Skip to content
Sign in
Artwork for Develop Yourself
Develop Yourself · Monday · 17 min

What Companies Hiring Forward-Deployed Engineers Actually Want

Become an AI Engineer at parsity.io I recruit for AI roles on the side and I pulled real, live forward-deployed engineer postings and broke down exactly what they're screening for. Turns out it's not what most "learn AI" content tells you. What's actually in these postings: Real applied AI experience: shipped production agents, not tutorial chatbots RAG, retrieval quality, evals, and agent-to-agent communication Surprisingly low years-of-experience requirements compared to typical senior roles The ability to explain technical tradeoffs to non-technical stakeholders Voice AI showing up more and more as a differentiator — mentioned in this episode: AI Voice Pioneers (https://www.skool.com/pioneers) and Retell AI (https://www.retellai.com) Degrees mattering a lot less than you'd think, at least in the Bay Area Want to actually build one of these skills instead of just reading about it? Free RAG project: parsity.io/ai-with-rag If you're trying to reverse-engineer your way into one of these roles, this is what the actual postings are telling you to build toward.

0:00-17:53
Play in

transcript

No transcript — this publisher did not publish one.

show notes

Become an AI Engineer at parsity.io

I recruit for AI roles on the side and I pulled real, live forward-deployed engineer postings and broke down exactly what they're screening for. Turns out it's not what most "learn AI" content tells you.

What's actually in these postings:

  • Real applied AI experience: shipped production agents, not tutorial chatbots
  • RAG, retrieval quality, evals, and agent-to-agent communication
  • Surprisingly low years-of-experience requirements compared to typical senior roles
  • The ability to explain technical tradeoffs to non-technical stakeholders
  • Voice AI showing up more and more as a differentiator — mentioned in this episode: AI Voice Pioneers (https://www.skool.com/pioneers) and Retell AI (https://www.retellai.com)
  • Degrees mattering a lot less than you'd think, at least in the Bay Area

Want to actually build one of these skills instead of just reading about it? Free RAG project: parsity.io/ai-with-rag

If you're trying to reverse-engineer your way into one of these roles, this is what the actual postings are telling you to build toward.

links3

more episodes

All episodes