations/computer-systems-analyst.md): Thinks by tracing every requirement to a business outcome, costing the do-nothing option, and defaulting to buy over build with TCO as the honest number. - [Data Analyst](https://soul-atlas.github.io/api/occupations/data-analyst.md): Thinks from the decision backward: scopes the question, distrusts the data until it ties to a source of truth, segments before concluding, and ships a recommendation, not a data dump. - [Data Engineer](https://soul-atlas.github.io/api/occupations/data-engineer.md): Treats data as guilty until proven clean: builds idempotent, replayable pipelines and tests tables like code so the same input always yields the same trustworthy answer. - [Data Scientist](https://soul-atlas.github.io/api/occupations/data-scientist.md): Reasons in distributions and uncertainty rather than correctness, quantifying how much to believe a pattern and refusing the causal claims data can't support. - [Database Administrator](https://soul-atlas.github.io/api/occupations/database-administrator.md): Guards irreplaceable state: makes data durable, correct, and recoverable against explicit RPO/RTO, reads query plans over queries, and treats every migration as a one-way door. - [DevOps Engineer](https://soul-atlas.github.io/api/occupations/devops-engineer.md): Collapses the wall between building and running software: automates the path to production, treats infrastructure as code, and makes deploys fast, frequent, and boring. - [Embedded Systems Engineer](https://soul-atlas.github.io/api/occupations/embedded-systems-engineer.md): Makes resource-starved silicon meet hard real-time and reliability requirements deterministically, debugging with a scope where there is no printf, and failing safe when hardware misbehaves. - [Frontend Engineer](https://soul-atlas.github.io/api/occupations/frontend-engineer.md): Thinks in render paths, state placement, and performance budgets; turns designs into fast, accessible interfaces that survive real content on the worst device and network. - [Game Developer](https://soul-atlas.github.io/api/occupations/game-developer.md): Builds interactive systems that manufacture a specific feeling at 60fps, then playtests and tunes until intended experience and felt experience converge. - [IT Support Specialist](https://soul-atlas.github.io/api/occupations/it-support-specialist.md): Thinks in triage and restore: reproduce, isolate by divide-and-conquer, get the blocked user working fast, then document so the next ten tickets disappear. - [Machine Learning Engineer](https://soul-atlas.github.io/api/occupations/machine-learning-engineer.md): Treats a model as a perishable system, not a deliverable: versions everything, kills training-serving skew, and watches for the silently-wrong prediction the world drifted into. - [Mobile Developer](https://soul-atlas.github.io/api/occupations/mobile-developer.md): Builds software that feels instant and native inside a hostile, battery-starved sandbox the OS can kill at any moment, across a thousand devices it never tested on. - [Network Engineer](https://soul-atlas.github.io/api/occupations/network-engineer.md): Treats the network as a shared contended resource, troubleshoots bottom-up through the OSI stack, and engineers redundancy and segmentation so a single failure stays local. - [QA Engineer](https://soul-atlas.github.io/api/occupations/qa-engineer.md): Produces trustworthy information about software quality by designing the cheapest tests that find the most damaging bugs, automating the stable and exploring the unknown. - [Security Engineer](https://soul-atlas.github.io/api/occupations/security-engineer.md): Thinks like a motivated adversary to close the defender's asymmetry: threat-models systems, prioritizes by real risk, and makes the secure path the easy path. - [Site Reliability Engineer](https://soul-atlas.github.io/api/occupations/site-reliability-engineer.md): Treats operations as a software problem: budgets reliability against velocity with SLOs and error budgets, and engineers toil away so systems stay boring. - [Software Engineer](https://soul-atlas.github.io/api/occupations/software-engineer.md): Turns ambiguous human intent into systems that behave correctly under conditions nobody fully anticipated, and keeps them working as everything changes underneath. - [Systems Administrator](https://soul-atlas.github.io/api/occupations/systems-administrator.md): Holds entropy at bay deliberately, keeping the systems people depend on available, secure, and recoverable so a single failure never becomes an outage or breach. - [Technical Writer](https://soul-atlas.github.io/api/occupations/technical-writer.md): Stands in for the absent expert: anticipates a stranger's question and answers it in the fewest words, keeping it true as the product changes underneath. - [UX Researcher](https://soul-atlas.github.io/api/occupations/ux-researcher.md): Replaces a team's assumptions about users with evidence, picks the method that fits the decision, and defends the gap between what people say and what they actually do. - [Web Developer](https://soul-atlas.github.io/api/occupations/web-developer.md): Thinks of the web as a hostile delivery environment, builds from semantic HTML up via progressive enhancement, and spends the user's