Senior Software Engineer
- Рівень:
- senior
- Джерело:
- djinni.co
Що робити
- Build and optimize real-time video and image processing pipelines (HD, 30+ fps, dozens of instances per node)
- Train and run neural network detectors: object detection, OCR, tracking, pattern matching
- Speed up work on the GPU: CUDA, NPP, TensorRT, Video Codec SDK
- Multithreading and parallel computing: TBB, process pools, synchronization between instances
- Orchestrate and monitor a large number of instances, work with queues and inter-process communication
Що очікуємо
- C++ and/or C# on production level, Python for the ML part
- OpenCV and neural network detectors (YOLO family, EasyOCR / Tesseract / Nvidia OCR)
- Real experience with GPU acceleration: not only calling a ready framework, but also profiling, memory management, and batch strategies
- PostgreSQL, Docker, message brokers, gRPC or REST
- English from Intermediate (B1)
Що пропонуємо
- Projective geometry: homography, perspective correction, camera calibration
- Full MLOps cycle: data labeling → training → deployment
- Algo trading: ARIMA, regression analysis, RANSAC
- Experience with systems that handle thousands of parallel sessions
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