Tata Consultancy Services · 4 hours ago
AI/ML Solution Architect
Raritan, NJ
Full-time
Onsite
Mid, Senior Level
$120K/yr - $180K/yrTata Consultancy Services is a global leader in IT services and consulting, and they are seeking an AI/ML Solution Architect to define and design AI/ML architectures and solutions. The role involves leading data architecture, establishing MLOps, and ensuring data privacy and security in AI workloads.
Business Information SystemsConsultingInformation TechnologyIT Management
Responsibilities
Define end-to-end AI/ML and GenAI architectures (data ingestion → feature store → model training → inference → monitoring)
Design LLM-based solutions: RAG pipelines, prompt orchestration, guardrails, policy enforcement, and human-in-the-loop workflows
Select appropriate models (open source vs. hosted foundation models), vector databases, embedding strategies, and retrieval frameworks
Author architecture artifacts: context diagrams, sequence diagrams, deployment topology, decision records, security controls, and data lineage
Lead data architecture for AI workload data quality, labeling, metadata, PII handling, and de-identification
Establish MLOps: CI/CD for models, feature store, model registry, automated evaluation, canary rollout, A/B testing, drift monitoring
Optimize cost and performance for training/inference (GPU/TPU selection, quantization, distillation, batching)
Ensure data privacy, consent, and secure access (role-based control, encryption, KMS, secret management)
Qualification
Required
Python (PyTorch/TensorFlow)
SQL
API design
familiarity with LangChain/LlamaIndex
Azure/AWS AI
GitHub
Docker
Kubernetes
BACHELOR OF COMPUTER SCIENCE
Benefits
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.
Company
Tata Consultancy Services
Tata Consultancy Services is a business solutions company that specializes on information technology services and consulting.
Founded in 1968
10001+ employees
H1B Sponsorship
Tata Consultancy Services has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
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Trends of Total Sponsorships
2025 (7880)
2024 (9690)
2023 (8537)
2022 (11159)
2021 (9813)
2020 (11984)
Funding
Current Stage
Public CompanyTotal Funding
unknown2004-08-25IPO
Leadership Team
K. Krithivasan
Chief Executive Officer & Managing Director
Aarthi Subramanian
President and Chief Operating Officer
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