SOC 15-2099
Mathematical Science Occupations, All Other
Risk Score
⚠️67/100
High Risk
US Employment
👥4,660
Total workers
Median Wage
💰$71K
$40K – $154K
Projected Growth
📈+4%
2023-2033 (BLS)
GenAI Exposure
🤖82/100
High exposure
💡 Mathematical Science Occupations, All Other face a risk score of 67/100 — 23 points above the national average of 44. With 82/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →
💡 Workers in this field earn $71K ($25K above the national median). The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths →
🔍 AI Impact Analysis
With a risk score of 67/100, Mathematical Science Occupations, All Other faces moderate automation pressure. While tasks like ai pair-programming and code generation tools are increasingly handled by AI, the role retains significant human elements. The 4,660 workers in this occupation should focus on strengthening skills in stakeholder negotiation and requirements elicitation and architecting novel systems requiring creative problem-solving to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Mathematical Science Occupations, All Other?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
AI pair-programming and code generation tools
Automated data interpretation and insight generation
AI-generated written content replacing manual drafting
AI-powered research and literature review tools
🛡️ Tasks Safe from Automation
Stakeholder negotiation and requirements elicitation
Architecting novel systems requiring creative problem-solving
Cross-functional collaboration on ambiguous problems
📊 vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
🔄 Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Advertising, Marketing, Promotions, Public Relations, and Sales Managers | 16 | $145K | 67% |
| Mathematicians | 24 | $122K | 71% |
| Computer Occupations | 26 | $106K | 82% |