4 часа назад
Research Scientist and Research Engineer (AI Robotics)
200 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist and Research Engineer (AI Robotics): Building web-scale video curation pipelines, annotation frameworks, and evaluation benchmarks for video action models controlling generalist robots with an accent on data quality, temporal coherence, and long-horizon model evaluation. Focus on scaling VLM-based video filtering, designing diagnostic benchmarks, and connecting video model capabilities to downstream robotic task performance.
Location: Mountain View, United States; onsite
Salary: $200,000–$300,000 per year plus equity
Company
develops generalist intelligent robots across hardware, robot systems, infrastructure, foundation world models, and manufacturing.
What you will do
- Design scalable pipelines for ingesting, deduplicating, filtering, and classifying web-scale video data.
- Develop video annotation frameworks and quality filters for motion, scene diversity, action content, and temporal coherence.
- Build benchmarks and evaluation frameworks for video model prediction, long-horizon rollouts, and downstream robot task performance.
- Research data selection, mixing, and weighting strategies to improve video generation and robotic control transfer.
- Deploy vision-language and video understanding models for automated annotation, filtering, and content scoring at scale.
- Collaborate with pre-training and post-training teams, track model capabilities, and identify regressions.
Requirements
- Strong understanding of data-centric machine learning and the impact of web video quality on generative model performance.
- Experience building large-scale video data pipelines, including ingestion, filtering, deduplication, and quality scoring.
- Knowledge of temporal structure, motion quality, scene diversity, and action content in video data.
- Hands-on experience training or evaluating large generative models and designing diagnostic, reproducible evaluations.
- Senior and MTS candidates should execute complex projects with strong fundamentals; staff-level candidates should define technical direction and research strategy independently.
Nice to have
- PhD or strong research background in machine learning, computer vision, or a related field.
- Experience curating large-scale web video datasets such as WebVid, HowTo100M, or Ego4D.
- Experience with video generation metrics, VLM or CLIP-style inference, world models, or robotic action prediction.
- Publications at NeurIPS, ICML, ICLR, CVPR, or related venues.
Culture & Benefits
- Work on generalist robotics at the intersection of large-scale systems and generative model research.
- Build high-leverage data and benchmark infrastructure used across model development.
- Collaborate across research, pre-training, post-training, hardware, and robotics teams.
- Compensation includes equity.
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