Senior Staff: 3D Perception Architect for Autonomy

AeroVect Technologies Inc.; United States; On-site; USD 170,000 - 260,000; Full time

Job summary

AeroVect Technologies Inc. is transforming ground handling with autonomy and partnering with leading airlines worldwide.

We are seeking a senior engineer to architect 2D/3D object detection models, build data collection and evaluation pipelines, and develop a proprietary multi-modal perception dataset. You will train, deploy and monitor models to production and drive the roadmap for the perception system while mentoring junior engineers.

Qualifications

• Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
• 7+ years of focused experience in architecting and deploying 2D/3D object detection models.
• Worked on entire perception stack (sensing, preprocessing, detection & tracking).
• Proficiency in Python.
• Ability to identify gaps and lead cross-functional projects.

Responsibilities

• Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar).
• Build and maintain data collection and evaluation (metrics) pipeline.
• Develop a proprietary multi-modal dataset for training and evaluation.
• Train, deploy and monitor 2D/3D object detection models to production.
• Build and execute a roadmap for the perception system.
• Mentor junior engineers about best practices.

Skills

2D/3D object detection

Python

lead cross-functional projects

mentoring

Education

Master's or PhD in CS/Robotics/Deep Learning

Job description

AeroVect Technologies Inc. is transforming ground handling with autonomy and partnering with leading airlines worldwide.

We are seeking a senior engineer to architect 2D/3D object detection models, build data collection and evaluation pipelines, and develop a proprietary multi-modal perception dataset. You will train, deploy and monitor models to production and drive the roadmap for the perception system while mentoring junior engineers.