Senior Computer Vision Engineer, Imaging
3 weeks ago
Senior Computer Vision Engineer, Imaging & Simulation
Our mission at DigitalFish is to help our customers derive transformative value across their organizations by building next-generation technologies that define the future of digital-media creation and consumption for millions of users.
We have partnered with leading digital media companies, and are at the center of their efforts to build a new generation of platforms and experiences. Current and past customers include Apple, Google, Meta, Disney, DreamWorks, Activision, Technicolor, ESPN, LEGO, NASA and many others.
THE ROLE
As part of a small and dynamic team, you'll play a pivotal role in advancing imaging technology for camera capture while developing end-to-end high fidelity, high accuracy, and photo reality camera simulator. The scope of these projects will encompass collaborating with camera architects and other teams such as systems, optics, algorithm development and IQ team, to execute, validate and improve camera simulation for purposes like architecture validation and component down selection.
WHAT YOU'LL DO
- 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
WHO YOU ARE
- MS/PhD degree in Computer Science, 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
- Proof of eligibility to work in the United States
COMPENSATION & BENEFITS
- The annual salary range for this position is $180,000 to $210,000 plus equity (per qualifications)
- The base pay actually offered will take into account internal parity, job-related knowledge, skills, and experience among other factors
- Health Insurance - Medical, Dental, Vision and Life Insurance
- Discounts on movie tickets, theme parks, hotels, Broadway and Vegas shows, shopping partners & more
- Flexible working environment and more
ADDITIONAL INFO
DigitalFish is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined to ensure that no applicant experiences discrimination on the basis of sex, race, ethnicity, religion or belief, disability, age, gender identity, ancestry, sexual orientation, veteran status, marriage and civil partnership, pregnancy and maternity, or any other basis prohibited by applicable law.
DigitalFish is not able to sponsor immigration petitions for this role at this time.
All applicants must have the right to work in the United States.
We look forward to hearing from you
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