Remote Software Engineer II, Perception State Estimation

Description:

• Latitude AI is an automated driving technology company developing a hands-free, eyes-off driver assist system for next-generation Ford vehicles at scale.
• The State Estimation team focuses on multi-object tracking, scene estimation, and machine learning technology.
• Responsibilities include developing machine learning models and Bayesian algorithms for multi-object tracking and state estimation.
• The role involves creating deep learning models for scene state estimation, including occupancy and motion.
• The candidate will transition solutions from the lab to the test track and public roads for production-level implementation.
• Collaboration with perception experts and roboticists on algorithm design, prototyping, testing, and productization is essential.
• The position requires maintaining industry-leading software practices and developing clean software for perception modules.
• The work environment is fast-paced, innovative, and entrepreneurial.

Requirements:

• A Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field with 2+ years of relevant experience, or a Master's degree with no experience, or a PhD.
• Relevant knowledge and experience in machine learning, with a proven track record of developing and deploying deep learning solutions using frameworks like PyTorch or TensorFlow.
• Experience in developing multi-object tracking systems using classical or machine learning algorithms.
• Strong experience in deep learning, Bayesian filtering, and optimization algorithms is required.
• Proven experience in shipping perception software products to industry or consumers is necessary.
• At least 2 years of development experience in a Python/C++ environment is required.
• A Ph.D. with a machine learning focus or equivalent experience is a plus.
• Experience in developing temporal computer vision models is also desirable.

Benefits:

• Competitive compensation packages are offered.
• High-quality individual and family medical, dental, and vision insurance is provided.
• A health savings account with an employer match is available.
• An employer-matched 401(k) retirement plan with immediate vesting is included.
• Employer-paid group term life insurance and optional voluntary life insurance are offered.
• Paid parental leave and an Adoption/Surrogacy support program are available.
• Paid medical leave and unlimited vacation with 15 paid holidays are provided.
• Complimentary daily lunches, beverages, and snacks for onsite employees are included.
• Pre-tax spending accounts for healthcare and dependent care expenses are available.
• Pre-tax commuter benefits and a monthly wellness stipend are offered.
• Backup child and elder care programs are included.
• Professional development reimbursement is available.
• An employee assistance program and discounted programs for legal services, identity theft protection, and pet insurance are provided.
• Company and team bonding outlets include employee resource groups, quarterly team activity stipends, and wellness initiatives.