MLOPS Engineer
Job Location:
Job Location:
Sunnyvale, CA - USA
Monthly Salary:
Not Disclosed
Monthly Salary:
Posted on:
5 hours ago
Posted on:
Vacancies:
1 Vacancy
Vacancies:
Job Summary
Key Responsibilities
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.
EKS Migration HarperCollins Bundles (40%)
- Execute end to end migration of HarperCollins service bundles to AWS EKS.
- 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.
Buildings Production Pipeline (Supporting 15%)
- 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.
Key Deliverables (by End of Engagement)
- Stable Realtime ML production environment throughout Auriga migration with documented incidents and resolutions.
- Fully migrated Realtime ML Playground with handoff documentation.
- HarperCollins 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.
