Software Engineer, Deep Learning, Entry Level
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Job Summary:
Pony.ai is a global leader in autonomous mobility, pioneering technologies and services for autonomous driving. The Software Engineer, Deep Learning role involves working on software architecture, developing large-scale foundation models, and applying machine learning approaches to real-world problems in autonomous vehicles.
Responsibilities:
• 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.
Qualifications:
Required:
• 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.
• Strong communication skills and team spirit.
Preferred:
• PhD in Deep Learning, Machine Learning, Robotics, Natural Language Processing, or similar technical field of study.
• 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
Company:
Pony.ai develops autonomous driving technology for vehicles that operates using artificial intelligence and machine learning. Founded in 2016, headquartered in Fremont, California, USA, team size 1001-5000 employees, currently Public Company. Pony.ai has a track record of offering H1B sponsorships.
Seniority level Seniority levelEntry level
Employment type Employment typeFull-time
Job function IndustriesSoftware Development
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Inferred from the description for this job Medical insurance
Vision insurance
401(k)
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- Location:
- Fremont, CA
- Salary:
- $125
- Category:
- Information Technology
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