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MLOps _ ML Engineer

MLOps _ ML Engineer

ConfidentialChennai, Hyderabad / Secunderabad, Telangana, Bengaluru / Bangalore
16 days ago
Job description

Key Responsibilities :

  • Architect and implement scalable MLOps pipelines for model development, deployment, and monitoring
  • Lead end-to-end operationalization of ML models using AWS SageMaker and AWS ecosystem
  • Build and manage CI / CD pipelines for ML workflows using tools like GitHub Actions, Jenkins, or AWS CodePipeline
  • Automate key model lifecycle stages including training, version control, deployment, and rollback
  • Collaborate closely with data scientists, ML engineers, and DevOps for seamless model integration
  • Monitor live models for performance degradation, data drift, and reliability issues
  • Establish governance and best practices for reproducibility, security, and compliance in ML systems

Required Skills :

  • 10+ years of experience in MLOps, ML engineering, or similar domains
  • Proven hands-on expertise with AWS SageMaker, Lambda, S3, CloudWatch, and other AWS services
  • Strong Python programming and experience with Docker, Kubernetes, and Terraform
  • Deep understanding of infrastructure-as-code and CI / CD tools
  • Familiarity with model monitoring frameworks such as Prometheus, Grafana, or Evidently
  • Solid grasp of ML algorithms, feature engineering, and production model deployment
  • Preferred Qualifications :

  • AWS Certified Machine Learning – Specialty or AWS DevOps Engineer certification
  • Knowledge of feature stores, model registries, and real-time inference platforms
  • Experience leading cross-functional AI / ML engineering teams
  • Skills Required

    Terraform, Docker, Kubernetes, Prometheus, Python, MLops

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    Mlops Engineer • Chennai, Hyderabad / Secunderabad, Telangana, Bengaluru / Bangalore

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