Mining and natural resources roles with the least observed AI use
Among mining and natural resources roles with open jobs, Mining and Geological Engineers, Including Mining Safety Engineers, First-Line Supervisors of Production and Operating Workers and Health and Safety Engineers, Except Mining Safety Engineers and Inspectors show the least AI use at work so far. This measures use observed now, not a forecast of job loss, and a low number means no use seen yet. Every job on this page is in the United States, taken from the employer’s own career site or job system and checked to still be open.
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Mining and natural resources roles with the least observed AI use
Rebuilt weekly. November 2026 edition.
| # | Role | AI use in tasks |
|---|---|---|
| 1 | Mining and Geological Engineers, Including Mining Safety Engineers26 open | 0% of tasks |
| 2 | First-Line Supervisors of Production and Operating Workers9 open | 0% of tasks |
| 3 | Health and Safety Engineers, Except Mining Safety Engineers and Inspectors6 open | 0% of tasks |
| 4 | Civil Engineers64 open | 1% of tasks |
| 5 | Industrial Production Managers27 open | 1% of tasks |
| 6 | Architectural and Engineering Managers16 open | 3% of tasks |
| 7 | Environmental Engineers16 open | 4% of tasks |
| 8 | Industrial Engineers30 open | 4% of tasks |
| 9 | Geoscientists, Except Hydrologists and Geographers17 open | 4% of tasks |
| 10 | Sales Managers41 open | 4% of tasks |
| 11 | Environmental Scientists and Specialists, Including Health14 open | 5% of tasks |
| 12 | Electrical Engineers19 open | 6% of tasks |
| 13 | Engineers, All Other43 open | 7% of tasks |
| 14 | Compliance Managers16 open | 7% of tasks |
| 15 | Mechanical Engineers13 open | 8% of tasks |
| 16 | First-Line Supervisors of Mechanics, Installers, and Repairers5 open | 10% of tasks |
| 17 | Construction Managers7 open | 12% of tasks |
| 18 | General and Operations Managers20 open | 14% of tasks |
| 19 | Computer and Information Systems Managers7 open | 16% of tasks |
| 20 | Logistics Analysts12 open | 16% of tasks |
| 21 | Purchasing Managers7 open | 20% of tasks |
| 22 | Computer Systems Analysts7 open | 28% of tasks |
| 23 | Software Developers28 open | 29% of tasks |
| 24 | Computer Systems Engineers/Architects19 open | 31% of tasks |
| 25 | Marketing Managers9 open | 32% of tasks |
Share of this job’s tasks that AI is already used for at work, from real usage. It is not a forecast of job loss, and a low number means no use seen yet. Source: Anthropic Economic Index, March 2026. Only roles with at least five open jobs here are listed.
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