Staff Engineer - ML Libraries Development Engineer

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

I korthet

Qualcomm is seeking a Staff Engineer for ML Libraries Development to optimize core ML kernels for ML/AI acceleration on ARM CPU architecture. This role involves enhancing ML model performance on QCOM SoCs and requires 8-12 years of experience in Bangalore.

Ansvarsområden

Participate in optimizing core ML kernels using advancements like SME, SVE of the ARM CPU architecture.
Enhance the performance of ML models on the CPU of the QCOM SoC.
Optimize kernels for vector processors.
Inferencing of ML models written in Pytorch/TensorFlow/Keras.

Krav

8 to 12 years of relevant experience.
Understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA.
Optimizing kernels for vector Processors.
Understanding of the basic linear algebra functions used in AI/ML.
Algorithm design (logic, critical thinking).
Performance Evaluation and Optimization of the applications for ARM architecture.
Inferencing of the ML models written in Pytorch/TensorFlow/Keras.
Understanding of the typical Open-Source Library framework design.
Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.
OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.
2+ years of work experience with Programming Language such as C, C++, Java, Python, etc.

Önskade kvalifikationer

Strong Programming skills and deep understanding of the ARM ISA.
understanding of the algorithms suitable for Vector and matrix accelerators.
Strong Analytical and debugging skills.
Good understanding of Optimizing the Linear Algebra algorithms.
Performance evaluation using QEMU, Simulators, Emulators and on Real Hardware.

Färdigheter

ARM CPU architectureARM Arch64 ISACC++PythonJavaLinear algebraAlgorithm designPerformance evaluationPytorchTensorFlowKerasQEMU

#ML#AI#ARM#CPU#SoC#performance optimization

Om Qualcomm

Enabling a world where everyone and everything can be intelligently connected.

Enabling a world where everyone and everything can be intelligently connected.\n\n

Se alla lediga jobb hos Qualcomm Läs mer om Qualcomm Webbplats

Företag

Qualcomm

Publicerade jobb

för 2 dagar sedan

Anställningstyp

Heltid

Arbetsform

På plats

Erfarenhetsnivå

Senior

Platser

Bangalore, India

Kvalifikation

Kandidatexamen, Masterexamen, Doktorand

Sökande

Ansök tidigt

Liknande jobb

Sandvik

Tampere, Finland

Staff Engineer - ML Libraries Development Engineer

Ansvarsområden

Krav

Önskade kvalifikationer

Färdigheter

Om Qualcomm

Liknande jobb

Test Mine Development Engineer

Fiber Delivery Engineer

Applications Engineer - EDA Verification

Principal Application Engineer - EDA Verification

Field Sales Engineer

Software Engineer