Senior Perception Engineer: Real-World Autonomy on Machines

5V Tech; Iowa; Vor Ort; USD 120.000 - 180.000; Vollzeit

Zusammenfassung

5V Tech in the United States is seeking a Senior Perception Engineer to help machines see and understand the world across agriculture, construction and beyond.

You will develop, train and refine computer vision algorithms for real machines, work with camera, LiDAR and radar data, and deploy on edge platforms using modern C++ and ML frameworks. ROS middleware will be a key integration layer and you will deliver production-quality code at scale.

Qualifikationen

• 5+ years in perception or computer vision engineering.
• Hands-on segmentation, classification, stereo vision and point cloud experience.
• Strong modern C++ and applied ML (PyTorch or TensorFlow).
• Experience with camera, LiDAR or radar data.
• ROS or similar robotics middleware experience.

Aufgaben

• Develop, train and refine computer vision algorithms in house for real machines.
• Work with stereo vision and point cloud data.
• Build on a ROS-like robotics middleware.
• Write production C++ for real-time, embedded and edge platforms.
• Debug perception issues using logs and sensor data, and drive them to root cause.

Kenntnisse

Perception/vision engineering

Segmentation

Classification

Stereo vision

Point cloud

Modern C++

Applied ML (PyTorch/TensorFlow)

Sensor data (camera/LiDAR/radar)

ROS/robotics middleware

5+ years experience

Tools

ROS

Jobbeschreibung

5V Tech in the United States is seeking a Senior Perception Engineer to help machines see and understand the world across agriculture, construction and beyond.

You will develop, train and refine computer vision algorithms for real machines, work with camera, LiDAR and radar data, and deploy on edge platforms using modern C++ and ML frameworks. ROS middleware will be a key integration layer and you will deliver production-quality code at scale.