MLOps Engineer

1 week ago

Sahibzada Ajit Singh Nagar, India JSjobsolutions Full time

Job Title : MLOps ConsultantRole Overview : We are seeking an experienced MLOps Consultant 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. (ref:hirist.tech)

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