Latitude AI ยท 1 day ago
Senior Software Engineer, Perception State Estimation
Detroit Metro
Full-time
Onsite
Mid, Senior Level
$179K/yr - $269K/yr
4+ years expLatitude AI is a company that develops automated driving technologies, including L3 for Ford vehicles at scale. The Senior Software Engineer in Perception State Estimation will focus on developing machine learning models and algorithms for multi-object tracking and state estimation to enhance onboard performance of vehicles.
Artificial Intelligence (AI)Information Technology
Responsibilities
Develop machine learning models and Bayesian filtering algorithms for multi-object tracking, state estimation, and uncertainty estimation
Develop estimation algorithms for road feature estimation such as lane lines and speed limit as well as estimating the road shape
Develop forecasting algorithms for actors in the scene to estimate time-to-collision and threat levels for automatic emergency braking
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
Qualification
Required
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)
Relevant knowledge and experience in machine learning, with a proven track record of developing and deploying deep learning solutions using PyTorch or similar frameworks
Experience in developing multi-object tracking systems using classical algorithms or machine learning algorithms
Strong experience in deep learning, Bayesian filtering, and optimization algorithms
Proven experience in shipping perception software products to industry or consumers
At least 4 years of development experience in Python/C++ environment
Preferred
Ph.D. with machine learning focus, or equivalent experience
Experience developing and deploying machine learning models with compute constraints
Benefits
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
Company
Latitude AI
Latitude AI is a wholly owned subsidiary of Ford Motor Company that develops automated driving technologies.
501-1000 employees
H1B Sponsorship
Latitude AI has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (4)
Funding
Current Stage
Late StageLeadership Team
Sammy Omari
Chief Executive Officer
Peter Carr
Chief Technology Officer
Recent News
Company data provided by crunchbase