Source description
About the role
Role Summary
Builds, trains and tunes machine learning models. Translates data science experiments into scalable, production-ready ML solutions.
Key Responsibilities –
Translate data science prototypes into production-grade ML services and pipelines.
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Build training and inference code with reproducibility, versioning, and automated testing.
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Implement scalable model serving (online/offline), batching, and latency/throughput optimization.
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Integrate model lifecycle tooling (tracking, registry, deployment automation, monitoring).
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Collaborate with Data Engineering on feature pipelines and data contracts.
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Own production health: drift detection, performance regression, rollback strategies, and incident response.
Required Qualifications
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5+ years software engineering with 2+ years shipping ML models to production.
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Strong Python skills and experience with ML frameworks (TensorFlow/PyTorch).
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Experience with containers and orchestration (Docker/Kubernetes) and API development.
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Understanding of ML system design (data leakage, training-serving skew, drift).
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CI/CD and DevOps practices applied to ML workloads (MLOps).
Preferred / Nice to Have
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Experience with feature stores, model registries, and model monitoring stacks.
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GPU optimization and distributed training experience.
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Experience with responsible AI toolkits and compliance requirements.
Salary Range: $100,000- $120,000 a 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
Role: Engineer
Desired skills: Artificial Intelligence | Machine Learning
Qualifications: BACHELOR OF COMPUTER SCIENCE
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Experience: 7 - 22 Years
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Job function: TECHNOLOGY
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Location: Eden Prairie, MN
Salary range: $100,000–$120,000
Apply by: 2026-08-15 00:00:00
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