Machine Learning Engineer Job at Tata Consultancy Services, Warren, MI

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  • Tata Consultancy Services
  • Warren, MI

Job Description

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.

Qualifications: BACHELOR OF COMPUTER SCIENCE

Job Tags

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