Senior MLOps Engineer-1

2 weeks ago

Gurgaon, Haryana, India Mastercard Full time ₹ 12,00,000 - ₹ 24,00,000 per year
  • Horizontal Data Science Enablement Team within SSO Data Science is looking for a Senior MLOps Engineer who can help solve MLOps problems, manage the Databricks platform for the entire organization, build CI/CD or automation pipelines, and lead best practices

All about you:

  • Assist in the administration, configuration, and maintenance of Databricks clusters and workspaces
  • Monitor Databricks clusters for high workloads or excessive usage costs, and promptly alert relevant stakeholders to address issues impacting overall cluster health
  • Implement and manage security protocols, including access controls and data encryption, to safeguard sensitive information in adherence with Mastercard standards
  • Facilitate the integration of various data sources into Databricks, ensuring seamless data flow and consistency
  • Identify and resolve issues related to Databricks infrastructure, providing timely support to users and stakeholders
  • Assist in development of MLOps solutions, namely within the scope of, but not limited to: Model monitoring Feature catalog/store Model lineage maintenance CI/CD pipelines to gatekeep model lifecycle from development to production
  • Maintain services once they are live by measuring and monitoring availability, latency and overallsystem health

What experience you need:

  • Masters degree in computer science, software engineering, or a similar field
  • Strong experience with Databricks and its management of roles and resources Experience with MLOps solutions like MLFlow
  • Experience with performing data analysis, data observability, data ingestion and data integration
  • 2+ DevOps, SRE, or general systems engineering experience
  • 2+ years of hands-on experience in industry standard CI/CD tools like Git/BitBucket, Jenkins,Maven, Artifactory, and Chef
  • Strong coding ability in Python or other languages like Java, and C++, plus a solid grasp of SQL fundamentals Systematic problem-solving approach, coupled with strong communication skills What could set you apart SQL tuning experience
  • Strong automation experience
  • Ability to operate in a 24x7 environment encompassing global time zones

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