ML Software Developer in Test (SDET)—AI Inferencing - Lead Engineer
Description For ML Software Developer in Test (SDET)—AI Inferencing - Lead Engineer
Qualcomm is seeking a Staff Engineer for ML Test and Automation, focusing on testing ML/DL models to benchmark Qualcomm AI Accelerator. This role combines deep technical expertise in machine learning with quality assurance leadership. The position offers an opportunity to work at the forefront of AI technology, specifically in testing and validating cutting-edge ML/DL models and AI accelerator hardware.
The role requires a blend of technical expertise in machine learning, software testing, and automation. You'll be responsible for developing comprehensive testing strategies for AI systems, benchmarking performance, and ensuring quality across complex ML implementations. This position is perfect for someone who combines strong technical skills in Python programming with deep knowledge of machine learning concepts and testing methodologies.
Working at Qualcomm means joining a global leader in mobile technology and AI innovation. The company offers comprehensive benefits including health coverage, financial planning support, and professional development opportunities. You'll be part of a team that's driving innovation in AI acceleration and working alongside some of the industry's leading experts.
The ideal candidate will have 11+ years of relevant experience, strong programming skills, and deep knowledge of ML/DL/LLMs in testing. You'll be working on cutting-edge AI technology while having the opportunity to influence testing methodologies and quality standards for AI accelerator products. This role offers significant growth potential and the chance to work on technology that impacts global AI implementation.
Responsibilities For ML Software Developer in Test (SDET)—AI Inferencing - Lead Engineer
- Performance and Accuracy benchmarking of Deep Learning models (LLM, OD, CV, NLP, Transformers etc.)
- Understanding ML software ecosystem and developing QA approaches/frameworks
- Providing System test recommendations for AI Inference Accelerator Cards
- Development of validation strategies and creation of ML test harnesses
- Bringing up embedded platforms for customers and internal engineering releases
- Debug and analyze complex issues
- Provide test infrastructure for language models testing
- Ensure ML features are planned, validated, and automated as per requirements
- Enable onboarding of automated features into the test framework
Requirements For ML Software Developer in Test (SDET)—AI Inferencing - Lead Engineer
- 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 Test
- Strong in Python programming and good problem solving skills
- Excellent programming skills in Python and Bash
- Hands-on experience in benchmarking and optimizing Deep Learning Models on AI Accelerators/GPUs
- Experience with AI frameworks models performance, quantization, and accuracy metrics
- Hands-on experience in API testing & developing automation scripts for Embedded/IOT Platforms
Benefits For ML Software Developer in Test (SDET)—AI Inferencing - Lead Engineer
- World-class health coverage for employees and dependents
- Financial planning and future preparation programs
- Emotional/mental strength and resilience support
- Wellbeing programs
- Tuition reimbursement
- Mentorship programs
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