5 часов назад
Research Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist (AI): Developing and optimizing vision-language models (VLMs) that run efficiently on-device with an accent on low latency, memory constraints, and model quality. Focus on leading end-to-end model capability development, improving visual reasoning with reinforcement learning, and pushing token efficiency through encoder and connector design.
Location
Location: San Francisco, USA (Hybrid work format)
Company
Spun out of MIT CSAIL, building general-purpose AI systems optimized for deployment across data centers and on-device hardware, partnering with enterprises in consumer electronics, automotive, life sciences, and financial services.
What you will do
- Lead end-to-end development of vision-language model capabilities from task specification to deployment.
- Improve visual reasoning using reinforcement learning and preference optimization methods.
- Optimize token efficiency via encoder and connector design without quality loss.
- Collaborate closely with pretraining, post-training, and infrastructure teams.
- Own major work-streams such as video understanding, data quality, or architecture design.
Requirements
- Location: Must be able to work hybrid in San Francisco.
- Hands-on experience training or evaluating vision-language models with experimental rigor.
- Proficiency in Python and at least one deep learning framework.
- M.S. or Ph.D. in Computer Science, Mathematics, or related field, or equivalent industry experience.
- Experience with distributed training frameworks (DeepSpeed, FSDP, Megatron-LM).
- Expertise in dataset design, data quality, and multimodal post-training methods.
Nice to have
- Published research at top AI conferences (NeurIPS, ICML, CVPR, ECCV, ICLR, ACL).
- Prior open-source contributions on GitHub or Hugging Face.
- Experience with computer vision or visual representation learning.
Culture & Benefits
- Full ownership of work from architecture to deployment.
- Competitive base salary with equity in a unicorn-stage company.
- 100% paid medical, dental, and vision premiums for employees and dependents.
- 401(k) matching up to 4% of base pay.
- Unlimited PTO plus company-wide Refill Days throughout the year.
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