We are seeking a 3D Developer who will play a key role in creating, optimizing, and refining high-quality 3D models and simulations for AI-driven applications. This role has two main components: creating realistic 3D objects and writing pipelines that create large randomised data sets. We place more emphasis on the latter aspect, which means we are looking for a programmer with some experience in 3D tooling. In this role, you will collaborate closely with our AI engineers and technical teams to digitize real-world objects, fine-tune synthetic data generation, and contribute to the development of accurate, scalable datasets for training AI models with impact.
Responsibilities:
Create and optimize detailed 3D models of real-world objects, ensuring high levels of accuracy and realism.
Create procedural modelling pipelines that are able to generate thousands of images at the press of a button. Designing a realistic 3D object is one thing, but making it randomisable in shape, texture, material, etc. is another challenge!
Develop, fine-tune, and maintain synthetic data generation pipelines to enhance AI model training and testing.
Collaborate with AI teams to ensure that generated data meets the required quality and diversity standards for machine learning models.
Improve existing simulation workflows, focusing on scalability, automation, and seamless integration with AI pipelines.
Design and implement efficient processes for handling large-scale 3D datasets, including data management, version control, and experiment tracking.
Ensure the fidelity and consistency of synthetic datasets by performing validation and quality checks.
Work closely with engineers and developers to integrate simulation assets and synthetic data into production AI models for real-time inference and decision-making.
Continuously explore new tools, techniques, and technologies to improve 3D modeling and synthetic data generation processes.
The ideal candidate is a developer who is passionate about 3D modeling, simulation, and has a keen interest in contributing to sustainable AI advancements through high-quality synthetic data creation.
