Job description
Seeking Innovators in Computer Vision and Natural Language Processing
Join a leading platform in the digital space that is the home of short-form mobile video, aiming to inspire creativity and bring joy across the globe. With offices spanning major cities worldwide, from Los Angeles to Tokyo, our mission is rooted in fostering imagination and happiness through our groundbreaking platform.
About Your Future Team
You'll be part of a dynamic team focused on pioneering research and development in content understanding and creation through cutting-edge computer vision (CV) and natural language processing (NLP) technologies. Their work spans multi-modal understanding, vision and language integration, foundation models, and audio/music understanding and generation, all aimed at enhancing user experience on their platform. This team, a blend of seasoned research scientists and engineers, is dedicated to pushing the boundaries of multi-modality research and its application.
Key Responsibilities
- Lead and contribute to advanced research and development in CV and NLP, particularly in multi-modality and vision and language areas.
- Publish and present groundbreaking research findings, enhancing our brand within the research community.
- Translate research insights into tangible product applications, exploring innovative product ideas centered around CV/NLP technologies.
What We're Looking For
- Proven research and engineering background in CV and NLP, with a specific focus on multi-modal understanding, vision and language, video captioning, VQA, text-to-video retrieval, etc.
- Experience handling very large-scale datasets and scaling up foundation models.
- Proficiency in language models and their application in various tasks.
- Expertise in audio/music understanding and generation.
- A track record of publications in top-tier venues (CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML, EMNLP, ACL, COLING, etc.).
- Strong algorithmic background and coding skills in Python and popular deep learning frameworks.
- Excellent team collaboration and communication abilities.
- Independent work capability and outstanding communication skills.
