Senior Software Engineer, Perception Applications

Latitude AI•Detroit, MI

21h

About The Position

Latitude AI ( lat.ai ) develops automated driving technologies, including L3, for Ford vehicles at scale. We’re driven by the opportunity to reimagine what it’s like to drive and make travel safer, less stressful, and more enjoyable for everyone. When you join the Latitude team, you’ll work alongside leading experts across machine learning and robotics, cloud platforms, mapping, sensors and compute systems, test operations, systems and safety engineering – all dedicated to making a real, positive impact on the driving experience for millions of people. As a Ford Motor Company subsidiary, we operate independently to develop automated driving technology at the speed of a technology startup. Latitude is headquartered in Pittsburgh with engineering centers in Dearborn, Mich., and Palo Alto, Calif. Meet the team: The Perception Applications team is a group of highly skilled and experienced professionals who specialize in cutting-edge computer vision and machine learning technology. Together, we collaborate to create advanced perception models that are capable of perceiving the environment from sensor data. The perception outputs are then utilized by various downstream autonomy consumers for a variety of ADAS features. The team's primary focus is on developing compute-efficient, multi-view, multi-sensor deep learning models that can perform a wide range of tasks including object detection, classification, and segmentation. The ultimate goal is to take these algorithms from the lab to the road, ensuring that they are optimized for onboard performance and able to function as production-grade vision systems on vehicles. To achieve this goal, the team constantly stays up-to-date with the latest research literature and pushes the boundaries of what is possible. We are dedicated to developing cutting-edge ML algorithms and models that can help vehicles reason about the world around them in real-time.

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 and 2+ years of relevant experience, or PhD)
Expert-level knowledge and experience in machine learning, with a proven track record of developing and deploying deep learning solutions using PyTorch, Tensorflow, or similar frameworks
Experience in developing perception systems using sensors such as Camera, Radar, and LiDAR
Strong experience in computer vision, perception, and point cloud processing
Proven experience in shipping computer vision software products to industry or consumers
At least 3 years of development experience in Python/C++ environments

Nice To Haves

Experience developing and deploying temporal computer vision models (for instance, video activity recognition or using multiple frames for improved results on other tasks)

Responsibilities

Develop spatio-temporal machine learning models for object detection, classification, segmentation, etc
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 roboticists 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

Benefits

Competitive compensation packages
High-quality individual and family medical, dental, and vision insurance
Health savings account with available employer match
Employer-matched 401(k) retirement plan with immediate vesting
Employer-paid group term life insurance and the option to elect voluntary life insurance
Paid parental leave
Paid medical leave
Unlimited vacation
15 paid holidays
Daily lunches, snacks, and beverages available in all office locations
Pre-tax spending accounts for healthcare and dependent care expenses
Pre-tax commuter benefits
Monthly wellness stipend
Adoption/Surrogacy support program
Backup child and elder care program
Professional development reimbursement
Employee assistance program
Discounted programs that include legal services, identity theft protection, pet insurance, and more
Company and team bonding outlets: employee resource groups, quarterly team activity stipend, and wellness initiatives