Singapore Job Openings
Rekuten Global
AI/ML Infrastructure Engineer
FULL TIME
August 29, 2024
- 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.
- 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.
- Kubernetes Proficiency: Deep understanding of Kubernetes (K8s) infrastructure and its application in managing ML workloads.
- Programming Skills: Proficiency in Python and familiarity with ML frameworks (e.g., Tensor Flow, Py Torch).
- CI/CD Tools: Experience with CI/CD tools (e.g., Git Hub Actions, Jenkins, Git Lab CI) and container technologies (e.g., Docker).
- Strong communication and teamwork skills.
- Passion for technology and solving challenging problems.
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