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Qualcomm
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CPU/DSP Deep Learning Layer Development - Staff Engineer

CPU/DSP Deep Learning Layer Development - Staff Engineer

Qualcomm

3 - 8 years

15 - 19 Lacs

bengaluru

Posted:6 days ago| Platform:

Apply

Skills Required

dsp assembly programming fixtures memory management mmu c++ python software development hardware engineering cpu embedded software development spi deep learning microcontroller rtos embedded systems embedded c linux uart debugging i2c

Work Mode

Work from Office

Job Type

Full Time

Job Description

General Summary:

Key Responsibilities:
- Developing AI SW stack components on Qualcomm NPU/Hexagon DSP Processor
- Evaluating and optimizing neural network kernels runtime performance
- Working to enable state of the art neural network layers and new AI SW features to meet customer use-cases
- Working with architecture team to influence our next generation NPU/Hexagon DSP Processor
General Summary:
- The candidate should possess 3 to 10 years of industry experience in embedded software development with deep learning exposure and having expertise in below areas would be preferred:Strong C and Assembly Programming skills with Strong OS & Multi-Processor conceptsUnderstanding of Deep Learning architectures with hands on experience in compute optimizing the layers used thereStrong in mathematical concepts and fixed-point computationsIn depth understanding of Memory management, MMU, IOMMU etc.Embedded software development in C and C++ on ARM, DSP or similar cores.Strong DSP/CPU processor architecture knowledgeExposure to vector processing on DSPGood debugging skills with experience on debugging with Lauterbach JTAG debuggers.Work on challenging customer requirements and issues.Knowledge of Software/Hardware Security concepts is desirable Strong math back ground Fixed point concepts

Minimum Qualifications:

Bachelor's degree in Computer Science, Electrical/Electronics Engineering, Engineering, or related field and 4+ years of Hardware Engineering or related work experience. ORMaster's degree in Computer Science, Electrical/Electronics Engineering, Engineering, or related field and 3+ years of Hardware Engineering or related work experience. ORPhD in Computer Science, Electrical/Electronics Engineering, Engineering, or related field and 2+ years of Hardware Engineering or related work experience.

Minimum Qualifications: Bachelor's degree in Computer Science, Electrical/Electronic Engineering, or related field with 3+ years of relevant work experience.ORMaster's degree in Computer Science, Electrical/Electronic Engineering, or related field and 2+ years of relevant work experience.ORPhD in Computer Science, Electrical/Electronic Engineering, or related field with relevant exposure.

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CPU/DSP Deep Learning Layer Development - Staff Engineer