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Senior Algorithm Engineer
1 week ago
TikTok is a leading destination for short-form mobile video, inspiring creativity and bringing joy to our users. Our global offices span across multiple regions, fostering innovation and growth.
Our Mission
We believe in the power of creation, where every challenge is an opportunity to learn, innovate, and grow together as one team. Courage and status quo? Never and always, respectively.
About the Job
The Experience team optimizes app experience related to performance for TikTok users, collaborating with teams across the video creation and consumption ecosystem. This includes client, shooting, uploading, video playback, delivery, and player optimization.
Responsibilities
- Design and implement media streaming algorithms to enhance playback experience
- Contribute to end-to-end media ecosystem design for algorithmization improvements
- Run controlled experiments on millions of streaming sessions to validate enhancements
- Work on video preload algorithms, media adaptation, network bandwidth estimation, CDN traffic allocation, and transmission protocol optimization
Qualifications
- 2+ years of experience in streaming or network domains
- MS or PhD in computer science, EE, or quantitative discipline
- Proven ability to develop new algorithms and identify problems in existing solutions
- Fluency in statistics and data analysis
- Experience shipping software at scale and learning-based model development are pluses
Career Growth
TikTok values diversity and inclusivity, creating an environment that reflects the communities we reach. We strive to inspire creativity and bring joy, providing reasonable accommodations for candidates with disabilities.