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Algorithm Developer

Applied MaterialsRehovot и ещё 1 городот 4 летПолная занятость
PythonCI/CDMachine LearningC++Data SciencePyTorchDeep LearningComputer VisionAlgorithmsSemiconductorImage ProcessingCUDAAlgorithm DevelopmentReal-time SystemsGPU OptimizationCPU OptimizationOptical Wafer Inspection

Описание

We are looking for a highly talented Algorithm Developer to join our unique team focused on the development of cutting-edge detection algorithms for the next generation of optical wafer inspection tools. This role involves leading research, design, development, and implementation of algorithmic modules within an elite algorithm research and development group specializing in computer vision and deep learning.

Responsibilities

  • Lead research, design, development, and implementation of algorithmic modules
  • Perform algorithmic concepts and feasibility for image processing algorithms, including problem analysis, data gathering, literature review, concept selection and evaluation and implementation constraint
  • Understand computer vision and machine learning / deep learning algorithms for image analysis, image registration, pattern recognition, object detection and classification
  • Prototype algorithm approach solving complex problems and drive integration of new algo solutions to product
  • Develop and implement algorithms, support the SW team in integration and evaluation
  • Optimize algorithms to reduce computational cost and influence hardware requirements

Requirements

  • Master’s / Research background – Qualification preferred – Image/ Signal Processing, Computer Vision, Detection, Deep Learning
  • 10+ years of experience and strong background in computer vision, image processing, and DL technology
  • Expertise in C/C++, Python, and working experience with Pytorch or similar framework
  • Excellent analytical, problem-solving, and organizational skills, along with strong interpersonal communication skills

Nice to have

  • Experience working in the Semiconductor industry

We offer

  • Location: Rehovot, ISR
  • Full time employment
  • Travel: Yes, 10% of the Time
  • Relocation Eligible: No
  • Supportive work culture that encourages learning, development, and career growth
  • Programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go