Ingénieur Machine Learning – IA générative (3D et rendu temps réel)

About

We are looking for a machine learning engineer specializing in generative AI to join our team in Paris.

In this role, you will design, develop, and optimize advanced generative AI systems dedicated to real-time photorealistic rendering and 3D applications. You will work at the interface between deep learning and computer graphics, in close collaboration with the rendering and graphics engine teams, to integrate cutting-edge technologies into production environments.

You will work on complex problems such as inference latency reduction, controllable generation, and the deployment of generative models in real-time systems.

Minimum Qualifications

• PhD in Computer Science, Mathematics, Electrical Engineering, or a related field; OR
• Master's degree with at least 2 years of relevant professional experience; OR
• Bachelor's degree with at least 4 years of relevant professional experience
• Excellent command of deep learning, neural networks, and generative models (diffusion, GANs, transformers)
• Hands-on experience with modern frameworks (PyTorch, JAX, TensorFlow)
• Very good Python programming skills
• Strong analytical, problem-solving, and communication skills
• Ability to thrive in a multidisciplinary, fast-paced, research-oriented environment

Desired Qualifications

• Experience in 3D vision, neural rendering, or photorealistic rendering pipelines
• Familiarity with graphics engines (Unreal Engine, Unity) or proprietary 3D engines
• Experience with multimodal and large-scale models (e.g., text-to-3D, video generation)
• Knowledge of NeRF, Gaussian Splatting, or neural scene representations
• Experience in optimization for real-time inference (TensorRT, ONNX, quantization, distillation)
• Experience in GPU programming (CUDA, Triton, or equivalent)
• Publications in major conferences (NeurIPS, CVPR, ICML, ICLR, SIGGRAPH, ECCV)
• Experience integrating machine learning models into production (graphics, AR/VR, simulation)
• Open-source contributions or collaborations with research labs

Main Responsibilities

• Develop and optimize cutting-edge generative AI systems for real-time photorealistic rendering and 3D
• Design pipelines for controllable, high-fidelity, low-latency generation
• Collaborate with graphics teams to integrate models into real-time engines
• Prototype, evaluate, and industrialize 2D/3D content generation algorithms
• Advance neural rendering and scene generation techniques
• Improve the efficiency, scalability, and deployment performance of models
• Maintain scientific awareness and rapidly experiment with new approaches
• Work cross-functionally with product teams to align technical solutions with business objectives

What We Offer

• The opportunity to work at the forefront of generative AI, 3D vision, and real-time rendering
• A dynamic, research-oriented environment with a concrete impact on products
• A culture that values technical excellence, autonomy, and creativity
• Highly attractive compensation

If you are passionate about generative AI, real-time photorealistic rendering, and 3D systems, and wish to contribute to the next generation of AI-based graphics pipelines, we would be delighted to talk with you.