Senior Computer Vision Engineer - Camera Simulation & Imaging

SGS Consulting; Washington (District of Columbia); On-site; USD 120,000 - 160,000; Full time

Job summary

SGS Consulting is seeking an imaging software simulation specialist to collaborate with camera architects and cross-functional teams in validating and improving camera simulation capabilities. The role entails building software simulators for hardware-before-delivery and enabling advanced HW explorations for consumer camera products.

You will develop state-of-the-art imaging software tools, investigate modern simulation methods, and bring up lab setups for data acquisition to support design

Qualifications

• Knowledge of image formation process (spectrum, optics/aberrations, PSF, sensor noise, Fourier theory) for modeling imaging phenomena.
• Experience in developing and tuning ISP algorithms and pipelines.
• Proficient coding in MATLAB, Python, C/C++, with CUDA experience for GPU targets.
• Experience in image quality testing and familiarity with image quality metrics.
• Hands-on lab experience for camera system performance studies and data collection.

Responsibilities

• Collaborate with camera architects and cross-functional teams to develop and validate camera simulation.
• Build a software simulator to model hardware before availability for multiple camera products.
• Develop and validate imaging software simulation tools for HW explorations and ML dataset generation.
• Investigate imaging simulation methods (ISET, ZEMAX, non-sequential ray tracing) for realistic camera behavior.
• Set up and maintain lab equipment for image data acquisition to support design studies.
• Develop and document camera test methodologies for 2D/3D system performance.

Skills

Lab setups

Camera calibration

Imaging systems modeling

Python/ MATLAB programming

Image quality evaluation

Independent project management

Education

Image formation process knowledge

ISP algorithms development

C/C++, CUDA programming

Image quality testing experience

Lab equipment handling

Tools

MATLAB

Python

C/C++

CUDA

Shell scripting

Job description

SGS Consulting is seeking an imaging software simulation specialist to collaborate with camera architects and cross-functional teams in validating and improving camera simulation capabilities. The role entails building software simulators for hardware-before-delivery and enabling advanced HW explorations for consumer camera products.

You will develop state-of-the-art imaging software tools, investigate modern simulation methods, and bring up lab setups for data acquisition to support design