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NVIDIA Solution Architect

Job in Edison, Middlesex County, New Jersey, 08818, USA
Listing for: Tata Consultancy Services
Full Time position
Listed on 2026-06-06
Job specializations:
  • Software Development
    AI Engineer, Machine Learning/ ML Engineer, Data Scientist
Salary/Wage Range or Industry Benchmark: 180000 - 200000 USD Yearly USD 180000.00 200000.00 YEAR
Job Description & How to Apply Below

Job Description

We are seeking a highly skilled AI/GenAI Engineer to design, develop, and deploy state‑of‑the‑art generative AI solutions on NVIDIA platforms.

Must Have Technical/Functional Skills
  • Hands‑on experience with LLMs, RAG, agentic workflows, and GenAI architectures
  • Frameworks:
    PyTorch, Tensor Flow
  • NVIDIA stack:
    NeMo, NIM, Triton, Tensor

    RT‑LLM, RAPIDS
  • Custom LLM development experience (LoRA, QLoRA, distillation, hyperparameter tuning)
  • Experience using NVIDIA Nemotron models
GPU & Systems
  • GPU acceleration, CUDA fundamentals, performance profiling
  • Distributed training and inference on multi‑node GPU clusters
  • AI networking and storage concepts (Infini Band / Ethernet)
Nice to Have
  • Experience with Lang Graph, Llama Index, CrewAI
  • Industry expertise (BFSI, Healthcare, Retail, Manufacturing)
  • NVIDIA Certifications (AI Infrastructure, GenAI, AI Operations)
  • Enables scalable, governed adoption of GenAI and AI agents
Roles & Responsibilities Solution Architecture & Delivery
  • Design end‑to‑end AI / GenAI and agentic architectures using NVIDIA GPUs, DGX/HGX platforms, networking, and NVIDIA AI stack (NeMo, NIM, Triton, Tensor

    RT‑LLM, RAPIDS)
  • Build PoCs and reference architectures for LLMs, RAG, agentic AI, and industry‑specific use cases
  • Optimize training and inference performance across distributed GPU clusters
AI Agent Lifecycle (NeMo‑Powered)
  • Enable the full AI agent lifecycle: data preparation, model selection, agent orchestration, deployment, and continuous optimization
  • Use NeMo Curator & Data Designer for AI‑ready and synthetic data
  • Apply Nemotron models, NeMo Retriever, and NeMo Evaluator for RAG and validation
  • Build and optimize agents using NeMo Agent Toolkit across Lang Chain, CrewAI, Lang Graph, and custom frameworks
  • Deploy high‑performance inference using NVIDIA NIM
  • Enforce grounding, safety, and compliance using NeMo Retriever and NeMo Guardrails
  • Drive continuous improvement using NeMo Customizer, NeMo RL, and NeMo Evaluator
Customer & Partner Engagement
  • Act as a trusted technical advisor to enterprise customers, GSIs, ISVs, and cloud partners
  • Lead architecture workshops and deep‑dive sessions with CXOs, architects, and engineering teams
  • Translate business problems into scalable NVIDIA‑based solutions with measurable outcomes
Ecosystem & Enablement
  • Enable partners on NVIDIA AI Enterprise and cloud reference architectures
  • Create reusable assets: demos, reference architectures, and enablement material
  • Provide field feedback to influence NVIDIA product roadmap

Salary Range: $180,000 to $200,000 per year

Qualifications: BACHELOR OF COMPUTER SCIENCE

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