The Job

Principal Engineer, Machine Learning Engineering (Quantization SW)

Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Mjukvaruutveckling · Datavetenskap

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I korthet

Qualcomm is seeking a Principal Engineer, Machine Learning Engineering with expertise in quantization for AI on the edge. This role involves developing model optimization techniques within a research environment, contributing to the advancement of Gen AI technology for devices like smartphones and autonomous vehicles.

Ansvarsområden

  • Architect, design, develop and test model optimization techniques including graph optimization, pruning and quantization.
  • Work in a dynamic research environment.
  • Be part of a multi-disciplinary team of researchers and software engineers using cutting-edge AI frameworks and tools.

Krav

  • Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 8+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
  • Master's degree in Computer Science, Engineering, Information Systems, or related field and 7+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
  • PhD in Computer Science, Engineering, Information Systems, or related field and 6+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
  • Strong Software Engineering/Development skills combined with a solid foundation in AI and general ML techniques.
  • Proven hands-on experience evaluating and optimizing Generative AI workflows for accuracy, performance, and other key metrics.
  • Prior experience with ML model optimization frameworks and a familiarity with applying techniques such as quantization, pruning etc.
  • Knowledge of neural networks, with hands-on experience using ML frameworks such as PyTorch, ONNX etc.
  • Strong Python design and implementation skills.
  • Strong general analytical and debugging skills.
  • Prior experience working in agile environments.
  • Prior experience in collaborating with multi-disciplinary teams across time zones.
  • Strong leadership skills as a mentor, team player, communicator and presenter.
  • Experience deploying GenAI LLM/LVM models on edge devices.
  • Prior experience with model quantization, profiling and running models on edge devices.
  • Prior experience with frameworks like Huggingface Optimum, ONNX runtime and OpenVino.

Önskade kvalifikationer

  • Proven hands-on experience establishing a high-quality software delivery process using industry best-practices (code review, CI/CD, automation, etc.) is a plus.

Förmåner

  • Competitive annual discretionary bonus program.
  • Opportunity for annual RSU grants.
  • Highly competitive benefits package designed to support your success at work, at home, and at play.
  • Qualcomm is committed to providing an accessible process for individuals with disabilities.
  • Qualcomm is committed to making our workplace accessible for individuals with disabilities.
#AI#Machine Learning#Generative AI#Edge AI#Quantization#Software Engineering
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Företag

Qualcomm

Publicerade jobb

för 1 månad sedan

Anställningstyp

Heltid

Arbetsform

På plats

Erfarenhetsnivå

Senior

Platser

San Diego, United States of America

Kvalifikation

Kandidatexamen, Masterexamen, Doktorand

Sökande

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