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wonsukchoi

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• 23 hours ago last updated

1. ▌
   Cytogenetic Technologist · wonsukchoi bundle

   Use when a task needs the judgment of a Cytogenetic Technologist — choosing a culture/harvest protocol and band resolution for a specimen, applying ISCN clonality criteria to a metaphase count, deciding between karyotype, FISH, and chromosomal microarray for a clinical question, or writing and QCing an ISCN-formatted cytogenetics report.
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2. ▌
   Engine Machine Assembler · wonsukchoi bundle

   Use when a task needs the judgment of an Engine and Other Machine Assembler — following the specified multi-stage torque sequence for a multi-bolt joint rather than tightening bolts to final value in convenient order, measuring bearing clearance directly rather than confirming free rotation by hand, verifying critical clearances on the actual assembled stack-up rather than trusting individually-in-tolerance components, or testing sub-assemblies before final integration rather than only at final test.
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3. ▌
   Fast Food Counter Worker · wonsukchoi bundle

   Use when a task needs the judgment of a front-counter fast food or counter worker — taking a drive-thru, kiosk-assist, or walk-up order accurately against a ticking speed-of-service clock, handling cash/card payment and till reconciliation at handoff, defusing a wrong-order or refund complaint on the spot, disclosing allergen information at the register, or running a suggestive-sell script without slowing the line.
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4. ▌
   Fire Protection Engineer · wonsukchoi bundle

   Use when a task needs the judgment of a Fire Protection Engineer — sizing a sprinkler system's hydraulic demand against NFPA 13's density/area method (Hazen-Williams pipe network calc, K-factor discharge), analyzing a hydrant flow test to decide whether a fire pump is required, calculating occupant load and required egress width under IBC/NFPA 101, laying out fire alarm detection and notification per NFPA 72, or reviewing a life-safety/means-of-egress plan for code compliance.
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5. ▌
   Forging Machine Operator · wonsukchoi bundle

   Use when a task needs the judgment of a Forging Machine Setter, Operator, or Tender — verifying actual billet temperature at the point of forging rather than trusting furnace setpoint, diagnosing whether a localized underfill traces to press energy versus bulk temperature, evaluating whether a finish-machining plan preserves grain flow at a critical surface, or catching die wear drift through part measurement rather than visual die inspection.
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6. ▌
   Healthcare Social Worker · wonsukchoi bundle

   Use when a task needs the judgment of a Healthcare Social Worker — scoring a patient's readmission/care-transition risk before discharge, matching discharge-plan intensity to actual psychosocial and functional barriers rather than a generic checklist, negotiating a discharge destination against payer authorization constraints, or distinguishing a medical social work case from a mental-health or child-welfare social work case.
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7. ▌
   Heavy Equipment Mechanic · wonsukchoi bundle

   Use when a task needs the judgment of a Mobile Heavy Equipment Mechanic — diagnosing a slow or drifting hydraulic cylinder on an excavator/dozer/loader, measuring undercarriage wear to decide replace-now vs run-on, deciding whether to repair on the job site or haul the machine to the shop, sequencing OEM PM intervals for abrasive-site duty cycles, or investigating a repeat hydraulic component failure tied to fluid contamination.
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8. ▌
   Helper Production Worker · wonsukchoi bundle

   Use when a task needs the judgment of a Helper--Production Worker — knowing which tasks fall within a helper's authorized scope versus requiring the skilled operator's judgment, relaying an observed irregularity (noise, spill, material defect) accurately and promptly rather than filtering or minimizing it, following a specific instruction precisely rather than improvising based on incomplete process context, and maintaining constant awareness of moving equipment/hazard zones while moving between support tasks.
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9. ▌
   Human Services Assistant · wonsukchoi bundle

   Use when a task needs the judgment of a Human Services Assistant — screening a client's eligibility for public benefits or emergency assistance, triaging a walk-in request against a broader unmet-needs picture, deciding whether a disclosure or no-show pattern requires escalation to a supervising social worker, running a coordinated-entry or VI-SPDAT-style intake, or facilitating a psychoeducation/support group under agency ground rules.
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10. ▌
    Licensed Practical Nurse · wonsukchoi bundle

    Use when a task needs the judgment of a Licensed Practical/Vocational Nurse (LPN/LVN) — running a change-in-condition check on a long-term-care resident with the Stop & Watch tool, deciding whether a delegated task or verbal order falls inside your state's LPN/LVN task list, escalating a decline via SBAR to an on-call RN or physician when no RN is on-site, or delegating tasks to CNAs within the five rights while also receiving delegation from an RN.
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11. ▌
    Lifeguard And Ski Patrol · wonsukchoi bundle

    Use when a task needs the judgment of a lifeguard or ski patroller — designing or auditing a water/mountain Emergency Action Plan, staffing a guard zone or terrain closure, triaging a multi-victim water or avalanche incident, deciding whether a rescue needs reach/throw/row/go escalation, or writing an incident report that will survive legal review.
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12. ▌
    Machine Feeder Offbearer · wonsukchoi bundle

    Use when a task needs the judgment of a Machine Feeder and Offbearer — timing a manual feed/discharge task against a machine's actual cycle time to find a hidden bottleneck, verifying a two-hand control or presence-sensing device's minimum safety distance after a tooling or stock changeover, deciding whether a point-of-operation exposure needs a pullback device versus a restraint device versus presence-sensing, judging whether a light-curtain nuisance trip is an ergonomic fix or a defeat-in-progress, or holding a station when pace pressure has pushed hands closer to the point of operation than the safeguard's timing allows.
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13. ▌
    Mechanical Door Repairer · wonsukchoi bundle

