About 1X We build humanoid robots that work alongside people to solve labor shortages. The Role You bridge AI research priorities with real-world data collection operations. You translate model needs into executable floor plans, navigate operational constraints, enforce rigorous quality standards, and shape the data strategy that scales from today’s studio to tomorrow’s customer fleet. Responsibilities - Lead and manage a team of data operations and QA specialists - Align daily collection tasks with current training priorities - Triage failures with researchers and update floor plans same-day - Create, maintain, and continuously refine clear, concise documentation and SOPs; drive rollout and ensure adoption across data ops and research teams - Own 4–6 quarter data roadmap: studio scale-up, environment diversity, QA automation, transition to hybrid internal + customer data - Inspect, visualize, annotate, and reject episodes daily to set and maintain quality bar - Develop processes and tooling for <48h research ops feedback loop - Prevent garbage data from entering training - Ensure research intent aligns with real-world signals Must-Have - 5+ years in data operations or collection at top embodied AI or robotics labs - Demonstrated ability to manage people while remaining hands-on in fast-moving data collection and QA workflows - Proven ability to run high-tempo daily collection while authoring multi-quarter scaling plans - Changed daily collection plan mid-shift and improved model metrics within the week - Strong track record of building and scaling high-quality operational documentation that stays current, actionable, and widely adopted in fast-moving environments - Deep expertise in what makes embodied AI datasets strong (diversity, recovery density, kinematics, long-tail coverage) - Daily hands-on experience with episode visualization, debugging, and annotation tools - Track record of delivering fast iteration without sacrificing quality - Credibility to influence researchers and operations with data-driven arguments Nice-to-Have - Scaled robot data collection from <50 to hundreds of units - Designed transition from internal-only to customer-sourced data - Experience on data teams at OpenAI, Covariant, Figure, Wayve, Cruise, or Tesla Autopilot Compensation & Benefits - Salary: $150,000 - $220,000 + Equity - Health, dental, and vision insurance - 401(k) with company match - Paid time off and holidays Equal Opportunity Employer 1X is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, ancestry, citizenship, age, marital status, medical condition, genetic information, disability, military or veteran status, or any other characteristic protected under applicable federal, state, or local law.