Senior Software Engineer, Perception

Aerovect
Atlanta, GA
On-site

Who this role is best for

Aimed at senior perception engineers who have experience in autonomous systems and can work onsite in Atlanta.

Best fit for

  • Senior perception engineers with a background in autonomous systems and sensor fusion
    — “Previous experience working with autonomous robots”
  • Candidates with a strong foundation in 2D/3D object detection and data pipeline development
    — “Build and maintain data collection, labeling and evaluation (metrics) pipeline”
  • Individuals who can lead technical architecture and mentor junior engineers effectively
    — “Mentor junior engineers about best practices”

Things to consider

  • The role requires a high level of autonomy and initiative in system design and maintenance
    — “The ability to work autonomously”

How to stand out

  • Highlight your experience in multi-modal perception system design and deployment
    — “Architect a deterministic secondary perception system”
  • Demonstrate expertise in sensor data processing with specific examples of Camera, LiDAR, and Radar integration
    — “Train, deploy and monitor 2D/3D object detection models (Camera, LiDAR, Radar)”
  • Emphasize your proficiency in Python, C++ and ROS2 with tangible project examples
    — “Python, C++ and ROS2 proficiency”
Pace · Fast PacedCollaboration · MediumAutonomy · HighDecision Impact · TeamLevel · Senior

Derived from job-description analysis by Serendipath's career intelligence engine.

What success looks like

  • train and deploy models
  • build and maintain data pipelines
  • mentor junior engineers
Typical background
software engineerperception engineer

Skills & requirements

Required

Object Detection ModelsData CollectionLabelingEvaluation MetricsMulti-modal DatasetDeterministic Secondary Perception SystemPythonC++ROS2

Preferred

CUDA Kernels

Stack & domain

2d/3d Object DetectionData CollectionLabelingEvaluationMulti-modal DatasetPythonC++ROS2AutonomyMentorshipAutonomous DrivingPerception

About the role

Original posting from Aerovect via Ashby

WHO WE ARE

AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com http://www.aerovect.com.

YOU WILL

  • Train, deploy and monitor 2D/3D object detection models (Camera, LiDAR, Radar)
  • Build and maintain data collection, labeling and evaluation (metrics) pipeline
  • Maintain proprietary multi-modal dataset for training and evaluation
  • Architect a deterministic secondary perception system
  • Mentor junior engineers about best practices

YOU HAVE

  • Bachelor’s or Master’s degree in Computer Science, Robotics, Deep Learning, or a related field
  • 3+ years of focused experience in perception (sensing, preprocessing, detection, tracking)
  • Python, C++ and ROS2 proficiency
  • The ability to work autonomously

WE PREFER

  • PhD in Computer Science, Robotics, or a related discipline
  • Previous experience working with autonomous robots
  • Experience developing CUDA kernels

Source: Aerovect careers (Ashby)

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