Remote Senior Software Engineer, 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.
• The team develops advanced Bayesian filters, graph models, and deep learning models for tracking static and dynamic actors and estimating road features.
• Responsibilities include developing machine learning models and algorithms for multi-object tracking, state estimation, and uncertainty estimation.
• The role involves transitioning solutions from the lab to real-world applications, collaborating with experts, and maintaining software practices.
• The position requires initiative and teamwork in a fast-paced, innovative environment.

Requirements:

• A Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field with 4+ years of relevant experience, or a Master's degree with 2+ years, 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.
• Proven experience in shipping perception software products to industry or consumers.
• At least 4 years of development experience in a Python/C++ environment.
• 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.
• Health savings account with 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 and medical leave are provided.
• Unlimited vacation and 15 paid holidays are included.
• Complimentary daily lunches, beverages, and snacks for onsite employees are available.
• Pre-tax spending accounts for healthcare and dependent care expenses are offered.
• Pre-tax commuter benefits and a monthly wellness stipend are included.
• Adoption/Surrogacy support program and backup child and elder care program are available.
• Professional development reimbursement and employee assistance program are provided.
• Discounted programs for legal services, identity theft protection, pet insurance, and more are available.
• Company and team bonding activities, including employee resource groups and wellness initiatives, are encouraged.