pony. ai
autonomous mobility
(Senior)SoftwareEngineer,DeepLearning
“(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
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