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.
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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 Managers40 open | 4% of tasks |
| 3 | Producers and Directors14 open | 9% of tasks |
| 4 | General and Operations Managers6 open | 14% of tasks |
| 5 | Lawyers5 open | 17% of tasks |
| 6 | Advertising and Promotions Managers11 open | 17% of tasks |
| 7 | News Analysts, Reporters, and Journalists7 open | 21% of tasks |
| 8 | Art Directors6 open | 21% of tasks |
| 9 | Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products5 open | 27% of tasks |
| 10 | Software Developers23 open | 29% of tasks |
| 11 | Bill and Account Collectors73 open · Median pay $53k | 30% of tasks |
| 12 | Computer Systems Engineers/Architects21 open | 31% of tasks |
| 13 | Marketing Managers32 open | 32% of tasks |
| 14 | Accountants and Auditors5 open | 35% of tasks |
| 15 | Financial Managers9 open | 39% of tasks |
| 16 | Human Resources Specialists7 open | 40% of tasks |
| 17 | Data Scientists13 open | 46% of tasks |
| 18 | Financial and Investment Analysts8 open | 57% of tasks |
| 19 | Market Research Analysts and Marketing Specialists8 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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- AI8,364
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- Transportation and logistics5,669
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