ML Research Scientist
Twelve Labs
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