Machine Learning Engineer

2 weeks ago


Singapore TikTok 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
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

**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).
- 3+ years of industry experience with solid theoretical foundation of machine learning.

**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.

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.



  • Singapore beBee Careers Full time

    Machine Learning EngineerWe are seeking a highly skilled Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for building and deploying machine learning models to respond to and mitigate business risks in our products/platforms. This includes developing solutions to detect and prevent abusive accounts, fake...


  • Singapore Johnson & Johnson Full time

    An opportunity has arisen for an extraordinary and enthusiastic Machine Learning Engineer. This role requires a deep understanding of machine learning algorithms, strong software engineering skills, and the ability to translate business requirements into scalable machine learning solutions. As a member of the Global Finance Data Science team, you will...


  • Singapore ALMR Consulting Pte Ltd Full time

    **Role: Machine Learning Engineer** **Responsibilities**: - Design and create an ML-based pricing system that delivers personalized experiences for our customers. - Work closely with data scientists, engineers, and platform teams to put machine learning models into production, automate processes, and make sure everything runs smoothly. - Collaborate with...


  • Singapore TECHNOLOGY SERVICES GROUP PTE. LTD. Full time

    Are you passionate about AI and fintech? Do you want to join a company that is building cutting-edge technology to transform the financial industry and empower traders? If yes, then we have an exciting opportunity for you! We are looking for talented and motivated individuals who share our vision and want to make a difference in the world. We are looking...


  • Singapore beBee Careers Full time

    Senior Machine Learning Engineer This position involves investigating and implementing methodologies to ensure AI authenticity, accountability, and the integrity of digital content. The successful candidate will have a strong knowledge of machine learning techniques, including machine unlearning and AI testing, and experience in developing and deploying...


  • Singapore KAISHI PARTNERS PTE. LTD. Full time

    **Responsibilities**: - Designing machine learning systems and self-running artificial intelligence (AI) software to automate predictive models. - Ensuring that algorithms generate accurate user recommendations. - Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks. - Developing ML...


  • Singapore Technosoft SEA Pte Ltd Full time

    **Description**: **Responsibilities**: - As a Machine Learning Engineer, you will contribute to state-of-the-art machine learning infrastructure and relevant software (e.g. supervised learning, reinforcement learning, data management, and evaluation at unparalleled scale). - Manipulate high-volume, high-dimensionality, structured data from automotive retail...


  • Singapore beBee Careers Full time

    Machine Learning Engineer JobWe are looking for a talented Machine Learning Engineer to join our team and contribute to the development of innovative AI/ML solutions. As a Machine Learning Engineer, you will be responsible for designing, developing, and deploying cutting-edge AI/ML models to enhance our compliance solutions.Main Responsibilities:AI/ML Model...


  • Singapore beBee Careers Full time

    Machine Learning Engineer - Capital MarketsKey Responsibilities:* Develop, train, and evaluate machine learning models using transaction data.* Implement cross-validation and hyperparameter tuning to optimize model performance.* Monitor model performance over time to detect and address issues such as data drift and model degradation.About the Role:This is an...


  • Singapore SALT TALENT SEARCH PTE. LTD. Full time

    Salt is hiring Machine Learning Engineer for a yearly renewable contract role. The client’s team make an impact by delivering high-quality cutting-edge AI & IoT products which are closely integrated with the business **Responsibility**: - Implement and maintain machine learning algorithms and edge AI models provided by the data scientist team on Android...