Tata Consultancy Services

NVIDIA Solution Architect

Tata Consultancy Services$180K — $200K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in AI, specifically with GenAI, LLMs, and related frameworks.
  • Proficiency in frameworks such as PyTorch and TensorFlow.
  • Hands-on knowledge of NVIDIA's AI stack, including NeMo and Triton.
  • Experience in developing custom LLMs with techniques like LoRA and hyperparameter tuning.
  • Skilled in GPU acceleration and multi-node distributed training.

Responsibilities

  • Design comprehensive AI and GenAI architectures leveraging NVIDIA platforms.
  • Develop proofs of concept and reference architectures tailored to industry applications.
  • Optimize training processes for distributed GPU clusters to enhance performance.
  • Oversee the full lifecycle of AI agents, including data preparation and deployment.
  • Engage with customers as a trusted technical advisor to tailor NVIDIA solutions.
  • Conduct architecture workshops and collaborate with cloud partners.
  • Create and disseminate reusable assets to facilitate partner enablement.

Benefits

  • Access to cutting-edge NVIDIA technology and resources.
  • Opportunities for skill development through NVIDIA certifications.
  • Collaboration with enterprise-level clients in diverse industries.
  • Working in a highly innovative and evolving AI landscape.
Full Job Description
Must Have Technical/Functional Skills

AI / GenAI
• Hands-on experience with LLMs, RAG, agentic workflows, and GenAI architectures
• Frameworks: PyTorch, TensorFlow
• NVIDIA stack: NeMo, NIM, Triton, TensorRT-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 (InfiniBand / Ethernet)

Nice to Have
• Experience with LangGraph, LlamaIndex, 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, TensorRT-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 LangChain, CrewAI, LangGraph, 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

About Tata Consultancy Services

Tata Consultancy Services (TCS) is an Indian multinational information technology (IT) services and consulting company, headquartered in Mumbai, Maharashtra, India. It is a subsidiary of Tata Group and operates in 149 locations across 46 countries. TCS is the largest Indian company by market capitalization and is ranked 11th on the Forbes Global 2000 list of the world's biggest public companies. TCS is also the second-largest IT services company in the world by revenue and the largest employer of women in India. The company provides services in areas including IT, consulting, and business solutions.
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