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- Design and implement a global-scale machine learning system for feeds, ads, and search ranking models.
- Improve the usability and flexibility of the machine learning infrastructure.
- Enhance the workflow of model training and serving, data pipelines, and resource management for multi-tenancy machine learning systems.
- Develop key components of ML infrastructure and mentor interns.
- Final year or recent graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
- Proficient in C/C++/Python and solid programming skills.
- Familiar with deep learning frameworks (TensorFlow/PyTorch).
- Experience in developing and deploying large-scale systems.
- Ability to work independently and complete projects from beginning to end and in a timely manner.
- Experience contributing to an open-sourced machine learning framework (TensorFlow/PyTorch).
- Experience in big data frameworks (e.g., Spark/Hadoop/Flink), experience in resource management and task scheduling for large-scale distributed systems.
- Strong background in one of the following fields: Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/TPU/RDMA) or ML for Systems.
Backend Engineer - Singapore - BYTEDANCE PTE. LTD.

2 weeks ago

Description
About Us
ByteDance is a technology company that inspires creativity and enriches life through its suite of products, including TikTok, Helo, Toutiao, Douyin, Xigua, and more.
We are passionate about creating a future driven by imagination, innovation, and collaboration. Our mission is to push the boundaries of what is possible and make a meaningful impact on people's lives.
Our AML Team
The mission of our Anti-Money Laundering (AML) team is to develop next-generation machine learning algorithms and platforms for recommendation systems, ads ranking, and search ranking in our company. We strive to drive substantial impact for core businesses and push the frontiers of what is possible in AI.
We are seeking talented individuals to join our team as Software Engineer - Machine Learning Infrastructure. In this role, you will have unparalleled opportunities to kickstart your career, pursue bold ideas, and explore limitless growth opportunities.
Responsibilities
Requirements
Preferred Qualifications
By joining ByteDance, you will be part of a diverse community that values creativity, innovation, and collaboration. We are committed to creating an inclusive environment where employees can grow and thrive. If you are passionate about making a difference and pushing the boundaries of what is possible, we encourage you to apply.
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Engineer, Logistics
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore
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Backend Software Engineer
TIKTOK PTE. LTD.- Singapore