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MLOPS Engineer

MLOPS Engineer

ConfidentialChennai, Gandhinagar
2 days ago
Job description

Key Responsibilities :

  • Design, implement, and maintain end-to-end ML pipelines for model training, evaluation, and deployment
  • Collaborate with data scientists and software engineers to operationalize ML models
  • Develop and maintain CI / CD pipelines for ML workflows
  • Implement monitoring and logging solutions for ML models
  • Optimize ML infrastructure for performance, scalability, and cost-efficiency
  • Ensure compliance with data privacy and security regulations

Required Skills and Qualifications :

  • Strong programming skills in Python, with experience in ML frameworks
  • Expertise in containerization technologies (Docker) and orchestration platforms (Kubernetes)
  • Proficiency in cloud platform (AWS) and their ML-specific services
  • Experience with MLOps tools
  • Strong understanding of DevOps practices and tools (GitLab, Artifactory, Gitflow etc.)
  • Knowledge of data versioning and model versioning techniques
  • Experience with monitoring and observability tools (Prometheus, Grafana, ELK stack)
  • Knowledge of distributed training techniques
  • Experience with ML model serving frameworks (TensorFlow Serving, TorchServe)
  • Understanding of ML-specific testing and validation techniques
  • Skills Required

    Prometheus, Grafana, Elk Stack, Gitlab, Artifactory, Aws

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    Mlops Engineer • Chennai, Gandhinagar

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