Cloud Machine Learning Engineer Specialist

2 days ago

Chandigarh, Chandigarh, India beBeeMLOPTSPECIALIST Full time ₹ 20,00,000 - ₹ 25,00,000

Job Overview

We are seeking a seasoned professional to provide expert guidance and technical support for deploying machine learning models to a secure, scalable, and cloud-hosted environment.

This role involves advising on infrastructure design, API deployment strategies, CI/CD pipelines for ML models, and best practices for operationalizing machine learning workflows.

Key Responsibilities

  • Review and assess the current ML model deployment setup
  • Recommend suitable cloud platforms and hosting strategies for ML models and APIs
  • Define and implement best practices for MLOps, including version control, monitoring, and retraining workflows
  • Provide guidance on CI/CD pipeline design and automation for ML systems
  • Advise on security, compliance, and data governance in cloud-based environments
  • Collaborate with engineering teams to integrate ML components into the overall platform
  • Deliver documentation, processes, and recommendations for ongoing maintenance and scalability

Required Qualifications

  • Proven experience in MLOps and cloud-based ML model deployment
  • Strong knowledge of ML model serving frameworks (TensorFlow Serving, TorchServe, MLflow, Seldon, etc.)
  • Hands-on experience with major cloud providers (AWS, Azure, or GCP)
  • Proficiency in containerization and orchestration (Docker, Kubernetes)
  • Familiarity with DevOps tools and principles (GitLab CI/CD, Jenkins, etc.) applied to ML workflows
  • Understanding of security, compliance, and data governance
  • Strong communication skills for technical consultation and documentation

Nice-to-Have

  • Experience with MATLAB integration in production environments
  • Background in computer vision or image processing systems

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