13 часов назад
Data Operations Lead (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Operations Lead (Robotics): Building and scaling data pipelines for general-purpose robots with an accent on automating trajectory annotation and data labeling. Focus on designing data ontologies, integrating vision-language models, and ensuring high-quality training datasets for frontier AI models.
Location: On-site in the Bay Area
Company
is a robotics company building general-purpose robots powered by frontier foundation models to unlock physical labor and enhance human creativity.
What you will do
- Run the end-to-end data engine, transforming raw trajectories and video into clean, training-ready datasets.
- Design and own data ontologies in collaboration with the model team to optimize training outcomes.
- Automate annotation pipelines using vision-language models to scale data synthesis without linear headcount growth.
- Manage and scale internal and vendor labeling operations while maintaining a high quality bar.
- Close the feedback loop by turning real-robot evaluation failures into targeted collection and annotation tasks.
- Track and optimize key metrics including inter-annotator agreement, label error rates, and throughput.
Requirements
- 4+ years of experience in data or ML pipelines, specifically leading work at a frontier AI lab or top data operation.
- Strong technical proficiency in Python (Pandas, NumPy, PyTorch) and SQL.
- Deep understanding of ML fundamentals including training vs. test sets, precision, recall, and overfitting.
- Proven ability to build and scale annotation operations while remaining a hands-on technical contributor.
- Comfort with ambiguity and the ability to maintain speed in a research-paced environment.
Culture & Benefits
- Work on frontier robotics technology with a mission-driven, multicultural team.
- Environment defined by radical transparency, relentless urgency, and limitless ambition.
- Emphasis on team-over-ego and a joyful, collaborative approach to solving hard problems.
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