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Key takeaways
- The U.S. Handbook does not list “AI specialist.” Classify the work under marketing managers, data scientists, or software developers.
- May 2024 BLS medians: marketing managers $161,030; data scientists $112,590; software developers $133,080.
- A practical test: does the role own the campaign outcome, or the model/pipeline? That split maps to O*NET 11-2021 versus 15-2051 / 15-1252.
There is no AI-specialist SOC
AI specialist role marketing vs technology classification is not a U.S. Bureau of Labor Statistics occupation code—the Handbook still files the work under marketing managers, data scientists, or software developers.
BLS’s 2025 Monthly Labor Review article explains how Employment Projections treated AI for the 2023–33 cycle: as a technology affecting computer, legal, business, and engineering occupations, with research locked in June 2024. It does not mint a new “AI specialist” line. Hiring debates about agencies versus staff belong on consultants versus in-house.
When the work is marketing
O*NET 11-2021.00 Marketing Managers (updated 2026) plans policies and programs, estimates demand, identifies customers, and sets pricing. The BLS Outlook page puts marketing managers’ May 2024 median at $161,030 (advertising and promotions managers $126,960). Prompt skill does not move that SOC by itself.
Titles like “AI marketing specialist” or “GTM engineer” on SERP blogs are employer inventions. If the scorecard is pipeline, brand, and spend, keep the person in marketing—even when they operate generation tools. Project-shaped AI work still needs a human owner; see project managers and AI.
When the work is technology
Data scientists show $112,590 median pay (May 2024), 34% projected growth 2024–34, and 245,900 jobs in 2024. BLS notes some build machine-learning systems; others support marketing and sales strategy with analysis. O*NET 15-2051.00 lists NLP and machine learning as core tasks.
Software developers show a $133,080 May 2024 median ($102,610 for software QA analysts and testers). If the “AI specialist” ships agents, MCP servers, or production inference, you are in this family. Skills-versus-protocol questions sit in AI skills vs MCP. The jobs cluster hub is Job Security & Future; the silo is AI Impact.
FAQ
Should compensation follow the AI title or the SOC?
Use the SOC that matches duties, then adjust for local market. Occupation medians above are national May 2024 figures, not AI-premium surveys.
Can one person sit in both columns?
Small companies collapse the work. BLS still publishes separate occupations. Write two scorecards even if one human fills both.
Does BLS plan an AI-specialist code soon?
The 2025 MLR article describes incorporating AI impacts into existing projections. It does not announce a new specialist SOC. Watch future Handbook updates rather than LinkedIn title fads.
