Head of Quality, Technical Staff (AI Training Data Startup)
ScrumAID
San Francisco, CA · Posted November 1, 2026
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November 2026
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How AI is used in this kind of work
AI use among industrial production managers is little observed so far. Measured exposure for industrial production managers: 1% (little observed).
Share of this job’s tasks that AI is already used for at work, from real usage. It is not a forecast of job loss, and a low number means no use seen yet. Source: Anthropic Economic Index.
About the job
A young, quick-moving applied research startup produces realistic training environments and datasets for advanced AI models. It needs a hands-on quality owner who decides what is good enough to ship, builds the automated systems that enforce that standard, and later assembles the team that works alongside them.
What you’ll own
Personally examine outputs from people-generated data and from environments, spending much of your time inside the data itself
Create automated evaluators, QA agents and scoring pipelines to detect reward hacking, faulty verifiers and mismatched data distributions ahead of delivery
Set measurable quality bars and pass criteria covering environments, tasks, verifiers, reward signals and datasets
Sign off on deliverables for engagements with leading AI labs, cloud providers and large enterprises
Recruit, onboard and manage quality reviewers and QA engineers while the group expands
Qualifications
One to five years as an LLM evaluation engineer, QA engineer or comparable role
Experience creating automated evaluators, QA tooling or data-quality systems for ML training data, agents or large pipelines
Technical understanding of what gives a dataset or environment real learning signal
Practice reviewing LLM or agent outputs and traces by hand, along with evals, RL environments or annotation pipelines
Ability to write the automation yourself: graders, judge models, QA agents and quality dashboards
Exacting attention to detail
Plus: past founder or zero-to-one experience
On-site in the San Francisco Bay Area. Visa transfers are considered.