SOC 41-4012
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
Risk Score
โ ๏ธ61/100
High Risk
US Employment
๐ฅ1,266,860
Total workers
Median Wage
๐ฐ$67K
$38K โ $134K
Projected Growth
๐+0.3%
2023-2033 (BLS)
GenAI Exposure
๐ค76/100
High exposure
๐ก Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products face a risk score of 61/100 โ 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 โ
๐ก 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 โ
๐ 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 โ
โ ๏ธ 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
๐ก๏ธ 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
๐ Task Automation Breakdown
Based on O*NET task analysis and GenAI exposure scoring. Shows the estimated proportion of this occupation's core tasks that are automatable by current AI, augmented by AI tools, or require essential human skills.
๐ O*NET Task Profile
Answer customers' questions about products, prices, availability, product uses, and credit terms.
Recommend products to customers, based on customers' needs and interests.
Estimate or quote prices, credit or contract terms, warranties, and delivery dates.
Consult with clients after sales or contract signings to resolve problems and to provide ongoing support.
Prepare sales contracts and order forms.
๐ป Technology Skills
Word processing software
Customer relationship management CRM software
Document management software
Graphics or photo imaging software
Web page creation and editing software
๐ Key Knowledge Areas
Sales and Marketing
Customer and Personal Service
English Language
Mathematics
Transportation
๐ vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
๐ 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% |