Machine Learning Infrastructure Engineer
1 day ago
At WhiteCoat Holdings Pte Ltd, we are revolutionising digital healthcare in Southeast Asia with cutting-edge technologies.
We are seeking a highly skilled Machine Learning Infrastructure Engineer to join our team. As an MLOps Engineer, you will be responsible for designing, building, and maintaining scalable, secure, and reliable machine learning pipelines to streamline the deployment of models into production environments.
You will collaborate closely with data scientists, data engineers, software engineers, and DevOps teams to ensure seamless integration and operation of machine learning workflows. This role is ideal for individuals with a strong understanding of both machine learning and software engineering principles who are eager to optimise the lifecycle of machine learning models.
Key Responsibilities- Pipeline Design and Development
- Pipeline Maintenance and Upgrades
- Monitoring and Logging Frameworks
- Cross-Functional Collaboration
Requirements:
- Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.
- 3+ years of experience in MLOps, DevOps, or a related engineering role.
- Proficiency in programming languages such as Python, Java, or Scala, with a focus on machine learning libraries and frameworks.
- Strong understanding of containerisation and orchestration tools, such as Docker and Kubernetes.
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