88 different careers — and it means something different in each. Code for a Arson Investigator is not code for a Fire Safety Officer. Below, the real task it carries in every job, with a ready AI prompt for each.
88careers do this work
95prompts that speak it
3attested by the job's own software
The code, job by job
Same artifact, different stakes — each card is one career's real use of it, with its prompt.
Arson Investigator — Educate public on fire safety
Draft a one-page flyer for distribution at the farmers market this Saturday that teaches three everyday fire-safety habits, how to check smoke alarms, a short checklist for home escape planning, and the local fire department nonemergency number—write it in friendly plain language and include a QR code link to more resources.
Fire Safety Officer — Enforce fire codes and regulations
Inspect 45 High Street for code breaches, document three violations with photos and the cited code sections, issue a written notice requiring corrective action within 21 days, and log the enforcement action in the department record.
Acting Coach — Explain and enforce safety rules and regulations.
Review the production safety rules for rehearsals and shows, circulate the signed code of conduct and emergency procedures to cast and crew, run a ten-minute onstage hazard briefing before each rehearsal, and enforce compliance with zero-tolerance for unsafe blocking.
Actuary — Ensure compliance with licensing and professional standards.
Compile a compliance pack mapping current insurance and pension products to the professional code and licensing rules, document exceptions, attach supporting calculations and a sign-off checklist, and circulate to Legal and Chief Actuary by Friday.
Airport Operations Manager — Follow ethical code of conduct in transport services
Draft a formal reminder to all operations staff reiterating the code of conduct on safety reporting, conflict of interest and passenger assistance, include examples of unacceptable behaviour and the reporting procedure, and circulate it to all teams with a read receipt request by Friday.
Explain warranty limits to Mr. Gomez, apply the company labor cap and parts discount from policy 4.2, get his consent for the out-of-warranty charge, and note the authorization code on the work order.
Check the R-3 zoning for 152 Willow Street against the municipal code: confirm permitted uses, maximum building height, required setbacks, lot coverage and parking requirements, then summarize conflicts and recommended solutions for the client meeting Friday morning.
Architectural Drafter — Prepare multiple versions of designs for review
Prepare three alternate design sets for the client review: a baseline code-compliant option, a value-engineered option with simplified structure, and a high-end option with material callouts; package each set as full plan sheets with revision clouds and a one-page comparison schedule.
Review the traffic control requirements for the Elm Street resurfacing shift: list applicable speed limits and lane closure rules, ensure flagger qualifications meet the city code, update the traffic management sheet and tell the crew lead which signs and cones to place before the 07:00 start.
Backend Developer — Debug and troubleshoot software errors
Investigate the API failures seen since midnight: reproduce the error with the failing request, capture logs and stack traces, pinpoint the code path and probable root cause, and draft a fix with test cases by end of day for review by Priya and Marcus.
Convert the SAP table of derived variables into reproducible code modules, implement unit tests for each calculation, run them against the sample dataset, and commit the tested modules with clear change notes before the code freeze on Friday.
Run the analysis pipeline to compute normalized counts, perform differential testing between treated and control groups, produce volcano and PCA plots, attach the code and parameters used, and summarise top hits with effect sizes for lab notes.
Boiler Chemical Treatment Technician — Check the air quality of ventilation systems and make adjustments to ensure compliance with mandated safety codes.
Check supply and exhaust duct air samples at the main AHU and rooftop vents, record CO, CO2 and particulates, adjust dampers and fan speeds to meet the building code limits, and re-sample before end of shift.
Building Inspector — Confer with owners, violators, or authorities to explain regulations or recommend remedial actions.
Meet with Sarah Patel, the property owner at 18 Harbor Crescent, and explain the code violations found on the east stairwell, recommend removing combustible storage within three days and submitting remedial plans from Ace Renovations within two weeks, then record her agreement.
