
Aeva, Inc.
Posted 1 month ago
Machine Learning Engineer - Perception
Mountain View, CAOn-siteFull-time
AI Summary
ML Engineer on the perception team owns development and deployment of 3D perception models for object detection, segmentation, and lane detection, driving production-ready perception in autonomous systems.
About this role
About us:
Aeva’s mission is to bring the next wave of perception to a broad range of applications from automated driving to industrial robotics, consumer electronics, consumer health, security, and beyond. Aeva is transforming autonomy with its groundbreaking sensing and perception technology that integrates all key LiDAR components onto a silicon photonics chip in a compact module. Aeva 4D LiDAR sensors uniquely detect instant velocity in addition to 3D position, allowing autonomous devices like vehicles and robots to make more intelligent and safe decisions.
Role Overview:
As an ML Engineer on our perception team, you will own the development and deployment of 3D perception models across object detection, semantic segmentation, and lane detection. Your work will directly shape how our autonomous systems perceive and understand the world.
What you will be doing
What will you have
Skills
3D Object DetectionAuto-labelingData Annotation PipelinesLane DetectionLarge-scale Dataset PipelinesLiDAR Point CloudsMS Or PhD In CS/Robotics Or Related FieldObject TrackingOfffline Perception TasksPythonPyTorchSemantic SegmentationSensor FusionVision-language Models