MLOPS Engineer

Overview

Job Role
: MLOPs Engineer (Infrastructure)

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

• 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 – Harper Collins Bundles (~40%)

• Execute end‑to‑end migration of Harper Collins 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.
• 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.

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 location, skills, and experience. The role is eligible for Wipro s standard benefits including medical and dental, disability insurance, paid time off, and other leave options.

Applicants may be required to complete a post‑offer drug screening where legally allowed. Wipro provides equal employment opportunities to all employees and applicants and prohibits discrimination and harassment of any type. Veterans and people with disabilities are explicitly welcome.

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