Validate the coupon, stamp, or gift card for expiry and applicable items, enter the code or scan the voucher, apply the discount to the transaction, and print or note the remaining balance on the gift card for the customer.
Program the three-axis milling sequence for bracket job 210 using the customer drawing and tool list, set feeds and speeds for the specified alloy, generate the NC code, and save a labeled run file for the morning shift.
Coach — Explain and enforce safety rules and regulations.
Review the code of conduct and safety checklist, post the rules for the next three practices, brief players on concussion and equipment protocols at Tuesday practice, and document any safety concerns in the incident log.
Compliance Manager — Communicate policies and procedures
Send the updated code of conduct and procedure summary to all department heads with a one-week deadline, include a two-paragraph plain-language summary, ask for confirmation of receipt and planned training dates, and attach the signed approval log.
Classify the account for business account 00987-BC as collectible, uncollectible or litigation referral based on the balance, payment history, and hardship documents, update the classification code and write a two-paragraph rationale for the case file by end of day Wednesday.
Computational Scientist — Approximate mathematical constants such as π
Implement and run three independent algorithms to approximate pi to at least one million digits, compare convergence rates and runtime, and provide the code and performance table for the methods section by next Tuesday.
Script a four-page comic outline about a city inspector chasing a code violation that reveals a neighborhood story, with panel descriptions, snappy dialogue, and captions labeled for artist handoff by Tuesday.
Cost Accountant — Provide other tax-related advice in reference to current legislation
Summarise the tax impacts of the April 2026 legislation change on our manufacturing credits and inventory valuation, provide three compliant planning options with pros and cons, and cite the specific code sections to use in the client memo for procurement and finance.
Update the course web pages so the interactive code runs responsively: fix the broken lesson scripts, ensure the navigation works on mobile, validate the page structure against accessibility rules, then publish the tested pages by Friday.
Data Scientist Astronomy — Combine statistical knowledge with coding
Combine the telescope logs, calibrated photometry tables and survey metadata into a reproducible analysis pipeline, implement the statistical models and productionize the code so colleagues can rerun nightly batch recommendations.
Data Visualization Specialist — Review designs, codes, test plans, or documentation to ensure quality.
Review the visualization code, accompanying test plan and documentation for the Q2 dashboard, flag any data quality or RDF query mismatches, list defects with severity and required fixes, and sign off or request rework within two business days.
Decor Designer — Write code for websites using HTML, XML, JavaScript, or SQL
Add HTML, XML and JavaScript to the homepage and product pages so the decorative finishes gallery loads progressively, the contact form stores entries in the site database, and the code passes the staging lint and accessibility checks before deployment on Friday.
Update the patient's hygiene recall and treatment plan for Maria Lopez after her cleaning, post charges for the Prophy code, and save the appointment note under open dental so front desk can confirm her next two recalls.
enter replaced parts, serial numbers, and quantities used into the inventory tracking for unit 5231, note the returned cores and leftover stock, and attach the fault code readings from the engine run test before I close the job sheet.
Education Policy Analyst — Use software like R, Python, SAS, SQL
Prepare the reproducible analysis pipeline that ingests cleaned enrollment and assessment files, documents each transform, runs the required regressions and diagnostic scripts, and packages the code and outputs so a colleague can re-run it without manual steps.
Esports Event Manager — Explain rules and regulations of facilities and entertainment attractions to customers.
Walk the group of players and parents through the venue code of conduct and prize-area rules before sign-in, highlight headset hygiene, queueing protocol, and penalties for match disputes, then collect signatures for acknowledgment at the front desk.
Esports Team Manager — Implement directives from higher command levels
Implement directives from the org director about stricter security and reporting: update the staff code, set mandatory training sessions next week, assign a security lead and roll out a daily incident log template to all team staff by Wednesday.
Ethnographer — Collect information through interviews
Transcribe the latest ten life-history interviews, code them for kinship, livelihood, and mobility patterns, extract representative quotes for each code, and prepare audio timestamps and consent confirmations for the archive.
