Document operational activities with AI?

Software Quality Assurance Analysts and Testers spend the most time on it, about 1h 2m a shift. Of the 22 jobs that do it, 5 have AI or robot evidence.

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In 5 of the 22 jobs that do this, AI or robots already show up on it, most often as work people hand to AI. In the other 17, there's no evidence yet. Jobs spend a median of 24m of an 8-hour shift on it, and about 4.4 million U.S. workers hold these jobs.

17No evidence yet
4Often handed to AI
1Robots

Every job that does this

Each job words the task its own way. Minutes are that job's estimate for a typical shift; the label is the evidence for that job's version.

Job and its version of the taskPer shiftEvidence
Software Quality Assurance Analysts and TestersIdentify, analyze, and document problems with program function, output, online screen, or content.1h 2mNo evidence yet
Electrical and Electronics Repairers, Powerhouse, Substation, and RelayPrepare and maintain records detailing tests, repairs, and maintenance.53mNo evidence yet
Operations Research AnalystsPrepare management reports defining and evaluating problems and recommending solutions.41mOften handed to AI
Computer User Support SpecialistsMaintain records of daily data communication transactions, problems and remedial actions taken, or installation activities.38mNo evidence yet
Mechanical Door RepairersComplete required paperwork, such as work orders, according to services performed or required.33mNo evidence yet
Radio, Cellular, and Tower Equipment Installers and RepairersComplete reports related to project status, progress, or other work details, using computer software.29mNo evidence yet
First-Line Supervisors of Mechanics, Installers, and RepairersCompile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results.28mNo evidence yet
Control and Valve Installers and RepairersRecord meter readings and installation data on meter cards, work orders, or field service orders, or enter data into hand-held computers.26mNo evidence yet
Geothermal TechniciansCollect and record data associated with operating geothermal power plants or well fields.26mRobots
Health Informatics SpecialistsIdentify, collect, record, or analyze data relevant to the nursing care of patients.24mNo evidence yet
Computer Network Support SpecialistsDocument help desk requests and resolutions.24mOften handed to AI
Locksmiths and Safe RepairersKeep records of company locks and keys.21mNo evidence yet
Heating, Air Conditioning, and Refrigeration Mechanics and InstallersRecord and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.18mNo evidence yet
First-Line Supervisors of Security WorkersDevelop and document security procedures, policies, or standards.18mNo evidence yet
Coin, Vending, and Amusement Machine Servicers and RepairersKeep records of merchandise distributed and money collected.18mNo evidence yet
Telecommunications Engineering SpecialistsDocument user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.18mNo evidence yet
Telecommunications Equipment Installers and RepairersMaintain computer and manual records pertaining to facilities and equipment.18mNo evidence yet
Computer, Automated Teller, and Office Machine RepairersComplete repair bills, shop records, time cards, or expense reports.13mNo evidence yet
Security and Fire Alarm Systems InstallersPrepare documents, such as invoices or warranties.12mOften handed to AI
Network and Computer Systems AdministratorsPerform routine network startup and shutdown procedures, and maintain control records.12mNo evidence yet
Web AdministratorsGather, analyze, or document user feedback to locate or resolve sources of problems.12mOften handed to AI
Electrical and Electronics Repairers, Commercial and Industrial EquipmentSign overhaul documents for equipment replaced or repaired.6mNo evidence yet

How to read this

This task type comes from O*NET's detailed work activities, which link similar tasks across jobs. A label applies to one job's version of the task: AI use comes from real AI conversations (Anthropic Economic Index) and robot evidence from deployments in real workplaces. "No evidence yet" may just mean the task is rare in the data. How we keep time.

See all 250 shared tasks, or find any job on the big clock.