How to Hire an AI Team
Guide to building or augmenting your team with AI expertise for product development.
What You'll Learn
This beginner-level guide walks you through how to hire an ai team step by step. Estimated time: 12 min.
Step 1: Define your AI needs
Determine whether you need AI engineers, ML engineers, prompt engineers, or AI product managers.
Step 2: Decide build vs hire vs outsource
Evaluate building an in-house team, hiring contractors, or using managed AI services like ShipSquad.
Step 3: Write compelling job descriptions
Highlight interesting AI problems, tech stack, and growth opportunities to attract top talent.
Step 4: Assess candidates effectively
Use practical assessments, system design interviews, and portfolio review rather than just theory questions.
Step 5: Onboard for productivity
Set up development environments, share context, and pair new hires with experienced team members.
Frequently Asked Questions
How hard is it to hire AI talent?▾
Very competitive — top AI engineers have multiple offers. Competing on interesting problems and flexibility can offset salary differences.
Should I hire AI specialists or train existing engineers?▾
Train existing engineers for AI integration tasks. Hire specialists for core AI/ML work requiring deep expertise.
Is an AI squad service better than hiring?▾
For project-based work, AI squad services like ShipSquad deliver faster at lower cost than hiring. Hire in-house for ongoing, core-product AI work.