(Senior) Software Engineer (Deep Learning)

Join our team as a (Senior) Software Engineer specializing in Deep Learning. You will work with experts in self-driving vehicles, focusing on software architecture, design, and the development of large-scale foundation models. Your role will involve framing real-world problems into well-defined ML problems, applying cutting-edge ML approaches, and optimizing deep learning models for real-time applications. You will also benefit from comprehensive medical, dental, and vision insurance, generous PTO, daily meals, equity opportunities, retirement plans, and frequent tech talks.

• Collaborer avec des experts en véhicules autonomes pour concevoir et mettre en œuvre des architectures logicielles.
• Concevoir et développer des modèles de fondation à grande échelle, en les adaptant à des problèmes réels.
• Développer et déployer des modèles d'apprentissage profond, y compris des modèles de langage vision (VLM) et des modèles de langage large (LLM).
• Master in Computer Science, or at least 2 years of equivalent industry experience in similar technical fields
• Experience in applied machine learning including data collection and analysis, evaluation and feature engineering
• Expertise in C++/Python
• Solid understanding of data structures, algorithms, parallel computing, code optimization and large scale data processing
• Strong communication skills and team spirit
• Experience in deploying deep learning algorithms for real time applications, with limited computing resources
• PhD in Deep Learning, Machine Learning, Robotics, Natural Language Processing, or similar technical field of study
• Experience in applying ML/DL for behavior prediction, imitation learning, motion planning
• Experience in convex optimization, computational geometry or linear algebra
• Experience in GPU/CUDA/TensorRT
• Publications on top-tier conferences like CVPR/ICCV/ECCV/ICLR/ICML/NeurIPS/ICLR/AAAI/IJCV/PAMI