Member of Technical Staff – Multi‑Modal Vision
liquid-ai
Job description
About the role
Liquid‑AI is building general‑purpose AI systems that run efficiently on a wide range of devices. The VLM team focuses on vision‑language models that operate on‑device under strict latency and memory limits while maintaining high quality. As a Member of Technical Staff you will drive the research, development, and deployment of these models.
Key responsibilities
- Lead end‑to‑end development of new model capabilities, from task specification through data curation, training, ablation studies, evaluation, and production deployment.
- Design and implement multimodal training pipelines and distributed training strategies.
- Improve visual reasoning using reinforcement‑learning and preference‑optimization techniques.
- Push the token‑efficiency frontier by innovating encoder and connector designs.
- Own a major work‑stream such as video understanding, data‑quality pipelines, or encoder architecture.
Required profile
- Hands‑on experience training or evaluating vision‑language models with rigorous experimentation.
- Proven ability to translate research ideas into scalable implementations.
- Strong programming skills in Python and familiarity with at least one deep‑learning framework.
- M.S. or Ph.D. in Computer Science, Mathematics, or a related field, or equivalent industry experience.
Required skills
- Python
- Deep learning frameworks (e.g., PyTorch, TensorFlow)
- Distributed training tools such as DeepSpeed, FSDP, Megatron‑LM
- Multimodal training and data‑pipeline development
- Reinforcement learning and preference‑optimization methods
- Computer vision and visual representation learning
What we offer
- Full ownership of projects from architecture to deployment.
- Competitive base salary with equity in a unicorn‑stage company.
- 100% coverage of medical, dental, and vision insurance premiums.
- Opportunity to work on state‑of‑the‑art models that ship to production.
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Published 3 weeks ago
Expires 1 month from now
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