Using AI Hiring Intelligence to Scale Core Engineering Teams for a Consumer Tech Company
A consumer technology platform with ~3,500 employees, serving tens of millions of active users across mobile and web products.
The company scaled rapidly across engineering, product, and platform teams to support aggressive feature expansion and market growth.
Industry
Solution Area
Agentic AI Recruitment
Challenge
- Rapid expansion required high-volume SDE-1 hiring across multiple product teams
- Traditional hiring methods struggled to maintain consistent engineering quality at scale
- Culture dilution risk increased as hiring velocity accelerated
Outcomes
- 2.8× faster SDE-1 hiring velocity without quality compromise
- 45% reduction in time-to-hire across junior engineering roles
- 92% pass rate for AI-matched hires at 6-month performance reviews
- 30% improvement in first-year retention for entry-level engineers
- 3.5× increase in hiring manager confidence scores
Scaling junior engineers without breaking culture was our biggest risk. Workforce Studio helped us grow fast, without lowering the bar.
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