    Use when a task needs the judgment of a Mechanical Door Repairer — diagnosing an out-of-balance garage or overhead door, sizing and replacing torsion springs by cycle life instead of weight chart alone, verifying UL 325 entrapment protection on an automatic operator, specifying hardware for a high-cycle commercial dock door, or working out a track-alignment or cable-failure complaint.
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14. ▌
    Medical Transcriptionist · wonsukchoi bundle

    Use when a task needs the judgment of a Medical Transcriptionist — editing a speech-recognition draft for a dictated clinical note, disambiguating a sound-alike drug name or ambiguous abbreviation from dictation, deciding whether a dictation inconsistency should be silently corrected or flagged back to the provider, or managing report turnaround against a clinical-urgency deadline.
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15. ▌
    Natural Sciences Manager · wonsukchoi bundle

    Use when a task needs the judgment of a Natural Sciences Manager (R&D lab director, science department head) — allocating research budget/headcount across competing projects, deciding whether to kill or continue a research program, evaluating a grant/publication strategy tradeoff, or managing the tension between scientific rigor and delivery deadlines.
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16. ▌
    Plating Machine Operator · wonsukchoi bundle

    Use when a task needs the judgment of a Plating Machine Operator — calculating plating time from Faraday's law adjusted for actual cathode efficiency rather than a theoretical deposition rate, setting current density from part surface area rather than a fixed amperage, verifying thickness in recessed areas given a bath's throwing power, or confirming surface activation before plating rather than general cleaning alone.
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17. ▌
    Public Relations Manager · wonsukchoi bundle

    Use when a task needs the judgment of a Public Relations Manager — shaping how an organization is perceived by media and the public, handling a press inquiry, preparing crisis communications, or deciding what and how to disclose in a sensitive situation.
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18. ▌
    Quality Inspector Tester · wonsukchoi bundle

    Use when a task needs the judgment of a Quality Inspector, Tester, Sorter, or Weigher — classifying a defect's severity (critical/major/minor) and determining whether it overrides a lot's overall AQL sampling result, deciding whether a measurement system's gauge R&R is reliable enough to trust a borderline pass/fail call, or determining whether a disposition decision falls within your authority or needs escalation.
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19. ▌
    Rehabilitation Counselor · wonsukchoi bundle

    Use when a task needs the judgment of a Rehabilitation Counselor — running a transferable-skills analysis after a client's functional capacity changed, determining whether a requested workplace accommodation is a reasonable one under the ADA or rises to undue hardship, writing an Individualized Plan for Employment (IPE) with a defensible vocational goal, or reading a functional capacity evaluation to decide what work a client can return to.
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20. ▌
    Remote Sensing Scientist · wonsukchoi bundle

    Use when a task needs the judgment of a Remote Sensing Scientist — choosing a sensor and correction chain for a monitoring program, running an atmospheric or geometric correction before trusting a spectral index, designing a classification accuracy assessment with a defensible confidence interval, or explaining why a mapped change area is biased and what the corrected number is.
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21. ▌
    Rolling Machine Operator · wonsukchoi bundle

    Use when a task needs the judgment of a Rolling Machine Setter, Operator, or Tender — tracking cumulative reduction across multiple cold-rolling passes to schedule an intermediate anneal before edge cracking occurs, verifying roll crown compensation for the current width/reduction combination rather than assuming a prior setup transfers, measuring output thickness at multiple points across width, or coordinating inter-stand speed changes in a multi-stand mill.
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22. ▌
    Shuttle Driver Chauffeur · wonsukchoi bundle

    Use when a task needs the judgment of a Shuttle Driver/Chauffeur — building a multi-stop pickup schedule with per-stop buffer time, deciding whether to hold or re-sequence a route when a passenger runs late, checking a manifest's luggage against a vehicle's cargo capacity, briefing on client-confidentiality norms for private transport, or setting defensive-driving following distance for passenger-carrying vehicles.
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23. ▌
    Special Effects Animator · wonsukchoi bundle

    Use when a task needs the judgment of a Special Effects Artist/Animator — planning a shot through the VFX pipeline (previz through comp), diagnosing why a shot "feels wrong," budgeting render-farm time against a delivery deadline, or structuring a revision-round process with a director.
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24. ▌
    Theatrical Makeup Artist · wonsukchoi bundle

    Use when a task needs the judgment of a theatrical/performance Makeup Artist — designing character makeup against a script and a specific stage-distance or camera format, planning a sub-two-minute quick-change transformation, running continuity across a multi-day shoot, or diagnosing why an applied look reads wrong under the actual lighting.
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25. ▌
    Aircraft Cargo Supervisor · wonsukchoi bundle

    Use when a task needs the judgment of an Aircraft Cargo Handling Supervisor — verifying a built ULD against its type's certified max gross weight before it's spotted for loading, running a hazmat item through the segregation table against its actual compartment neighbors, reconciling an actual cargo build against the dispatcher's load plan and deciding whether it clears a last-minute-change threshold or needs a reissued loadsheet, calling a ULD's lock/net restraint good or rejecting it, or running ramp FOD and ground-equipment clearance discipline around an aircraft during turn.
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26. ▌
    Bioinformatics Technician · wonsukchoi bundle

