Note: The job is a remote job and is open to candidates in USA. Latitude AI is developing automated driving and hands-free advanced driver assistance technology for Ford’s autonomy roadmap. The Senior/Staff Software Engineer will develop, deploy, and productize spatio-temporal machine learning and perception models for autonomous vehicles, working across computer vision, sensor fusion, testing, and production software engineering.
Responsibilities
- Develop spatio-temporal machine learning models for detection, multi-sensor fusion, 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
Skills
- * A Bachelor's or Master's Degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field plus 7 years of industry experience
- * 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 5 years of development experience in Python/C++ environments
- Candidates for positions with Latitude AI must be legally authorized to work in the United States on a permanent basis
- * Ph.D. with machine learning focus, or equivalent experience
- * Experience developing and deploying temporal computer vision models (for instance, video activity recognition or using multiple frames for improved results on other tasks)
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
- 13 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
- Latitude employees are eligible to participate in Latitude’s annual bonus programs
- Latitude employees are eligible to participate in equity compensation
Company Overview
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