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4 часа назад

Research Scientist and Research Engineer (AI Robotics)

200 000 - 300 000$
Формат работы
onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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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

hirify.global 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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