Manage SageMaker environments (Studio, Canvas, Notebooks) for enabling multi-domain ML use cases.
Operate DataPipes (EKS + Airflow) for ingestion orchestration, ensuring high availability and version-controlled configurations via IaC (CloudFormation/CDK).
Maintain & enhance logging, monitoring, observability & DevOps automation via modern tools such as CloudWatch, Splunk, PagerDuty, Slack, ServiceNow, Snowflake observability features.
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Assess change and deployment governance across BTP and S/4HANA-related scenarios.
Support CI/CD operational readiness, including visibility and support considerations for CI/CD-enabled delivery flows.
Provide recommendations for security monitoring, logging, alerting, SIEM integration considerations, and operational controls for post-go-live support.
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Mentor engineers through code reviews, pair programming, and documentation to raise team standards and reduce defects. Set coding conventions, run knowledge-sharing sessions, and help junior engineers take ownership of operational tasks.
Build a visible portfolio of production systems by driving deployments, monitoring, and structured postmortems that show operational thinking. Own service-level metrics, alerting, and incident follow-up, and present outcomes to product and client stakeholders.