Labor Inspector
| Median wage (USD) | 83910 |
|---|---|
| Projected employment growth (%) | 12 |
| AI exposure (%) | 36 |
| Maximum exposure (%) | 43 |
| Source | eloundou |
| What AI changes in this occupation | Writing inspection reports and findings, compiling regulatory registers, summarising the applicable regulations and preparing standard notices are moving to tools that draft, file and check those documents — the written share of the job, the one that filled the office hours, is the part being delegated BLS still projects 12% growth from 2024 to 2034 for the occupational health and safety group — 163,700 jobs rising to 182,900, about 18,300 openings a year — a pace "much faster than average". So the pressure is not falling activity: demand for inspection and regulatory compliance is rising, but the documentation side is the most automatable, and that is exactly what newcomers are trained on On-site inspection, interviewing a worker who fears retaliation, ordering a dangerous activity to stop, taking samples and negotiating compliance with an employer remain human — that is where the inspector's personal accountability sits, and where the transition happens |
| Key skills | Labor law and occupational health and safety regulation · inspection and investigation technique · interviewing workers and employers · writing findings and reports · industrial hygiene and sampling · incident data analysis · compliance enforcement and negotiation · OHS management systems · risk, noise and ergonomics assessment · digital inspection and case-tracking tools |
| Courses to get ahead | Introduction to OSHA: Safety Standards and Compliance · Coursera · About 2 hours in total · 90 · The only course in this selection that covers the enforcement mechanism itself: OSHA standards, its enforcement strategies, employer and worker responsibilities and whistleblower protection. It is the framework in which an inspector characterises a breach and justifies a requirement — the part of the job that is not delegable, because it carries your signature. Agency, Employment, and Labor Law · Coursera (Pearson) · About 4 hours in total · 88 · The legal backbone of the job: agency relationships, worker protection laws, union organising, immigration and collective bargaining. It is the reasoning an inspector must hold in front of an employer who pushes back — and which an AI can summarise without being able to commit to it on your behalf. Industrial Hygiene and Incident Management · Coursera (L&T EduTech) · About 1 week · 86 · The two central gestures on the O*NET card are handled one by one: the hygiene programme — noise, vibration, illumination, ventilation, heat stress, radiation — and incident investigation methodology, with ergonomic factors and assessment tools. Enough to argue with a hygiene report instead of copying it. Industrial Safety Engineering · Coursera (L&T EduTech) · About 1 week · 84 Employee Relations · Coursera (Pearson) · About 4 hours in total · 80 High-Impact Business Writing · Coursera (University of California, Irvine) · About 8 hours in total · 78 |
| Occupations to pivot toward | Construction and Building Inspector · 72120 · -1 · 14 Occupational Health and Safety Technician · 58440 · 12 · 42 Health and Safety Engineer · 109660 · 4 · 52 |
| Skills to acquire for the pivot | Eloundou measures this occupation's exposure at 36% (human β) and up to 43% (human ζ): writing reports and findings, maintaining documented hygiene programmes, analysing incident data, preparing training material, updating emergency plans, keeping hazardous-material registers and documenting "right-to-know" programmes are largely delegable to AI, but on-site inspection, ordering a dangerous activity to stop, accident investigation, complaint investigation, recommending protective measures and taking samples remain human. The β of 36% is one of the lowest in the repository: it places the occupation well below compliance officers (61), tax examiners (68) and court clerks (59), and in the same low band as nursing assistants (14) and order pickers (19) — because the heart of the job is going to the site, conducting an interview and making a decision that binds the inspector personally, not processing documents. SOC mapping, to be read before citing this card: O*NET and BLS recognise no "labor inspector" occupation. The card for code 19-5011.00 "Occupational Health and Safety Specialists" is the one whose tasks actually describe the gesture — inspect or evaluate workplace environments, equipment or practices to ensure compliance with safety standards and government regulations (importance 78/100), order suspension of hazardous activities (85/100), investigate accidents (83/100), investigate health-related complaints and inspect facilities for compliance with legislation (74/100), write reports (73/100) — and that is the one retained. The candidate that would host the wages-and-hours side, 13-1041.00 "Compliance Officers", was set aside for two verified reasons: its O*NET card is a licensing card — its reported titles are "Driver License Examiner", "License Examiner", "Motor Vehicle Clerk" — and the code is already used by the repository's agent-conformite card. The part of the job that checks pay, working time and contracts therefore has no separate US card: that limit is stated here rather than hidden. Method note: O*NET lists 22 scored tasks (19 core, 3 supplemental) and the exposed/resistant split (52/48) follows their importance scores. The GPT-4 self-rated series (β 33, ζ 62) is kept in expositionGpt4 and is not displayed, in line with the decision of 21 August 2026. BLS projects 12% growth from 2024 to 2034 for the "occupational health and safety specialists and technicians" group — 163,700 jobs in 2024 rising to 182,900, 19,200 more, and about 18,300 openings a year — a pace described as "much faster than average", against 3% for all occupations. This is one of the few enforcement occupations in the repository whose employment grows strongly, and the reason is not an economic cycle but a regulatory duty: having workplaces inspected. Two reading caveats are carried on the card. First, the growth figure is for the combined group (specialists 19-5011 and technicians 19-5012), while the salary is the "specialists" line alone: BLS publishes the two salary lines separately but only one projection. Second, the card covers the health-and-safety side of labour enforcement; the wages, working-time and contract side, central in France and Quebec, has no US card — so it is not described here as if it had one. The three pivots frame the way out in three directions. The construction and building inspector ($72,120, −1%, exposure 14) is the neighbouring inspection occupation, less exposed and less paid, whose employment edges down despite about 14,800 openings a year from turnover. The occupational health and safety technician ($58,440, +12%, exposure 42) is the step below, in the same field. The health and safety engineer ($109,660, +4%, exposure 52) is the technical progression: far better paid, and more exposed because it is more document-based. The median salary for occupational health and safety specialists is $83,910 a year, the May 2024 figure, and the top 10% earn more than $130,460 while the bottom 10% earn less than $50,610. Entry typically requires a bachelor's degree in occupational health and safety or a related field: that is what separates this line from the technicians' line on the same page ($58,440, high school diploma and on-the-job training). Within the repository, the occupation pays above compliance officers ($78,420) and construction and building inspectors ($72,120), and far below health and safety engineers ($109,660) — the $25,750 gap with the latter is the price of design, not of inspection. A source note, so the card stays citable: the revenue and projection figures come from the edition of the Occupational Outlook Handbook that publishes May 2024 data and 2024-2034 projections — the vintage named in `_note` — and the three pivot OOH pages were read from the same edition, so the whole card carries a single vintage. The scores of the six courses are editorial estimates, as on the other cards; salary, growth, exposure and tasks all come from a named source. |
| GPT-4 exposure — beta / zeta (%) | 33 · 62 |