Machine Learning Engineer

Position: Machine Learning Engineer / Lead Work Location: Nagpur Experience: 8 to 12 Years Key Responsibilities Design and automate end-to-end ML pipelines (CI/CD, CT) for training, evaluation, and deployment. Productionize ML models into clean, modular, and maintainable codebases. Implement versioning and governance practices for data, code, and models. Monitor model performance, data drift, and system reliability. Collaborate with cross-functional teams to deliver scalable ML solutions. Must-Have Skills Minimum 8 years of experience in ML Engineering or MLOps. Strong proficiency in Python and SQL. Experience with Apache Spark or similar frameworks for large-scale data processing. Hands-on experience with CI/CD tools (e.g., Azure DevOps). Familiarity with MLOps frameworks, model registries, and experiment tracking. Proficient in Git for version control. Nice-to-Have Skills Experience with Docker, Kubernetes, and ML monitoring tools. Solid understanding of ML algorithms (e.g., regressi...