Embedded system architecture

workהגשת מועמדות
  • pin_dropמיקוםרחובות
  • bubble_chartקטגוריהפיתוח תוכנה
  • schoolנסיון5+ שנות ניסיון
  • workסוג משרהמשרה מלאה

תיאור משרה

  • Be part of groundbreaking team which leading the selection, design & implementation of the high-end data rate image processing for APPLIED MATERIALS next generation tools. 
  • Leading challenging research & development of image processing infra-structure both from SW and HW perspectives.  
  • Design and implementation the architecture of SW/System solutions in Real time Embedded Image Processing System. 
  • Development in high performance computing system and high data rate. 
  • Writing in all levels ASM/C/C++/python for DSPs/CPU/GPU/SOC at a low software level (directly interfacing to the system firmware controllers & peripherals)
  • Development in high performance computing system and high data rate.
  • Development in various operating systems (Windows, Linux, DSP-RTOS) and various processors (X86, ARM, DSP, GPU)
  • Intensive team work along the development path with various interfaces and other groups like algorithm & HW teams & Product SW groups & External sub-contractor SW team 
  • Participating in complicated & challenging HW/SW integration. 
  • Analysis & estimation of advanced SOC (system on chip) and SOM (system on module) in terms of performance estimation, programing model, Deep learning processing capabilities & infra-structure, ease of use, TTM, integration with existing funnels & modules , suitability for processing non-trivial image processing algorithm & building blocks.  
  • Developing of performance for image processing blocks on various architecture 
  • Working in a challenged multi-disciplinary project involving both system & marketeering aspects as well as deep researching for out of the box solutions and ideas.  

דרישות תפקיד

  • BSc/MSc in Computer Science/Electrical Engineer or related technical discipline. 
  • Deep understanding in micro-architecture of processing units like GPU , DSP (VLIW) Intel Advanced CPU architecture , ARM A-Cortex architecture , Hybrid SOC architecture.   
  • Experience deeply in hands-on optimization and acceleration with at least one the following architecture:

  • DSP - VLIW architecture (e.g. TI multi-core DSP, Intel VPU).
  • GPU (CUDA kernel + Deep learning processing)
  • Intel CPU SIMD instructions like SSE2,SSE3,SSE4,AVX,AVX2,AVX512,AVX512+VNNI
  • ARM optimization with NEON instruction set. 
  • HLS for image processing 
  • Tensilica/CEVA/SnapDragon/IP DSP core -   based processor with SOC. 
  • Hybrid HW architecture (i.e ZYNQ, TI Multi-Core SOC ARM + DSP)  
  • Experience in developing of Image processing algorithm building blocks out of 

  • Registration, 
  • Segmentation, 
  • Tracking,
  •  Detection,
  •  Denoising, Computer-Vision, 
  • Machine-Learning, 
  • 3D (Stereo-Vision, Camera-Calibration, 3D Reconstruction) 
  • SLAM 
  • Analytic
  • Motion detection 
  • Radar algorithm 
  • ADAS  

 

  • Experience in developing in one of the following:

  • Advanced SOC – System on chip   , including high data rate interfaces (proprietary channels , PCIe ,SRIO , optic channels etc.)
  • Advanced SOM which integrate both HW fast interface with tight real time image processing. 
  • HPC which integrate image acquisition board + image processing with real time requirement. 
  • Deep knowledge with various HW aspects like PCIe , DDR  utilization , serial fast interfaces etc. 
  • At least 7-10 years of C/C++ experience in complex real time systems.
  • Excellent system vision and understanding, especially multi-discipline   and complex system. 
  • Excellent team work and ability to lead under non-authority environment while interfacing several groups and developers from HW, SW, System Solution architecture.
  • Familiarity with AI markets latest trends / devices / system – advantages. 
  • Deep understanding of CPU/GPU/DSP/FPGA/Hybrid devices architecture both from HW & SW perspectives. 
  • Experience in Image processing or Distributed computing systems – Advantage
  • Deep Knowledge in Linux environment, including drivers, simulation - Advantage

workהגשת מועמדות

Applied Materials

על החברה

אפלייד מטיריאלס ישראל מפתחת ומייצרת מערכות המהוות תשתית קריטית של תעשיית השבבים. אפלייד הייתה בין חברות הטכנולוגיה הבינלאומיות הראשונות שזיהו את הפוטנציאל העצום של תעשיית ההייטק המקומית, ורכשה את החברות אופאל ואורבוט מכשור הישראליות כבר בשנת 1997. מאז הקמת החברה הישראלית, התפתחה אפלייד וצמחה באופן משמעותי. כיום היא מעסיקה מעל 1,600 עובדים בארץ, רובם בפעילות הפיתוח והייצור באתר הממוקם בפארק המדע ברחובות.

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