Engineer, Staff/Manager

Qualcomm

Qualcomm

Bengaluru, Karnataka, India
Posted on May 30, 2025
Company

Qualcomm India Private Limited

Job Area

Engineering Group, Engineering Group > Systems Test Engineering

General Summary

Cloud Data center( ML Test and Automation Engineer Lead), highly skilled and knowledgeable ML/DL/LLM model and its architectures to benchmark in Qualcomm AI Accelerator. Bring to the table the various State of Art techniques , 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 for cloud Data centers . Drive the team with technical Leadership.

  • Basic Qualifications:
    • Masters or Bachelor’s degree in Computer science , Machine learning/AI or related field experience
    • 11 + years relevant work experience
    • Strong knowledge and hands-on experience in ML/DL/LLMs and understanding of various metrics of performance and accuracy used measure the AI Data center serving ( like Artificial analysis.ai)
    • Strong in Python programming and good problem-solving skills.
  • Preferred Qualifications:
    • Excellent programming skills in one or more programming languages (Python, Bash)
    • Good knowledge on the
    • 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:
    • Providing System test recommendations for AI Inference Accelerator Cards
    • Understanding how all elements of the ML software ecosystem work together and developing QA approaches/frameworks that fit the overall strategy.
    • Responsible for development of validation strategies and creation of appropriate ML test harnesses for AI Inference Accelerator Cards
    • 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.
    • Performance and Accuracy benchmarking of Deep Learning models (LLM,OD, CV, NLP, Transformers etc.)
    • 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 Systems Test Engineering or related work experience.


OR

Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Systems Test Engineering or related work experience.

OR

PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Test Engineering or related work experience.

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