Job Description

Job Responsibilities:

• Work with engineers and technical artists to build and render procedural / ML techniques for creating indoor and outdoor scenes.
• Contribute to scaled rendering pipelines generating millions of image frames.
• Partner with Computer Vision / Machine Learning teams on dataset creation including requirements and deliveries.
• Build scaled workflows encompassing an entire render pipeline from sensor simulation and scene generation to rendering and ground truth creation (creating semantic segmentation, depth, normals, etc).
• Study state-of-the-art algorithms in the field of camera-based signal processing.
• Assess and recommend emerging technologies through close partnership with external, industry leading suppliers.
• Analyze and improve efficiency of algorithms.

Skills:

• Expert knowledge of Python / C++
• Experience in at least one graphics system (Blender preferred)
• Strong general computer graphics knowledge and experience
• Excellent communication skills both verbal and written.
• Strong analytical and problem-solving skills.
• Preferred: Knowledge in 3D computer vision / machine learning
• Python, SQL,  C++
• Familiarity 3d blender tools, procedural scene generation tool, computer graphics experience (raytracing).
• Excellent communication skills both verbal and written.
• Knowledge in 3D computer vision / machine learning.
• Big-Tech Experience or Gaming/Film.
• Experience or interest in ML based rendering techniques.

Education/Experience:

• Master degree in software engineering / computer science / computer graphics

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