    Use when a task needs the judgment of a bioinformatics technician — running or QC-gating a next-generation sequencing pipeline, triaging a failed or borderline sequencing run, deciding whether a variant call set is clinically/research reportable, or writing a sample-level QC report.
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27. ▌
    Camera Equipment Repairer · wonsukchoi bundle

    Use when a task needs the judgment of a camera-equipment repairer — diagnosing sensor dust vs. lens contamination, deciding whether a shutter is nearing end-of-life and should be replaced vs. repaired, calibrating autofocus and lens collimation, isolating image-stabilization mechanism faults, or sourcing parts for a discontinued body/lens.
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28. ▌
    Clinical Nurse Specialist · wonsukchoi bundle

    Use when a task needs the judgment of a Clinical Nurse Specialist — diagnosing why a unit-level outcome metric (CLABSI, falls, pressure injury) is off benchmark, designing and scaling a practice-change pilot, appraising whether a new clinical guideline actually fits the local population, writing a quarterly outcomes report to nursing leadership, or coaching staff nurses through a new protocol without formal authority over them. US hospital/health-system default; state nurse practice acts vary. A reasoning aid, not clinical or legal advice.
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29. ▌
    Digital Forensics Analyst · wonsukchoi bundle

    Use when a task needs the judgment of a Digital Forensics Analyst — capturing volatile evidence before it's lost, creating and hash-verifying a forensic disk image, documenting chain of custody from point of seizure, correcting for clock skew and timezone mismatches when building a cross-source timeline, or identifying anti-forensic activity (log wiping, timestomping) in an investigation.
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30. ▌
    Door To Door Sales Worker · wonsukchoi bundle

    Use when a task needs the judgment of a Door-to-Door Sales Worker — planning a canvassing route or street-vending spot, diagnosing a rep's or vendor's underperformance from doors/contacts/sits/close ratios, navigating solicitation-permit or curfew or cooling-off compliance, structuring a doorstep pitch and objection handling, or reconciling a shift's cash and inventory.
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31. ▌
    Elementary School Teacher · wonsukchoi bundle

    Use when a task needs the judgment of an Elementary School Teacher — interpreting a running record or fluency check against grade-level benchmarks, deciding whether a struggling reader needs a Tier 2 intervention, running a self-contained classroom's daily schedule across multiple subjects, implementing (not writing) an IEP/504 accommodation with fidelity, or writing a parent-conference summary grounded in assessment data.
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32. ▌
    Financial Risk Specialist · wonsukchoi bundle

    Use when a task needs the judgment of a Financial Risk Specialist — calculating Value at Risk (VaR) and expected shortfall for a portfolio, stress-testing a risk estimate against correlation breakdown in a crisis scenario, comparing a VaR figure against a capital-based risk limit, quantifying residual basis risk after a hedge, or designing a reverse stress test to find a portfolio's breaking point.
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33. ▌
    Food Server Nonrestaurant · wonsukchoi bundle

    Use when a task needs the judgment of a food server in a nonrestaurant setting — executing a banquet event order (BEO) for a plated or buffet event with a fixed server-to-guest ratio, running a hospital or long-term-care tray line against therapeutic-diet and allergen tickets, timing a simultaneous course drop across a banquet room, reconciling a guaranteed headcount against actual attendance, or verifying a tray/plate against its ticket before it leaves the line.
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34. ▌
    Grinding Machine Operator · wonsukchoi bundle

    Use when a task needs the judgment of a Grinding/Lapping/Polishing/Buffing Machine Operator — deciding whether a wheel past its dressing interval needs a burn check even when Ra readings stay in spec, verifying surface finish against a measured Ra value rather than feel, matching stock removal rate to a wheel/coolant combination's heat capacity, or catching a skipped step in an abrasive grit progression.
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35. ▌
    Hairdresser Cosmetologist · wonsukchoi bundle

    Use when a task needs the judgment of a licensed hairdresser/cosmetologist — formulating a hair-color correction against a target level and tone, deciding whether a chemical service is safe to perform over existing color or a prior relaxer, reading a strand test before committing to a full head of bleach, or sequencing multiple clients' processing times in one chair.
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36. ▌
    Health Sciences Professor · wonsukchoi bundle

    Use when a task needs the judgment of a Health Sciences Professor teaching in an accredited health-professions program (nursing, allied health, pharmacy, dental hygiene, veterinary technology, or medical-school basic sciences) — diagnosing a licensure/board pass-rate drop, sizing a clinical-hours-to-simulation substitution, negotiating clinical placement capacity against cohort size, responding to a specialized-accreditor citation, or resolving a clinician-educator's teaching-vs-clinical effort conflict.
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37. ▌
    Industrial Truck Operator · wonsukchoi bundle

    Use when a task needs the judgment of an Industrial Truck and Tractor Operator — checking a load against a forklift's rated capacity and load center, judging stability-triangle tip-over risk before raising or tilting a load, verifying rack beam load-capacity before stacking a pallet, managing pedestrian-forklift traffic in a shared warehouse aisle, or deciding whether an operator needs recertification after an incident.
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38. ▌
    Instructional Coordinator · wonsukchoi bundle

    Use when a task needs the judgment of an Instructional Coordinator — auditing curriculum coverage against a state test blueprint, checking standards alignment at the cognitive-complexity (DOK) level not just the topic level, diagnosing an assessment-score drop down to the standard and DOK level before revising curriculum, or designing a professional-development plan tied to one observable classroom practice.
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39. ▌
    Library Science Professor · wonsukchoi bundle

