Engineering Manager, AI Evaluation
About Handshake
Handshake was founded on a simple belief that everyone deserves a path to a great career, regardless of where they went to school or who they know. Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions.
In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We’ve grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month.
Why join Handshake now:
Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel
Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world’s top educational institutions
Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders
Build a massive, fast-growing business with billions in revenue
About Handshake AI
Human data is the core infrastructure to AI advancement. Frontier AI labs currently improve model capabilities with various data-intensive post-training techniques. We believe that data spend for AI training will increase by 3-5x in the next few years and continue for much longer as models take on new domains. Handshake AI supports all of the frontier AI labs, working on their most complex data at the largest scale.
About the Role
We're hiring an Engineering Manager to own our Quality team. This team builds the extensible platform infrastructure that operators and fellows rely on every day.
Lead quality engineering systems that directly improve AI output reliability, evaluation accuracy, and benchmark performance for frontier lab partners
Build and scale an organization across distinct technical domains, developing senior ICs and driving cross-team technical strategy
Partner with internal stakeholders to prioritize platform investments that unlock other teams to move faster and build on top of shared infrastructure
Location: San Francisco, CA. This is an in-office role, 5 days/week (no remote/hybrid)
You Have
Must-Haves:
7+ years of engineering experience, including 3+ years managing engineering teams of 8 or more and experience manager managers.
Background at companies where AI is the core product; you've shipped in environments where model quality, data pipelines, and evaluation rigor are table stakes
Strong product engineering instincts; you can lead teams building complex user-facing systems, not just backend infrastructure
Experience leading teams with meaningfully different technical focuses simultaneously
Track record of developing engineers; you've grown senior ICs, EMs, and leads, not just delivered projects
Strong prioritization and stakeholder management
Clear, direct communicator who can translate between technical complexity and business context
What we’re looking for
Engineering leader + builder: 3+ years managing teams, plus 5+ years hands-on engineering experience
Strong people leadership: experience leading senior engineers; managing an EM (or equivalent scope) is a plus
Execution in ambiguity: proven ability to align cross-functionally and deliver in fast-moving, unclear problem spaces
Systems + product mindset: strong platform/distributed systems background, and the ability to turn needs into a clear roadmap, ship iteratively, and measure outcomes
Bonus Points:
Familiarity with LLM evaluation, quality pipelines, or applied AI tooling
Experience with annotation or data labeling platforms, tasking systems, or workflow orchestration
We Offer
Handshake delivers benefits that help you feel supported and thrive at work and in life.
The below benefits are for full-time US employees.
Ownership: Equity in a fast-growing company
Financial Wellness: 401(k) match, competitive compensation, financial coaching
Family Support: Paid parental leave, fertility benefits, parental coaching
Wellbeing: Medical, dental, and vision, mental health support, $500 wellness stipend
Growth: $2,000 learning stipend, ongoing development
Remote & Office: Internet, commuting, and free lunch/gym in our SF office
Time Off: Flexible PTO, 15 holidays + 2 flex days
Connection: Team outings & referral bonuses
Explore our mission, values, and comprehensive US benefits at joinhandshake.com/careers .