How Datadog Doubled Engineering Headcount in 12 Months Using AI Screening

Datadog grew from 1,500 to 6,000+ employees with engineering headcount doubling in multiple 12-month periods. AI screening solves the interview load problem (3,000 hours down to 800), maintains quality at speed, and processes candidates in 24-48 hours instead of weeks.

AI Screening Playbook for Hypergrowth

1. Define technical bar explicitly
2. Create tiered assessment by seniority
3. Set minimum score thresholds
4. Monitor quality leading indicators
5. Scale recruiting support linearly

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