Machine Learning Engineer, TikTok Machine Learning Infrastructure
5 days ago
About Bytedance
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Why Join Us
Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.
Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.
To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.
Join us.
About the Team
The mission of our AML team is to push next-generation machine learning algorithms and platform for the recommendation system, ads ranking and search ranking in our company. We also drive substantial impact for core businesses of the company. Currently we are looking for Software Engineer - Machine Learning Infrastructure to join our team to support and advance that mission.
Responsibilities
- Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models.
- Responsible for improving use-ability and flexibility of the machine learning infrastructure.
- Responsible for improving the workflow of model training and serving, data pipelines and resource management for the multi-tenancy machine learning systems
- Responsible for designing and developing key components of ML infrastructure and mentoring interns
- Support the production of scalable and optimised AI/machine learning (ML) models
- Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models
- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process
- Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm
- Work with the relevant software platforms in which the models are deployed
Qualifications
- B. Sc or higher degree in Computer Science or related fields from accredited and reputable institutions.
- Proficient in C/C++/Python, and have 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.
- Good communication and teamwork skills to clearly communicate technical concepts with other teammates.
- Experience on improving core machine learning infrastructure(TensorFlow, Pytorch, and Jax).
Preferred Qualifications:
- 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.
Bytedance 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 Bytedance, 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.
Tell employers what skills you have
Mentoring
Machine Learning
Big Data
Hardware
Pipelines
Scripting
PyTorch
Distributed Systems
High Performance Computing
AML
Statistics
Data Science
Resource Management
Scheduling
-
Machine Learning Engineer
5 days ago
Singapore BYTEDANCE PTE. LTD. Full timeRoles & ResponsibilitiesAbout BytedanceFounded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with,...
-
Machine Learning Engineer
2 months ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesAbout TikTokTikTok 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 UsAt TikTok, our people are humble, intelligent, compassionate and...
-
Machine Learning Engineer, TikTok Search
2 months ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesAbout TikTokTikTok 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 UsAt TikTok, our people are humble, intelligent, compassionate and...
-
Machine Learning lead- TikTok Search
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesResponsibilitiesTikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.Why Join UsCreation is the core...
-
Machine Learning Engineer
1 hour ago
Singapore TikTok Full timeAbout the Role:The Live Platform Intelligence team at TikTok is seeking a talented PhD Intern to join our team in 2025. As a member of our team, you will have the opportunity to actively contribute to our products and research, and to the organization's future plans and emerging technologies.Responsibilities:Participate in the optimization of ByteDance LIVE...
-
Machine Learning Engineer
60 minutes ago
Singapore TikTok Full timeKey Responsibilities: As a Machine Learning Engineer on TikTok's Trust and Safety Platform, you will design and develop industry-leading content safety systems to protect our users and platform. Your work will involve building scalable classifiers, tools, models, and algorithms leveraging cutting-edge machine learning, computer vision, and data mining...
-
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.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,...
-
Machine Learning Engineer, TikTok E-Commerce Risk
2 months ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its...
-
Machine Learning Engineer
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.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,...
-
Machine Learning Engineer
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa. 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,...
-
Machine Learning Engineer
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.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,...
-
PhD Graduate Data Scientist
5 days ago
Singapore TIKTOK PTE. LTD. Full timeMission and VisionTikTok PTE. LTD. is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy to our users. We are committed to creating a safe and secure environment for our community.Job Title: PhD Graduate Data Scientist - Risk Protection and Machine Learning EngineeringWe are looking for a highly motivated...
-
Singapore TIKTOK PTE. LTD. Full timeAbout the RoleTikTok PTE. LTD. is seeking a highly skilled Machine Learning Engineer to join our E-Commerce Risk Control team. As a key member of our team, you will be responsible for developing and implementing machine learning models to mitigate business risks in our e-commerce platforms.Key ResponsibilitiesDevelop and Implement Machine Learning Models:...
-
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.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,...
-
Machine Learning Engineer
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok 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 UsCreation is the core of TikTok's purpose. Our platform is built to help imaginations...
-
Machine Learning Engineer
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok 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 UsCreation is the core of TikTok's purpose. Our platform is built to help imaginations...
-
Software Engineer in Machine Learning Infra
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok 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 UsCreation is the core of TikTok's purpose. Our platform is built to help imaginations...
-
Machine Learning Engineer
5 days ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.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,...
-
Singapore TIKTOK PTE. LTD. Full timeJob SummaryWe are seeking a highly skilled Machine Learning Engineer to join our E-Commerce Risk Control team at TikTok PTE. LTD. As a key member of this team, you will be responsible for developing and implementing machine learning models to mitigate business risks in our e-commerce platforms.Key ResponsibilitiesDesign and build scalable and robust machine...
-
Senior E-Commerce Machine Learning Engineer
5 days ago
Singapore TIKTOK PTE. LTD. Full timeAbout the RoleTikTok PTE. LTD. is seeking a highly skilled Senior E-Commerce Machine Learning Engineer to join our Search E-Commerce team. As a key member of this team, you will be responsible for improving the basic search quality and user experience for TikTok's rapidly growing global e-commerce business.Key Responsibilities• Improve the basic search...