General Summary:
As a Staff Engineer for ML Test and AutomationStaff Engineer, highly skilled and knowledgeable in Testing ML/DL models to benchmark Qualcomm AI Accelerator. Being upto 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:
oMasters or Bachelor’s degree in Computer science , Machine learning/AI or related field experience
o11 + years relevant work experience
oStrong knowledge in ML/DL/LLMs in Test
oStrong in Python programming and good problem solving skills
·Preferred Qualifications:
oExcellent programming skills in one or more programming languages (Python, Bash)
oAbility to define and recommend System test methodologies , metrics to benchmark Qualcomm AI Accelerator
oHands-on experience in benchmarking and optimizing Deep Learning Models on AI Accelerators/GPUs
oGood work experience with AI frameworks models performance, quantization, and accuracy metrics
oHands-on experience in API testing & developing automation scripts for Embedded/IOT Platforms
·Responsibilities:
oPerformance and Accuracy benchmarking of Deep Learning models (LLM,OD, CV, NLP, Transformers etc.)
oUnderstanding how all elements of the ML software ecosystem work together and developing QA approaches/frameworks that fit the overall strategy.
oProviding System test recommendations for AI Inference Accelerator Cards
oResponsible for development of validation strategies and creation of appropriate ML test harnesses for AI Inference Accelerator Cards
oExperience in bringing up embedded platforms for customers and internal engg releases.
oStrong debugging and analysis skills, for root causing complex issues
oProviding test infrastructure to enable engineering teams to test and deliver functional/performance metrics for language models.
oEnsure 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:
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