SOC 13-1199
Business Operations Specialists, All Other
Risk Score
⚠️43/100
Elevated
US Employment
👥1,128,200
Total workers
Median Wage
💰$81K
$46K – $148K
Projected Growth
📈+3%
2023-2033 (BLS)
GenAI Exposure
🤖81/100
High exposure
💡 Business Operations Specialists, All Other face a risk score of 43/100 — 1 points below the national average of 44. With 81/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →
💡 Workers in this field earn $81K ($35K 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 43/100, Business Operations Specialists, All Other faces moderate automation pressure. While tasks like ai-generated written content replacing manual drafting are increasingly handled by AI, the role retains significant human elements. The 1,128,200 workers in this occupation should focus on strengthening skills in crisis financial decision-making under uncertainty and navigating regulatory ambiguity and compliance judgment to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Business Operations Specialists, All Other?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
AI-generated written content replacing manual drafting
AI-powered research and literature review tools
Algorithmic trading and AI portfolio management
Automated financial reporting and reconciliation
🛡️ Tasks Safe from Automation
Crisis financial decision-making under uncertainty
Navigating regulatory ambiguity and compliance judgment
Ethical judgment in fiduciary and advisory roles
Strategic advisory requiring deep client relationship knowledge
📊 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 | 59% |
| Lawyers, Judges, and Related Workers | 17 | $144K | 57% |
| Education Administrators, All Other | 21 | $89K | 69% |