Synthetic Data Senior Developer (BB-35550)

Found in: Neuvoo IL


Primary Function of Position: 

Develop infrastructure to support rapid production of photorealistic, animated, physically accurate synthetic surgical footage to be used for machine learning models training in clinical applications.

  • Writing C++ and\or C# code in Unreal Engine and\or Unity.
  • Support the development and automation of the data pipeline through general-purpose programming.
  • Work with ML development teams, product teams and clinicians to gather requirements and produce specific surgical footage and images
  • Work with 3D technical artists to integrate custom content generation tools for different clinical procedure types. 
  • Roles and Responsibilities: 

    This position has responsibility and authority for:

  • General purpose 3D graphics development. 
  • Working in a shared code base of the synthetic data team and other teams in the organization. 
  • Find the sweet spots between performance optimization, robustness and visual fidelity. 
  • Design and write internal validation tests and reports. 
  • Work with clinicians, product managers and the ML teams to gather requirements and integrate them into the development plans.
  • Skill/Job Requirements:

    In order to adequately perform the responsibilities of this position the individual must have:

    Key Qualifications/Experience 

  • At least 5 years of experience working as graphics \ simulation developer 
  • At least 5 years of experience C++ and\or C# coding and architecture 
  • BSc in Computer science, math or physics 
  • Deep understanding of 3D renders pipeline.
  • Ability to learn and work independently to deliver high quality code 
  • Strong mathematical skills (primarily linear algebra)
  • Experience using Unreal Engine and\or Unity
  • Experience in simulation and interaction of soft and\or rigid bodies. 
  • Nice to have 

  • Python scripting. 
  • Blender or other 3D modeling platforms experience (Big advantage for Houdini). 
  • ML and\or Computer vision experience 
  • Experience with cloud environments (AWS, GCP, dockers etc.) 
  • Experience with medical applications \ medical imaging application development. 
  • Travel: No

    Shift: Shift 1 - Day

    Job level:

    calendar_today3 days ago

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