The Machine Learning Staff Engineer at TomTom will play a crucial role in advancing the company's ADAS Online technology by driving the algorithmic direction of their in-vehicle spatial awareness stack. Responsibilities include defining technical roadmaps, designing ML models for 3D awareness, and providing mentorship to engineers. Candidates should have over 7 years of experience in machine learning and deep learning architectures, with strong skills in frameworks like PyTorch.