bytes and time as scarce resources. ## Creative - [Animator](https://soul-atlas.github.io/api/occupations/animator.md): How an animator thinks in poses, weight, and timing to perform the illusion of life rather than merely move drawings. - [Architect](https://soul-atlas.github.io/api/occupations/architect.md): How an architect synthesizes program, site, structure, budget, and code into buildable form — thinking in section and parti while protecting the idea through cost and construction. - [Copywriter](https://soul-atlas.github.io/api/occupations/copywriter.md): How a copywriter moves a specific reader to act by leading with benefit, hooking attention, handling objections, and letting conversion data overrule taste. - [Curator](https://soul-atlas.github.io/api/occupations/curator.md): How a curator builds an argument out of objects through selection, juxtaposition, and the visitor's path, while safeguarding provenance and the collection's survival. - [Editor](https://soul-atlas.github.io/api/occupations/editor.md): How a text editor thinks: diagnosing which of the four levels a piece needs, serving the author's intent over their own voice, and knowing when to query versus change. - [Fashion Designer](https://soul-atlas.github.io/api/occupations/fashion-designer.md): How a fashion designer thinks across cloth physics, the moving body, and social meaning to resolve silhouette, drape, and fit into a wearable collection. - [Film Director](https://soul-atlas.github.io/api/occupations/film-director.md): How a director holds one story in their head and shapes performance, staging, and coverage so the edit builds the intended emotional experience for an audience. - [Graphic Designer](https://soul-atlas.github.io/api/occupations/graphic-designer.md): How a graphic designer turns a brief into a message that lands — directing the eye with hierarchy, type, contrast, and white space, and codifying it into systems. - [Illustrator](https://soul-atlas.github.io/api/occupations/illustrator.md): How an illustrator turns a brief or text into an image that reads at a glance, controlling composition, value, and silhouette to lead the viewer's eye and carry mood. - [Industrial Designer](https://soul-atlas.github.io/api/occupations/industrial-designer.md): How an industrial designer reconciles human need, engineering function, and manufacturing constraint into one buildable, desirable physical form. - [Interior Designer](https://soul-atlas.github.io/api/occupations/interior-designer.md): How an interior designer resolves function, flow, light, and proportion first, then layers material and color so a space works for the life lived inside it. - [Interpreter](https://soul-atlas.github.io/api/occupations/interpreter.md): How a spoken-language interpreter thinks: fidelity and register in real time, managing décalage and cognitive load, and staying a transparent conduit rather than a party. - [Journalist](https://soul-atlas.github.io/api/occupations/journalist.md): How a journalist finds the truth, verifies it independently, sources and structures it from the lede down, and weighs public interest against harm under deadline. - [Landscape Architect](https://soul-atlas.github.io/api/occupations/landscape-architect.md): How a landscape architect reads and shapes land so water, plants, and people all work over decades, designing for grading, succession, and a rooted sense of place. - [Musician](https://soul-atlas.github.io/api/occupations/musician.md): How a musician locks time and feel, listens harder than they play, shapes phrasing and dynamics, and subordinates ego to serve the song and the ensemble. - [Photographer](https://soul-atlas.github.io/api/occupations/photographer.md): How a working photographer reads light, frames the rectangle, times the decisive moment, and edits ruthlessly to make pictures that hold attention. - [Poet](https://soul-atlas.github.io/api/occupations/poet.md): How a poet compresses sound, image, and meaning into the fewest words, breaking lines and turning the poem so meaning is released rather than stated. - [Screenwriter](https://soul-atlas.github.io/api/occupations/screenwriter.md): How a screenwriter engineers scene-by-scene structure, externalizes interiority into behavior, and buries meaning in subtext so a story works on screen. - [UX Designer](https://soul-atlas.github.io/api/occupations/ux-designer.md): Closes the gap between what people want to do and what a product makes them do, shaping flow and structure around how minds work and proving it with real users. - [Writer](https://soul-atlas.github.io/api/occupations/writer.md): How a writer engineers a reader's experience line by line — drafting fast, revising ruthlessly, and choosing between scene and summary to control meaning. ## Education - [Career and Technical Education Teacher](https://soul-atlas.github.io/api/occupations/career-technical-education-teacher.md): Thinks like an industry practitioner turned teacher — building demonstrable, credential-bearing skill in a shop where safety is life-or-death and the product, not a test, is the proof. - [Childcare Worker](https://soul-atlas.github.io/api/occupations/childcare-worker.md): How a childcare worker thinks: supervision and ratio as a hard constraint, safe sleep, co-regulation, and attachment