Imaging Simulation Development Engineer

3 weeks ago

sunnyvale, United States Intelliswift Software Full time

Job Title: Imaging Simulation Development Engineer

Locations: 100% Onsite at Sunnyvale, CA

Duration: 12 Months Contract on W2 (Possible Extension)


Job Description:

The Cameras Architecture Team is looking for an Imaging Simulation Development Engineer, who has extended experience in leading imaging technology, algorithm development and evaluation, to help develop, validate, and execute end-to-end simulation for camera systems consisting of image sensor, optics, control algorithms, and application software for the study and validation of new camera technologies and drive future product camera architectures that meet product vision. The ideal candidate will have hands-on experiences with lab equipment and 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 image formation process (spectrum, optics/aberrations, PSF, sensor noise, Fourier theory, sampling/aliasing) needed to successfully model and simulate complex imaging phenomena.

• Experience and knowledge in developing and tuning Image Signal Processing (ISP) pipeline.

• Experiences in image quality testing of camera systems and familiar with image quality metrics and analysis.

• Experience coding in languages such as MATLAB, Python, C/C++, preferably CUDA, design code for efficiency, and target different platforms such as GPU, Cloud, and other

• 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 sensor, imaging optics, and image processing algorithms

• Ability to work with minimal direction and managing a project independently from start to finish.


Responsibilities:

• Develop, validate, and execute state-of-the-art imaging software simulation tools to enable novel camera HW explorations, machine learning dataset generation, and product architecture tasks for consumer products.

• Investigate 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.

Must-Have Skills:

Image processing algorithm and pipeline development experience

Python/Matlab/C++ programming, shell scripting skills

Understanding of subjective and objective image quality evaluation metric and testing procedure.

Nice-to-have Skills:

Experiences in camera calibration and modeling of imaging systems

Hands on experience in the development of lab setups for camera system performance study

Image quality tuning experience

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