Computer Vision Engineer III

SGS_JOB_1849

Engineering
Remote
Python
SQL
C++
3D Blender Tools
Graphics
Scene Generation

Contract - 6 Months

We are looking for a computer graphics engineer to work with the team on developing synthetic data to train and validate 3D Machine Learning features in Wearable products. A successful engineer will have deep development experience in C++ / Python, as well as with 3D packages such as Blender, particularly in the domain of scene generation (both exterior and interiors). An extra plus would also be experience or interest in ML based rendering techniques. Surrounding team & key projects: Apart of the wearables device team working on rendering images in outdoor/indoor scenes for VR, Building 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) Candidate must be good at maintaining timelines and working closely with other engineers/technical artists on projects. Ideal background: Computer vision and Film + Game industries.

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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