Video Analytics Backend Engineer — Edge to Ingest & Alerts
Private Advertiser · Singapore, Singapore ·
- Category
- Backend
Backend engineer building edge video-analytics pipelines that turn camera streams into typed events and sensor alerts, using RTSP, GStreamer, DeepStream, and model inference via ONNX Runtime/TensorRT, with MQTT event publishing and a PostgreSQL/TimescaleDB ingest for real-time dashboards, time-series processing, and anomaly detection across edge and cloud.
Private Advertiser seeks a software engineer to transform camera streams into typed events and sensor alerts. You will engineer edge pipelines using RTSP, GStreamer, and DeepStream, with model inference via ONNX Runtime or TensorRT.
You'll publish events over MQTT and manage a robust central ingest with PostgreSQL/TimescaleDB for real-time dashboards. The role emphasizes time-series processing, anomaly detection, and tight integration across edge and cloud components, requiring strong Python,