LEAD ENGINEER - Machine Learning

3.6

Job Type   /   Job Level

Full-time   /   Others/Any

Job Location

Pune Division, Maharashtra, India

Salary Range

INR 150,000 - INR 250,000 (Monthly)

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Responsibilities:

Design, implement, and maintain MLOps pipelines for deploying machine learning models.
Collaborate with data scientists to understand model requirements and translate them into production-ready solutions.
Monitor and optimize the performance of machine learning models in production.
Develop and maintain documentation for MLOps processes and workflows.
Implement CI/CD practices for machine learning projects.
Ensure compliance with data governance and security policies.
Provide technical support and troubleshooting for deployed models.
Stay updated with the latest trends and technologies in MLOps and machine learning.

Mandatory Skills:

Strong knowledge of machine learning concepts and algorithms.
Experience with MLOps tools and frameworks (e.g., MLflow, Kubeflow, TFX).
Proficiency in programming languages such as Python and R.
Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and their ML services.
Experience with containerization technologies (e.g., Docker, Kubernetes).
Strong understanding of CI/CD processes and tools (e.g., Jenkins, GitLab CI).
Knowledge of data preprocessing, feature engineering, and model evaluation techniques.

Preferred Skills:

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