13 Oct
|
Tata Consultancy Services
|
India
13 Oct
Tata Consultancy Services
India
Job Description
Required Information Details
Role AI & Computer Vision Architect
Required Technical Skill Set Computer Vision architecture, AI system design, Python, PyTorch, vision pipelines, model training & inference workflows, NVIDIA AI Enterprise-Metropolis, TAO, NIM3Location of Requirement India
Desired Competencies (Technical/Behavioral Competency)Must-Have
- Solid Python programming and ability to design large AI/vision codebases
- End-to-end computer vision system architecture (training validation deployment)
- Experience with vision-based quality inspection in manufacturing / production lines
- Solid understanding of model training, evaluation, optimization, and inference
- Knowledge of synthetic data usage for improving AI model robustness
- Understanding of simulation-based validation and sim-to-real (Sim2Real) concepts
- Ability to integrate AI systems with platform, backend, and data pipelines
Good-to-Have
- Exposure to NVIDIA AI Enterprise
- Exposure to NVIDIA Metropolis (or equivalent vision AI deployment frameworks)
- Exposure to NVIDIA TAO Toolkit (or similar transfer-learning / fine-tuning frameworks)
- Experience with synthetic data generation tools (Omniverse Replicator or equivalent)
- Familiarity with model serving / inference services (NVIDIA NIM or equivalent)
- Experience with edge AI, camera hardware, or industrial vision systems
- Prior exposure to robotics perception or autonomous systems
Role descriptions / Expectations from the Role 1
- Define and own the AI & Computer Vision architecture for Industrial Metaverse solutions
- Establish standards for synthetic data, model training, validation, and deployment
- Guide adoption of NVIDIA Metropolis, TAO, Replicator, and NIM where applicable
- Ensure AI systems are scalable, reliable, and production-ready
- Mentor developers and align AI design with Omniverse and Physical AI teams
Work hands on a guide a team of designers and developers to build use cases associated with NVIDIA Omniverse, Isaac SIM.
📌 AI & Computer Vision Architect (India)
🏢 Tata Consultancy Services
📍 India