Machine Learning Engineer - Perception

Aeva

Mountain View, CA, US
On-site
3d perception model development
Object detection expertise
Semantic segmentation skills
Aeva is seeking a Machine Learning Engineer specializing in perception to develop and deploy 3D perception models that enhance the capabilities of autonomous systems. The role emphasizes object detection, semantic segmentation, and lane detection, contributing to the company's innovative LiDAR technology

Job Summary

  • Aeva is transforming autonomy with groundbreaking sensing technology that integrates LiDAR components onto a silicon photonics chip.
  • The role involves owning the development and deployment of 3D perception models across object detection, semantic segmentation, and lane detection.
  • This position directly shapes how autonomous systems like vehicles and robots perceive and understand the world using unique velocity detection capabilities.

Matching Summary

Match Score: 85

Aeva is seeking a Machine Learning Engineer specializing in perception to develop and deploy 3D perception models that enhance the capabilities of autonomous systems. The role emphasizes object detection, semantic segmentation, and lane detection, contributing to the company's innovative LiDAR technology.

Skills & Requirements

Must-have

  • 3D perception model development
  • Object detection expertise
  • Semantic segmentation skills
  • Lane detection implementation
  • LiDAR sensor data processing

Nice-to-have

  • Silicon photonics knowledge
  • 4D LiDAR experience
  • Autonomous vehicle domain knowledge
  • Industrial robotics background
  • Consumer electronics applications

Key Requirements

  • Experience in ML engineering for perception
  • Proficiency in 3D computer vision tasks

Work Rights

Not specified

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