Computer Vision Engineer III, Senior (Rendering and Simulation)

About the role

The ideal candidate will:

• Quickly get up to speed with the current codebase, architecture, and data pipelines, identifying improvement opportunities and documenting key components.
• Accelerate rendering with GPU compute.
• Design and implement CUDA-based kernels to achieve real-time or faster than real-time performance for ray-traced scene generation.
• Implement high fidelity camera models.
• Collaborate with optical engineers to translate sensor characteristics into accurate simulation environments.
• Work with and update the C++ API.

Responsibilities

The ideal candidate will:

• Integrate and validate the rendering engine into downstream simulation pipelines.
• Define test cases, compare simulation results against analytical/ground-truth data, document V&V evidence, and support formal review packages.
• Debug computer vision algorithm performance in the simulation by debugging the underlying code and using visualizations to diagnose issues.
• Collaborate with embedded-hardware, optics, and systems teams to ensure the simulation reflects actual hardware behavior and integrates smoothly with downstream toolchains.

Requirements

• Knowledge of physically-based rendering techniques, material models, and radiometric accuracy.
• Experience with ray-tracing engines.
• Familiarity with rendering pipelines and generating synthetic imagery.
• Experience with camera optics and sensor modeling.
• Experience with containerization (Docker).

Qualifications

• Desired Skills: Bachelor’s degree in Computer Science, Electrical Engineering, Mathematics, or a related technical field (or equivalent professional experience) with 3+ years of software development experience.

Skills

• Proficiency in modern C++ (C++14/17/20).
• Demonstrated ability to develop CUDA kernels.
• Hands-on experience writing and debugging CUDA (or equivalent) kernels.
• Familiarity with GPU architectures, GPU memory hierarchies, and trade-offs between compute and memory bandwidth.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
• Experience with implementing computer graphics algorithms.
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