Senior Staff Software Engineer, Perception
aerovectMillbrae, CA
About the role
Overview:
In this role you will architect and deploy 3D object detection models for autonomous ground handling. You will own data collection, evaluation pipelines, and a proprietary multi-modal dataset, driving the perception stack from sensing to tracking. You’ll scale models to production and shape the roadmap for the perception system. You will mentor junior engineers and work with cross-functional teams to deliver impact at scale. This is a unique chance to advance autonomy in aviation with a growing Series A company.
Responsibilities:
Architect 3D object detection models (multi-modal: camera, LiDAR, Radar) and deploy them to production Build and maintain data collection and evaluation pipelines with metrics Develop a proprietary multi-modal dataset for training and evaluation Train, deploy, and monitor 2D/3D object detection models in production Build and execute a roadmap for the perception system Mentor junior engineers on best practices
Key requirements:
7+ years of experience in architecting and deploying 2D/3D object detection models Experience across the perception stack (sensing, preprocessing, detection & tracking) Proficiency in Python Ability to identify gaps and lead cross-functional projects leadership in cross-functional teams mentoring problem-solving 3D object detection multi-modal perception (camera, LiDAR, Radar) production deployment and monitoring
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JOB OVERVIEW
Experience level
Senior
Location
Millbrae, CA
Occupation
Software Developers
Industry
Engineering Services
Posted
today
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