Tata Consultancy Services · 2 days ago
Machine Learning Engineer
Warren, MI
Full-time
Onsite
Entry, Mid Level
$130K/yr - $170K/yrTata Consultancy Services is seeking a Machine Learning Engineer who will assist in fine-tuning vision-language alignment models for robotic perception and interaction tasks. The role involves curating multi-modal datasets, evaluating model performance, collaborating with simulation engineers, and supporting deployment on robotic platforms.
Business Information SystemsConsultingInformation TechnologyIT Management
Responsibilities
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
Qualification
Required
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, 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
BACHELOR OF COMPUTER SCIENCE
Benefits
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.
Company
Tata Consultancy Services
Tata Consultancy Services is a business solutions company that specializes on information technology services and consulting.
Founded in 1968
10001+ employees
H1B Sponsorship
Tata Consultancy Services has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
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2025 (7880)
2024 (9690)
2023 (8537)
2022 (11159)
2021 (9813)
2020 (11984)
Funding
Current Stage
Public CompanyTotal Funding
unknown2004-08-25IPO
Leadership Team
K. Krithivasan
Chief Executive Officer & Managing Director
Aarthi Subramanian
President and Chief Operating Officer
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