    Use when a task needs the judgment of a Library Science Professor (postsecondary LIS/iSchool faculty) — responding to an ALA accreditation site-visit finding, redesigning a required course after section pass rates diverge, allocating pre-tenure time across research/teaching/service, calibrating adjunct-taught sections against a shared rubric, or mapping curriculum to the ALA Core Competences of Librarianship.
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40. ▌
    Maid Housekeeping Cleaner · wonsukchoi bundle

    Use when a task needs the judgment of a hotel guest room attendant / housekeeper — sequencing a room turn under a per-room time budget, deciding checkout vs. stay-over vs. deep-clean priority, handling a bloodborne-pathogen or sharps find, resolving a "Do Not Disturb" conflict, or logging guest property found in a room.
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41. ▌
    Marriage Family Therapist · wonsukchoi bundle

    Use when a task needs the judgment of a Marriage and Family Therapist — establishing a no-secrets policy before starting individual/collateral sessions within couples or family work, screening for intimate partner violence individually before proceeding with conjoint therapy, reframing a family's presenting problem (e.g. "our teenager is the problem") into a systemic assessment, maintaining multipartiality across family members, or designing a treatment plan that targets the relational pattern rather than only the identified patient.
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42. ▌
    Metal Plastic Model Maker · wonsukchoi bundle

    Use when a task needs the judgment of a Model Maker, Metal and Plastic — checking whether a machined or hand-fabricated prototype's features are actually achievable by the intended production process before it's used to validate a design, directly verifying critical dimensions on a one-off piece rather than trusting assumed fabrication capability, being explicit about whether a substitute-material prototype validates form/fit versus function, or tracking which design revision a reworked model's features actually reflect.
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43. ▌
    Middle School Cte Teacher · wonsukchoi bundle

    Use when a task needs the judgment of a Middle School Career/Technical Education Teacher — running day-one equipment safety certification for a new rotation cohort, backward-designing a compressed 6-9 week exploratory unit around one deliverable, separating career-interest signal data from skill-mastery grades, matching a CTSO (TSA/FCCLA) competitive event to what a cohort actually practiced, or telling a parent or counselor accurately what a completed rotation does and doesn't count toward under Perkins V.
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44. ▌
    Obstetrician Gynecologist · wonsukchoi bundle

    Use when a task needs the judgment of an OB-GYN — triaging an obstetric complaint by gestational age and urgency, deciding whether a gynecologic finding (adnexal mass, abnormal bleeding, abnormal cytology) stays in general practice or needs subspecialist referral, working a shared-decision conversation on induction, cesarean, or hysterectomy, or writing the operative/delivery note that documents the reasoning behind a management decision.
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45. ▌
    Occupational Therapy Aide · wonsukchoi bundle

    Use when a task needs the judgment of an occupational therapy aide — deciding whether a request falls inside your delegated task list or needs escalation to the supervising OT/OTA, prepping a treatment room or transporting/transferring a patient safely within scope, writing an objective aide note versus a clinical progress note, or handling shared-equipment cleaning and supply turnover between patients.
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46. ▌
    Parts Counter Salesperson · wonsukchoi bundle

    Use when a task needs the judgment of a Parts Counter Salesperson — identifying the correct part from a vague symptom description, resolving a fitment or interchange question, chasing a superseded part number before quoting, pricing a commercial repair-shop account, or handling a core-charge or warranty return dispute.
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47. ▌
    Paving Equipment Operator · wonsukchoi bundle

    Use when a task needs the judgment of a Paving Equipment Operator — establishing or troubleshooting an asphalt roller pattern against a test strip, diagnosing thermal or aggregate segregation behind the screed, sequencing breakdown/intermediate/finish rolling against the compaction temperature window, building a longitudinal or transverse joint, or setting lift thickness and compaction targets for trench backfill and subgrade with a plate compactor or roller.
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48. ▌
    Payroll Timekeeping Clerk · wonsukchoi bundle

    Use when a task needs the judgment of a payroll and timekeeping clerk — recalculating overtime after a non-discretionary bonus changes the regular rate of pay, resolving a timesheet exception before a payroll run locks, applying a garnishment order within its legal withholding limit, or correcting an off-cycle payroll error. Distinct from an accountant/controller, who owns the general ledger and financial statements, not individual paycheck accuracy.
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49. ▌
    Remote Sensing Technician · wonsukchoi bundle

    Use when a task needs the judgment of a Remote Sensing Technician — planning a UAS or airborne acquisition against a stated accuracy spec, running a radiometric/geometric correction chain in the correct order, quality-checking an orthomosaic or LiDAR-derived DEM against control before delivery, root-causing a checkpoint or band-misregistration failure, or deciding whether a sensor calibration file is still current enough to fly.
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50. ▌
    Resilient Floor Installer · wonsukchoi bundle

    Use when a task needs the judgment of a resilient floor installer — testing a slab for moisture, pH, and flatness before glue-down, determining whether old resilient flooring or mastic is asbestos-containing and choosing removal vs encapsulation, planning a sheet-vinyl seam or heat-weld layout, or sequencing a floating LVT/LVP installation with expansion joints.
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51. ▌
    Segmental Paver Installer · wonsukchoi bundle

