ML Research Scientist, Lead (Video AI)

Key Skills

AI technology, English Proficiency, Generative AI, Machine learning techniques, Natural Language Processing (NLP), Video coding and processing

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