High Agency 'Clock Speed' Hiring
by Albert Cheng • Head of Growth (formerly at Duolingo & Grammarly) at Chess.com
Expert in consumer growth who led teams at Duolingo, Grammarly, and Chess.com. Former pianist with a background in engineering and product management at YouTube.
🎙️ Episode Context
Albert Cheng discusses his growth philosophies honed at three major consumer subscription companies. He covers the Explore and Exploit framework for managing experimentation, the Gamification Triad for retention, and his unique approach to hiring high-agency talent. The conversation delves into practical tactics for monetization, the integration of AI in growth workflows, and the cultural shift required to scale experimentation from zero to 1,000 tests per year.
Problem It Solves
Avoids hiring candidates who are 'good on paper' but too rigid to adapt to fast-paced or AI-disrupted environments.
Framework Overview
A hiring philosophy that prioritizes innate traits like agency and learning speed over deep domain experience, particularly in rapidly shifting industries like AI.
📊 Evaluation Scorecard
When to Use
When hiring for growth roles, startups, or industries undergoing massive technological shifts.
Common Mistakes
Over-indexing on resume keywords or tenure at prestigious firms while ignoring slow execution speed.
Real World Example
Hiring at Duolingo vs. traditional big tech; looking for people who can execute 1,000 experiments a year rather than just plan perfectly.
I saw some of the highest performers just being people that had very high agency, had that clock speed... experience could be a crutch.
— Albert Cheng