<p>Must Have Technical/Functional Skills</p> <ul> <li>Assist in fine-tuning VLA (Vision-Language Alignment) models for robotic perception and interaction tasks </li><li>Curate and preprocess multi-modal datasets (images, text, sensor data) from simulation and real-world sources </li><li>Evaluate model performance for tasks such as semantic understanding, object recognition, and scene interpretation </li><li>Collaborate with simulation engineers to validate models in Isaac Sim and Omniverse environments </li><li>Support real-world deployment and testing of VLA models on robotic platforms </li><li>Work with AWS teams to optimize training pipelines and model integration workflows </li><li>Analyze model outputs and provide insights for iterative improvements </li></ul> <p>Roles & Responsibilities</p> <ul> <li>Hands-on experience with PyTorch, TensorFlow, OpenCV, and vision-language models </li><li>Familiarity with synthetic data generation, auto-annotation, and simulation tools (Isaac Sim, Omniverse) </li><li>Experience with model evaluation metrics and performance tuning </li><li>Knowledge of ROS/ROS2, Python, and C++ for robotics integration </li><li>Exposure to cloud-based ML workflows (AWS SageMaker, EC2, S3) is a plus </li><li>Prior work in multi-modal AI systems, VLMs, or robotics perception is highly desirable </li></ul> <p>Generic Managerial Skills, If any</p> <p>The engineers will play a critical role in bridging simulation and deployment pipelines for advanced perception systems.</p> <p>Base Salary Range: $70,000 - $100,000 per annum</p> <p>TCS Employee Benefits Summary:</p> <p>Discretionary Annual Incentive.</p> <p>Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.</p> <p>Family Support: Maternal & Parental Leaves.</p> <p>Insurance Options: Auto & Home Insurance, Identity Theft Protection.</p> <p>Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.</p> <p>Time Off: Vacation, Time Off, Sick Leave & Holidays.</p> <p>Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.</p> <p>#LI-SV2</p> <p>#LI-KUMARAN</p>