Description

You will build tools and automate workflows for ML orchestration and model deployment.

Responsibilities

• Build automation tools for ML workflow orchestration and model deployments using CI/CD workflows.
• Automate infrastructure deployments and tool configurations using Terraform or similar IaC tools.
• Write clean, maintainable code in Python, Go, and other object-oriented programming languages.
• Troubleshoot and resolve issues related to ML workflow deployments.
• Collaborate with data science teams to improve developer workflows and ensure tool integration.

Required Skills

• Proficiency in Python.
• Experience with ML Ops workflow tools (e.g., MLFlow, Vertex AI).
• Hands-on experience with CI/CD practices.
• Experience with Terraform for automated deployments and Infrastructure as Code (IaC).
• Experience with Kubernetes or other containerized orchestration platforms.
• Familiarity with cloud technologies like AWS or GCP.
• Knowledge of Go or Java.
• Ability to write unit and integration tests.

Key Skills

Education

Any Gradute