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XPENG · 3 weeks ago

Staff Data Algorithm Software Engineer

Santa Clara, CA

Full-time

Onsite

Senior Level, Lead/Staff

$179K/yr - $304K/yr

5+ years exp

XPENG is a leading smart technology company at the forefront of innovation, integrating advanced AI and autonomous driving technologies into its vehicles. They are seeking a talented Data Algorithm Software Engineer to leverage expertise in data analysis and machine learning to solve complex challenges for autonomous driving and drive strategic decision-making.

AutomotiveAutonomous VehiclesElectric VehicleManufacturing

Responsibilities

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

Qualification

Machine LearningData AnalysisPythonC++Data VisualizationStatistical ModelingData ManipulationProblem-SolvingCollaborationCommunication

Required

Master's degree in Computer Science, Electrical Engineering, Robotics, Mathematics, or a related field (PhD is a plus)

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

Preferred

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

Benefits

Competitive compensation package

Snacks, lunches and fun activities

Company

XPENG

Glassdoor2.8

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers.

Founded in 2014

Guangzhou, Guangdong, CHN

10001+ employees