Bytedance - San Jose, CA

posted 5 months ago

Full-time - Entry Level
San Jose, CA
Professional, Scientific, and Technical Services

About the position

The ByteDance Doubao (Seed) Team, established in 2023, is at the forefront of developing industry-leading AI foundation models. Our mission is to conduct world-class research that not only advances technology but also contributes to social progress. We focus on a variety of research areas, including natural language processing (NLP), computer vision (CV), and speech recognition and generation. With a strong commitment to the AI field and a long-term vision, our team operates across multiple locations, including China, Singapore, and the US, leveraging substantial data and computing resources to build proprietary general-purpose models with multimodal capabilities. In the Chinese market, our Doubao models are integrated into over 50 ByteDance applications and business lines, including Doubao, Coze, and Dreamina, and have been launched to external enterprise clients through Volcano Engine. The Doubao app stands as the most utilized AIGC app in China. Joining the GAI-Vision team means being part of a group dedicated to pioneering multi-modality foundation models focused on visual understanding and generation. Our goal is to tackle the challenges of visual intelligence in AI. We engage in cutting-edge research in areas such as vision and language, large vision models, and generative foundation models. Our team comprises experienced research scientists and engineers who are committed to pushing the boundaries of research in foundation models and applying our technologies to a variety of application scenarios. This collaborative environment fosters a feedback loop that enhances our foundational technologies. As a graduate joining us in 2024, you will have unparalleled opportunities to launch your career, pursue innovative ideas, and explore limitless growth potential. We encourage you to co-create a future driven by your inspiration with TikTok. Successful candidates must be able to commit to a start date before the end of 2024, and we ask that you clearly state your availability and graduation date in your resume. Applications will be reviewed on a rolling basis, and we recommend applying early. Candidates may apply to a maximum of two positions, and applications will be considered in the order they are received.

Responsibilities

  • Conduct cutting-edge research and development in computer vision and machine learning, particularly in generative AI (e.g., image, video, or 3D generation).
  • Transfer advanced technologies to TikTok and other products.
  • Explore new products with artificial intelligence technology at its core.

Requirements

  • Current Ph.D. or recent Ph.D. graduates in Computer Science or a related engineering field.
  • Excellent collaboration and interpersonal skills.
  • Highly competent in algorithms and programming; strong coding skills in Python/C++.
  • Experience in multimodal generation, such as text-to-image/video/3D generation and editing.

Nice-to-haves

  • Publications in top-tier venues such as CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH, or SIGGRAPH Asia.
  • Experience with diffusion models, GANs, transformers for generation tasks, large-scale training, RLHF, and generative AI.

Benefits

  • Competitive salary ranging from $145,000 to $250,000 per year.
  • Opportunities for career growth and development.
  • Collaborative and inclusive work environment.
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