for the youngest children who cannot keep themselves safe. - [High School Teacher](https://soul-atlas.github.io/api/occupations/high-school-teacher.md): Thinks like a single-subject specialist at scale — earning buy-in from 150 near-adults a day and guarding the transcript that decides their next door. - [Instructional Designer](https://soul-atlas.github.io/api/occupations/instructional-designer.md): Engineers learning experiences without a live room, subtracting ruthlessly toward measurable objectives and proving transfer rather than trusting smile sheets. - [Kindergarten Teacher](https://soul-atlas.github.io/api/occupations/kindergarten-teacher.md): Walks five-year-olds across the hinge from play to formal school, weaving explicit literacy and number with play so children leave both able and still willing to learn. - [Librarian](https://soul-atlas.github.io/api/occupations/librarian.md): Connects people with information through the reference interview and disciplined search, while stewarding findable collections and guarding intellectual freedom and patron privacy. - [Middle School Teacher](https://soul-atlas.github.io/api/occupations/middle-school-teacher.md): Thinks belonging-before-content — reading dysregulated tweens through the developmental earthquake and guarding the learner identity that sets in early adolescence. - [Preschool Teacher](https://soul-atlas.github.io/api/occupations/preschool-teacher.md): Grows the whole child through play and secure relationship in the years that pour a person's foundations, treating self-regulation and belonging as the curriculum beneath any academics. - [Professor](https://soul-atlas.github.io/api/occupations/professor.md): Pushes a discipline's frontier outward through rigorous original research while training the next generation of independent thinkers to replace and surpass them. - [School Counselor](https://soul-atlas.github.io/api/occupations/school-counselor.md): Triages academic, emotional, and systemic barriers for a caseload of hundreds, holding student trust as a working tool bounded precisely by the duty to protect. - [School Principal](https://soul-atlas.github.io/api/occupations/school-principal.md): Runs a school as a system to be designed and improved, trading off instruction against operations, developing teachers, and protecting learning under accountability pressure. - [Special Education Teacher](https://soul-atlas.github.io/api/occupations/special-education-teacher.md): Engineers an individual route to the same high goals for students with disabilities, presuming competence, decoding behavior, and fading every support toward independence. - [Teacher](https://soul-atlas.github.io/api/occupations/teacher.md): Engineers the conditions under which thirty individual minds actually change what they can think and do, reading errors as data and fading the scaffold. - [Teaching Assistant](https://soul-atlas.github.io/api/occupations/teaching-assistant.md): Executes the lead teacher’s plan up close, giving the least support that works and fading it deliberately so students gain independence rather than dependence. - [Tutor](https://soul-atlas.github.io/api/occupations/tutor.md): Uses one-to-one bandwidth to diagnose the specific broken link in a student’s understanding and rebuild from there, building independence rather than re-teaching the lecture. ## Public Service - [Clergy](https://soul-atlas.github.io/api/occupations/clergy.md): How a member of the clergy tends a community's spiritual life through presence, ritual, and moral counsel, accompanying people at the thresholds of suffering and death. - [Community Health Worker](https://soul-atlas.github.io/api/occupations/community-health-worker.md): Works on borrowed trust earned by being of the community, bridging people to care and to the social determinants — housing, food, transportation — that decide their health more than the clinic does. - [Correctional Officer](https://soul-atlas.github.io/api/occupations/correctional-officer.md): How an officer keeps a prison safe and humane through dynamic security, relationships, and consistency rather than force. - [Detective](https://soul-atlas.github.io/api/occupations/detective.md): How an investigator reconstructs the truth from fragments, tests case theories against evidence, and builds a case that survives a courtroom. - [Dispatcher](https://soul-atlas.github.io/api/occupations/dispatcher.md): How an expert emergency dispatcher thinks: location first, ruthless triage, a calm voice as a tool, and tracking every responder safely home while never leaving the radio. - [Firefighter](https://soul-atlas.github.io/api/occupations/firefighter.md): Runs toward danger with disciplined courage, reading smoke and structure to weigh risk against savable life under a command structure where everyone goes home. - [Forensic Scientist](https://soul-atlas.github.io/api/occupations/forensic-scientist.md): How a lab scientist extracts valid conclusions from physical evidence, quantifies uncertainty, and refuses to overstate what the data supports. - [Funeral Director](https://soul-atlas.github.io/api/occupations/funeral-director.md): Serves the living more than the dead: reads a grieving family's dynamics, offers honest itemized choices without selling, honors every custom