What this occupation does
Sales representatives sell goods for wholesalers or manufacturers to businesses or groups of individuals. The role spans prospecting, customer discovery, demonstration, contract negotiation, and account management across product and service categories.
The exposure score in context
The ILO 2025 refined Generative AI Occupational Exposure Index places sales representatives, wholesale and manufacturing in the moderate exposure gradient. ILO 2025 places sales representatives in the moderate exposure gradient. Prospecting and standard-form proposals are exposed; in-person demonstration, account negotiation, and relationship management are augmentation-prone but not displaceable at task level.
The mapping uses ISCO-08 code 2433 (BLS-published SOC-to-ISCO crosswalk). The full methodology, including the dominant-match rule for one-to-many crosswalks, is at /methodology/#algorithm.
The top five tasks, classified
The top five O*NET 30.2 tasks for this occupation, each tagged Displaceable / Changing / Growing per the Brookings 2024 task-level rubric. The tag definitions are at /glossary/#displaceable-task, /glossary/#changing-task, and /glossary/#growing-task.
- Growing: Negotiate prices or terms of sales or service agreements. Negotiation involves judgement-under-uncertainty and grows in importance as AI handles more of the data prep.
- Displaceable: Prepare sales contracts and order forms. Standard-form contract preparation is technically and contextually feasible for current generative AI.
- Growing: Visit establishments to evaluate needs or to promote product or service sales. In-person customer visits are physical and contextually constrained; augmentation-prone but not displaceable.
- Displaceable: Identify prospective customers using business directories, leads from existing clients, or trade shows. Routine prospecting is technically and contextually feasible for current generative AI.
- Changing: Answer customers' questions about products, prices, availability, product uses, and credit terms. AI handles standard customer questions; complex deal-context questions remain human-led.
What is growing in this role
The BLS Employment Projections 2024-2034 outlook for sales representatives, wholesale and manufacturing is little or no change (+0.3% projected change, +4.4k jobs). Source: BLS Employment Projections 2024-2034.
Per the WEF Future of Jobs Report 2025, the top three growing skills relevant to this role are: Empathy and active listening, Leadership and social influence, AI and big data. The skills are mapped to the occupation's O*NET skills profile.
Brookings 2024 finds sales tasks across the spectrum: prospecting and proposal generation are exposed; relationship management, negotiation, and complex account work are augmentation-prone.
Similar occupations
O*NET 30.2 lists the following related roles. Each links to its own deep dive where one is published.
- Customer Service Representatives
- Marketing Managers
- Human Resources Specialists
- Talent Acquisition Recruiters
- Insurance Underwriters
Industry context
This role sits primarily in the Retail industry. The industry-level rollup includes the cross-occupation exposure profile and the BLS-published industry-level outlook.
How this assessment was made
The full methodology is at /methodology/: ILO 2025 refined index for the gradient, Brookings 2024 rubric for the task tags, BLS 2024-2034 for the growth outlook, WEF 2025 for the skills demand. The pre-empted critiques are at /how-to-argue-with-this/.