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Описание вакансии
Текст:
TL;DR
Research Engineer (AI): Contributing to an ambitious research agenda spanning multimodal foundational models, interactive world modeling, and real-time generation with an accent on full-stack research execution. Focus on pretraining, SFT/RL post-training techniques, evaluation, and bringing models to production.
Location: Remote (US-based). The salary range provided is for candidates in the U.S.; ranges for other regions may differ.
Compensation: $270,000 – $370,000
Company
Runway is an AI research company building tools to simulate the world by merging art and science.
What you will do
- Run experiments to teach world models new behaviors like action following, scene manipulation, and camera control.
- Develop and test new data strategies, architectural variants, and training techniques.
- Design evaluations to measure model capabilities and drive continuous improvement.
- Collaborate with product and creative teams to take research prototypes into production.
- Contribute across the entire stack, including data pipelines, modeling, and production inference.
Requirements
- 4+ years of experience in machine learning research or engineering.
- Familiarity with architecture, training, and inference of large-scale multimodal generative models.
- Experience building robust data pipelines for pretraining and post-training.
- Proficiency with at least one ML framework such as PyTorch or JAX.
- Experience with distributed training at scale.
- Ability to context-switch quickly in a fast-moving, ambiguous environment.
Culture & Benefits
- Mission-driven team focused on building impossible things.
- Commitment to pay equity and competitive market rates.
- Inclusive environment that values diverse backgrounds and equal opportunity.
- Collaborative culture spanning research, product, and creative teams.
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