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Research Engineer
hud (YC W25)Research Engineer developing quality assurance processes for training data at frontier AI infrastructure startup. Collaborating with data vendors and building scalable systems for QA management.
Tech Stack
Tools & technologiesDockerLinuxPython
About the role
Key responsibilities & impact- Define and enforce quality standards for training data
- Build tooling and workflows to audit supplier-generated datasets, including sampling strategies, validation pipelines (rule-based and model-assisted), and feedback loops
- Determine if and how human-in-the-loop review workflows can be used to optimize QA
- Partner with data vendors to debug quality issues, provide actionable feedback, and improve their data generation processes
- Continuously integrate QA learnings into infrastructure tools and data vendor portal to reduce anomalies, inconsistencies, and edge cases
Requirements
What you’ll need- Proficiency in Python, Docker, and Linux environments
- Worked with large-scale datasets
- Evidence of rapid learning and adaptability in technical environments (e.g., programming competitions)
- Startup experience in early-stage technology companies with ability to work independently in fast-paced environments
- Familiarity with current AI tools and LLM capabilities
- Strong communication skills for remote collaboration across time zones
- Understand of common failure modes in training data
- Have experience building data validation pipelines and/or human-in-the-loop review systems
- Be detail-oriented and able to spot subtle inconsistencies or edge cases in data
- Be comfortable designing metrics, experiments, and QA processes, not just executing them
Benefits
Comp & perks- Competitive compensation
- 100% covered top-of-the-line medical, dental, and vision from Blue Shield of CA
- Lunch and dinner when you’re in the office
- Company-wide holiday break (Christmas Eve to New Year’s Day) on top of PTO and paid holidays
- Other perks including an Equinox membership, 401k, and commuter benefits
- Unlimited* access to tokens for ChatGPT, Claude Code, Cursor, etc. **By unlimited, we mean no one on our token usage leaderboard has ever hit a limit. So we have no idea what the limit is.*
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonDockerLinuxdata validation pipelineshuman-in-the-loop review systemslarge-scale datasetsmetrics designexperiments designQA processes
Soft Skills
rapid learningadaptabilityindependent workdetail-orientedcommunication skillsremote collaboration