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 R&D Procedural CG/ML Engineer- VCV-Synthetic Data Group - Seattle, Washington, United States

Job information
Posted by: Apple 
Hiring entity type: Retail 
Work authorization: Not Specified for United States
Position type: Direct Hire, Full-Time 
Compensation: ******
Benefits: See below
Relocation: Not specified 
Position functions: Other
Travel: Unspecified 
Accept candidates: from anywhere 
Languages: English - Fluent
Minimum education: See below 
Minimum years experience: See below 
Resumes accepted in: English
Cover letter: No cover letter requested
Job code: 200330398 / Latpro-3853067 
Date posted: Jan-08-2022
State, Zip: Washington, 98199


R&D Procedural CG/ML Engineer- VCV-Synthetic Data Group

Seattle , Washington , United States

Machine Learning and AI


Posted: Jan 7, 2022

Role Number: 200330398

Apple's Synthetic Data Group is looking for an experienced Procedural Engineer to help scale our next generation synthetic data workflows for machine learning and synthetic data engineers. The ideal candidate will thrive in a fast paced start-up style environment and be able to function well in a multi functional team addressing both immediate technical needs and providing long term solutions. Experience producing large scale procedural solutions to common production content generation is a requirement. Knowledge of production in games, films, or VFX will help translate internal and external needs, as will a background and exposure to Machine Learning algorithms. To succeed within this role, you should have shown experience in several of the following areas:

Key Qualifications

  • Experience in generating procedural content in modern frameworks and pipelines
  • Expert level Houdini or equivalent experience
  • Hands on experience with development of tools and workflows in a production environment in films, games, or 3D simulations
  • Production experience focused on large scale content generation in FX, crowds, or other similar fields
  • 5+ years of experience developing applications and or producing procedural content
  • Experience building workflows for engineers, and technical and non technical artists
  • Experience with proceduralism in asset and 3D scene construction
  • Familiarity with various 3D graphics algorithms, and data-structures
  • Extensive experience in Python, C++, Git, Perforce, Jira, and/or an equivalent
  • Excellent debugging skills


Help create and define the workflows used by Synthetic Data Engineers and Machine Learning Engineers as they help shape the growing field. The role will span problem spaces from procedural scene generation, character generation, 3d algorithms and optimization. The role will have a focus on building procedural workflows for optimizing synthetic data workflows and generation. A heavy focus on 3D proceduralism and automation will be key to help scale the Synthetic Data Groups efforts to provide synthetic data to help train innovative machine learning algorithms. You should be comfortable in a R&D environment with rapid changing goals and requirements.

Education & Experience

BS or MS in Computer Science and/or equivalent industry experience

Additional Requirements

  • Experience working with ML pipelines processing vast amount of 3D data
  • Experience developing custom plugins for 3D DCC applications
  • Ability to work with with artists and engineers to assess technical requirements and designs
  • Strong linear algebra and computer vision backgrounds a plus


See job description


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