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SEs are the future

Sales Engineers are the most valuable generalists in software companies — and AI is about to make them even more powerful.

sales engineering ai careers

I think Sales Engineers* are the future of software companies, here’s why.

Are SEs becoming the most valuable generalists in a company?
by u/scrugmando in salesengineers

They are:

  • At the edge of the product and capabilities. Usually defining new features that will close prospects.
  • Actually with the customer understanding their need. Usually exhibit a ton of user empathy.
  • Can refine the positioning and messaging live (discovery demo) for both the pitch and the product. No other role can do that and get such quick feedback cycles.
  • So they can sell, they can market, they can build products.
  • They are operators who deeply understand user needs, so they end up building solutions in-house too. Lots of SEs I know also manage parts of Salesforce, may set up Slack workflows, Zapier, built a little homegrown widget.
  • Cycle between jobs — PM, AE, CSM, etc.

With AI, it’s only going to get better for them. They are technical system thinkers and with agentic coding tools like Claude Code or Codex, they can:

  • Create their own products / features that solve real problems. Branch either in the IDE or using a git-backed tool like V0 (on Vercel).
  • Craft the perfect demo/onboarding with realish prospect data. Easy to create examples from prospect website, info, discovery call notes. Easier to import example data with re-formatting.
  • All the API / Python integrations just got a ton easier. Don’t have to learn another tool’s endpoints, can just ask.

What could hold them back:

  • Taste. Most SEs are thinking in business flows, integrations, value, and outcomes — not delightful UX.
  • First principles thinking. Many of the best tech leaders say “don’t build what the users ask for” — SEs want to build what they ask for.
  • Liking the tech too much. The demo crime! Getting excited about the technology and not focusing on the impact.

*Pre-sales technical role — Solution Engineer, Solution Consultant, sometimes Solution Architect, Field CISO.