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Engineer, Machine Learning Tools

Teknik, data och digitalt · Mjukvaru- och webbutveckling · Mjukvaruutveckling · Maskininlärning

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I korthet

Qualcomm is seeking a Machine Learning Tools Engineer to join their Generative AI team. This role focuses on optimizing and deploying cutting-edge GenAI models, including LLMs and LVMs, for on-device inference on Qualcomm chipsets using their QAIRT SDK.

Ansvarsområden

  • Spearhead the development and commercialization of the Qualcomm AI Runtime (QAIRT) SDK on Qualcomm SoCs.
  • Push the limits of performance from large models as an AI inferencing expert.
  • Deploy large C/C++ software stacks using best practices.
  • Stay on the cutting edge of GenAI advancements, understanding LLMs/Transformers and the nuances of edge-based GenAI deployment.
  • Design, develop, create, modify, and validate embedded and cloud edge software, applications, and/or specialized utility programs.

Krav

  • Master’s/Bachelor’s degree in computer science or equivalent.
  • 6+ years of relevant work experience in software development.
  • Strong understanding of Generative AI models – LLM, LVM, LMMs and building blocks (self-attention, cross attention, kv caching etc.).
  • Floating-point, Fixed-point representations and Quantization concepts.
  • Experience with optimizing algorithms for AI hardware accelerators (like CPU/GPU/NPU).
  • Strong in C/C++ programming, Design Patterns and OS concepts.
  • Good scripting skills in Python.
  • Excellent analytical and debugging skills.
  • Good communication skills (verbal, presentation, written).
  • Ability to collaborate across a globally diverse team and multiple interests.

Önskade kvalifikationer

  • Strong understanding of SIMD processor architecture and system design.
  • Proficiency in object-oriented software development and familiarity.
  • Familiarity with Linux and Windows environment.
  • Strong background in kernel development for SIMD architectures.
  • Familiarity with frameworks like llama.cpp, MLX, and MLC is a plus.
  • Good knowledge of PyTorch, TFLite, and ONNX Runtime is preferred.
  • Experience with parallel computing systems and languages like OpenCL and CUDA is a plus.

Förmåner

  • Qualcomm is an equal opportunity employer.
  • Qualcomm is committed to providing an accessible process for individuals with disabilities.
  • Qualcomm is committed to making our workplace accessible for individuals with disabilities.
#Machine Learning#AI#Generative AI#LLM#LVM#Edge AI#Inference Engine#SDK
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Företag

Qualcomm

Publicerade jobb

för 1 månad sedan

Anställningstyp

Heltid

Arbetsform

På plats

Erfarenhetsnivå

Senior

Platser

Hyderabad, India

Kvalifikation

Kandidatexamen, Masterexamen, Doktorand

Sökande

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