Music roles with the least observed AI use
Among music roles with open jobs, Architectural and Engineering Managers, Sales Managers and Producers and Directors 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.
Music roles with the least observed AI use
Rebuilt weekly. November 2026 edition.
| # | Role | AI use in tasks |
|---|---|---|
| 1 | Architectural and Engineering Managers13 open | 3% of tasks |
| 2 | Sales Managers24 open | 4% of tasks |
| 3 | Producers and Directors6 open | 9% of tasks |
| 4 | News Analysts, Reporters, and Journalists5 open | 21% of tasks |
| 5 | Software Developers8 open | 29% of tasks |
| 6 | Bill and Account Collectors76 open · Median pay $53k | 30% of tasks |
| 7 | Computer Systems Engineers/Architects15 open | 31% of tasks |
| 8 | Marketing Managers22 open · Median pay $121k | 32% of tasks |
| 9 | Financial Managers6 open | 39% of tasks |
| 10 | Human Resources Specialists6 open | 40% of tasks |
| 11 | Data Scientists8 open | 46% of tasks |
| 12 | Financial and Investment Analysts5 open | 57% of tasks |
| 13 | Market Research Analysts and Marketing Specialists6 open | 65% 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 manufacturing30,495
- Defense and aerospace28,716
- Healthcare25,566
- Financial services25,485
- Education12,966
- Non-profits12,761
- Biotech and pharma10,685
- AI8,032
- Construction7,390
- Transportation and logistics4,894
- Space4,802
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- Automotive and EV3,639
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- Telecom1,354
- Tourism and hospitality1,235
- Steel, aluminum and metals966
- Oil and gas933
- Mining and natural resources891
- Restaurants890
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- Shipbuilding and maritime471
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- Foundation334
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- Sports207
- Movies and film46
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