    Use when a task needs the judgment of a segmental paver installer — designing base and bedding depth for a driveway or patio, taking off paver/base/sand quantities, sequencing excavation through compaction and joint sanding, or diagnosing a settled or heaving paved surface.
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52. ▌
    Special Education Teacher · wonsukchoi bundle

    Use when a task needs the judgment of a special education teacher — writing a legally-defensible IEP goal, distinguishing an accommodation from a modification, interpreting present-levels data to set a progress-monitoring target, prepping for an IEP meeting or manifestation determination review, or resolving a disagreement between a parent's request and what the data supports.
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53. ▌
    Sports Medicine Physician · wonsukchoi bundle

    Use when a task needs the judgment of a sports medicine physician — clearing or restricting an athlete's return to play after injury or concussion, running a preparticipation cardiovascular screening, managing an on-field emergency (exertional heat stroke, sudden cardiac collapse, suspected spinal injury), diagnosing a bone stress injury or overtraining/RED-S presentation, or navigating team-physician conflict of interest against coach or parent pressure to clear an athlete early.
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54. ▌
    Substance Abuse Counselor · wonsukchoi bundle

    Use when a task needs the judgment of a Substance Abuse and Behavioral Disorder Counselor — classifying a use event as a lapse, relapse, or genuine treatment failure and choosing the corresponding clinical response, walking through ASAM (or equivalent) dimensions to justify a level-of-care decision, coordinating with a prescriber on medication-assisted treatment, building an individualized relapse prevention plan tied to a client's specific triggers, or managing a disclosure of substance use disorder treatment information under 42 CFR Part 2.
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55. ▌
    Subway Streetcar Operator · wonsukchoi bundle

    Use when a task needs the judgment of a subway or streetcar operator — deciding whether to hold at a stop or run to close a headway gap without violating minimum train separation, evaluating a door-obstruction sensor event before recycling or manually overriding the door, judging an ATC/ATO-to-manual mode transition and its speed restriction, planning a tunnel emergency-evacuation communication sequence, or verifying platform gap-filler deployment at a curved station before releasing doors.
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56. ▌
    Sustainability Specialist · wonsukchoi bundle

    Use when a task needs the judgment of a Sustainability Specialist — calculating Scope 1/2/3 greenhouse gas emissions with appropriate boundary and emission-factor choices, distinguishing location-based from market-based Scope 2 accounting, checking a proposed emissions-reduction target against science-based target trajectory requirements, running a materiality assessment for sustainability reporting, or flagging data-quality tiers in a footprint calculation.
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57. ▌
    Vehicle Systems Inspector · wonsukchoi bundle

    Use when a task needs the judgment of a Transportation Vehicle, Equipment and Systems Inspector — selecting a Level I vs Level II vs Level III roadside inspection under time and lane constraints, applying CVSA out-of-service criteria to a measured brake pushrod stroke or tire tread reading, applying the 20%-of-brakes aggregate rule across a commercial motor vehicle, verifying a hazmat placard against a shipping paper's hazard class and aggregate weight, or distinguishing a CVSA decal from a DOT annual inspection sticker on a disputed call.
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58. ▌
    Water Resource Specialist · wonsukchoi bundle

    Use when a task needs the judgment of a Water Resource Specialist — allocating water rights/supply across competing uses, evaluating a drought contingency or conservation program, assessing a water quality or supply-reliability risk, or balancing environmental flow requirements against municipal/agricultural demand.
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59. ▌
    Water Wastewater Engineer · wonsukchoi bundle

    Use when a task needs the judgment of a water/wastewater engineer — sizing a lift/pump station wet well and force main, computing chlorine contact time (CT) for Giardia/virus inactivation credit, checking a clarifier or filter against Ten States Standards hydraulic and organic loading criteria, sizing a chemical feed system across the full design-flow range, or reviewing a treatment plant's SDWA/NPDES compliance math against actual SCADA or lab data.
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60. ▌
    Weatherization Technician · wonsukchoi bundle

    Use when a task needs the judgment of a weatherization technician — building a Savings-to-Investment-Ratio-ranked measure list for an income-eligible retrofit under a capped per-unit budget, sequencing air sealing and insulation against a combustion-safety retest, deciding whether a house must be deferred for a health-and-safety hazard before work starts, or evaluating whether a tightened envelope still clears the ASHRAE 62.2 mechanical-ventilation floor.
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61. ▌
    Agricultural Grader Sorter · wonsukchoi bundle

    Use when a task needs the judgment of an Agricultural Grader/Sorter — calling a defect grade on a moving packing line, deciding whether a lot with a marginal QC sample gets accepted, hand re-sorted, downgraded, or held, choosing where to station a human grader relative to an optical sorter, or diagnosing why a lot's cull rate or customer chargebacks spiked.
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62. ▌
    Aircraft Service Attendant · wonsukchoi bundle

    Use when a task needs the judgment of an aircraft service attendant — servicing an aircraft's potable water or lavatory/waste system without cross-connecting the two, sequencing turnaround tasks inside a fixed gate-time window, staging ground support equipment around an active aircraft, or timing servicing against a deicing/anti-icing holdover-time window before pushback.
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63. ▌
    Ambulance Driver Attendant · wonsukchoi bundle

    Use when a task needs the judgment of an ambulance driver/attendant (non-EMT) — deciding emergency-vehicle driving mode, clearing an intersection under lights-and-siren, handling a scheduled inter-facility or discharge transport, securing and lifting a patient on a stretcher/gurney, or responding to time pressure from family or a sending facility to "run it hot."
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64. ▌
    Anesthesiologist Assistant · wonsukchoi bundle

