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

1 Month ago • 2-11 Years

Job Summary

Job Description

As a Staff Engineer for ML Test and Automation, the role involves testing ML/DL models to benchmark Qualcomm AI Accelerator. The engineer should be up-to-date on market trends, understand customer needs, and identify appropriate tools and metrics to ensure high quality. Responsibilities include benchmarking deep learning models, developing QA approaches, providing system test recommendations, developing validation strategies, and creating ML test harnesses. The role also involves bringing up embedded platforms, debugging complex issues, providing test infrastructure, and ensuring ML features meet release and customer requirements. Strong automation skills are required to integrate automated features into the test framework.
Must have:
  • Masters or Bachelor’s degree in Computer science or related field
  • Strong knowledge in ML/DL/LLMs in Test
  • Strong in Python programming
  • Good problem solving skills
Good to have:
  • Excellent programming skills in one or more programming languages (Python, Bash)
  • Ability to define and recommend System test methodologies
  • Experience in benchmarking and optimizing Deep Learning Models
  • Good work experience with AI frameworks models performance metrics

Job Details


Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group > Software Test Engineering

General Summary:

As a Staff  Engineer for  ML Test and Automation  Staff 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:

o    Masters or Bachelor’s degree in Computer science , Machine learning/AI or related field experience

o    11 + years relevant work experience

o    Strong knowledge in ML/DL/LLMs in Test

o    Strong in Python programming  and good problem solving skills

·         Preferred Qualifications:

o    Excellent programming skills in one or more programming languages (Python, Bash)

o    Ability to define and recommend System test methodologies , metrics to benchmark Qualcomm AI Accelerator

o    Hands-on experience in benchmarking and optimizing Deep Learning Models on AI Accelerators/GPUs

o    Good work experience  with AI frameworks models performance, quantization, and accuracy metrics

o    Hands-on experience in API testing & developing automation scripts for Embedded/IOT Platforms

·         Responsibilities:

o    Performance and Accuracy benchmarking of Deep Learning models (LLM,OD, CV, NLP, Transformers etc.)

o    Understanding how all elements of the ML software ecosystem work together and developing QA approaches/frameworks that fit the overall strategy.

o    Providing System  test recommendations  for AI Inference Accelerator Cards

o    Responsible for development of validation strategies and creation of appropriate ML test harnesses for AI Inference Accelerator Cards

o    Experience in bringing up embedded platforms for customers and internal engg releases.

o    Strong debugging and analysis skills, for root causing complex issues

o    Providing test infrastructure to enable engineering teams to test and deliver functional/performance metrics for language models.

o    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.
OR
Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Test Engineering or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Test Engineering or related work experience.

• 2+ year 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 disability-accomodations@qualcomm.com or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able 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 Qualcomm Careers.

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Our employees make Qualcomm’s success possible. We hire the brightest minds and foster a supportive, inclusive culture where your ideas have the power to contribute to world-changing innovations and breakthrough technologies. To make that possible, we leverage the breadth and depth of our diverse expertise from around the world to answer the unasked, conquer the complex, and solve some of the biggest challenges only we can – together.

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