exactly, and holds the body with unobserved dignity. - [Park Ranger](https://soul-atlas.github.io/api/occupations/park-ranger.md): How a ranger reconciles protecting a resource unimpaired with serving visitors, leading with education, and stewarding land on a fifty-year horizon. - [Police Officer](https://soul-atlas.github.io/api/occupations/police-officer.md): Wields borrowed, revocable authority to protect life and uphold law using the least force and the most legitimacy possible, treating restraint as the core skill. - [Postal Worker](https://soul-atlas.github.io/api/occupations/postal-worker.md): How a carrier turns a vast mail system's last mile into reliable delivery through route sequencing, case-order sorting, and treating every piece as a sacred trust. - [Private Investigator](https://soul-atlas.github.io/api/occupations/private-investigator.md): How a private investigator thinks: build a defensible factual record covertly but always legally, document for the courtroom, and serve the client's real objective without crossing the legal line. - [Probation Officer](https://soul-atlas.github.io/api/occupations/probation-officer.md): How a probation officer thinks: public safety through behavior change, the cop/social-worker tension, risk-need-responsivity over gut feel, and deciding when supervision must become incarceration. - [Security Guard](https://soul-atlas.github.io/api/occupations/security-guard.md): How a security guard thinks: observe and report over enforce, deterrence by presence, condition-yellow awareness, and documenting everything as if it will reach a courtroom. - [Social Worker](https://soul-atlas.github.io/api/occupations/social-worker.md): Works the seam between person and environment, balancing client self-determination against the duty to protect, building on strengths and the least restrictive intervention. ## Finance - [Actuary](https://soul-atlas.github.io/api/occupations/actuary.md): Quantifies uncertain future obligations by pooling risk, triangulating reserves, pricing against the tail, and defending every assumption to keep promises solvent. - [Auditor](https://soul-atlas.github.io/api/occupations/auditor.md): Reasons from professional skepticism toward sufficient appropriate evidence, weighing materiality and audit risk to form a defensible opinion on whether the numbers are fairly stated. - [Financial Advisor](https://soul-atlas.github.io/api/occupations/financial-advisor.md): Thinks goals-first and fiduciary-first: solves allocation backward from liabilities, weighs risk capacity over tolerance, and treats behavior, costs, and taxes as the real levers. - [Financial Analyst](https://soul-atlas.github.io/api/occupations/financial-analyst.md): Turns incomplete information into a defensible estimate of value and risk, honest about its own uncertainty, so capital flows to the best risk-adjusted return. - [Financial Examiner](https://soul-atlas.github.io/api/occupations/financial-examiner.md): How a bank examiner thinks: read CAMELS as a causal system, judge management as the lead indicator, stress capital against concentrations and funding runs, and force correction before depositors pay. - [Financial Manager](https://soul-atlas.github.io/api/occupations/financial-manager.md): Thinks as the steward of the firm's money: funds the enterprise at the lowest sustainable cost of capital and keeps it liquid enough to never miss a payment or opportunity. - [Insurance Underwriter](https://soul-atlas.github.io/api/occupations/insurance-underwriter.md): Thinks in pooled risk and loss ratios: selects against adverse selection, judges individual risks above the actuary's class rate, and prices for an underwriting profit over the cycle. - [Investment Banker](https://soul-atlas.github.io/api/occupations/investment-banker.md): How a master dealmaker triangulates value, prices certainty against headline price, manufactures auction tension, and puts the client's interest above the fee. - [Loan Officer](https://soul-atlas.github.io/api/occupations/loan-officer.md): Reads a borrower's true ability and willingness to repay through the 5 Cs, DTI, and LTV, then structures and packages a file that an underwriter approves and an investor buys. - [Tax Examiner](https://soul-atlas.github.io/api/occupations/tax-examiner.md): How a government tax examiner thinks: develop facts before theory, watch the statute, allocate the burden of proof, and assess the correct liability on a record that survives appeal. - [Trader](https://soul-atlas.github.io/api/occupations/trader.md): How an expert trader thinks: convert a defensible edge into positive expectancy, size by risk-of-ruin, cut losers, run winners, and never confuse luck with skill. ## Hospitality - [Baker](https://soul-atlas.github.io/api/occupations/baker.md): Thinks in baker's percentages and DDT, reads dough by feel over the clock, and treats fermentation and heat as controllable variables to deliver consistent bread and pastry on a backward-planned schedule. - [Barista](https://soul-atlas.github.io/api/occupations/barista.md): How an expert barista thinks: steering the dose-yield-time triangle by taste, overlapping shots and milk under a rush, and treating consistency and hospitality as one craft. - [Bartender](https://soul-atlas.github.io/api/occupations/bartender.md): How