US - California - Los Angeles
November 15, 2024
Responsibilities
About Tiktok
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
Our team's mission is to empower TikTok users to turn creativity into reality via videos.
We build the core video creation product to support tens of millions of TikTok creators every day.
All the viral props and effects you find on TikTok are developed by us, via close collaboration with TikTok AR effects and multimedia teams.
Our team focuses on the research of next-gen technologies such as AIGC.
Our mission is to make cutting-edge AI technology accessible, and bring possibilities to all TikTok users.
About the Role
We are looking for a highly motivated research engineer to join our computer vision team in Singapore.
In this role, you will work with a team of leading researchers and experienced engineers working in the AIGC domain.
You will be responsible for building & maintaining data pipelines, writing bug-free machine learning code, and implementing the sciences behind the systems.
The ideal candidate should be experienced in processing large datasets (e.g.
Images, videos, texts), and have past experience in building computer vision and/or generative models using pytorch framework, and to be comfortable working with large-scale distributed machine learning training pipelines.
Responsibilities
Develop and improve current data loading and processing pipelines on a very large scale (e.g.
On PBs scale).
Work along with researchers and engineers to help improve current generative modeling pipelines.
Be self-motivated to come up with new solutions that can improve modeling outputs, training pipelines and datasets.
Be responsible for maintaining and improving codebases.
Attend research & paper reading groups for ideas brainstorming.
Qualifications
At least a Bachelor's degree in any of these faculties:
Computer Science, Information Technology, Programming & Systems Analysis, Science (Computer Studies)
Minimum 3 years of experience as an AI researcher/scientist with strong programming skills
Strong background in computer vision, including experience with deep learning frameworks such as PyTorch
Experience with image and video processing techniques and libraries
Experience with computer vision modeling and training
Experience in processing large-scale datasets, including images, videos or texts
Experience in building large-scale distributed machine learning systems will be a plus
Self-motivated and driven to learn & try new things (e.g.
open sourced github repos), especially in AIGC
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.
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