TwelveLabs is pioneering the development of frontier multimodal foundation models that can see, hear and understand the world as humans do, redefining standards in video-language modeling to enable advanced semantic search, summarization, and analysis capabilities.
Requirements
- Strong research experience in areas like video (multimodal) understanding, large language models, domain adaptation, representation learning, or action recognition.
- Strong proficiency in Python and Pytorch is essential.
- Additional experience developing and deploying large-scale ML models in production, or optimizing large model training, is a major plus.
Responsibilities
- Conduct pioneering work in video understanding, multimodal learning, and AI agents; identifying critical research problems, designing innovative solutions, and running effective experiments.
- Develop data strategies and defining evaluation methodologies.
- Lead finetuning efforts for video embedding and video language models.
- Closely collaborating with the MLE and Solutions Engineering team to productionize finetuning efforts.
- Collaborate closely with team leads, fellow scientists and researchers, clearly communicating your findings and contributing to TwelveLabs' broader research roadmap and culture.
- Ensure that research outcomes are directly integrated into products and platforms, delivering real value to users.
- Tackle the most critical technical challenges in video understanding, including video embedding and search, multimodal language models capable of reasoning over video content, and intelligent agents that can interact with and analyze video data.
Other
- We're looking for candidates with strong research experience in areas like video (multimodal) understanding, large language models, domain adaptation, representation learning, or action recognition; especially where those align with our mission.
- Your experience should be supported by past projects, your contributions, and related publications.
- You should be capable of independently leading research projects from ideation to execution.
- Excellent written and verbal communication in Korean as well as English is a bonus.
- A Phd or Masters Degree in addition to significant research experience in computer science, AI, or related fields.
- If you are a 0-1 achiever, a ferocious learner, and a kind and fun team player who motivates others, you will find a home at TwelveLabs.
- We are looking for individuals who are motivated by our mission and eager to make an impact as we push the bounds of technology to transform the world.
