Synthetic Data Engineer- VCV Synthetic Data Group

Company:
Location: San Diego, CA

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Summary

Posted: May 25, 2021
Weekly Hours: 40
Role Number:200251382
Apple is seeking a Synthetic Data Engineer who is exceptionally creative and innovative to join a team of industry-leading developers in their pursuit of high quality procedural content for synthetic character. Design and implement character workflows and procedural systems while working closely with a small team in a collaborative nature. Be forward-thinking in a fast paced, start-up environment with a drive to enable a team to scale productively and efficiently. The individual should be able to collaborate with multi-functional teams (ML research, engineering, technical artists, production, and outsourcing) to develop pipelines and generate data for synthetic character to build software solutions for Apple’s next generation products!
To succeed within this role, you should have shown experience in several of the following areas:
Key Qualifications
  • Excellent programming skills in Python and/or C/C++ in a Linux/and or macOS environment
  • Deep understanding of proceduralism in computer graphics
  • Good understanding in 3D geometry and linear algebra
  • Extensive knowledge of anatomy-based character rigging, look development for photo-realistic character development
  • Proficiency in 3D graphics applications such as Maya, Houdini or others
  • Good understanding of modern shading/rendering methodologies such as PBS/PBR, IBL
  • Excellent problem solving, critical thinking, and communication skills
Description
Apple makes the newest technologies accessible to create amazing user experiences. You will have the opportunity to work in a multi-functional team to provide synthetic character data to develop innovative computer vision and machine learning algorithms. You will need a keen understanding and deep experience in all aspects of character development - photogrammetry, shading, rigging, simulation, and pipelines for offline and real-time environments.
Education & Experience
BS in computer science, computer graphics, digital media or equivalent experience
Additional Requirements

    Familiarity with containerization (Docker, Kubernetes, etc)

    Familiarity with sensor/tracking related technologies

    Experience on camera/depth sensing device/optical device test would be a plus

    Exposure or experience in computer vision and/or deep learning is a big bonus

    Experience with real-time rendering engines

*** Mention DataYoshi when applying ***

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