Machine Learning Engineer

Tata Consultancy Services

United States

United States

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À propos

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: $70,000 - $100,000 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.
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United States

Compétences linguistiques

English

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