AI exposure score

Sales Engineers

Sales Engineers score 51 out of 100, which is elevated exposure to AI. That ranks #207 of 923 US occupations, where #1 is the most exposed. Of the 25 tasks in this job, AI could speed up 4 on its own and 18 more with extra software built on top of it. In April–May 2026, 13 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

51/ 100

Elevated

Rank: #207of 923 jobs
US workers: 51,790BLS, May 2025
Median pay: $124,900a year
In real AI use: 13 of 25tasks, April–May 2026

Free report

Follow how AI is changing sales engineers work.

Subscribe to the weekly report and get The AI Job Exposure Report (PDF) right away: the most and least exposed jobs, exposure by field, and the AI-resilient jobs that pay well.

Free · one email a week · unsubscribe anytime

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 4 (16%)
AI can speed this up with extra software: 18 (72%)
Little or no AI speed-up: 3 (12%)

Create sales or service contracts for products or services.AI can speed this up on its own · core task · Seen in real AI use
Document account activities, generate reports, and keep records of business transactions with customers and suppliers.AI can speed this up on its own · core task · Seen in real AI use
Attend company training seminars to become familiar with product lines.AI can speed this up on its own · core task
Write technical documentation for products.AI can speed this up on its own · supplemental task · Seen in real AI use
Develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions.AI can speed this up with extra software · core task · Seen in real AI use
Collaborate with sales teams to understand customer requirements, to promote the sale of company products, and to provide sales support.AI can speed this up with extra software · core task
Keep informed on industry news and trends, products, services, competitors, relevant information about legacy, existing, and emerging technologies, and the latest product-line developments.AI can speed this up with extra software · core task
Identify resale opportunities and support them to achieve sales plans.AI can speed this up with extra software · core task
Confer with customers and engineers to assess equipment needs and to determine system requirements.AI can speed this up with extra software · core task · Seen in real AI use
Plan and modify product configurations to meet customer needs.AI can speed this up with extra software · core task · Seen in real AI use
Prepare and deliver technical presentations that explain products or services to customers and prospective customers.AI can speed this up with extra software · core task · Seen in real AI use
Recommend improved materials or machinery to customers, documenting how such changes will lower costs or increase production.AI can speed this up with extra software · core task
Maintain sales forecasting reports.AI can speed this up with extra software · core task · Seen in real AI use
Research and identify potential customers for products or services.AI can speed this up with extra software · core task · Seen in real AI use
Secure and renew orders and arrange delivery.AI can speed this up with extra software · core task · Seen in real AI use
Develop sales plans to introduce products in new markets.AI can speed this up with extra software · core task · Seen in real AI use
Train team members in the customer applications of technologies.AI can speed this up with extra software · core task
Sell products requiring extensive technical expertise and support for installation and use, such as material handling equipment, numerical-control machinery, or computer systems.AI can speed this up with extra software · supplemental task
Provide information needed for the development of custom-made machinery.AI can speed this up with extra software · supplemental task
Provide technical and non-technical support and services to clients or other staff members regarding the use, operation, and maintenance of equipment.AI can speed this up with extra software · supplemental task · Seen in real AI use
Diagnose problems with installed equipment.AI can speed this up with extra software · supplemental task · Seen in real AI use
Report to supervisors about prospective firms' credit ratings.AI can speed this up with extra software · supplemental task
Visit prospective buyers at commercial, industrial, or other establishments to show samples or catalogs, and to inform them about product pricing, availability, and advantages.Little or no AI speed-up · core task
Attend trade shows and seminars to promote products or to learn about industry developments.Little or no AI speed-up · core task
Arrange for demonstrations or trial installations of equipment.Little or no AI speed-up · core task

What you can do about it

Get a personal plan for what to learn next.

Skill Half Life turns this score into a 90-day plan for your situation: your realistic options, the skills that carry over, and training that fits your time and budget. Coming soon.

See your options

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

Sales and Related occupations close to this one.

All sales and related jobs and AI

Questions about sales engineers and AI

Will AI replace sales engineers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Sales Engineers score 51 out of 100 (elevated exposure), #207 of 923 US jobs. AI could speed up 22 of the job's 25 tasks, 4 of them on its own, while 3 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which sales engineers tasks can AI do?

The most exposed tasks include "Create sales or service contracts for products or services"; "Document account activities, generate reports, and keep records of business transactions with customers and suppliers"; "Attend company training seminars to become familiar with product lines".

Which sales engineers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Visit prospective buyers at commercial, industrial, or other establishments to show samples or catalogs, and to inform them about product pricing, availability, and advantages"; "Attend trade shows and seminars to promote products or to learn about industry developments"; "Arrange for demonstrations or trial installations of equipment".

Are people already using AI for this work?

Yes. In April–May 2026, 13 of the 25 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as sales engineers, and what do they earn?

About 51,790 people in the US, with median pay of $124,900 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.