AI/ML Engineer/AI Ops Engineer
Job in
Eden Prairie, Hennepin County, Minnesota, 55344, USA
Listed on 2026-06-27
Listing for:
Tata Consultancy Services Limited
Full Time
position Listed on 2026-06-27
Job specializations:
-
IT/Tech
Machine Learning/ ML Engineer, AI Engineer (Applied/Software)
Job Description & How to Apply Below
Role Summary
Builds, trains and tunes machine learning models. Translates data science experiments into scalable, production‑ready ML solutions.
Key ResponsibilitiesTranslate data science prototypes into production‑grade ML services and pipelines.
- Build training and inference code with reproducibility, versioning, and automated testing.
- Implement scalable model serving (online/offline), batching, and latency/throughput optimization.
- Collaborate with Data Engineering on feature pipelines and data contracts.
- Own production health: drift detection, performance regression, rollback strategies, and incident response.
- 5+ years software engineering experience with 2+ years shipping ML models to production.
- Strong Python skills and experience with ML frameworks (Tensor Flow, PyTorch).
- Experience with containers and orchestration (Docker, Kubernetes) and API development.
- Understanding of ML system design (data leakage, training‑serving skew, drift).
- CI/CD and Dev Ops practices applied to ML workloads (MLOps).
- Experience with feature stores, model registries, and model monitoring stacks.
- GPU optimization and distributed training experience.
- Experience with responsible AI toolkits and compliance requirements.
- 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 & Training Reimbursement. - Time Off:
Vacation, Time Off, Sick Leave & Holidays. - Legal & Financial Assistance:
Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
$100,000- $120,000 a year
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