an expert bartender thinks: spec and balance under speed, the well as cockpit, reading the room continuously, and treating responsible service and cut-offs as core craft. - [Chef](https://soul-atlas.github.io/api/occupations/chef.md): How a head chef thinks: mise en place as discipline, tasting as the only real instrument, and margin made in the walk-in as much as on the plate. - [Cook](https://soul-atlas.github.io/api/occupations/cook.md): How a line cook thinks: own one station, hold the line, execute the chef recipes to spec ticket after ticket, and work the rail without falling into the weeds. - [Event Planner](https://soul-atlas.github.io/api/occupations/event-planner.md): How an expert event planner thinks: backward from a fixed date along the critical path, with Plan B baked into Plan A and the client's emotions managed as carefully as the timeline. - [Hairstylist](https://soul-atlas.github.io/api/occupations/hairstylist.md): Reads face, head, hair type, and lifestyle to design cuts and color that flatter, grow out gracefully, and protect hair integrity over chasing a photo. - [Hotel Manager](https://soul-atlas.github.io/api/occupations/hotel-manager.md): How a hotel GM thinks: a perishable room sold at the right rate, RevPAR over raw occupancy, service recovery as opportunity, and a property that must run safely around the clock. - [Manicurist](https://soul-atlas.github.io/api/occupations/manicurist.md): How a master nail tech thinks: protect the living tissue, keep a sterile field, match chemistry to the nail, and refer what is medical rather than cosmetic. - [Sommelier](https://soul-atlas.github.io/api/occupations/sommelier.md): How a sommelier thinks: the deductive tasting grid, pairing by structure not cliche, and reading the table's real budget to sell the guest's wine without snobbery. - [Waiter](https://soul-atlas.github.io/api/occupations/waiter.md): How a master server thinks: read the table, run the steps of service, time courses to two clocks, and turn the table while earning the tip and the team. ## Engineering - [Aerospace Engineer](https://soul-atlas.github.io/api/occupations/aerospace-engineer.md): Designs flight vehicles to meet mission requirements at minimum mass with certified margins, redundancy where failure is fatal, and verification by test. - [Biomedical Engineer](https://soul-atlas.github.io/api/occupations/biomedical-engineer.md): Designs and validates medical devices that work safely on real patients, biocompatible and durable, meeting the risk-management and regulatory bar that earns trust. - [Chemical Engineer](https://soul-atlas.github.io/api/occupations/chemical-engineer.md): Designs and operates processes that convert feedstock to product at scale, closing mass and energy balances and engineering against runaway and release. - [Civil Engineer](https://soul-atlas.github.io/api/occupations/civil-engineer.md): Turns an uncertain site and an uncertain future into infrastructure with a known, defensible margin of safety that holds for decades. - [Electrical Engineer](https://soul-atlas.github.io/api/occupations/electrical-engineer.md): Designs electrical and electronic systems that meet voltage, current, timing, and signal goals with margin while surviving heat, tolerance, and noise. - [Environmental Engineer](https://soul-atlas.github.io/api/occupations/environmental-engineer.md): Designs systems that bring contaminants in water, air, and soil below harmful levels under variable loads, accounting for every gram and the residual it creates. - [Industrial Engineer](https://soul-atlas.github.io/api/occupations/industrial-engineer.md): Designs systems of people, machines, and materials for maximum throughput at minimum waste by managing the constraint and reducing variability across the whole flow. - [Mechanical Engineer](https://soul-atlas.github.io/api/occupations/mechanical-engineer.md): Designs machines and parts that carry load with margin, manage heat and vibration, and can actually be manufactured within real tolerances. - [Robotics Engineer](https://soul-atlas.github.io/api/occupations/robotics-engineer.md): Integrates mechanics, sensing, control, and software so machines perceive, plan, and act accurately and safely under real-world uncertainty. - [Structural Engineer](https://soul-atlas.github.io/api/occupations/structural-engineer.md): Designs the load-carrying skeleton so every load reaches the ground through a redundant, ductile path with code margins against collapse and extreme events. ## Transportation - [Air Traffic Controller](https://soul-atlas.github.io/api/occupations/air-traffic-controller.md): Holds a live 3-D mental model of all traffic, projects trajectories minutes ahead, and resolves conflicts early to keep aircraft separated by the required minima. - [Bus Driver](https://soul-atlas.github.io/api/occupations/bus-driver.md): How an expert bus driver thinks: dividing attention between the road and an unbelted cabin, holding schedule without speeding, and protecting riders and pedestrians at every stop. - [Commercial Pilot](https://soul-atlas.github.io/api/occupations/commercial-pilot.md): Manages risk to a fraction of a percent on a schedule, flying a cabin of strangers through weather, traffic, and machinery that is always trying to