Senior Perception Engineer

📋 Description

• Evolving the pipeline architecture so cameras can come and go, and configuration can change
• Setting the boundary between systems and models; decide what belongs in the compiled service, what
• Owning perception quality end to end; defining what good looks like in numbers: evaluation data, a
• Extracting the maximum value from our sensors; fusing every observation available while staying
• Taking the service from "runs" to "trustworthy unattended"; failure detection, graceful
• Closing the loop from the field; using deployment data to find headroom, and building the dataset

🎯 Requirements

• Around 5+ years building production systems, with several at staff scope: owning a system's
• Significant professional experience with perception or machine learning for hardware products in a
• Deep modern C++. This is a C++20 codebase with Abseil, gRPC, and CMake; you should be comfortable
• Real GStreamer or media-pipeline experience: pads, probes, caps negotiation, bus messages, and the
• Applied computer vision you have shipped - multi-object tracking, re-identification, or
• A clear grasp of linear algebra, optimization, statistics, and algorithms, and the theory behind