MLOPS Engineer

Primary Skills : ML Operations, Realtime‑ML Playground, EKS Migration, AWS, CI/CD pipelines

Required Skills & Experience

• Strong experience with production ML systems, incident management, and on‑call operations.
• Deep hands‑on expertise with AWS, Kubernetes/EKS, and infrastructure‑as‑code.
• Experience executing platform or environment migrations with minimal production risk.
• Familiarity with CI/CD pipelines, observability, and secure service operations.
• Ability to work independently, own deliverables end‑to‑end and leave high‑quality documentation.

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

• 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.

Mandatory Skills: Enterprise Platform Devops Tools .

Experience: 3-5 Years .

The expected compensation for this role ranges from $45,000 to $121,000 .

Final compensation will depend on various factors, including your geographical location, minimum wage obligations, skills, and relevant experience. Based on the position, the role is also eligible for Wipro's standard benefits including a full range of medical and dental benefits options, disability insurance, paid time off (inclusive of sick leave), other paid and unpaid leave options.

Applicants are advised that employment in some roles may be conditioned on successful completion of a post-offer drug screening, subject to applicable state law.

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