AI ML performance test engineer
Capgemini
2 - 5 years
Bengaluru
Posted: 23/08/2025
Job Description
Job Description
We are seeking a highly skilled AI/ML Validation Engineer with a strong foundation in machine learning, deep learning, and system-level validation. The ideal candidate will have hands-on experience with ML frameworks, profiling tools, and AI compute stacks, and will play a key role in validating end-to-end AI pipelines and ensuring software quality across diverse platforms.ResponsibilitiesDesign and execute validation plans for AI/ML compute stacks (HIP, CUDA, OpenCL, OpenVINO, ONNX Runtime, TensorFlow, PyTorch).Validate end-to-end AI pipelines including model conversion, inference runtimes, compilers/toolchains, kernel execution, and memory transfer.Profile ML workloads and optimize performance across platforms.Collaborate with global teams to ensure high-quality deliverables.Apply software development lifecycle practices to validation workflows.Document defects, validation results, and improvement recommendations.
Primary Skill
sStrong knowledge of ML fundamentals, deep learning, LLMs, and recommender systems.Proficiency in Python programming.Experience with PyTorch, TensorFlow, ONNX Runtime.Familiarity with Ubuntu/Yocto Linux environments.Expertise in profiling tools and performance analysis.Strong understanding of software QA methodologies.Secondary SkillsExperience with compilers/toolchains like TVM, Vitis AI, XDNA, XLA.Exposure to production-grade software validation workflows.Excellent problem-solving and communication skills.Educational QualificationBachelor’s or Master’s degree in Computer Science, Electrical Engineering, or related field.
About Company
Capgemini is a global leader in consulting, technology services, and digital transformation. Headquartered in Paris, France, Capgemini provides a wide range of services, including IT consulting, managed services, business process outsourcing, and digital transformation solutions. With over 360,000 employees across more than 50 countries, the company focuses on helping organizations innovate and transform their businesses to remain competitive in a rapidly changing digital landscape. Capgemini is known for its expertise in cloud computing, AI, cybersecurity, and other emerging technologies, working closely with clients to develop sustainable and cutting-edge solutions.
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