Software Engineer - Prediction
Company: Didi Labs
Location: Mountain View
Posted on: January 16, 2022
We are currently looking for experienced software engineers to
join our Mountain View office to develop algorithms and pipelines
for DiDi autonomous driving projects. The goal is to apply the
state-of-the-art AI algorithms on cars to make driving smarter and
safer. The position involves research and development on
state-of-the-art behavior prediction algorithms for traffic
participants such as vehicles, cyclists and pedestrians. These
algorithms will be applied on real vehicles to be deployed in
DiDi's network. Responsibilities:
- Develop and deploy behavior prediction algorithms including
intention and trajectory prediction.
- Develop machine learning infrastructure for scalable
learning-based prediction algorithms.
- Research on cutting-edge machine learning approaches (decision
tree, deep learning, reinforcement learning) to open-ended
real-world behavior prediction problems.
- Contribute to DiDi's intellectual property through patents.
- Master or PhD degrees in Computer Science, Robotics or related
- Solid programming and proficient in C++ and/or Python.
- 3 years of industrial working experience or equivalence.
- Clear in communication and easy to collaborate in a growing
- Engineering or research experiences on applying machine
learning to solve behavior prediction problems.
- Experience with state-of-the-art deep learning algorithms (CNN,
RNN/LSTM, reinforcement learning). About the Company: Didi Chuxing
("DiDi") is the world's leading mobile transportation platform.
We're committed to working with communities and partners to solve
the world's transportation, environmental, and employment
challenges by using big data-driven deep-learning algorithms that
optimize resource allocation. Didi Chuxing's Autonomous-Driving
team was established in 2016, and has grown to a comprehensive
research and development organization covering HD mapping,
perception, behavior prediction, planning and control,
infrastructure and simulation, labeling, hardware, mechanical,
problem diagnosis, vehicle modifications, connected car, and
security, among others. We're developing and testing self-driving
vehicles in China and the United States. In August 2019, DiDi
upgraded its autonomous driving unit to an independent company to
focus on R&D, product application, and business development
related to self-driving technologies. The new company will
integrate the resources and technology of DiDi's platform, continue
to increase investment in R&D, and deepen collaboration with
auto industry partners. Do you now or will you in the future
require immigration sponsorship (such as H-1B, O-1, TN visa) to
work for DiDi in the United States? -*
-- If yes to requiring sponsorship, do you currently hold Optional
Practical Training (OPT) work authorization? -*
-- If yes to holding OPT, please indicate your academic field of
study, date of current OPT expiration and when you first obtained
Keywords: Didi Labs, Mountain View , Software Engineer - Prediction, IT / Software / Systems , Mountain View, California
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