ML Research Scientist

At Twelve Labs, we are building the world's most powerful video understanding infrastructure to help developers build intelligent programs that can see, listen, and understand the world as we do.

Location: Seoul
Company size: 50–200
Posted: 2y ago
Via: Lever

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ML Research Scientist - Twelve Labs

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Job Title: ML Research Scientist
Job Location: Seoul, South Korea
Job Listing URL: https://jobs.lever.co/twelvelabs/58f369fb-9328-41a4-8dca-eb7ba29c203d
Job Description: About the role

We're seeking a talented AI Research Scientist to drive our research efforts in video embedding and retrieval, multimodal language models, and intelligent agents. As a key member of our team, you will collaborate closely with the team lead to select and execute AI research projects responsibly and proactively. Your contributions will be instrumental in shaping the future of our products and ensuring their success in the market.
In this role, you will
Conduct AI research projects essential for advancing Twelve Labs' products (e.g. video embedding & retrieval, multimodal language model, agents)
Collaborate with the team lead to select AI research projects and execute them responsibly and proactively
Discuss and determine data collection and labeling methods for project execution
Provide regular communication and feedback among ML team members on ongoing projects
Proactively communicate and provide feedback on ongoing projects with the team lead and other team members
Discuss and contribute to creating a culture and environment that enables the team to work most efficiently
You may be a good fit if you have
Research experience and interest in fields such as Video Understanding, Multimodal Language Modeling, Vision + X, Open-domain QA, Generative Models, Video Representation Learning, Action Recognition, Multimodal AI, or similar areas
PhD in a related field, or a Master's degree with 3+ years of industry experience
Ability to independently lead research projects
Passionate and responsible in performing job duties
Experience developing large-scale commercial ML products
Experience in large-scale model training and acceleration
Published research in top-tier AI conferences (e.g., NeurIPS, ICML, ICLR, AAAI, NAACL, ACL, EMNLP, CVPR, ICCV, ECCV, KDD, SIGGRAPH) related to video, Vision + NLP, or multimodal studies
High-ranking records in international conference challenges, Kaggle competitions, or domestic AI competitions
Excellent English writing and communication skills