Senior Software Engineer - Machine Learning - Multi-Object Tracking

Latitude AI is an automated driving technology company developing advanced driver assist systems for Ford vehicles. The Senior Software Engineer will focus on developing machine learning models for multi-object tracking and road feature estimation, ensuring these solutions transition successfully from research to production-level implementation.

Responsibilities:

• Develop spatio-temporal machine learning models for multi-object tracking and uncertainty estimation
• Develop machine learning models to estimate road features, lane markings, road shape and road topology
• Read literature, analyze raw data, and design state-of-the-art solutions
• Transition solutions from the lab to the test track and public roads to ensure successful production-level implementation
• Collaborate with perception experts and experienced roboticist on algorithm design, prototyping, testing, deployment, and productization
• Build and maintain industry-leading software practices and principles
• Develop clean and efficient software for perception modules interfacing with other key modules
• Show initiative and be a valued team member in a fast-paced, innovative, and entrepreneurial environment

Requirements:

• Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 4+ years of relevant experience (or Master's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 2+ years of relevant experience)
• Experience in developing multi-object tracking systems using machine learning models
• Relevant knowledge and experience in machine learning, with a proven track record of developing and deploying deep learning solutions using PyTorch or similar frameworks
• Strong experience in computer vision, perception, and deep learning
• Proven experience in shipping perception software products to industry or consumers
• At least 4 years of development experience in Python/C++ environment
• Ph.D. with machine learning focus, or equivalent experience
• Experience developing and deploying machine learning models with compute constraints