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MLOps Engineer
MLOps EngineerConfidential • Noida, Kolkata, Mumbai
MLOps Engineer

MLOps Engineer

Confidential • Noida, Kolkata, Mumbai
16 days ago
Job description

Your Role

  • 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 using serving frameworks (TensorFlow Serving, TorchServe) and MLOps tools.
  • Develop and maintain CI / CD pipelines for ML workflows.
  • Implement monitoring and logging solutions for ML models with experience in ML model serving frameworks (TensorFlow Serving, TorchServe).
  • Optimize ML infrastructure for performance, scalability, and cost-efficiency.

Your Profile

  • Strong programming skills in Python (5+ years), with experience in ML frameworks and understanding of ML-specific testing and validation techniques.
  • Expertise in containerization technologies (Docker) and orchestration platforms (Kubernetes); knowledge of data and model versioning techniques.
  • Proficiency in cloud platforms (AWS) and their ML-specific services with at least 2-3 years of experience.
  • Strong understanding of DevOps practices and tools (GitLab, Artifactory, Gitflow, etc.).
  • Experience with monitoring and observability tools (Prometheus, Grafana, ELK stack) and knowledge of distributed training techniques.
  • What You'll Love About Working Here

  • Flexible work arrangements with support for hybrid mode to maintain a healthy work-life balance.
  • Focus on career growth and professional development with opportunities for exploration.
  • Access to certifications and training programs in the latest technologies such as MLOps and Machine Learning.
  • Skills Required

    Python, MLops, Docker, Kubernetes, Aws

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    Mlops Engineer • Noida, Kolkata, Mumbai

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