MLOPS Engineer

Realtime ML Operations & Playground Migration (~45%)

• Act as primary on call and maintenance owner for the Realtime ML production stack during the Auriga migration window.
• Monitor system health, triage and resolve incidents, and address data/model serving issues.
• Apply security updates, dependency patches, and ensure SLA continuity for downstream consumers.
• Lead migration of the Realtime ML Playground environment, including infra parity checks, configuration migration, integration testing, and documentation.

• Execute end to end migration of Harper Collins service bundles to AWS EKS
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• Author Kubernetes manifests, configure IAM and networking, and update CI/CD pipelines.
• Validate in staging and perform a controlled production cutover.
• Produce rollback plans and operational runbooks.

• Contribute to design and initial build out of a pipeline streaming ML detected missing building into the Basemap data flow.
• Deliver pipeline scaffolding, integration patterns with upstream ML outputs, and schema inputs.
• Leave a documented, partially implemented pipeline with clear handoff notes for post engagement completion.

• Stable Realtime ML production environment throughout Auriga migration, with documented incidents and resolutions.
• Fully migrated Realtime ML Playground with handoff documentation.
• Harper Collins bundles live on EKS with completed cutover and operational runbooks.
• Partially implemented Buildings pipeline with documentation enabling seamless handoff.
• All code, IaC, and documentation checked into team repositories.