MLOps Engineer

barclays

Noida Experience not specified Posted 10d ago

Job Description

  • Build and optimize scalable, secure, and cost-effective AWS-based infrastructure for ML/GenAI workloads

  • Develop automated workflows for data ingestion, model training, testing, deployment, and monitoring using tools like AWS SageMaker, Step Functions, and Lambda

  • Implement data quality checks, lineage tracking, and compliance standards for curated datasets

  • Integrate ML pipelines with DevOps practices, ensuring seamless collaboration between data science and engineering teams

  • Deploy monitoring solutions for model performance, drift detection, and system health using AWS CloudWatch and custom dashboards

  • Ensure adherence to security best practices and governance requirements for AI deployments

    • Work closely with Data Scientists to operationalize models and optimize deployment strategies

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