Machine Learning Engineer
Mountain View, CA
Applications have closed
DiDi Labs
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Didi autonomous driving is innovating the way we build our self-driving cars. We leverage our ride-sharing network to collect large amounts of data, and improve our algorithms with the data. In this role, you will lead a group of engineers to design, train and deploy ML models. It covers different algorithms across the whole stack. If you are interested in solving exciting and challenging problems, and are enthusiastic about autonomous driving, please join us!
Responsibilities:
- From a research perspective, exploring, prototyping, validating, and iterating new machine learning algorithms
- On the development side, productionize ML algorithms to improve onboard intelligence of autonomous vehicles, including training, serving, evaluating and monitoring the ML models
- Champion of the best engineering practices, crafting solutions and not just identifying problems
Qualifications:
- MS, or higher degree, in CS/CE/EE, or equivalent industry experience
- Extensive experience with ML frameworks such as Tensorflow or PyTorch
- Strong experience with state-of-the-art machine learning and classification
- Strong programming skills in Python, C++, or other relevant languages
- Excellent mathematical reasoning skills, especially with probability
- Passionate about self-driving car technology and its impact on the world!
- [plus] Solid research papers on AI/ML or robotics
Tags: Autonomous Driving Big Data Classification Engineering Machine Learning ML models Prototyping Python PyTorch R R&D Research Robotics Security TensorFlow Testing
Region:
North America
Country:
United States
Job stats:
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Categories:
Engineering Jobs
Machine Learning Jobs
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