3D Deep Learning Engineer / (also open to internships) - HYPOTHETIC｜Meet.jobs

About the jobThe Role

Hypothetic is looking for an experienced ML Engineer to join our team for an exciting and challenging internship. We need a strong technical contributor with a deep understanding of 3D graphics to help us implement the latest 3D technologies - from real-time rendering to 3D-mesh processing - into our machine learning pipelines. We are seeking interns who will thrive in a startup culture working alongside teammates and write tools that will shape our products and the future of 3D content creation.

Potential Responsibilities

Collaborate directly with Hypothetic’s core team to:

 

 Build, manage and prepare a unique 3D dataset for our deep learning engine

Develop ML friendly 3D shape representations

Develop state-of-the-art deep learning algorithms for 3D geometry processing

Read, implement and improve the latest papers in this field

Rapid prototyping of ideas, approaches, methods etc.

 

Requirements

 

BSc (or higher) in Computer Science, Software Engineering or a similar field of study

Proficient with machine learning and deep learning processing 3D data (Mesh, Voxel, Point Clouds, etc)

Solid understanding of 3D math and modern 3D graphics and geometry

Proficient in Python, Pytorch and experienced in C++

Experience using version control software

Excellent communication, interpersonal, and presentation skills

Ability to learn fast and deliver quickly

 

Nice to have:

 

Experience developing low level 3D graphics algorithms

Experience working in the gaming industry is a huge plus

Familiar with 3D modeling

Experience with Pytorch3D, big plus

Experience with 3D DCC tools such as Blender, Houdini, or Maya

Experience with Unreal Engine (UE5)

Experience with shaders and low level graphics APIs ( OpenGL/WebGL/DirectX )

Familiar with real-time rendering

Familiar with differential rendering

 

Benefits

 

Opportunity to shape the early stages of the product development of a fast-growing startup.

A chance to work closely with the founders and the ability to truly impact business decisions.

Flexible in terms of working schedule.

Working with a top-level team experienced in developing world-leading machine learning software.

Industry competitive compensation

 

Location:

 

Remote