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Job Type
Full Time -
Experience
2-4 year -
Salary
$160,000 - $240,000 / Year -
Location
Mountain View, CA, USA -
Job Function
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Industry
Information Technology -
Qualification
Key Skills
Apache Hadoop, C Programming, C++, Data science techniques, Java Programming, Machine learning techniques, MapReduce, Python Programming, PyTorch, R Programming, Scala Programming, SQL, TensorFlow
Job Description
We are currently looking for full-time Senior Data Scientists to join our Mountain View office to work on test engineering projects in Didi autonomous driving technologies. The goal is to apply the state of the art data science insights on cars to make driving smarter and safer.
Responsibilities:
- Work with large, complex datasets from various sources to draw analytical insights
- Research, define, and monitor key indicators to evaluate the autonomous systems performance
- Build statistical models from large driving data to predict autonomous driving behavior
- Write reusable python/SQL code and share its insights with engineers
- Build dashboard to visualize our autonomy performance from both road testing data and simulation test scenarios
- Collaborate with other engineers to optimize our autonomy performance evaluation workflow with data-driven approaches
Qualifications:
- Bachelor’s degree or above in Data Science or related disciplines.
- 3 years of industrial working experience or equivalence
- Solid technical background in applied stats, analytics, or related quantitative fields
- Demonstrated proficiency in Python, or SQL
- Demonstrated analytical thinking and data intuition when solving problems in a new problem space
- Ability to take an ambiguous question, use data to draw insights, and convey the results to a wide range of audiences
Preferred:
- Experience to lead project from design to deliver with strong ownership
- Experience with large data datasets
Company Info.
DiDi LabsDidi 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 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.
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IndustryInformation Technology
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No. of Employees15,914
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LocationBeijing, China
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Website
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Jobs Posted