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Lead MLOps Engineer

Lead MLOps Engineer

Mastercard

5 - 9 years

0 Lacs

haryana

Posted:2 days ago| Platform: Shine logo

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Skills Required

machine learning apis data analysis data integration devops git bitbucket jenkins maven artifactory chef data governance python java c sql sql tuning automation systems engineering communication skills databricks mlops ai model monitoring feature catalog experiment tracking cicd pipelines executive dashboards cloud technologies mlflow comet wandb data observability data ingestion sre cicd tools data catalogs lineage tools rolebased access control pii handling data observability

Work Mode

On-site

Job Type

Full Time

Job Description

As a Lead MLOps Engineer, you will: - Oversee the administration of Databricks clusters and workspaces. - Bring MLOps expertise to the table, namely within the scope of, but not limited to: - Model monitoring - Feature catalog - Experiment Tracking - CI/CD pipelines to gatekeep model lifecycle from development to production - Own and maintain MLOps solutions either by leveraging open-sourced solutions or with a 3rd party vendor - Build and maintain various executive dashboards that reflect metrics, model build, deploy, and run phases - Be a technical lead to a team of MLOps engineers All About You: - Bachelor's degree in computer science, software engineering, or a similar field. - Strong experience with Databricks and ability to architect scalable DE pipelines. Strong experience with Spark - Experience in cloud technologies and operations - Experience supporting APIs and Cloud technologies - Experience with MLOps solutions like MLFlow, Comet, WandB, or other similar frameworks - Experience with performing data analysis, data observability, data ingestion and data integration. - Solid DevOps, SRE, or general systems engineering experience. - Hands-on experience in industry standard CI/CD tools like Git/BitBucket, Jenkins, Maven, Artifactory, and Chef. - Experience architecting and implementing data governance processes and tooling (such as data catalogs, lineage tools, role-based access control, PII handling) - 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 and a sense of ownership and drive. Nice to have: - SQL tuning experience. - Strong automation experience - Strong Data Observability experience. - Operations experience in supporting highly scalable systems. - Self-Motivating and creatively solves software problems and effectively keep the lights on for modeling systems.,

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Lead MLOps Engineer