Engineer, Lead Senior- IEIOT AI Systems

Teknik, data och digitalt · IT-infrastruktur och säkerhet · Systemteknik · Maskininlärning · Artificiell intelligens

I korthet

Qualcomm is seeking a Senior Systems Engineer for its IE-IOT AI team in Bangalore, India. The role involves developing and optimizing cutting-edge AI/ML models and Gen AI use cases on device, utilizing Snapdragon chipsets. Responsibilities include model analysis, inference framework development, and system-level analysis of concurrent model execution.

Ansvarsområden

Analysis and optimization of AI/ML models on various classes of Hexagon NPU
Development of AI inference frameworks and runtimes for Hexagon NPU and DSP architectures
Implementation and optimization of deep learning operators on SIMD/VLIW NPU or DSP architectures
Understanding of quantization schemes and use of internal toolchains for model control
System-level analysis of concurrent ML model execution and daisy chaining ML models (Vision AI, Gen AI, VLA)
Hands-on experience with AI Model Quantization, Graph Optimizations, and Graph Transformations

Krav

Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Engineering or related work experience.
OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Systems Engineering or related work experience.
OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience.
Bachelor's degree in Computer Science, Electrical Engineering, Electronic Engineering, or related field and 2+ years of Software Engineering or related work experience.
OR Master's degree in Computer Science, Electrical Engineering, Electronic Engineering, or related field and 1+ year of Software Engineering or related work experience.
OR PhD in Computer Science, Electrical Engineering, Electronic Engineering, or related field.

Önskade kvalifikationer

Bachelor's degree or equivalent in Engineering, Information Systems, Computer Science, or related field.
6+ years Software Engineering, Hardware Engineering, Systems Engineering, or related work experience.
3+ years Software Engineering, Hardware Engineering, Systems Engineering, or related work experience.
Masters in Imaging/Color Engineering and/or Electrical Engineering, and/or related field
Prior experience with high performance embedded programming preferred
Hands-on knowledge of TensorFlow, TFLite, Pytorch, ONNX
Proficiency in Machine Learning and Data Modeling, especially image/video related data
Proficiency in Natural Language Processing is a plus
Knowledge and experience of embedded systems with assembly/C/C++ programming
Good understanding of system on chip micro-architecture

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.

Färdigheter

TensorFlowTFLitePytorchONNXMachine LearningData ModelingNatural Language ProcessingC++C

#AI#Machine Learning#Deep Learning#IoT#Gen AI#Vision AI

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

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Företag

Qualcomm

Publicerade jobb

för 5 dagar sedan

Anställningstyp

Heltid

Arbetsform

På plats

Erfarenhetsnivå

Senior

Platser

Bengaluru, India

Kvalifikation

Kandidatexamen, Masterexamen, Doktorand

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Engineer, Lead Senior- IEIOT AI Systems

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