SOC 15-1211
Computer Systems Analysts
Risk Score
⚠️30/100
Moderate
US Employment
👥497,800
Total workers
Median Wage
💰$104K
$63K – $166K
Projected Growth
📈+8.7%
2023-2033 (BLS)
GenAI Exposure
🤖75/100
High exposure
💡 Computer Systems Analysts face a risk score of 30/100 — 14 points below the national average of 44. With 75/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →
💡 Workers in this field earn $104K ($57K 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 30/100, Computer Systems Analysts faces moderate automation pressure. While tasks like machine learning model auto-tuning displacing ml engineers are increasingly handled by AI, the role retains significant human elements. The 497,800 workers in this occupation should focus on strengthening skills in stakeholder negotiation and requirements elicitation and mentoring junior developers and team leadership to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Computer Systems Analysts?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
Machine learning model auto-tuning displacing ML engineers
Large language model automation of analysis tasks
AI coding assistants reducing developer demand
🛡️ Tasks Safe from Automation
Stakeholder negotiation and requirements elicitation
Mentoring junior developers and team leadership
Crisis debugging of complex production incidents
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 | 53% |
| Mathematicians | 24 | $122K | 72% |
| Computer Occupations | 26 | $106K | 83% |