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🤖 15+ AI Agents working for you. Find jobs, score and update resumes, cover letter, interview questions, missing keywords, and lots more.
Tata Consultancy Services • Warren, Michigan, United States
Salary: $130,000 - $170,000 / year
Role & seniority: QA/Validation Engineer for AI/robotics systems, mid-level (2–3 years)
Programming: Python, C++, test automation scripting
Simulation/robotics: Isaac Sim, NVIDIA Omniverse, ROS/Gazebo
ML/CV: understanding of computer vision models and robotic perception
Dev tooling: CI/CD familiarity; version control (Git, Jenkins) a plus
Documentation: strong analytical/documentation skills
Design and execute ablation tests to assess model robustness under varying lighting, pose, and occlusion
Track/analyze success metrics (accuracy, precision, recall, latency) and report results
Validate AI models and robotic behaviors in simulation and real-world setups; document procedures, results, and benchmarks
Collaborate with ML/CV and robotics teams to identify failure modes; maintain reproducible validation workflows
Support CI/testing pipelines and maintain test environments
2–3 years in QA/validation/testing for AI/robotics systems
Experience with ablation testing and performance evaluation
Proficiency in Python and C++, plus scripting for test automation
Familiarity with simulation platforms (Isaac Sim, Omniverse, ROS/Gazebo)
Understanding of computer vision models and robotic perception
Strong analytical and documentation capabilities
Exposure to CI/CD tools and version control (Git, Jenkins)
Additional robotics software exp
Job Description
Must Have Technical/Functional Skills
2–3 years of experience in QA, validation, or testing of AI/robotics systems Familiarity with ablation testing methodologies and performance evaluation metrics Experience with simulation platforms (Isaac Sim, Omniverse, ROS/Gazebo) Proficiency in Python, C++, and scripting for test automation Understanding of computer vision models and robotic perception systems Strong analytical and documentation skills Exposure to CI/CD tools and version control systems (Git, Jenkins) is a plus
Roles & Responsibilities
Design and execute ablation tests to evaluate model robustness under varying lighting, pose, and occlusion conditions Track and analyze success metrics such as accuracy, precision, recall, and latency Validate AI models and robotic behaviors in simulation (Isaac Sim, Omniverse) and real-world setups Document validation procedures, test results, and performance benchmarks Collaborate with ML/CV and robotics teams to identify failure modes and improvement areas Maintain test environments and ensure reproducibility of validation workflows Support continuous integration and testing pipelines for AI model deployment
Generic Managerial Skills, If any
The engineer will work closely with AI, simulation, and robotics teams to ensure robustness, reliability, and safety of deployed 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