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Tata Consultancy Services • Warren, Michigan, United States
Salary: USD 130,000–170,000 per year
Role & seniority: Mid-level QA/Validation Engineer (2–3 years) focused on AI/robotics systems.
Stack/tools: Python, C++, scripting for test automation; ablation testing; simulation platforms (Isaac Sim, Omniverse, ROS/Gazebo); understanding of computer vision models and robotic perception; CI/CD exposure; Git/Jenkins a plus; strong documentation.
Design and execute ablation tests to assess model robustness under varying lighting, pose, and occlusion.
Validate AI models and robotic behaviors in simulation and real-world setups; track metrics (accuracy, precision, recall, latency).
Document validation procedures, results, and performance benchmarks; maintain reproducible validation workflows; support CI/testing pipelines.
2–3 years in QA/validation/testing for AI/robotics.
Experience with ablation testing methodologies and performance metrics.
Proficiency in Python and C++; test automation scripting.
Familiarity with simulation platforms (Isaac Sim, Omniverse, ROS/Gazebo).
Understanding of computer vision models and robotic perception; strong analytical and documentation abilities.
Exposure to CI/CD tools and version control (Git, Jenkins) a plus.
Deeper CI/CD experience; more extensive use of Git/Jenkins.
Cross-team collaboration with ML/CV and robotics groups; reproducibility-focused mindset.
Location & work type: Location and work type not specified in the de
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