pony. ai
autonomous mobility
(Senior)SoftwareEngineer,DeepLearning
Neural analysis suggests this role is
optimal for Senior candidates.
“(Senior) Software Engineer, Deep Learning at pony. ai. Skills: Deep Learning, Machine Learning, Python, C++. Work on software architecture. Design system and module”
What You'll Achieve.
developing the safest autonomous driving capabilities; run in real-time on the cars; run robustly under tight run-time constraints
Industry & Context.
Frame the open-ended real-world problems
What They're Looking For.
Must Have
Master in Computer Science, 2 years of equivalent industry experience, data structures, algorithms, parallel computing, code optimization, large scale data processing, applied machine learning, data collection and analysis, evaluation, feature engineering, C++, Python, communication skills, team spirit
Nice to Have
PhD in Deep Learning, Machine Learning, Robotics, Natural Language Processing, Publications on top-tier conferences, applying ML/DL for behavior prediction, imitation learning, motion planning, deploying deep learning algorithms for real time applications, limited computing resources, convex optimization, computational geometry, linear algebra, GPU/CUDA/TensorRT
What You'll Do.
Work on software architecture
Design system and module
Implement test and regression frameworks
Design and develop foundation models
Frame real-world problems
Streamline ML for real-time
Develop and deploy deep learning models
Optimize deep learning models
How You'll Work.
Team & Collaboration
Work with experts in the field; team spirit
Communication Scope
communication skills
Full Job Description
Founded in 2016 in Silicon Valley, Pony.ai has quickly become a global leader in autonomous mobility and is a pioneer in extending autonomous mobility technologies and services at a rapidly expanding footprint of sites around the world. Operating Robotaxi, Robotruck and Personally Owned Vehicles (POV) business units, Pony.ai is an industry leader in the commercialization of autonomous driving and is committed to developing the safest autonomous driving capabilities on a global scale. Pony.ai’s leading position has been recognized, with CNBC ranking Pony.ai #10 on its CNBC Disruptor list of the 50 most innovative and disruptive tech companies of 2022. In June 2023, Pony.ai was recognized on the XPRIZE and Bessemer Venture Partners inaugural “XB100” 2023 list of the world’s top 100 private deep tech companies, ranking #12 globally. As of August 2023, Pony.ai has accumulated nearly 21 million miles of autonomous driving globally. Pony.ai went public at NASDAQ in November 2024. ### Responsibility * Work with experts in the field of self-driving vehicles on software architecture and design, system and module design, evaluation metrics, specification and implementation of test and regression frameworks. * Design and develop large-scale foundation models trained on vast of real world data * Frame the open-ended real-world problems into well-defined ML problems; develop and apply cutting-edge ML approaches (deep learning, reinforcement learning, imitation learning, etc) to these problems; scale them to data pipelines; and streamline them to run in real-time on the cars. * Develop and deploy deep learning models, including vision language models (VLMs) and Large Language Models (LLMs) * Optimize deep learning models to run robustly under tight run-time constraints. **Requirements** * Master in Computer Science, or at least 2 years of equivalent industry experience in similar technical fields. * Solid understanding of data structures, algorithms, parallel computing, code opti
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