ML/AIWork
Tata Consultancy Services (TCS) logo

AI DevOps

Tata Consultancy Services (TCS) · Minneapolis, US

Job description

Must Have Technical/Functional Skill

Role Summary Handles CI/CD pipelines, infrastructure provisioning and deployments, MLOps automation or model monitoring.

Key Responsibilities

  • Build and maintain CI/CD pipelines for applications and ML components.
  • Provision and manage infrastructure using IaC; standardize environments across dev/test/prod.
  • Operate container platforms (Kubernetes) and deployment strategies (blue/green, canary).
  • Implement monitoring, logging, alerting, and incident response playbooks.
  • Support MLOps automation: model packaging, deployment, and runtime monitoring.
  • Drive security and compliance automation (scans, secrets management, policy-as-code).

Required Qualifications

  • 5+ years in DevOps/SRE roles supporting cloud-native applications.
  • Hands-on experience with Jenkins (or similar), Terraform, Docker, and Kubernetes.
  • Strong scripting skills (Bash/Python) and comfort troubleshooting production issues.
  • Knowledge of networking, IAM, and security hardening practices.
  • Experience setting up observability stacks and reliability metrics (SLOs).

Preferred / Nice to Have

  • Experience with ML workloads (GPU nodes, model serving, monitoring drift/quality).
  • Experience with GitOps tools and progressive delivery.
  • Certifications in cloud or Kubernetes.

Core Skills (from POD sheet) Jenkins, Terraform, Docker, Kubernetes, Bash

Salary Range $100,000-$120,000 Per year

TCS Employee Benefits Summary: Discretionary Annual Incentive. Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans. Family Support: Maternal & Parental Leaves. Insurance Options: Auto & Home Insurance, Identity Theft Protection. Convenience & Professional Growth: Commuter Benefits & Certification & amp; Training Reimbursement. Time Off: Vacation, Time Off, Sick Leave & Holidays. Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

#LI-SP1

Location Minnetonka, MN Job Function TECHNOLOGY Role Engineer Job Id 408711 Desired Skills Docker Salary Range $100,000-$120,000 a year Desired Candidate Profile

Qualifications : BACHELOR OF COMPUTER SCIENCE

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