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roles/data-engineer
Tier 1 · Full loop

Data engineer

From first-screen to behavioral. Coding in a Modal sandbox with an AI pair, then behavioral by voice.

JuniorMidSenior
The loop · ~90 min total
01
Resume screen
2 min · Async
→
02
AI voice screen
15 min · Live
→
03 · live
Coding sandbox
45 min · Sandbox
→
04
Case study
40 min · Written + voice
→
05
Behavioral
15 min · Voice
5-min sample · Coding sandbox
Window function regression

A dbt model returns dupes after a backfill. Fix the SQL.

5 min · timedFree · sign up to startSame scoring as production
Start the demo
Try any round individually
Resume screen
Auto-extracts signal — companies, scope, recency, claims worth probing.
2 min · Async · $0.08
AI voice screen
A 15-min phone screen by a voice agent with role-specific rubric.
15 min · Live · $4.00
Coding sandbox
Real Modal-sandboxed environment. Candidate pairs with an AI like a senior engineer would.
45 min · Sandbox · $7.50
Case study
Structured prompt → written response → AI voice debrief on the choices made.
40 min · Written + voice · $4.00
Behavioral
STAR-style situational prompts. Scored on specificity, ownership, learning.
15 min · Voice · $4.00
Rubric · weighted
SQL depth25%
Pipeline design25%
Data modelling20%
Code quality15%
Communication15%
Customer signal
386
data eng candidates last 30 days
90%
recommend rate
What customizes
  • +Add or remove rounds
  • +Re-weight rubric dimensions
  • +Bring your own coding problem
  • +Set role-play persona, objections, budget
  • +Branded email + intro script
Use this template →
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AI-native interviews for 12 live roles across 5 role families. Real-world sandboxes, AI voice interviews, and collaboration scoring.

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Last updated July 2026