Research Engineer- Foundation Model AI Platform- San Jose
San Jose, California
Employer: TikTok
Industry: Computer vision
Salary: Competitive
Job type: Full-Time
Responsibilities
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About the Team
Welcome to the GAI-Vision team, where we spearhead multi-modality foundation models on visual understanding and visual generation. Our mission is to solve the visual intelligence problem for AI. We conduct cutting-edge research on areas like vision and language, large vision models, and generative foundation models. The team is a mix of experienced research scientists and engineers, aiming to advance the research boundaries in foundation models and apply our technologies to our rich application scenarios, whereas a feedback loop is created to help further improve our foundation technologies. Join us in shaping the future of AI technologies and revolutionizing our product experience for global users.
Responsibilities
-Creating AI engineering infrastructure from end to end for large model development
-Training inference acceleration and deployment
Qualifications
Minimum Qualifications:
- Research and engineering experience in one or more areas of computer vision and natural language processing, including but not limited to
- Work and collaborate well with team members.
- Ability to work independently; Strong communication skills.
Preferred Qualifications:
- Experience in multi-modal understanding, vision and language, such as video captioning, VQA, Text-to-video retrieval, and other related topics.
- Work with very large-scale datasets, and build very large-scale datasets to scale up foundation models.
- Experience with language models and apply them in various downstream tasks.
-candidates with publications in top-tier venues such as CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML, EMNLP, ACL, COLING, etc
- Highly competent in algorithms and programming; Strong coding skills in Python and popular deep learning frameworks.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please submit a request at https://shorturl.at/cdpT2.
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About the Team
Welcome to the GAI-Vision team, where we spearhead multi-modality foundation models on visual understanding and visual generation. Our mission is to solve the visual intelligence problem for AI. We conduct cutting-edge research on areas like vision and language, large vision models, and generative foundation models. The team is a mix of experienced research scientists and engineers, aiming to advance the research boundaries in foundation models and apply our technologies to our rich application scenarios, whereas a feedback loop is created to help further improve our foundation technologies. Join us in shaping the future of AI technologies and revolutionizing our product experience for global users.
Responsibilities
-Creating AI engineering infrastructure from end to end for large model development
-Training inference acceleration and deployment
Qualifications
Minimum Qualifications:
- Research and engineering experience in one or more areas of computer vision and natural language processing, including but not limited to
- Work and collaborate well with team members.
- Ability to work independently; Strong communication skills.
Preferred Qualifications:
- Experience in multi-modal understanding, vision and language, such as video captioning, VQA, Text-to-video retrieval, and other related topics.
- Work with very large-scale datasets, and build very large-scale datasets to scale up foundation models.
- Experience with language models and apply them in various downstream tasks.
-candidates with publications in top-tier venues such as CVPR, ECCV, ICCV, NeurIPS, ICLR, ICML, EMNLP, ACL, COLING, etc
- Highly competent in algorithms and programming; Strong coding skills in Python and popular deep learning frameworks.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please submit a request at https://shorturl.at/cdpT2.
Created: 2024-06-01
Reference: A257132A
Country: United States
State: California
City: San Jose
ZIP: 95118
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