Browse All Jobs

Senior Machine Learning Engineer – Perception/ End-to-End

Senior Machine Learning Engineer for end-to-end autonomous driving models.
XPENG
On-Site
United States
USD 174,720 - 295,680
Job Description
XPENG, an innovative smart technology company, is seeking a Senior Machine Learning Engineer to join their team in Santa Clara, CA. This role focuses on developing cutting-edge deep learning algorithms for autonomous vehicles. The engineer will research, implement, and evaluate a unified end-to-end onboard model, integrating perception, prediction, and planning. They will collaborate with experts in computer vision, AI systems, and software engineering to enhance autonomous vehicle performance using real-world multimodal data.

Responsibilities:
  • Research and develop deep learning algorithms for end-to-end onboard models.
  • Develop Vision-Language-Action (VLA) models for context-aware decision-making.
  • Enhance online mapping, occupancy grid, and 3D detection models.
  • Design and optimize efficient neural network architectures.
  • Develop and scale an offline machine learning infrastructure.
  • Deliver production-quality onboard software.
  • Leverage real-world datasets to train and refine driving models.
  • Design and analyze large-scale experiments.
  • Collaborate with system software engineers to deploy deep learning models.
  • Work cross-functionally with AI researchers and engineers.

Requirements:
  • MS or PhD in Engineering or Computer Science with a focus on Deep Learning or related field.
  • Strong experience in applied deep learning.
  • 1-3 years + of experience with DL frameworks such as PyTorch, Tensorflow.
  • Strong Python programming experience with software design skills.
  • Solid understanding of data structures, algorithms, and large-scale data processing.
  • Excellent problem-solving skills.

The role offers:
  • Bonus
  • Equity
  • Benefits
Apply Manually

XPENG

XPENG is an innovative smart technology company focused on reshaping the future of transportation. The company integrates AI, autonomous driving, and machine learning into its electric vehicles (EVs), electric vertical take-off and landing (eVTOL) aircraft, and robotics. XPENG leverages real-world data to develop next-generation AI-driven driving solutions, with a focus on intelligent mobility and advancing the capabilities of autonomous driving systems through extensive R&D.

All Jobs at XPENG (34)