Experimental Physicist — Create mathematical models of physical systems
Build the mathematical model for the coupled pendulum system, derive the governing equations, fit parameters to last month's data, quantify residuals and deliver the model code plus a short note on assumptions to the theory group on Thursday.
Fact Checker — Post charges against guests' or patients' accounts.
Post the guest charge for room service to the correct folio by verifying guest name and room number, enter the service code and amount, and notify the billing office that the charge is pending settlement.
Fire Safety Consultant — Consult with authorities on safety regulations
Prepare a concise briefing for the municipal building inspector and legal counsel that maps the proposed code changes to existing clauses, highlights enforcement challenges and public safety impacts, and suggest three concrete amendment texts to present at the regulatory meeting next Tuesday.
Food Labeling Specialist — Dental clinical records
Amend the dental clinical records to record the allergen analysis sampling change for batch 14B, attach the new formulation certificate, and add the item code used in the customer-facing label files before the regulatory deadline tomorrow.
Football Coach — Explain and enforce safety rules and regulations.
Review the safety rules for practices and games, distribute the written code of conduct to players and parents, run a twenty‑minute on-field briefing before Thursday practice, and enforce penalties for noncompliance starting immediately.
Foreign Correspondent — Sort and route correspondence items
Sort today's incoming cables into intelligence, logistics, and admin piles, assign each to the corresponding city correspondent with a priority code, update the routing column in the control sheet, and email routing confirmations to recipients before 16:00.
Before check-in, verify the guest’s card details and authorization with their company, run the card through the approved verification service, flag any declines for manager review, and log the approval code or reason for refusal.
Full Stack Developer — Utilise computer-aided software engineering tools
Model the new authentication flow as sequence diagrams, generate the scaffold code for the backend service, run the static analysis and produce a short developer guide describing the design patterns and integration tests required.
Furniture Assembler — Confer with customers to determine furniture colors or finishes.
Sit with Mrs. Alvarez and her husband, bring three stained maple samples and the catalogue swatch, confirm the room lighting and pick the exact sheen and tone they want, then note the chosen code and next delivery date.
Handyman Home — Electrical power safety regulations
Review the site's electrical power safety checklist against current installations at Gate A and B, log any noncompliant items with reference to the code clause, attach photos and required corrective action, and send the report to safety officer today.
Hotel Maintenance Technician — Electrical power safety regulations
Audit current electrical rooms against the code checklist, record missing signage, PPE availability and breaker labeling, attach photos and cite the exact clause failed, then submit the compliance packet to Safety and the Hotel Director by noon Friday.
If a machine stalls, run the local fault checklist: isolate power, clear visible jams, reset safety interlocks, attempt a controlled restart; if fault persists, log the fault code, tag the machine out and page maintenance technician Aaron.
Language Technology Analyst — Follow ethical codes protecting confidentiality
Review the client intake notes and flag any confidentiality risks, redact personal identifiers from the working files, log who accessed the materials and why, and confirm compliance with the code to the project lead by end of day.
Review the confidential intake transcript and mark any passages that risk breaching participant privacy, redact personal identifiers, and produce a one‑page note on how I complied with the interpreter code for the file I must archive.
Locksmith — Use manual and automatic cutting tools
Set up the bench for profile cutting, calibrate the lathe and the electronic code reader, cut five blanks to specification, measure tolerances to 0.1 mm, deburr each piece and log batch dimensions and operator initials in the job sheet.
Mailroom Clerk — Input documents into filing system
Scan and index the incoming stack of vendor invoices and personnel forms into the central filing index, assign each document a unique reference, attach the department code and retention period, then confirm upload and shred originals where retention allows.
Every job keeps its own logs, files, records and schedules — and the same one can live in hundreds of jobs, meaning something different in each. The LLOS Work Atlas maps them from the evidence — the software each career is attested to use — never from imagination.