Senior MLOps Engineer-1
- Mastercard
- 2 - 7 years
- Noida, Gurugram
- 1 month ago
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Job Description
- 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
Job Classification
Industry: BankingFunctional Area / Department: Engineering - Software & QARole Category: DevOpsRole: Site Reliability EngineerEmployement Type: Full timeContact Details:
Company: MastercardLocation(s): Noida, Gurugram
Keyskills: c++ sql python cd tools data bricks artifactory continuous integration production sql tuning ci/cd bitbucket docker java git devops jenkins data ingestion software engineering protocols data analysis maven sre ci / cd tools aws data integration
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Who is Mastercard?Mastercard is a global technology company in the payments industry. Our mission is to connect and power an inclusive, digital economy that benefits everyone, everywhere by making transactions safe, simple, smart, and accessible. Using secure data and networks,...
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