Machine Learning Engineer
Job in
Warren, Macomb County, Michigan, 48091, USA
Listed on 2026-02-18
Listing for:
Tata Consultancy Services
Full Time
position Listed on 2026-02-18
Job specializations:
-
IT/Tech
AI Engineer, Robotics, Machine Learning/ ML Engineer, Data Engineer
Job Description & How to Apply Below
- 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
- Hands-on experience with PyTorch, Tensor Flow, 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 Sage Maker, EC2, S3) is a plus
- Prior work in multi-modal AI systems, VLMs, or robotics perception is highly desirable
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
- Hands-on experience with PyTorch, Tensor Flow, 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 Sage Maker, EC2, S3) is a plus
- Prior work in multi-modal AI systems, VLMs, or robotics perception is highly desirable
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.
Qualifications: BACHELOR OF COMPUTER SCIENCE
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