    Use when a task needs the judgment of a Certified Anesthesiologist Assistant (CAA) working inside an Anesthesia Care Team — building and executing an intraoperative anesthetic plan under a directing anesthesiologist, reading a vital-sign trend for anesthesia-specific emergencies (malignant hyperthermia, local anesthetic systemic toxicity, awareness), deciding when a deviation is an immediate-escalation trigger versus an independently correctable event, or navigating the jurisdiction/concurrency limits of CAA practice.
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65. ▌
    Broadcast Program Director · wonsukchoi bundle

    Use when a task needs the judgment of a Broadcast Program Director — diagnosing a ratings-book decline into cume vs. TSL causes, deciding whether a format flip is warranted versus a clock/rotation fix, setting spot-load and stopset structure against sales pressure, or clearing content through standards-and-practices and FCC compliance review.
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66. ▌
    Child Family Social Worker · wonsukchoi bundle

    Use when a task needs the judgment of a Child, Family, and School Social Worker — distinguishing an immediate child-safety determination from a longer-term risk assessment, deciding whether an in-home safety plan can control an identified danger versus removal being required, building a safety plan with specific and verifiable (not vague) elements, documenting a case contemporaneously and factually for a court-involved record, or engaging a family's specific context and strengths rather than a generic checklist.
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67. ▌
    Clinical Neuropsychologist · wonsukchoi bundle

    Use when a task needs the judgment of a board-certified Clinical Neuropsychologist — building a neuropsychological battery to localize a brain-behavior deficit, adjudicating performance validity before interpreting any cognitive score, distinguishing a dementia subtype or mTBI sequela from a psychiatric or malingering cause, or writing a forensic, pre-surgical (epilepsy/tumor), or serial-retest report.
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68. ▌
    Coil Winder Taper Finisher · wonsukchoi bundle

    Use when a task needs the judgment of a Coil Winder, Taper, or Finisher — cross-checking a mechanical turn counter against an independent method rather than trusting it blindly, maintaining wire tension within a specified range rather than by feel, avoiding wire handling that risks invisible insulation damage, or performing post-winding electrical testing rather than relying on visual/mechanical inspection alone.
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69. ▌
    Computer Hardware Engineer · wonsukchoi bundle

    Use when a task needs the judgment of a Computer Hardware Engineer — designing a power delivery network and selecting decoupling capacitors for a digital IC's core rail, budgeting a high-speed signal's rise time against trace impedance and via stub length, closing static timing on a board-level DDR or SerDes interface, sizing thermal resistance for a package's TDP, or reviewing a PCB layout for signal- or power-integrity risk before fab release.
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70. ▌
    Computer Science Professor · wonsukchoi bundle

    Use when a task needs the judgment of a Postsecondary Computer Science Professor — diagnosing why a course's DFW (D/F/withdraw) rate spiked, redesigning an intro programming course's assessment structure, staffing TAs and grading load for a large course, deciding what to prioritize pre-tenure, running an academic-integrity (MOSS similarity) investigation, or mapping a curriculum change against ABET student outcomes.
    0
    installs
71. ▌
    Embedded Firmware Engineer · wonsukchoi bundle

    Use when a task needs the judgment of an Embedded/Firmware Engineer — analyzing worst-case execution time for a hard real-time deadline, choosing static over dynamic memory allocation to avoid fragmentation on a long-uptime device, keeping an interrupt service routine minimal and deferring work to the main loop, synchronizing a variable shared between an ISR and main context to prevent a torn read, or verifying a hardware register interaction against the datasheet's exact timing rather than observed bench behavior.
    0
    installs
72. ▌
    Forest Conservation Worker · wonsukchoi bundle

    Use when a task needs the judgment of a Forest and Conservation Worker — planning or executing a seedling-planting contract, diagnosing a failed reforestation stocking survey, sizing fireline or a fuel break for a burn or suppression assignment, scheduling herbicide or mechanical treatment for invasive-species control, or setting a daily crew production quota for planting or thinning.
    0
    installs
73. ▌
    Furnace Kiln Oven Operator · wonsukchoi bundle

    Use when a task needs the judgment of a Furnace, Kiln, Oven, Drier, or Kettle Operator/Tender — deciding whether soak time should be measured from the control sensor or from the load's slowest-heating point, validating temperature uniformity for a changed load configuration before trusting a single sensor, verifying actual atmosphere composition rather than just gas flow, or controlling heating/cooling ramp rate to prevent thermal shock.
    0
    installs
74. ▌
    General Operations Manager · wonsukchoi bundle

    Use when a task needs the judgment of a General/Operations Manager — coordinating multiple departments toward shared execution, diagnosing why cross-functional work is stalling, allocating resources across competing operational priorities, or improving how an organization actually runs day to day.
    0
    installs
75. ▌
    Health Information Manager · wonsukchoi bundle

    Use when a task needs the judgment of a Health Information Manager / Health Information Technologist and Medical Registrar — resolving a master patient index (MPI) duplicate-record match, classifying a tumor as a single vs. multiple primary for cancer registry abstracting, writing a health information governance decision-rights policy, auditing registry case-finding or follow-up-rate completeness for accreditation, or reconciling a data-quality gap surfaced by a quality-measure or interoperability feed.
    0
    installs
76. ▌
    Highway Maintenance Worker · wonsukchoi bundle

