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
ML/AI Work links you to the employer's original posting — always verify the details there before applying.
More Machine Learning roles
View all →Machine Learning Engineer, Generative ML , Level 5
Snap Inc. · Anaheim, US
AI and ML Engineer
Booz Allen Hamilton · Remote · Baltimore
DATA SCIENTIST LEAD L1(CONTRACT)
Wipro UK · Milton Keynes, GB
Staff Product Manager, AI Governance & Supply Chain Integration Risk
Obsidian Security · Bristol, GB
Data Scientist, Behavior Evaluation
Zoox · Oakland, US
Data Scientist, Autonomy Behavior Monitoring
Zoox · Oakland, US