Machine Learning Engineer

1 day ago

Singapore Rekuten Global Full time

Job Description:
Situated in the heart of Singapore's Central Business District, Rakuten Asia Pte. Ltd. is Rakuten's Asia Regional headquarters. Established in August 2012 as part of Rakuten's global expansion strategy, Rakuten Asia comprises various businesses that provide essential value-added services to Rakuten's global ecosystem. Through advertisement product development, product strategy, and data management, among others, Rakuten Asia is strengthening Rakuten Group's core competencies to take the lead in an increasingly digitalized world.

The GPU Engineering team is at the forefront of delivering a robust GPU infrastructure and cutting-edge ML platforms that powers the development and deployment of ML models across various teams of ML engineers and researchers within Rakuten. Use cases include semantic search, visual search, recommendation, LLMs, and more.

As an MLOps Engineer in the GPU Engineering team, you will be at the heart of Rakuten's ML operations, focusing on the deployment, monitoring, and management of ML models. You'll work closely with ML Engineers across the department to provide a reliable infrastructure that supports rapid model development, training, and deployment. Your expertise will contribute to the efficiency and scalability of our ML projects, directly impacting Rakuten's product innovation and service excellence.

Responsibility
- Design, implement, and maintain ML pipelines for automated training, testing, and deployment of machine learning models, ensuring scalability and efficiency.
- Work collaboratively with ML engineers to troubleshoot and optimize model performance, ensuring models are production-ready and meet defined SLAs.
- Manage and monitor Kubernetes clusters and related infrastructure to support high-volume ML workloads, implementing best practices for security and resilience.
- Develop and maintain documentation on ML infrastructure, tools, and best practices, providing guidance and support to ML teams.
- Continuously evaluate and incorporate new technologies and tools to enhance the ML platform's capabilities and performance.

Qualifications
- Minimum 1 year or more of experience in MLOps, with a proven track record of managing ML infrastructure and pipelines.
- Education: Bachelor’s or higher degree in Computer Science, Engineering, or a related technical discipline.
- Programming Skills: Proficiency in Python and familiarity with ML frameworks (e.g., TensorFlow, PyTorch).
- CI/CD Tools: Experience with CI/CD tools (e.g., GitHub Actions, Jenkins, GitLab CI) and container technologies (e.g., Docker).
- Strong communication and teamwork skills.
- Passion for technology and solving challenging problems.

  • Machine Learning Engineer

    3 days ago

    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...

  • Machine Learning Engineer

    3 days ago

    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...

  • Machine Learning Engineer

    2 days ago

    Singapore SGX Group Full time

    Overview SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to build and deliver AI/ML use cases that will...

  • Machine Learning Engineer

    1 week ago

    Singapore SGX Full time $120,000 - $180,000 per year

    Job Summary SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to build and deliver AI/ML use cases that...

  • Machine Learning Engineer

    3 days ago

    Singapore Canalasset Full time

    Responsibilities Model Development and Deployment: Design, implement, and deploy machine learning models to solve complex problems across various domains, ensuring models are scalable, efficient, and production-ready. Data Collection and Preprocessing: Collaborate with data scientists and engineers to collect, clean, and preprocess large datasets, ensuring...

  • Machine Learning Engineer

    6 days ago

    Singapore SGX Full time $120,000 - $200,000 per year

    Custom Field 1: Singapore ExchangeLocation:Singapore, SGFacility: Operations & TechnologyJob Type: Contract (Project IO)Custom Field 2: 2927Job SummarySGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role...

  • Machine Learning Engineer

    2 days ago

    Singapore PLUANG TECHNOLOGIES PTE. LTD. Full time

    Roles & Responsibilities As a Machine Learning Engineer (Trading & Financial Intelligence) , you will contribute to the development of AI-powered systems and autonomous agents that transform how financial analysis and decision-making are conducted. Working under the guidance of senior team members, you will help build intelligent solutions that analyze...

  • Machine Learning Engineer

    1 week ago

    Singapore PLUANG TECHNOLOGIES PTE. LTD. Full time

    As a Machine Learning Engineer (Trading & Financial Intelligence) , you will contribute to the development of AI‑powered systems and autonomous agents that transform how financial analysis and decision‑making are conducted. Working under the guidance of senior team members, you will help build intelligent solutions that analyze markets, extract insights...

  • Machine Learning Engineer

    7 days ago

    Singapore STRAITDEER PTE. LTD. Full time

    We’re looking for a Machine Learning Engineer to join our dynamic AI/ML team. You’ll build and enhance the intelligent systems and models that power our products. You’ll work closely with data scientists, data engineers, and product teams to translate research prototypes into AI‑powered solutions that drive business value. Responsibilities Build ML...

  • Machine Learning Engineer

    1 week ago

    Singapore STRAITDEER PTE. LTD. Full time

    We're looking for a Machine Learning Engineer to join ourdynamic AI/ML team. You'll build and enhance the intelligent systems and models that power our products. You'll work closely with data scientists, data engineers, and product teams to translate research prototypes into AI-powered solutions that drive business value. • Build ML Models: Design,...