AI/ML Engineer/ AI Ops Engineer

Tata Consultancy Services (TCS)

USonsite$100k-$120k/yrPosted Jul 8, 2026
Posting intelligenceActively listed

Skills

kubernetestensorflowregressionpytorchdockerpythoncicdml

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.

Build training and inference code with reproducibility, versioning, and automated testing.

Implement scalable model serving (online/offline), batching, and latency/throughput optimization.

Integrate model lifecycle tooling (tracking, registry, deployment automation, monitoring).

Collaborate with Data Engineering on feature pipelines and data contracts.

Own production health: drift detection, performance regression, rollback strategies, and incident response.

Required Qualifications

5+ years software engineering with 2+ years shipping ML models to production.

Strong Python skills and experience with ML frameworks (TensorFlow/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 DevOps practices applied to ML workloads (MLOps).

Preferred / Nice to Have

Experience with feature stores, model registries, and model monitoring stacks.

GPU optimization and distributed training experience.

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-DNI

Location

Chester Springs, PA

Job Function

TECHNOLOGY

Role

Engineer

Job Id

420642

Desired Skills

Artificial Intelligence | Machine Learning

Salary Range

$100,000-$120,000 a year

Desired Candidate Profile

Qualifications : BACHELOR OF COMPUTER SCIENCE

Compensation

This Machine Learning Engineer role pays $100k-$120k/yr. Within typical range for machine learning engineer roles in United States.

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