surprise the crew. - [Delivery Driver](https://soul-atlas.github.io/api/occupations/delivery-driver.md): How an expert delivery driver thinks: maximizing stops-per-hour while refusing to let the speed of the route corrupt the accuracy and safety of the final step at the door. - [Flight Attendant](https://soul-atlas.github.io/api/occupations/flight-attendant.md): Thinks like a first responder who happens to serve drinks: service is cover, the 90-second evacuation is the job, and threats get managed early under a 50/50 split of attention. - [Logistics Coordinator](https://soul-atlas.github.io/api/occupations/logistics-coordinator.md): Holds the whole order-to-delivery flow in their head, trading time against cost against risk to land freight on time and in full while the chain breaks underneath them. - [Merchant Mariner](https://soul-atlas.github.io/api/occupations/merchant-mariner.md): How an expert merchant mariner thinks: standing a safe watch, avoiding collision early and boldly, guarding stability, and obeying conventions written after past disasters. - [Ship Captain](https://soul-atlas.github.io/api/occupations/ship-captain.md): Bears personal overriding authority for a vessel, planning every passage berth to berth and applying the rules of the road to protect life, ship, and cargo over schedule. - [Train Conductor](https://soul-atlas.github.io/api/occupations/train-conductor.md): Holds authority over a mile of unstoppable train, moving only under confirmed authority and a shared picture with the crew, and stopping the moment that picture is in doubt. - [Truck Driver](https://soul-atlas.github.io/api/occupations/truck-driver.md): Manages space, time, and visibility around 80,000 pounds that physics won't let stop quickly, banking margin before it's needed and refusing the run that can't be done legally. ## Entertainment - [Actor](https://soul-atlas.github.io/api/occupations/actor.md): Lives truthfully under imaginary circumstances by pursuing a character's objective against an obstacle, playing action not emotion, and listening so the scene happens rather than gets shown. - [Announcer](https://soul-atlas.github.io/api/occupations/announcer.md): How an on-air announcer thinks: voice as an instrument under a clock, hitting the post, dead air as the enemy, and the regulator always in the room. - [Broadcast Journalist](https://soul-atlas.github.io/api/occupations/broadcast-journalist.md): Turns a confusing, fast-moving event into a verified true story told in pictures and sound, fast enough to matter without sacrificing the accuracy that holds the audience's trust. - [Comedian](https://soul-atlas.github.io/api/occupations/comedian.md): How a comedian engineers laughter reliably — finding the premise, structuring setup and punchline, riding tags and callbacks, and tuning timing against the only judge, the room. - [Dancer](https://soul-atlas.github.io/api/occupations/dancer.md): How a dancer makes technique invisible — producing line, musicality, and feeling through a trained body that controls weight, timing, and breath, and guards a mortal instrument. - [Film Editor](https://soul-atlas.github.io/api/occupations/film-editor.md): Thinks in attention and time, cutting on emotion first to author the final performance and pace so the seams are felt, never seen. - [Film Producer](https://soul-atlas.github.io/api/occupations/film-producer.md): How a film producer thinks: own the money, schedule, and business so the film gets finished and delivered, while protecting the director's vision against the budget. - [Sound Engineer](https://soul-atlas.github.io/api/occupations/sound-engineer.md): Shapes air pressure into emotion by capturing it right at the source and carving frequency space so every element is heard, deciding by ear over meter. - [Voice Actor](https://soul-atlas.github.io/api/occupations/voice-actor.md): Acts with the voice alone, reading intention off the page and putting all character and physicality into sound, clean enough to edit and repeatable across sessions. ## Emerging - [AI Safety Researcher](https://soul-atlas.github.io/api/occupations/ai-safety-researcher.md): Closes the gap between what we tell AI systems to do and what we want, reasoning under deep uncertainty about failures that have not happened yet. - [Bioinformatics Scientist](https://soul-atlas.github.io/api/occupations/bioinformatics-scientist.md): Extracts biological signal from terabyte-scale molecular data while fighting batch effects, multiple testing, and p >> n, then validates every finding in an independent cohort. - [Blockchain Developer](https://soul-atlas.github.io/api/occupations/blockchain-developer.md): Thinks in immutability, keys, gas, and adversaries: writes code that holds money in public, cannot be patched, and is under constant economic attack, so security and threat modeling come before features. - [Climate Scientist](https://soul-atlas.github.io/api/occupations/climate-scientist.md): Constrains a planetary system that cannot be experimented on by closing the energy budget, separating forced signal from internal variability, and projecting futures with calibrated uncertainty. - [Drone Pilot](https://soul-atlas.github.io/api/occupations/drone-pilot.md): Extracts aerial value safely by managing risk before and during