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Data Scientist - Autonomous Driving

Company: Quantitative Systems
Location: Mountain View
Posted on: June 25, 2022

Job Description:

We are the world's leading mobile transportation and convenience platform. The company offers a full range of app-based transportation and life services for over 550 million users across Asia, Latin America, Australia, and Russia, including Taxi, Express, Premier, Luxe, Bus, Designated Driving, Enterprise Solutions, Bike Sharing, E-bike Sharing, Automobile Solutions, Food Delivery, and Payment. Tens of millions of drivers who find flexible work opportunities on our platform provide over 10 billion passenger trips a year. -We are committed to collaborating with policymakers, the taxi industry, the automobile industry, and communities to solve the world's transportation, and environmental, and employment challenges with localized smart transportation innovations by leveraging its AI capabilities. By continuously improving user experience and creating social value,we strive to build a safe, inclusive, and sustainable mobile transportation and convenience ecosystem for cities of the future. -We use technology to improve mobility in our world. As such, we always look for people from every background who want to support our vision, through equal opportunity and nondiscriminatory, fair and impartial treatment, completely free of prejudice related to race, nationality, religion, gender, ethnicity, age, political affiliation, sexual preference, marital status, disabilities or family responsibilities. -We are currently looking for full-time Data Scientists to join our Mountain View office to work on test engineering projects in autonomous driving technologies. The goal is to apply the state of the art data science insights on cars to make driving smarter and safer.

  • 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.
    • 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
    • Experience with large data datasets is a plus
    • Graduate before Fall 2021 -About the Company:We are 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.Our 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.

Keywords: Quantitative Systems, Mountain View , Data Scientist - Autonomous Driving, Professions , Mountain View, California

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