SOC 41-4012
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
Risk Score
⚠️61/100
High Risk
US Employment
👥1,266,860
Total workers
Median Wage
💰$67K
$38K – $134K
Projected Growth
📈+0.3%
2023-2033 (BLS)
GenAI Exposure
🤖76/100
High exposure
💡 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products face a risk score of 61/100 — 17 points above the national average of 44. With 76/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology →
💡 Workers in this field earn $67K ($20K 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 61/100, Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products faces moderate automation pressure. While tasks like self-checkout and cashierless store technology are increasingly handled by AI, the role retains significant human elements. The 1,266,860 workers in this occupation should focus on strengthening skills in in-person product demonstrations and hands-on experience and reading customer emotional cues and adapting approach to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths →
⚠️ Top Risk Factors
Self-checkout and cashierless store technology
AI-generated written content replacing manual drafting
AI summarization replacing manual report compilation
AI-powered research and literature review tools
🛡️ Tasks Safe from Automation
In-person product demonstrations and hands-on experience
Reading customer emotional cues and adapting approach
Resolving novel customer complaints with empathy
📊 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 | 55% |
| Education Administrators, All Other | 21 | $89K | 65% |
| Architectural and Engineering Managers | 23 | $168K | 61% |