Machine Learning Engineer

3 - 5 years

15 - 25 Lacs

Posted:1 week ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

Software Engineer - Machine Learning

Were building the next generation of ML systems deploying, monitoring, and scaling models in production while collaborating with Data Science and GenAI teams. If youre excited about production-grade ML, automated retraining, and real-time performance monitoring, this role is for you!

Key Responsibilities Area

  • Deploy scikit-learn, XGBoost, and LightGBM models as REST/gRPC services with FastAPI/Triton, fully containerized in Docker.
  • Build automated pipelines for retraining, validation, and deployment using MLflow, DVC, and Airflow.
  • Design drift detection and rollback workflows to safeguard accuracy and reliability in production.
  • Instrument real-time performance and data-quality metrics in Grafana/Prometheus with SLA-based alerting.
  • Transform feature-engineering code into reusable SDKs and support seamless integration with applications.
  • Bring strong Python expertise (FastAPI/Flask, pytest) and hands-on experience with production ML systems.
  • Proven expertise in SQL for feature engineering and data wrangling in production-grade pipelines.
  • Experienced in CI/CD tooling (GitHub Actions, Jenkins), Git workflows, and Linux-based operations.
  • Collaborate with cross-functional teams to deliver, monitor, and iterate on ML services in production.

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Hestabit Technologies

IT Services and IT Consulting

London England

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