Primary hiring signals

  • systems thinking
  • mission alignment
  • high-context ownership

Phone screen

  1. Recruiter and/or hiring manager screen covers mission fit, role scope, and relevant domain depth.
  2. Technical phone often emphasizes practical design, coding, or data architecture rather than pure puzzle solving.

Full interview loop

  1. Recruiter screen and technical screen.
  2. Onsite often includes data architecture, experimentation/evaluation thinking, collaboration, and behavioral/mission fit.
  3. Senior roles may get deeper architecture, quality, and cross-functional execution probing.

How much prep time is required?

5-7 weeks, especially if you need sharper stories around ambiguity, experiments, and responsible shipping.

How to prepare

  • Practice telemetry and evaluation design for AI or fast-moving product systems.
  • Prepare stories about ambiguity, fast learning, and responsible decision making.
  • Be specific about why the mission and role fit your background right now.

First 5 behavioral prompts to rehearse

  1. Tell me about a decision where safety/risk changed your plan.
  2. Describe working through highly ambiguous priorities.
  3. Tell me about shipping a high-uncertainty project.
  4. Describe influencing across functions for mission outcomes.
  5. Tell me about a time you changed your mind with new evidence.

Pair this with the Behavioral track, then run two timed mock loops using these prompts + one SQL + one system-design round.

Also keep one primary technical track active: System Design or Coding. This avoids context-switching and keeps weekly prep focused.