Foundation roles with the least observed AI use
Among foundation roles with open jobs, Quality Control Systems Managers, Sales Managers and Clinical Research Coordinators 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.
Foundation roles with the least observed AI use
Rebuilt weekly. November 2026 edition.
| # | Role | AI use in tasks |
|---|---|---|
| 1 | Quality Control Systems Managers7 open | 1% of tasks |
| 2 | Sales Managers5 open | 4% of tasks |
| 3 | Clinical Research Coordinators5 open | 6% of tasks |
| 4 | Medical and Health Services Managers18 open | 7% of tasks |
| 5 | Engineers, All Other5 open | 7% of tasks |
| 6 | Managers, All Other6 open | 7% of tasks |
| 7 | General and Operations Managers6 open | 14% of tasks |
| 8 | Computer Systems Engineers/Architects6 open | 31% of tasks |
| 9 | Marketing Managers6 open | 32% of tasks |
| 10 | Accountants and Auditors7 open | 35% of tasks |
| 11 | Investment Fund Managers6 open | 39% of tasks |
| 12 | Secretaries and Administrative Assistants, Except Legal, Medical, and Executive5 open | 45% of tasks |
| 13 | Financial and Investment Analysts8 open | 57% 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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- US manufacturing30,611
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- Healthcare26,211
- Financial services26,106
- Education13,810
- Non-profits12,670
- Biotech and pharma11,001
- AI8,080
- Construction7,228
- Space4,946
- Transportation and logistics4,911
- Semiconductors3,730
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- Clean energy and nuclear2,163
- Real estate1,592
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- Tourism and hospitality1,274
- Steel, aluminum and metals967
- Oil and gas950
- Restaurants931
- Mining and natural resources874
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- TV and streaming777
- Shipbuilding and maritime549
- Casino and gaming458
- Music435
- Museum242
- Sports223
- Movies and film48
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