Job Description
The main business
[Role as a Video AI Researcher]
- Lead a research project related to Multimodal Video Understanding
- Discussion of the direction of the configuration of an optimized MLOps system required for model learning that can conduct from experimentation to deployment, such as rapid prototyping and large-scale learning of multimodal-based image understanding model learning
- Provides a guide on how to collect and label data necessary for the development of multimodal image understanding models.
[Role as team lead]
- Continuous discussions with CTO, engineering, and product teams on AI research and project direction aligned with product direction
- Regular communication and feedback between ML team members on each ongoing project within the team
- Discuss the culture and necessary environment in which the team can work most effectively.
- Actively participate in the recruitment process for the necessary talent (questions, interviews, etc.)
Qualification
- Those who have research experiences and interests in Video Understanding, Vision + X, NLP+Vision, Video Representation Learning, Generative Model, Action Recognition, Multimodal AI or similar fields
- Those who have more than 4 years of experience in the industry with a doctorate degree or higher in the above research field, or those who have more than 7 years of experience in the industry with a master's degree or higher
- Those who have an understanding of the latest research technology in the above research fields, excellent research capabilities and achievements
- Those with strong R&D leadership who can lead AI projects related to the above research fields and lead ML teams
- A person who can communicate with the CTO, engineering team, and product team to discuss and present AI/ML research directions under the value that product development that satisfies customers is the top priority
- A person with leadership who can lead the development of the entire team by actively communicating with ML team members
- Those who carry out their duties responsibly with passion
Preferential Treatment
- Those who have published research related to video, Vision + NLP, and multimodal at top-tier AI conferences (NeurIPS, ICML, ICLR, AAAI, NAACL, ACL, EMNLP, CVPR, ICCV, ECCV, KDD, SIGGRAPH, etc.)
- Those who have top records in international conference challenges, Kaggle competitions, or domestic AI competitions
- Those with excellent English writing and communication skills
Recruitment details
- Employment Type: Full-time
- Recruitment process: Document screening > Recruiter Call > 1st interview > Pre-assignment > 2nd job competency interview (On-site) > 3rd culture-fit interview (Zoom) > Final acceptance
- Working place and time: Implementation of flexible work system
- Application Documents: Resume in Korean or English based on detailed experience in free form
Benefits And Welfare
- Free work from home, free commute
- Provision of personal corporate card for all members
- 600,000 won per month (7.2 million won per year)
- Full support for health checkup expenses for members
- Support for work-from-home supplies when entering the company
- Provision of the latest work devices such as MacBook Pro (special negotiations are possible for each job)
Contact: careers@twelvelabs.io
Company Info.
Twelve Labs
Twelve Labs is offering API access to its video foundation models, providing businesses and developers with the tools to create intelligent video products with ease.
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