Tailored Management
Computer Vision Engineer V/CA
Tailored Management, Sunnyvale, California, United States, 94087
Job Title : Computer Vision Engineer V (Imaging Simulation Engineer)
Location : Onsite in Sunnyvale, CA
Pay Rate
: $128.14, W2 Duration : 12 months, possibility for extension
Job Description - Imaging Simulation Engineer
Client is a world leader in the design of virtual and augmented reality systems. Come work alongside technology visionaries and research scientists to create the technology that makes VR and AR pervasive and universal. Join the adventure of a lifetime as we make science fiction real and change the world. The Cameras Architecture Team is looking for an Imaging Simulation 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 client's product vision. The ideal candidate will have hands-on experiences with lab equipment and familiarity with camera test methodologies.
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) algorithms and pipeline. Experience coding in languages such as MATLAB, Python, C/C++, preferably CUDA; ability to design code for efficiency, and target different platforms such as GPU, Cloud, and others Experience in image quality testing of camera systems and familiarity with image quality metrics and analysis Hands-on experience in the development of lab setups for camera system performance study Experience in camera calibration and modeling of imaging systems Familiarity 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:
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:
Understanding of image formation, capturing, and processing pipeline and techniques Python/MATLAB programming, shell scripting skills Understanding of subjective and objective image quality evaluation metrics and testing procedures
Nice-to-Have Skills:
Hands-on experience in the development of lab setups for camera system performance study Experience in camera calibration and modeling of imaging systems Candidates with experience at Google or Apple Years of Experience:
10+ years required
Education:
Bachelor's required, Master's or PhD preferred
Pursuant to the California Fair Chance Act, Los Angeles County Fair Chance Ordinance for Employers, Los Angeles Fair Chance Initiative for Hiring Ordinance, and San Francisco Fair Chance Ordinance, qualified applicants will be considered for assignment with arrest and conviction records. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness, meet client expectations, standards, and accompanying requirements, and safeguard business operations and company reputation.
: $128.14, W2 Duration : 12 months, possibility for extension
Job Description - Imaging Simulation Engineer
Client is a world leader in the design of virtual and augmented reality systems. Come work alongside technology visionaries and research scientists to create the technology that makes VR and AR pervasive and universal. Join the adventure of a lifetime as we make science fiction real and change the world. The Cameras Architecture Team is looking for an Imaging Simulation 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 client's product vision. The ideal candidate will have hands-on experiences with lab equipment and familiarity with camera test methodologies.
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) algorithms and pipeline. Experience coding in languages such as MATLAB, Python, C/C++, preferably CUDA; ability to design code for efficiency, and target different platforms such as GPU, Cloud, and others Experience in image quality testing of camera systems and familiarity with image quality metrics and analysis Hands-on experience in the development of lab setups for camera system performance study Experience in camera calibration and modeling of imaging systems Familiarity 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:
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:
Understanding of image formation, capturing, and processing pipeline and techniques Python/MATLAB programming, shell scripting skills Understanding of subjective and objective image quality evaluation metrics and testing procedures
Nice-to-Have Skills:
Hands-on experience in the development of lab setups for camera system performance study Experience in camera calibration and modeling of imaging systems Candidates with experience at Google or Apple Years of Experience:
10+ years required
Education:
Bachelor's required, Master's or PhD preferred
Pursuant to the California Fair Chance Act, Los Angeles County Fair Chance Ordinance for Employers, Los Angeles Fair Chance Initiative for Hiring Ordinance, and San Francisco Fair Chance Ordinance, qualified applicants will be considered for assignment with arrest and conviction records. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness, meet client expectations, standards, and accompanying requirements, and safeguard business operations and company reputation.