Software Engineer, Deep Learning
$140,000–$250,000 year
Remote · Fremont, California, United States or New York City, New York, United States
Job Summary
Pony.ai is seeking a Software Engineer specializing in Deep Learning to design and develop advanced machine learning models for autonomous vehicles. Candidates should possess a Master's degree in Computer Science and have at least 2 years of industry experience with strong knowledge in data structures, algorithms, and applied machine learning. Preferred qualifications include a PhD and relevant publications. The position offers a competitive salary range of $140,000 - $250,000 with various benefits.
Required Qualifications
- 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 optimization and large scale data processing.
- Experience in applied machine learning including data collection and analysis, evaluation and feature engineering.
- Expertise in C++/Python.
- Strong communication skills and team spirit.
Desired Qualifications
- PhD in Deep Learning, Machine Learning, Robotics, Natural Language Processing, or similar technical field of study.
- Publications on top-tier conferences like CVPR/ICCV/ECCV/ICLR/ICML/NeurIPS/ICLR/AAAI/IJCV/PAMI
- Experience in applying ML/DL for behavior prediction, imitation learning, motion planning.
- Experience in deploying deep learning algorithms for real time applications, with limited computing resources.
- Experience in convex optimization, computational geometry or linear algebra.
- Experience in GPU/CUDA/TensorRT
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