Computer Vision Software Developer
Zebra Technologies -PRO
Odesa, UA
5 днів тому
source : Just Join IT

GPU Programming (advanced)

Overview

The senior computer Vision Software Developer will work on Computer Vision projects turning Zebra's core algorithms from prototypes to high quality product ready code.

The developer will design and implement strategies for optimizing computer vision algorithms for different hardware architectures (e.

g. x86, GPU, multi-core ARM CPU, DSP) based on performance, power and size constraints.

Responsibilities

  • Development of turning prototyped computer vision algorithms into high quality product ready code
  • Design and recommend strategies for optimizing computer vision algorithms for different embedded system and mobile devices
  • Design and / or review architected modules and software systems supporting new technology or improving capability / performance of existing functionality
  • Take responsibility for communicating with different engineers (embedded systems, backend server, computer vision) to continuously improve and optimize implemented algorithms
  • Create automated software tests and provide support to trouble shoot software issues when needed
  • Documentation of software architecture
  • Provide recommendations and solutions to problems using experience in multiple technical areas
  • Receive little instruction on day-to-day work and general instructions on new assignments
  • May influence the activities of junior level personnel
  • Qualifications

  • Masters in Computer Engineering / Computer Science (preferably with specialization in computer vision and machine learning);
  • alternatively a comparable industry career, with significant experience in delivering products using state-of-the-art computer vision and / or machine learning systems

  • 5+ years work experience
  • Broad understanding of computer vision; key areas of interest include object detection, tracking and recognition, multiple view geometry, OCR detection, camera calibrations, 3D data processing, SfM / SLAM, activity recognition
  • Optimization experience on embedded GPU and DSP platforms : Nvidia, ARM
  • Parallelized & vectorized computation
  • Solid GPU programming experience using CUDA or Open CL
  • Excellent C, C++11 and above programming skills
  • Experience in signal processing algorithms and implementation
  • Work is evaluated upon completion to ensure objectives have been met
  • Determines and develops approach to solutions
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