flight, treating the battery and airspace as hard limits and declining the mission when conditions or rules forbid it. - [Prompt Engineer](https://soul-atlas.github.io/api/occupations/prompt-engineer.md): Turns a stochastic black-box model into a reliable system component, steering output across the real input distribution and proving it with evals, not vibes. - [Quantum Engineer](https://soul-atlas.github.io/api/occupations/quantum-engineer.md): Coaxes fragile qubits into staying coherent and running gates accurately enough to compute, fighting decoherence and noise across the whole stack from cryostat to compiler. - [Sustainability Manager](https://soul-atlas.github.io/api/occupations/sustainability-manager.md): Turns a company's carbon, social, and environmental footprint into measured business risk and defensible claims, and drives change through functions it does not own. ## Life Roles - [Caregiver](https://soul-atlas.github.io/api/occupations/caregiver.md): Thinks in dignity and function — filling exactly the gaps a dependent person can't, never more, while staying intact enough to keep going. - [Community Organizer](https://soul-atlas.github.io/api/occupations/community-organizer.md): Builds durable collective power among the people affected by an injustice — organizing around self-interest, cutting winnable issues, and developing leaders, never doing for others what they can do for themselves. - [Dungeon Master](https://soul-atlas.github.io/api/occupations/dungeon-master.md): Runs a fair, fun game for the whole table by prepping situations not scripts, improvising honestly, reading the spotlight, and being a generous fan of the heroes. - [Mentor](https://soul-atlas.github.io/api/occupations/mentor.md): Grows another person's capability and judgment over time by lending experience as scaffolding, then deliberately removing it — building independence, not dependence. - [Open Source Maintainer](https://soul-atlas.github.io/api/occupations/open-source-maintainer.md): Stewards a software commons by saying no more than yes, treating every merge as a forever liability, and guarding scope, trust, and their own attention against burnout. - [Parent](https://soul-atlas.github.io/api/occupations/parent.md): Thinks in the long game of raising a child toward independence — building security and judgment while steadily working themselves out of a job. - [Student](https://soul-atlas.github.io/api/occupations/student.md): Treats their own mind as a system to manage — generating retrieval, embracing useful difficulty, and ruthlessly separating what they know from what merely feels familiar. ## Government - [City Manager](https://soul-atlas.github.io/api/occupations/city-manager.md): How a professional administrator implements council policy through apolitical management and a balanced budget, keeping a city running across election cycles. - [Customs Officer](https://soul-atlas.github.io/api/occupations/customs-officer.md): How a border officer facilitates lawful trade and travel while intercepting contraband and fraud through risk-based targeting and reading the story behind the answer. - [Diplomat](https://soul-atlas.github.io/api/occupations/diplomat.md): Advances a nation's interests by means short of force, reading adversaries and leaving them a way to say yes while preserving room to maneuver. - [Legislator](https://soul-atlas.github.io/api/occupations/legislator.md): How a lawmaker turns conflicting constituent interests into durable law by counting votes, building coalitions, and balancing representation against conscience. - [Policy Analyst](https://soul-atlas.github.io/api/occupations/policy-analyst.md): Brings disciplined reasoning to consequential choices, framing the real problem and comparing alternatives against the counterfactual while telling the truth about tradeoffs. - [Public Health Officer](https://soul-atlas.github.io/api/occupations/public-health-officer.md): Protects whole populations by preventing disease before it strikes and stopping outbreaks while small, weighing individual liberty against collective protection. - [Urban Planner](https://soul-atlas.github.io/api/occupations/urban-planner.md): Shapes how land, movement, and people fit together over decades, balancing private property against shared public goods while naming who wins and who loses. ## Law - [Compliance Officer](https://soul-atlas.github.io/api/occupations/compliance-officer.md): How a master compliance officer thinks risk-based, reasoning from the spirit of a rule and from defensibility, balancing the brake against business velocity. - [Court Reporter](https://soul-atlas.github.io/api/occupations/court-reporter.md): How a stenographer captures a verbatim, certifiable record of proceedings, protecting its integrity by knowing exactly when to interrupt and never guessing. - [Judge](https://soul-atlas.github.io/api/occupations/judge.md): How a judge reasons: allocating burdens, weighing precedent and evidence, interpreting text, and binding power to fair process and stated reasons. - [Lawyer](https://soul-atlas.github.io/api/occupations/lawyer.md): How a lawyer reasons from elements and burdens to facts and remedies, advocating zealously within the bounds of law and ethics. - [Mediator](https://soul-atlas.github.io/api/occupations/mediator.md): How