Senior Engineer, Data & Perception
Core
Building the data and perception layer for an automated manufacturing line, including cameras, sensors, pipelines, and models for inspection and robot learning.
Role type
Senior IC data & perception engineer (manufacturing/robotics)
Builds
Production data infrastructure, computer vision models, and robot learning datasets for a wire harness factory.
Domain
Manufacturing automation, robotics, computer vision
Deliverable
production ML models
Required skills
Computer vision in physical world, data engineering for video/sensor data, camera/sensor hardware integration, Python, SQL, deep learning frameworks (PyTorch), C++
Preferred skills
Robot learning data infrastructure, activity/step recognition, MES/ERP integration, export-controlled data handling, high-mix assembly experience
Technologies
PyTorch, Python, SQL, C++, edge compute
Responsibilities
Instrument production lines with cameras and sensors, build data pipelines for video and sensor data, develop perception models for inspection and cell sensing, create datasets for robot learning, ensure data governance and security, evaluate vendors and platforms
Seniority
Senior, hands-on IC
