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    Software Engineering - San Francisco, CA, United States - Latitude AI

    Latitude AI
    Latitude AI San Francisco, CA, United States

    3 weeks ago

    Default job background
    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.

    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.

    In the Performance team, we integrate and optimize software solutions from prototypes to the final product. Our main driver is to make the vehicle react as fast and deterministically as possible to its environment.

    We are involved in multiple cross-functional projects with stakeholders across the whole company: monitoring performance, optimizing foundation libraries, scheduling accelerators intelligently, and generally squeezing more out of the on-vehicle compute resources.

    As part of the Intelligent Systems organization, we are particularly interested in converting photons into a view of the world, primarily via computer vision and machine learning.

    We take pride in having a direct impact on the product quality and viability.
    Come help us make the world safer, and driving more pleasant.

    Architect, design, and implement software solutions that scale from the lab to the customer, for one of the largest-scale robotics projects in history.

    Collaborate across teams on a diverse set of problems related to the performance of the onboard system.
    Develop efficient and reusable C++ libraries for latency-critical parts of the autonomy stack, balancing requirements with compute constraints.
    Develop infrastructure and tools which profile the runtime performance of our AI models.

    Design and evaluate workflows to optimize deep learning models, leveraging quantization, pruning, custom kernels, kernel fusion, knowledge distillation, ...

    Drive projects end-to-end and deliver reliable software through continuous integration, automated testing and code reviews, while in a fast-paced, highly autonomous environment which requires a strong safety culture.

    Degree in Computer Science, ECE, Robotics, Mathematics, or related field.
    Bachelor's degree and 4+ years of relevant experience, Master's degree and 2+ years of relevant experience, or PhD.
    Expertise in modern C++17, data structure optimization and parallel programming.
    Fluency in Python.
    Strong experience with Unix and CPU/GPU heterogeneous computing in an AI context.
    Strong experience with AI deployment and inference optimization on an embedded platform.
    Industry experience writing production-quality, performance-critical code, and maintaining large codebases.
    Master's or PhD degree in Robotics, ECE, Computer Science, or a related field.
    Proficiency in Python, PyTorch, numpy, pandas.
    Experience with deep learning quantization, pruning, custom kernels, kernel fusion, knowledge distillation, ...
    Experience with implementing efficient geometry or linear algebra data structures and algorithms.
    Knowledge of perception or autonomous vehicle data flow and software stack.
    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
    ~ Paid medical leave
    ~ 15 paid holidays
    ~ Complimentary daily lunches, beverages, and snacks
    ~ Pre-tax spending accounts for healthcare and dependent care expenses
    ~ Pre-tax commuter benefits
    ~ 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
    ~ The expected base salary range for this full-time position in California is $170,560-$234,520 USD. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level. Candidates for positions with Latitude AI must be legally authorized to work in the United States on a permanent basis. Visa sponsorship is available for this position.

    All qualified applicants will receive consideration for employment without regard to race, religion, color, age, sex, national origin, sexual orientation, gender identity, disability status or protected veteran status.

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