    Use when a task needs the judgment of a highway maintenance worker — choosing cold-mix versus hot-mix pothole patch material by pavement temperature, setting up a MUTCD-compliant lane-closure work zone with taper length and device spacing, selecting snow-and-ice control chemical and application rate by pavement temperature, or deciding whether a damaged guardrail section can be reinstalled as-is or needs a stiffened repair.
    0
    installs
77. ▌
    Labor Relations Specialist · wonsukchoi bundle

    Use when a task needs the judgment of a Labor Relations Specialist — processing a grievance against a collective bargaining agreement (CBA), applying the just-cause standard to a disciplinary decision, determining whether an unwritten practice has become binding past practice, tracking a grievance against contractual response deadlines, or preparing a case for arbitration.
    0
    installs
78. ▌
    Laundry Drycleaning Worker · wonsukchoi bundle

    Use when a task needs the judgment of a Laundry and Dry-Cleaning Worker — sequencing treatment for multiple stains of different chemistry on the same garment, deciding whether a care label's instructions are sufficient given the item's actual fiber blend and trims, running a colorfastness spot test before full processing, or documenting existing garment damage before it enters processing.
    0
    installs
79. ▌
    Library Assistant Clerical · wonsukchoi bundle

    Use when a task needs the judgment of a Library Assistant, Clerical — running a circulation-desk shift (checkout, checkin, holds), triaging a patron question into locate-it-yourself vs escalate-to-the-librarian, diagnosing a shelf-reading accuracy problem, or applying the fine/fee schedule to a dispute.
    0
    installs
80. ▌
    Logging Equipment Operator · wonsukchoi bundle

    Use when a task needs senior logging-equipment-operator judgment — matching a feller-buncher/skidder/forwarder system to a cutting block's slope and stand, sequencing machines to avoid a felling-vs-extraction bottleneck, deciding when winch-assist or cable yarding replaces ground-based equipment, handling a hung tree without leaving the cab, or reconciling machine-hour cost against delivered $/ton.
    0
    installs
81. ▌
    Material Moving Supervisor · wonsukchoi bundle

    Use when a task needs the judgment of a First-Line Supervisor of Material-Moving Machine and Vehicle Operators — assigning today's task mix across forklifts, order pickers, and pallet jacks against their different throughput rates, deciding whether an operator with an expired certification or an open near-miss can go back on the floor, checking whether a shift's equipment utilization is running too hot or too idle, or investigating a near-miss before it becomes a recordable incident.
    0
    installs
82. ▌
    Math Teacher Postsecondary · wonsukchoi bundle

    Use when a task needs the judgment of a postsecondary math instructor — diagnosing why a gateway course's DFW rate is high, grading a proof for logical validity, norming a rubric across TAs on a multi-section common exam, or deciding a placement or corequisite-support call for an underprepared student.
    0
    installs
83. ▌
    Medical Equipment Repairer · wonsukchoi bundle

    Use when a task needs the judgment of a medical equipment repairer (biomedical equipment technician / BMET) — triaging simultaneous work orders by patient-safety criticality, deciding whether a device passes electrical-safety and functional return-to-service testing, setting or revising a risk-based PM interval, investigating a repeat-fault device for a recall or reportable-event pattern, or preparing equipment records for a Joint Commission or CMS survey. Distinct from a biomedical-engineer (designs and verifies devices pre-market) and a regulatory-affairs-specialist (owns the submission/recall filing, not the bench work).
    0
    installs
84. ▌
    Medical Records Specialist · wonsukchoi bundle

    Use when a task needs the judgment of a Medical Records Specialist / Health Information Management (HIM) professional — assigning ICD-10-CM/PCS or CPT codes from clinical documentation, drafting a compliant physician query, processing a release-of-information (ROI) request under HIPAA's minimum necessary standard, or building a defense response to a payer/RAC coding-denial audit.
    0
    installs
85. ▌
    Metal Plastic Patternmaker · wonsukchoi bundle

    Use when a task needs the judgment of a Patternmaker, Metal and Plastic — recognizing that CNC machining precision doesn't exempt a pattern from metal-specific shrinkage allowance, matching pattern material/construction durability to actual production volume, verifying multiple patterns on a matchplate are dimensionally coordinated with each other, or confirming a pattern's draft and parting line suit an automated molding machine's specific pulling mechanism.
    0
    installs
86. ▌
    Mining Geological Engineer · wonsukchoi bundle

    Use when a task needs the judgment of a Mining and Geological Engineer — running a pit-slope or underground-opening stability check (limit-equilibrium factor of safety, RMR/Q ground support design), setting an economic cutoff grade or reading a grade-tonnage curve for reserve definition, sizing mine ventilation airflow against MSHA quantity standards, or sequencing extraction/stope design for an ore body under a stability or economic constraint.
    0
    installs
87. ▌
    Mortician Funeral Arranger · wonsukchoi bundle

    Use when a task needs the judgment of a Mortician/Funeral Arranger — running an arrangement conference with a grieving family, verifying death-certificate informant details against a primary source, itemizing a General Price List selection against a family's budget expectation, coordinating religious/cultural timing requirements into a service plan, or determining who holds legal authority to decide when family members disagree.
    0
    installs
88. ▌
    Network Support Specialist · wonsukchoi bundle

