Data scientist loop
A screen and introduction, model generalization, leakage and business metrics, then a production model design, fit, prepared-work review, panel and offer practice.
- Rounds
- 10
- In all
- 5 h 27 min
Screen2 rounds · 37 min
- Round 1 · Phone screenYour fit for the openingUp next25 min
- Round 2 · IntroductionTell me about yourself12 min
Technical4 rounds · 2 h 35 min
- Round 3 · Machine learningA demand model with a wide validation gap35 min
- Round 4 · Machine learningA churn model that looks too good35 min
- Round 5 · Machine learningA fraud metric under review capacity35 min
- Round 6 · System designA fraud model in production50 min
Fit1 round · 35 min
- Round 7 · BehavioralA data quality incident35 min
Final rounds3 rounds · 1 h 40 min
- Round 8 · Prepared work reviewA conclusion with uncertainty35 min
- Round 9 · PanelA final-round priority conflict50 min
- Round 10 · OfferThe complete offer15 min