Machine Learning Engineer

Machine Learning Engineer Up to £100,000 + Benefits London (Fully Onsite) About the Role This deep tech startup is revolutionizing the 3D digital world with innovative solutions that enable creators to produce ultra-realistic content faster and at scale. Their technology captures real-world objects and predicts material properties to create production-ready digital replicas. Key Responsibilities

• Research and develop cutting-edge approaches in generative 3D models, neural rendering, and inverse rendering.
• Apply techniques such as 3D fusion models, signed distance fields, and neural rendering to create advanced 3D solutions.
• Train and deploy models on new datasets, ensuring quality results that align with real-world use cases.
• Own and drive your own research area while collaborating with the team to share insights and advance projects.
• Use AWS for model training, data preparation, and sourcing relevant data.
• Contribute to the development of appearance-based work (e.g., BRDF, PBR, re-lighting) using computer graphics and rendering knowledge.

• Strong background in machine learning, computer graphics, rendering, or related fields
• Experience with generative 3D models, neural rendering, or inverse rendering techniques.
• Familiarity with tools like signed distance fields, 3D fusion models, and neural rendering.
• Practical experience with AWS for model training and data sourcing.
• Strong problem-solving skills and ability to take ownership of your research area.
• Master’s degree or equivalent in a relevant field
• Knowledge of 3D production and appearance-based work (e.g., BRDF, PBR) is a plus