    Use when a task needs the judgment of a Computer Network Support Specialist — diagnosing a duplex mismatch from interface error counters, isolating a Path MTU Discovery black hole that hangs large transfers but not small ones, resolving DHCP scope exhaustion producing APIPA addresses, containing a broadcast storm traced to a missing BPDU Guard, or triaging a live ticket's severity against a response-time SLA before diagnosing it.
    0
    installs
89. ▌
    Oil Gas Production Manager · wonsukchoi bundle

    Use when a task needs the judgment of an oil and gas production manager — diagnosing a production shortfall against plan, prioritizing well intervention or workover capital against decline curve economics, deciding whether a well integrity anomaly requires halting production, weighing a shut-in decision against formation damage risk, or evaluating whether stand-down/safety reporting patterns signal normalized deviance building toward an incident.
    0
    installs
90. ▌
    Oral Maxillofacial Surgeon · wonsukchoi bundle

    Use when a task needs the judgment of an Oral and Maxillofacial Surgeon — scoring extraction/impaction difficulty, evaluating nerve-injury risk from a panoramic radiograph, selecting an anesthesia/sedation level for office-based surgery, planning orthognathic (jaw-repositioning) surgery, or managing a post-surgical complication like dry socket or persistent numbness.
    0
    installs
91. ▌
    Personal Financial Advisor · wonsukchoi bundle

    Use when a task needs the judgment of a personal financial advisor — building a retirement income plan, evaluating a Social Security claiming strategy, structuring a tax-loss harvesting and asset-location plan, drafting an Investment Policy Statement, or stress-testing a plan against sequence-of-returns and longevity risk.
    0
    installs
92. ▌
    Postal Service Mail Sorter · wonsukchoi bundle

    Use when a task needs the judgment of a Postal Service Mail Sorter/Processing Machine Operator — diagnosing why a run's reject rate spiked above baseline, deciding whether a throughput shortfall traces to jams or a speed-setting error, triaging a REC keying backlog against downstream delivery risk, or handling mixed-class trays arriving at a single-class machine.
    0
    installs
93. ▌
    Regulatory Affairs Manager · wonsukchoi bundle

    Use when a task needs the judgment of a Regulatory Affairs Manager — choosing a product's regulatory pathway (510(k) vs. De Novo vs. PMA, or EU MDR conformity route), selecting or challenging a predicate device, mapping label claims to required evidence, deciding whether a post-approval design change needs a new submission, or building the regulatory-strategy timeline/cost tradeoff for a launch decision.
    0
    installs
94. ▌
    Self Enrichment Instructor · wonsukchoi bundle

    Use when a task needs the judgment of a Self-Enrichment Instructor — pricing and setting the break-even enrollment for a hobby/craft/movement class, designing a session-1 lesson so a mixed-skill adult cohort re-books, deciding whether to run, combine, or cancel an under-enrolled section, writing a studio's cancellation/no-show policy, or drawing the line on liability and scope for a non-credentialed class.
    0
    installs
95. ▌
    Solar Installation Manager · wonsukchoi bundle

    Use when a task needs the judgment of a Solar Energy Installation Manager running a contractor's install operations — reallocating crews when a job's permit or interconnection status isn't ready for its scheduled install day, classifying an inspection-failure fix against the correct budget line, tracking a jurisdiction's actual permit/interconnection timeline against what customers were quoted, reconciling installed cost-per-watt against budget on a closed job, or deciding whether a system qualifies for automated (SolarAPP+-style) permitting versus manual plan review.
    0
    installs
96. ▌
    Anthropologist Archeologist · wonsukchoi bundle

    Use when a task needs the judgment of an Anthropologist/Archeologist working in cultural resource management (CRM) — scoping a Section 106 Phase I identification survey, designing a shovel-test-pit sampling strategy, evaluating National Register of Historic Places eligibility under Criteria A-D, interpreting excavation stratigraphy via a Harris matrix and radiocarbon results, or running the ethnographic field-methods branch (participant observation, informant interviewing) for a cultural-anthropology component of a project.
    0
    installs
97. ▌
    Architectural Civil Drafter · wonsukchoi bundle

    Use when a task needs the judgment of an Architectural and Civil Drafter — setting up a CAD sheet at the correct scale and viewport scale factor, applying NCS/AIA layer and sheet-numbering standards, dimensioning a wall assembly or site plan per governing convention, managing xrefs and revision clouds across a sheet set, or QC-checking a drawing set before issuance.
    0
    installs
98. ▌
    Biofuels Production Manager · wonsukchoi bundle

    Use when a task needs the judgment of a Biofuels Production Manager — running a biofuel production facility (ethanol, biodiesel, renewable diesel), managing feedstock supply and quality variability, evaluating a yield or efficiency problem, or balancing production economics against commodity price swings.
    0
    installs
99. ▌
    Biomass Power Plant Manager · wonsukchoi bundle

    Use when a task needs the judgment of a Biomass Power Plant Manager — running a biomass-fired power generation facility, managing fuel supply logistics and quality variability, evaluating combustion/efficiency problems, or balancing generation output against fuel cost and emissions constraints.
    0
    installs
100. ▌
     Business Continuity Planner · wonsukchoi bundle

     Use when a task needs the judgment of a Business Continuity Planner — running a business impact analysis (BIA) to derive recovery time objectives, mapping process dependencies to find single points of failure, evaluating whether current recovery capability meets a process's maximum tolerable downtime, designing or debriefing a tabletop exercise, or building the cost-benefit case for a continuity investment.
     0
     installs