Established in 2017, WeRide (NASDAQ: WRD) is a leading global commercial-stage company that develops autonomous driving technologies from Level 2 to Level 4. WeRide is the only tech company in the world that holds driverless permits in China, the UAE, Singapore and the US, conducting autonomous driving R&D, tests and operations in over 30 cities of 9 countries around the world. WeRide has operated a self-driving fleet for more than 1,800 days.
What you will do:
- Define the vision of the metrics team, how it would accelerate the ADAS/AV stack iteration and contribute to the success of the business
- Define metrics to measure overall ADAS and AD system performance, such as safety, reliability, efficiency. Develop data pipelines to automatically measure, monitor and report performance metrics
- Define metrics to measure sub-system performance for perception, prediction, planning and control subsystems. Use the metrics to measure, guide and accelerate subsystem development
- Lead the metrics team on detailed ML/AI model design, feature engineering, model development and experimentation, and pilot testing with iterative refinement
- Partner with Systems Engineering team, Product team, Simulation team and SW development teams on AV commercial launch readiness review, risk assessment and operation monitoring
- Build and lead the metrics team, foster a collaborative and innovative work environment
Requirements:
- Technical problem formulation: ability to turn a real world challenge into a clearly defined problem statement for the metrics team to solve, identify suitable methods and tools, and demonstrate the effectiveness of solutions
- Analytical Modeling: deep understanding of AI-based system metrics development and performance validation. Expertise in feature selection, exploratory data analysis methods, and advanced statistical techniques, including graphical models, Bayesian inference, neural networks, etc. Conducts statistical analysis, hypothesis testing, and clustering to derive insights.
- Code Development and Testing: ability to use SW tools for data mining and solution development and testing
- Data Visualization: expertise in visualizing complex data to facilitate decision making
- Pragmatic and hands-on, able to solve complex problems with minimum resources
- Clear verbal and written communications, able to tailor communications for different audiences, ranging from working level engineers to senior leadership teams
- Bachelor's or Master's degree in Data Science, Engineering, Computer Science, or related field
- Flexibility to work with teams in different time zones
Plus:
- Understanding Chinese (Mandarin) is a strong plus
- Experience leading a multi-culture team
WeRide.ai offers competitive salary depending on the experience. Employee benefits include:
Premium Medical, Dental and Vision Plan (No cost from employees or their families)
Free Daily Breakfast, Lunch and Dinner
Paid vacations and holidays
401K plan
Similar Jobs
.jpeg)
What We Do
WeRide is a global leading company that develops Level 4 autonomous driving technologies, bringing smart cities with new products, new business model and new experience. WeRide has received strategic investments from top-tier global automakers, including Renault-Nissan-Mitsubishi Alliance and Yutong Group. WeRide is the first startup in the world that holds driverless test permits in both China and the US. Through strategic alliances with car makers, mobility and logistics service platforms, WeRide offers an all-rounded product mix of Robotaxi, Mini Robobus and Robovan to provide multiple services including online ride-hailing, on-demand transport and urban logistics. WeRide launched China’s first Robotaxi service, completely open to public, in November 2019, in Guangzhou, China, covering an area of 144 square kilometers. WeRide has also conducted commercial pilot operations and fully driverless testing for Mini Robobus and Robovan. Established in 2017, WeRide is headquartered in Guangzhou, China, and maintains R&D and operation centers in Beijing, Shanghai, Shenzhen, Nanjing, Wuhan, Zhengzhou and Anqing, as well as San Jose in the US. It employs a highly skilled team of over 800 employees around the globe and has extensive domestic and international experience in R&D, business development and operations.