a neutral thinks: serving the process while parties own the outcome, converting positions into interests, and reality-testing alternatives to reach durable agreements. - [Paralegal](https://soul-atlas.github.io/api/occupations/paralegal.md): How an expert paralegal thinks — guarding deadlines and the record, controlling the document universe, and staying behind the unauthorized-practice-of-law line. - [Prosecutor](https://soul-atlas.github.io/api/occupations/prosecutor.md): How a prosecutor reasons: charge only on provable proof, carry the burden beyond a reasonable doubt, disclose exculpatory evidence, and seek justice over convictions. ## Sports - [Athletic Trainer](https://soul-atlas.github.io/api/occupations/athletic-trainer.md): Holds the athlete's health above the scoreboard, ruling out the catastrophe first and clearing return-to-play on criteria met, not the calendar or the crowd. - [Coach](https://soul-atlas.github.io/api/occupations/coach.md): Gets the most out of the players and resources at hand by developing people, designing systems that fit them, and making the calls in the moments that decide games. - [Personal Trainer](https://soul-atlas.github.io/api/occupations/personal-trainer.md): Thinks in dose-response and adaptation: screens before loading, applies progressive overload at the right dose, and treats adherence as the variable that decides everything. - [Professional Athlete](https://soul-atlas.github.io/api/occupations/athlete.md): Converts years of precise, painful preparation into peak performance under maximum pressure, managing load and recovery to peak when it matters across a short career. - [Referee](https://soul-atlas.github.io/api/occupations/referee.md): Holds a fair frame around a contest by applying one consistent standard, reading the temperature of a match, and managing players so the game decides itself. - [Sports Analyst](https://soul-atlas.github.io/api/occupations/sports-analyst.md): Separates skill from luck and signal from noise in competition, then distills it into one actionable insight a coach will use, with the uncertainty stated. ## Agriculture - [Agronomist](https://soul-atlas.github.io/api/occupations/agronomist.md): Reads the soil-plant-climate system to find each field's limiting factor and prescribe the input that pays, while protecting the soil and water the crop depends on. - [Commercial Fisher](https://soul-atlas.github.io/api/occupations/commercial-fisher.md): Reads weather, water, biology, and money at once to find and land a wild catch worth more than the trip cost, while keeping a small boat upright and the grounds alive for next year. - [Farmer](https://soul-atlas.github.io/api/occupations/farmer.md): Turns soil, seed, weather, and borrowed capital into a profitable crop on a fixed annual clock, managing a biological system against forces nobody controls while protecting the soil that feeds next year. - [Forester](https://soul-atlas.github.io/api/occupations/forester.md): Thinks in rotations of decades, deciding what to cut, grow, and leave so the forest sustains its yield, health, and watershed long after the decision is made. - [Viticulturist](https://soul-atlas.github.io/api/occupations/viticulturist.md): Reads site and season to steer a perennial vine toward balanced, ripe fruit, trading yield for quality and timing the one harvest a year against weather, disease, and the winemaker's needs. ## Military - [Combat Medic](https://soul-atlas.github.io/api/occupations/combat-medic.md): Keeps wounded soldiers alive at the point of injury under fire, treating the few causes of preventable death in the right order while balancing the casualty, the mission, and the medic's own survival. - [Cyber Warfare Specialist](https://soul-atlas.github.io/api/occupations/cyber-warfare-specialist.md): Fights in and through networks with an intelligence officer's patience and a lawful combatant's restraint — gaining access, collecting or denying, staying unseen, and bounding effects that propagate. - [Infantry Officer](https://soul-atlas.github.io/api/occupations/infantry-officer.md): Turns a commander's intent into coordinated, lawful, lethal action under fire — deciding faster than the enemy while holding a frightened unit together and owning the moral weight of command. - [Logistics Officer](https://soul-atlas.github.io/api/occupations/logistics-officer.md): Bounds the commander's plan in the reality of fuel, ammunition, and movement — managing flow against bottlenecks, distance, and an enemy, and naming the culminating point before the force runs dry. - [Military Intelligence Analyst](https://soul-atlas.github.io/api/occupations/military-intelligence-analyst.md): Turns deceptive, partial fragments into the clearest honest assessment of what an adversary can and will do, guarding against bias and stating uncertainty in calibrated confidence the commander can act on. ## Optional - [Schema reference](https://github.com/soul-atlas/soul-atlas.github.io/blob/main/docs/SCHEMA.md): the SOUL.md format contract — sections and metadata fields - [Contributing guide](https://github.com/soul-atlas/soul-atlas.github.io/blob/main/CONTRIBUTING.md): how to add or improve a SOUL - [Repository](https://github.com/soul-atlas/soul-atlas.github.io): source, issues, and history