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AI R & D Architect

Tata Consultancy Services

15 - 25 years

Bengaluru

Posted: 29/01/2026

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Job Description

Title - AI/HPC Architect / Technical Leader

Required Technical Skill Set -

  • 5+ years of relevant work experience in core AI technologies
  • 12+ years of experience in AI/ML, HPC, compiler engineering, or semiconductor/ network product engineering.

Desired Experience Range : 15-25 years

Location of Requirement : Hyderabad/ Bangalore


Desired Competencies :

  • Deep expertise in AI model optimization, benchmarking, and deployment on various hardware.
  • Proven track record in architecting solutions for embedded systems, silicon platforms, or AI accelerators.
  • Architect and development of AI/Gen AI offerings and solutions for semiconductor platforms (e.g., AMD, Intel, Qualcomm, Nvidia).
  • Performance benchmarking and model quantization across diverse chipsets and AI libraries (e.g., CUDA, ROCm, oneAPI, ZenDNN, Vitis).
  • Evangelize open-source contributions and upstreaming efforts in compiler and AI toolchain communities.
  • Experience working with semiconductor clients and OEMs on R&D and product engineering initiatives.
  • Compiler engineering - RISC-V ISA customization, GPU kernel optimization, and heterogeneous computing integration.
  • Understanding of compiler toolchains (LLVM, Clang, GCC), heterogeneous computing, and AI frameworks

Role descriptions / Expectations from the Role

  • Lead cross-functional teams in building scalable AI platforms and HPC workloads for servers/ cloud and edge.
  • Shape and evolve TCSs AI/GenAI product engineering strategy, service offerings and related solutions.
  • Define, Design and Develop PoCs, PoVs on recent AI/ GenAI trends and help extend TCS thought leadership.
  • Collaborate with R&D teams of Hi-Tech clients to create business and technical skills in AI technologies.
  • Represent TCS in client workshops, technical briefings, and industry forums.
  • Develop and present case studies, technical decks, and GTM strategies for semiconductor and OEM clients.

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