3D Machine Learning Engineer Opportunity

covision media company

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3D Machine Learning Engineer in ITALY

Visa sponsorship 10 months ago

Covision Media is the leading 3D scanning company in the world. We leverage state-of-the-art in Computer Vision and Machine Learning to scan highest quality, relightable 3D models of objects and products at scale.


Our 3D scanners are used globally by customers such as Meta, adidas, NUREG, Inditex (ZARA, Massimo Dutti, etc.), Gucci, Salomon, Quad, and other leading brands, content creation studios, and technology companies to mass produce tens of thousands of 3D assets per year. 


Our international team of engineers is continuously looking to complement the team with the best talents that want to push the company to the next level. If you are hungry, brilliant and you want to join an exciting and driven company at an early stage, then this is for you.


More info about us and our technology here our website: https://www.covisionmedialab.com/en and on Linkedin: https://www.linkedin.com/showcase/covision-media 


Or alternatively in this NVIDIA A.I. Blog article: https://blogs.nvidia.com/blog/covision-adidas-rtx-ai/


Position Overview

3D reconstruction of objects and products is challenging, especially for reflective or transparent surfaces and complex object topologies. We are looking for a 3D machine learning engineer in the field of neural inverse rendering to push our 3D scanning technology to the next level.


Main Responsibilities


Development of 3D reconstruction pipeline

  • Drive the development of algorithms and models for relightable 3D reconstruction as well as 3D and material understanding
  • Develop innovative solutions to add physical priors into AI models and neural inverse rendering techniques for appearance and geometry
  • Implement clean, maintainable, and efficient code that can go into production.


Collaboration and Interaction

  • Collaborate daily with our team of software engineers, machine learning experts, system developers, and researchers and actively propose solutions.
  • Interact with our global client base, such as Meta, adidas, Inditex Group and Quad, to collect requirements and feedback that guide our developments.


Qualifications:
  • Master's degree in computer science or related field required
  • 3+ years of work experience, preferably in a dep-tech start-up
  • Strong programming skills (Python, C++, or similar)
  • Proven track record in the area Neural Inverse Rendering (e.g. NeRF, gaussian splatting, material decomposition)
  • Expertise in deep learning frameworks (e.g., TensorFlow, PyTorch) and differentiable rendering frameworks
  • Ability to work on complex problems and contribute to innovative solutions.


Nice to have:

  • Experience with image processing, computer graphics, and classical CV/ML techniques
  • Experience with Generative AI models for 3D
  • Experience with CUDA
  • Experience with TensorRT and MLOps best practices
  • SfM, multi-view geometry, structured light, point cloud and mesh processing


Benefits:

  • Competitive salary package including stock-options
  • Amazing office space in the Dolomites located at the Durst Group 
  • Personal and professional growth opportunities: Take over and own important parts of product development and help us blitz-scale
  • Flexible working hours and work-from-home policy for 1 day/week
  • Learning and Development: Participate in CVML, AI, startup conferences globally
  • Lunch voucher for working days
  • We assist with relocation and offer visa sponsorships.


This is a FULL-TIME role located onsite at our Bressanone/Dolomites offices (South Tyrol region, Italy). For exceptional candidates part-time remote employment options might apply. If you are interested, please send an email with your resume to careers@covisionmedia.ai



Apply now

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