Job
Research Scientist Graduate (Intelligent Editing Multimodality) - 2024 Start (PhD)
TikTok
•
Oct 19
💼 Graduate Job
Seattle
AI generated summary
- The candidate must be a graduate with a background in Software Development, Computer Science, or Computer Engineering. They should have 0-1 year of research and practical experience in computer vision, including multimodal understanding and vision and language. Strong coding skills in C/C++ and Python and the ability to work independently are also required. Experience with large-scale training, language models, and publications in top-tier venues are preferred.
- The candidate will be responsible for conducting cutting-edge research in computer vision and machine learning, specifically in areas like multi-modal understanding and large-scale training. They will also need to transfer advanced technologies to ByteDance products and explore new AI-focused products.
Description
Team Introduction
- The Intelligent Creation Team is the AI, special effects, and audio-video creation technology team, responsible for the core technology and business development. It covers a variety of technical fields, including deep learning, computer vision, graphics, speech, recording and editing, special effects, client and server engineering, and provides cutting-edge content understanding, content creation, interactive experience, and consumption capabilities and industry solutions to other business lines within the company and external partners in various forms.
- We are looking for talented individuals to join our team in 2024. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with TikTok.
Requirements
- Graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
- Preferred Qualifications:
- At least 0-1 year of research and practical experience in one or more areas of computer vision, including but not limited to:
- Experience in multimodal understanding, such as video highlight detection and slicing, audio/music understanding, etc.
- Experience in vision and language, such as image/video captioning, retrieval, VQA, and other related fields.
- Experience with language models and apply them in various downstream tasks, especially for intelligent editing.
- Experience in large-scale training and RLHF.
- Preferring candidates with publications in top-tier venues such as CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML or ACL, EMNLP, COLING, etc
- Highly competent in algorithms and programming; Strong coding skills in C/C++ and Python.
- Work and collaborate well with team members.
- Ability to work independently.
Education requirements
PhD
Area of Responsibilities
Research & Development
Software Engineering
Responsibilities
- Conduct cutting-edge research and development in computer vision and machine learning, especially in the areas of multi-modal understanding, vision and language, large-scale training, etc.
- Transfer advanced technologies to ByteDance products;
- Explore new products with artificial intelligence technology at its core.
Details
Work type
Full time
Work mode
office
Location
Seattle