Xpeng Motors
Staff Data Scientist
Santa Clara, CA, US
RemoteFull time roleEarly Career, Mid Level, Senior Level
2 months ago
About the Job
- Develop and apply advanced data analytics, machine learning, and statistical modeling techniques to solve complex problems related to autonomous driving systems.
- Analyze large datasets generated by vehicle sensors to improve self-driving algorithms.
- Work closely with cross-functional teams (e.g., engineers, product teams) to design and optimize algorithms and models.
- Perform data preprocessing, cleaning, and feature engineering to ensure high-quality input for model development.
- Evaluate model performance and implement strategies for improvement, including tuning and retraining models with new data.
- Develop data pipelines and visualization tools to monitor model performance and provide actionable insights to stakeholders.
- Collaborate on the design and development of real-time data processing systems that support autonomous driving operations.
- Stay current with the latest advancements in machine learning, computer vision, and autonomous driving technologies, and apply them to improve our products.
- Master’s degree in Computer Science, Electrical Engineering, Robotics, Mathematics, or a related field (PhD is a plus).
- 3-5 + years of experience as a Data Scientist, Data Analyst, or in a similar analytical role.
- Proficiency in programming languages such as Python and C++.
- Solid understanding of machine learning techniques and algorithms, including supervised and unsupervised learning, deep learning, reinforcement learning, and neural networks.
- Hands-on experience with data manipulation and visualization tools (e.g., Pandas, Matplotlib).
- Ability to work with large, complex datasets and perform data wrangling and cleaning.
- Strong problem-solving skills with the ability to apply analytical thinking to self-driving challenges.
- Experience with reinforcement learning and decision-making algorithms for autonomous systems.
- Familiarity with autonomous vehicle testing, simulation, and real-world data collection.
- Experience with large-scale data processing frameworks
- Understanding of control systems, robotics, and navigation algorithms.
- Previous experience in the autonomous driving, robotics, or automotive industry.
- Strong communication skills and ability to work in a collaborative, multidisciplinary environment.
- A fun, supportive and engaging environment
- Opportunity to make significant impact on transportation revolution by the means of advancing autonomous driving
- Opportunity to work on cutting edge technologies with the top talent in the field
- Competitive compensation package
- Snacks, lunches and fun activities
About the Company
Xpeng Motors
Guangzhou, Guangdong Province, China
5000 +
<p>XPENG is a leading tech company that designs, develops, manufactures, and markets intelligent mobility solutions. We explore the diversity of mobility including electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. We focus on creating a future of mobility that uses thoughtful and empathetic intelligence to improve the driving experience. XPENG is committed to in-house R&D, with almost 40% of our employees working in R&D-related areas helping to develop our expanding product portfolio. The Company has created a full-stack Advanced Driver Assistance System (XPILOT), as well as an intelligent operating system (Xmart OS) for an enhanced in-car experience. XPENG has also developed core vehicle systems for enhanced driving capabilities, including powertrains and advanced electronic architecture. XPENG is headquartered in Guangzhou, China with multi-regional offices in Beijing, Shanghai, Shenzhen, Silicon Valley, and San Diego. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm. XPENG's EVs are manufactured at the fully-owned plant located in Zhaoqing, China. To further expand our production capacity, two new self-owned intelligent EV manufacturing bases in Guangzhou and Wuhan are under construction now.</p>
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