Machine Learning Platform Developer
4 days ago
We are seeking a highly skilled Senior Software Engineer to join our Randstad Digital team as a MLOps Platform Engineer. In this role, you will be responsible for designing, implementing, and deploying machine learning operations platforms that enable our data scientists to focus on model development.
Key Responsibilities:
- Design and implement automated scripts, jobs, and workflows to build, test, and deploy machine learning solutions.
- Collaborate with data scientists to define and implement machine learning models.
- Develop REST API solutions to serve machine learning models and ensure seamless integration with our infrastructure.
- Write unit tests to ensure code quality and resolve security scan issues.
- Promote and establish engineering standards for machine learning model development.
- Develop infrastructure as code solutions and automate higher environment/production changes.
- Implement monitoring solutions for our machine learning platform.
- Develop and review documentation relevant to implementors and users.
Requirements:
- Bachelor's degree in Computer Science, Engineering, Information Systems, or related field.
- 5+ years of experience in development and/or operations.
- Strong understanding and experience with AWS in an enterprise environment.
- Strong problem-solving skills and experience with Unix/Linux and bash scripting.
- Python programming experience and knowledge of Dockerfile creation.
- Kubernetes experience with Helm deployments is a plus.
- Excellent communication skills, verbal and written.
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