ML Software Developer in Test (SDET)-AI Inferencing -Staff Engineer

Company: Nutanix
Location: Santa Clara
Posted on: April 7, 2025

Job Description:

Company:Qualcomm India Private LimitedJob Area:Engineering Group, Engineering Group > Software Test EngineeringGeneral Summary:As a Staff Engineer for ML Test and Automation, highly skilled and knowledgeable in Testing ML/DL models to benchmark Qualcomm AI Accelerator. Being up to date on the State of Art market trends and proactively working for understanding the customer needs to identify the right sets of tools/metrics to achieve the best quality and customer experience.Basic Qualifications:

• Masters or Bachelor's degree in Computer Science, Machine Learning/AI, or related field experience.
• 11+ years relevant work experience.
• Strong knowledge in ML/DL/LLMs in Testing.
• Strong in Python programming and good problem-solving skills.Preferred Qualifications:
• Excellent programming skills in one or more programming languages (Python, Bash).
• Ability to define and recommend System test methodologies, metrics to benchmark Qualcomm AI Accelerator.
• Hands-on experience in benchmarking and optimizing Deep Learning Models on AI Accelerators/GPUs.
• Good work experience with AI frameworks models performance, quantization, and accuracy metrics.
• Hands-on experience in API testing & developing automation scripts for Embedded/IOT Platforms.Responsibilities:
• Performance and Accuracy benchmarking of Deep Learning models (LLM, OD, CV, NLP, Transformers, etc.).
• Understanding how all elements of the ML software ecosystem work together and developing QA approaches/frameworks that fit the overall strategy.
• Providing System test recommendations for AI Inference Accelerator Cards.
• Responsible for the development of validation strategies and creation of appropriate ML test harnesses for AI Inference Accelerator Cards.
• Experience in bringing up embedded platforms for customers and internal engineering releases.
• Strong debugging and analysis skills for root causing complex issues.
• Providing test infrastructure to enable engineering teams to test and deliver functional/performance metrics for language models.
• Ensure ML features are planned, validated, and automated as per release and customer requirements.
• Strong hands-on automation skills to enable onboarding of automated features into the test framework.Minimum Qualifications:
• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Test Engineering or related work experience.ORMaster's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Test Engineering or related work experience.ORPhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Test Engineering or related work experience.
• 2+ years of work experience with Software Test or System Test, developing and automating test plans, and/or tools (e.g., Source Code Control Systems, Continuous Integration Tools, and Bug Tracking Tools).Applicants: Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail or call Qualcomm's toll-free number found . Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able to participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.To all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications, or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees, or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.If you would like more information about this role, please contact .
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Keywords: Nutanix, San Francisco , ML Software Developer in Test (SDET)-AI Inferencing -Staff Engineer, IT / Software / Systems , Santa Clara, California