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Autodesk • pune, Maharashtra, India
Role & seniority: Senior Software QA Engineer (Lead QA for AI Rendering & Graphics)
Stack/tools: AI/ML validation concepts; Python for test automation; AI frameworks (PyTorch, TensorFlow, ONNX); image quality metrics (SSIM, PSNR); CI/CD familiarity; 3D CAD/CAE context (Fusion, Inventor, CATIA)
Lead QA strategy and execution for AI Rendering and Graphics; mentor junior members
Design/execute AI model validation (accuracy, output quality, regression across versions); automate validation frameworks
Validate AI performance (latency, throughput, memory) across hardware; manual/auto testing; root-cause collaboration with development; stakeholder status updates
Bachelor’s in CS/Data Science/AI or related field
5+ years QA experience, 2+ years in AI/ML applications
Strong AI/ML concepts (training, inference, evaluation metrics); AI validation techniques; Python for automation
Software testing methodologies, defect tracking; analytical/problem-solving skills; cross-functional collaboration
Experience in computer vision, image generation, or rendering AI/ML apps
Familiarity with ML frameworks (PyTorch, TensorFlow, ONNX); image quality metrics (SSIM, PSNR)
Hands-on 3D CAD/CAE exposure; CI/CD pipelines; Agile/Scrum; mentoring QA teams
Location & work type: Hybrid role in Pune, India; reports to Senior Manager, SQA
Job Requisition ID # 26WD94632 Position Overview Fusion is a cloud-based 3D modeling, CAD, CAM, CAE, and PCB software platform for professional product design and manufacturing. We're seeking an experienced Senior Software QA Engineer to join the Design Engineering QA team, focusing on AI Rendering capabilities and Graphics features. This role will lead AI validation strategies, ensure model quality and reliability, and provide technical leadership for the team. This is a hybrid position in Pune, India. You will report to Senior Manager, SQA. Responsibilities Lead QA strategy and execution for AI Rendering and Graphics features; mentor junior team members. Design and execute AI model validation including accuracy testing, output quality assessment, and regression testing across model versions. Develop methodologies to evaluate AI-generated rendering outputs using quality metrics and consistency checks. Architect and develop automation frameworks for AI validation and graphics testing. Validate AI model performance (latency, throughput, memory) across different hardware configurations. Perform manual and automated testing for graphics-related features within Fusion. Verify AI rendering and graphics consistency across different OS, platforms, and hardware. Investigate and validate customer-reported issues; collaborate with development teams on root cause analysis. Provide regular updates to stakeholders on quality status, risks, and recommendations. Minimum Qualifications Bachelor's degree in Computer Science, Data Science, AI, or related field. 5+ years of software QA experience, with 2+ years focused on AI/ML applications. Strong understanding of AI/ML concepts including model training, inference, and evaluation metrics. Experience with AI model validation techniques and testing challenges (data drift, edge cases, non-deterministic outputs). Proficiency in Python for test automation. Solid knowledge of software testing methodologies and defect tracking. Strong analytical, problem-solving, and communication skills. Ability to lead initiatives and collaborate in cross-functional teams. Preferred Qualifications Experience testing AI/ML applications in computer vision, image generation, or rendering. Familiarity with ML frameworks (PyTorch, TensorFlow, ONNX). Experience with image quality metrics (SSIM, PSNR) and visual comparison techniques. Hands-on experience with 3D CAD/CAE software (Fusion, Inventor, CATIA, etc.). Experience with CI/CD pipelines and AI validation integration. Familiarity with Agile/Scrum methodologies. Prior experience mentoring QA team members. #LI-CL1 Learn More About Autodesk Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made. We take great pride in our culture here at Autodesk – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world. When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us! Salary transparency Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package. Diversity & Belonging We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made. We take great pride in our culture here at Autodesk – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world. When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us! Not quite ready to apply? Join our talent community to stay up to date on new job opportunities and the latest Autodesk news.