Will AI replace Sales Engineers?

Some of your tasks will be automated. People who use AI will have the edge.

Task exposure to today's AI

49/100

Moderate exposure

This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.

Get your personal score

Will AI replace Sales Engineers?

Not entirely. Today's AI tools can take on about 49% of the typical work in this occupation, mostly: develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions. The parts that stay human 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.; Collaborate with sales teams to understand customer requirements, to promote the sale of company products, and to provide sales support.; Confer with customers and engineers to assess equipment needs and to determine system requirements..

People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.

Which tasks AI can take on

The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.

TaskAutomatable

Develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions.AI already used 72%

Document account activities, generate reports, and keep records of business transactions with customers and suppliers.AI already used 70%

Prepare and deliver technical presentations that explain products or services to customers and prospective customers. 55%

Collaborate with sales teams to understand customer requirements, to promote the sale of company products, and to provide sales support.AI already used 42%

Confer with customers and engineers to assess equipment needs and to determine system requirements.AI already used 38%

Visit prospective buyers at commercial, industrial, or other establishments to show samples or catalogs, and to inform them about product pricing, availability, and advantages. 10%

+ 19 more tasks (50% of the week) in the full test.

Your human edge

Visit prospective buyers at commercial, industrial, or other establishments to show samples or catalogs, and to inform them about product pricing, availability, and advantages.
Collaborate with sales teams to understand customer requirements, to promote the sale of company products, and to provide sales support.
Confer with customers and engineers to assess equipment needs and to determine system requirements.

AI tools to try

CRM with AI (e.g. HubSpot, Salesforce Einstein, Pipedrive)ChatGPT / Claude for emails and researchCall recording and summary tools

Related roles

A 3-phase AI learning plan

Phase 1

AI for the pipeline

Prospect research and personalised emails with AI.
Call summaries and CRM updates.
Follow-up reminders and templates.

Project

Use AI to research 20 prospects and draft personalised outreach emails, plus auto-summarise 10 discovery calls into CRM notes and next-step reminders; log hours saved per week.

Phase 2

Better conversations

Prepare meetings with AI briefings.
Objection handling and proposal drafts.
Learn the product faster with AI.

Project

Build an AI-assisted pre-meeting briefing and objection-handling pack for 5 upcoming customer visits, and draft one full RFP technical response, comparing drafting time against your last manual one.

Phase 3

Trusted advisor

Focus time on relationships and complex deals.
Use data to find the right customers.
Share what works with the team.

Project

Use AI to score your installed base and pipeline data into a top-15 target list for one quarter, then publish a shared prompt playbook of your best briefing and proposal workflows for the sales team.

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