Senior Machine Learning Engineer, Diffusion & Reconstruction(m/w/x)

Description

As a Senior Machine Learning Engineer, you will focus on creating cutting-edge ML models for 3D reconstruction, optimizing performance, and collaborating with various engineering teams to deliver comprehensive solutions.

Requirements

• •Advanced degree: MS or PhD in ML, computer vision, robotics, or related field
• •Deep ML expertise with deep learning frameworks and large model development
• •Strong engineering skills in production quality code
• •Experience with 3D vision or reconstruction and modern 3D representation learning
• •Generative model background with diffusion models or neural rendering
• •Hands-on experience in developing and deploying production-level machine learning models
• •Research background in video diffusion models, LoRA fine-tuning, or feed-forward reconstruction
• •Industry knowledge of autonomous systems landscape and machine learning applications
• •Publication record in top-tier conferences or journals related to machine learning

Tasks

• •Design and implement video-to-video diffusion models
• •Develop efficient 4D feed-forward reconstruction methods
• •Optimize models and pipelines for large-scale Replica environments
• •Ship robust, documented ML components integrated with Replica tooling
• •Collaborate with simulation, rendering, and infrastructure engineers

Tools & Technologies

Benefits