Senior Machine Learning Engineer-Perception
MotionalFull Time
Senior (5 to 8 years)
Candidates must possess a Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field, coupled with at least 4 years of relevant experience, or a Master's degree and 2+ years of experience, or a PhD. A minimum of 4 years of experience is required in machine learning, with a demonstrated history of developing and deploying deep learning solutions using frameworks like PyTorch or Tensorflow. Experience in developing perception systems utilizing sensors such as cameras, LiDAR, and RADAR, along with experience in developing object detection, lane detection, or semantic segmentation models, is essential. Additionally, candidates need at least 4 years of development experience in Python/C++ environments. Experience with transformer models, diffusion models, or vision language models (VLM) is considered a plus.
The Senior Software Engineer will develop auto-labeling and data augmentation solutions to address data diversity and annotation needs for onboard perception. This role involves reading literature, analyzing raw data, and designing state-of-the-art solutions. Collaboration with perception experts and roboticists is key for algorithm design, prototyping, testing, cloud deployment, and productization. The engineer will develop clean and efficient software for auto-labeling and data augmentation modules that interface with consumer modules like perception and resimulation. Building and maintaining industry-leading software practices and principles is also a core responsibility, alongside demonstrating initiative and being a valued team member in a fast-paced environment.
Develops automated driving technologies for vehicles
Latitude AI develops automated driving technologies aimed at enhancing the driving experience. Their primary product is a hands-free, eyes-off driver assist system designed for next-generation Ford vehicles. This system allows drivers to engage in other activities while the vehicle manages driving tasks, thereby making driving safer and less stressful. Latitude AI stands out from competitors by combining the agility of a startup with the manufacturing capabilities of Ford, enabling rapid development and integration of advanced technologies into vehicles. The company's goal is to redefine how people interact with their cars, improving safety and providing drivers with more free time during their journeys.