Senior Software Engineer – Computer Vision

Verkada develops AI-powered security products and video analytics. The Senior Software Engineer on its Computer Vision team develops artificial intelligence and machine learning models and algorithms for intelligent video analysis, including detection, recognition, and counting capabilities.

Responsibilities

• Creating and refining algorithms for features such as people and vehicle detection, license plate recognition, and other intelligent video analysis tools
• Implementing and deploying a binary classifier using Tensor Flow for detecting the binary states across millions of cameras
• Detecting unusual object addition/removal in a scene
• Detecting and counting object and people frequencies
• Training text image embedding models and vision language models
• Training license plate recognition models and implementing LPR on the edge
• Training facial recognition models and implementing real-time facial recognition
• C++ – writing clean, modular, C++ code
• Traditional computer vision algorithms
• Training deep learning networks using PyTorch, Tensor Flow, Keras, or similar
• Data structures and architecture