Role: Machine Learning Engineer Location: Warren, MI / Mountain View, CA Job Type: Full Time

Job Description Must Have Technical/Functional Skills Assist in fine-tuning VLA (Vision-Language Alignment) models for robotic perception and interaction tasks Curate and preprocess multi-modal datasets (images, text, sensor data) from simulation and real-world sources Evaluate model performance for tasks such as semantic understanding, object recognition, and scene interpretation Collaborate with simulation engineers to validate models in Isaac Sim and Omniverse environments Support real-world deployment and testing of VLA models on robotic platforms Work with AWS teams to optimize training pipelines and model integration workflows Analyze model outputs and provide insights for iterative improvements Roles & Responsibilities Hands-on experience with PyTorch, TensorFlow, OpenCV, and vision-language models Familiarity with synthetic data generation, auto-annotation, and simulation tools (Isaac Sim, Omniverse) Experience with model evaluation metrics and performance tuning Knowledge of ROS/ROS2, Python, and C++ for robotics integration Exposure to cloud-based ML workflows (AWS SageMaker, EC2, S3) is a plus Prior work in multi-modal AI systems, VLMs, or robotics perception is highly desirable Generic Managerial Skills, If any The engineers will play a critical role in bridging simulation and deployment pipelines for advanced perception systems.

Base Salary Range: $130,000 - $170,000 per annum

TCS Employee Benefits Summary: Discretionary Annual Incentive. Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans. Family Support: Maternal & Parental Leaves. Insurance Options: Auto & Home Insurance, Identity Theft Protection. Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement. Time Off: Vacation, Time Off, Sick Leave & Holidays. Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.