Machine Learning Production Engineer

3 days ago


Anand, Gujarat, India beBeeMLOps Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Opportunity

We are seeking a seasoned professional to lead the productionization of models, ensuring high-performing services with clear performance metrics, runbooks, and swift recovery processes.

Key Responsibilities:
  • Deploy models from tracked experiments to governed releases
  • Develop automated delivery pipelines using continuous integration and infrastructure-as-code principles
  • Create scalable architectures for batch and real-time inference on cloud-based platforms
  • Instrument end-to-end monitoring and detect anomalies
  • Collaborate across teams to translate requirements into designs, architectural decisions, and change plans
Requirements:
  • Bachelor's degree in Computer Science, Engineering, Data Science, or related field and 3+ years of relevant experience
  • 3+ years operating machine learning systems in production
  • Experience with Python for machine learning engineering, continuous integration, infrastructure-as-code, and secure packaging/containerization
  • Experience deploying and operating compute for machine learning, implementing tracking and monitoring tools, and operating real-time + batch/streaming inference workloads
Preferred Qualifications:
  • Advanced skills in continuous integration, infrastructure-as-code, and real-time serving
  • Databricks governance and feature platform approval/reuse workflows


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