Imaging System Simulation and Validation Engineer

3 weeks ago


Sunnyvale, United States Intelliswift Software Inc Full time

Job title: Imaging System Simulation and Validation Engineer

Location: Onsite in Sunnyvale, CA

Duration: 12 Months

Looking for an Imaging System Simulation and Validation Engineer, who has extended experience in leading imaging technology, algorithm development, and evaluation, to help execute, validate, and develop end-to-end simulation for camera systems consisting of image sensors, optics, control algorithms, and application software for the study and validation of new camera technologies and drive future product camera architectures that meet our client's product vision.

The ideal candidate will have hands-on experience with lab equipment and be familiar with camera test methodologies.

Qualifications

  • Minimum Qualifications: Advanced degree (M.S.) or equivalent acquired experience in a discipline such as Imaging Science, Image Processing, Computer Vision, or related fields
  • Knowledge of the image formation process (spectrum, optics/aberrations, PSF, sensor noise, Fourier theory, sampling/aliasing) is needed to successfully model and simulate complex imaging phenomena
  • Experiences in image quality testing of camera systems and familiarity with image quality metrics and analysis.
  • Experience coding in MATLAB or Python.
  • Hands-on experience in the development of lab setups for camera system performance study
  • Experiences in camera calibration and modeling of imaging systems
  • Familiar with image sensors, imaging optics, and image processing algorithms
  • Ability to work with minimal direction and manage a project independently from start to finish.

Responsibilities

  • Execute, validate, and develop state-of-the-art imaging software simulation tools to enable novel camera hardware explorations, machine learning dataset generation, and product architecture tasks for consumer products.
  • Investigate the latest imaging simulation methods (e.g. ISET, ZEMAX, non-sequential ray tracing) to enable realistic simulation of real camera behavior for architecture, algorithms, and image quality development for consumer mobile products.
  • Experiment and data collection to validate simulator accuracy and to improve simulator modeling capability and efficiency.
  • Build and bring up lab setups for image data acquisition of camera prototypes to support camera design studies. Operate, calibrate, and perform routine maintenance of lab equipment.
  • Develop and document camera test methodologies to support 2D/3D camera system performance analysis.
  • Develop and debug test scripts for image data collection automation.
  • Processing, analysis, and organizing measurement data; presentation of initial analysis.
  • Drive supplier interaction and management to deliver camera prototypes in support of concept demonstrations.

Good to have: programming in C/C++, designing code for efficiency, and targeting different platforms such as GPU and Cloud



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