Who handles databases at work?

21 different careers — and it means something different in each. Databases for a Aquaculture Technician is not databases for a Beekeeping Specialist. Below, the real task it carries in every job, with a ready AI prompt for each.

21careers do this work
19prompts that speak it
2attested by the job's own software

The databases, job by job

Same artifact, different stakes — each card is one career's real use of it, with its prompt.

Aquaculture Technician — Bioinformatics databases

Enter the weekly sequencing and sample metadata into the bioinformatics databases, linking tank IDs, feed rates, temperature logs, and sequencing files so the hatchery supervisor can review genetic health before Friday culling.

Beekeeping Specialist — Bioinformatics databases

Upload colony health swabs and hive-level sequencing notes into the bioinformatics databases, tag each entry with apiary location, mite counts, and treatment history so I can generate resistance reports for the extension agent next week.

Biotechnologist — Bioinformatics databases

Add the latest sequencing run metadata, sample QC flags, and analysis notes to the bioinformatics databases, tagging project HumanGut_2026, noting contamination in sample HGT_12, and notify Emma by end of day if entries are incomplete.

Commercial Pilot — Aircraft databases

Update the aircraft databases with tonight's NOTAM supplements, the new terrain/obstacle entries for our fleet of 737-800s, and flag any nav-data mismatches before tomorrow's 0500 dispatch so the company has a clean record.

Community Health Worker — Client databases

Update the client databases with new outreach results: add contact notes for Jamal Reed, his referral source, outreach date 7/20, and schedule a follow-up visit within two weeks, flagging high social needs for the case manager.

Community Nutrition Educator — Client databases

Enter participants reached at the farmers market into the client databases, include name, phone, consent for newsletters, food budget screening score, and whether they received the nutrition flyer so I can generate the group report Friday.

Food Inspector — Operational databases

Record today's inspections, food contact surface swabs, and corrective actions into the operational databases, flag the three repeat offenders from Riverside Deli, attach photos, and notify the compliance manager by end of day Friday.

Food Safety Inspector — Operational databases

Enter the dairy plant walkthrough findings, sample results, and hazard notes into the operational databases, mark the batch numbers needing hold, and generate the traceability list for the safety meeting Tuesday.

Helicopter Pilot — Aircraft databases

Refresh the aircraft databases with the latest heli-specific obstacle and landing zone changes from tonight's brief, note weight-and-balance revisions for the S-92, and confirm the update is staged for tomorrow's first flight at 0600.

Manicurist — Customer databases

Update the customer databases with three new clients from today's walk-ins, add services taken, phone, preferred technician Elena, and note gel polish allergy before closing the books at 7pm.

Marine Spatial Planner — Museum databases

Reconcile the museum databases: run the missing accession audit against the physical inventory, correct location fields for any discrepancies, log changes with justification, and circulate the updated register to the collections manager.

Moving Helper — Operational databases

Update the truck loading, inventory moved, and damage reports in the operational databases, record the two fragile items needing special handling, and schedule the return trip with the crew for Saturday morning.

Mycologist — Bioinformatics databases

Log the new fungal isolate identifiers, culture conditions, ITS reads and phenotype observations into the bioinformatics databases for the SoilFungi survey, flag cultures needing repeat plating, and alert lab manager Marco before Friday.

Neuroscientist — Bioinformatics databases

Enter the MRI-derived connectivity matrices, behavioral scores, and preprocessing notes into the bioinformatics databases under Subject Cohort A, mark any datasets with motion artefacts, and ask Priya for re-scan approvals by Wednesday.

Nutrition Coach — Client databases

Add today's coaching notes to the client databases for Maria Lopez: baseline weight, dietary goals, three recommended recipes, and set a two-week check-in reminder so I can prepare her personalized meal plan.

Pilot — Aircraft databases

Consolidate today's flight-plan amendments and new airport procedures into the aircraft databases, mark any GPS approach changes for the fleet's 737 and A320, and ensure the file is uploaded for the 0400 world-wide sync.

Psychiatric Social Worker — Client databases

Document the intake and risk assessment in the client databases for tenant 4B, include presenting problems, current medications, safety plan items, and referrals made to psychiatry and housing services today.

Seed Production Specialist — Operational databases

Log seed lot germination rates, field pollen observations, and post-harvest defects into the operational databases, quarantine Lot 47A, and create the shipment hold notice for the sales team tomorrow.

Tour Operations Manager — Customer databases

Export the week's new leads and update the customer databases with confirmed bookings, payment status, and tour preferences so the sales team can reassign unfilled spots by Friday noon.

Also lives in these jobs

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.

The rest of the map

Same library, five ways in.

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