Role involves :
- Building edge applications processing vision data and communication layers for the compute-constrained edge devices.
- Deploying machine learning models to production.
- Optimizing the platform runtime for maximum performance. This is largely C++ code with parts of the pipeline running on GPU.
- Building observability and telemetry.
- This is a 5-days a week in-office role.
Requirements / Experience :
- 3+ years of experience writing production software in C++ and Python of experience building applications processing real-time data and optimizing them for latency and memory.
- Experience using various profiling tools (e.g., gdb, Nsight, Valgrind, flame graph) to optimize the code.
- Experience with Docker, CI / CD pipelines.
It would be great if you also have experience with one or more
- Edge / IoT computing (we have a fleet of deployed edge computers).
- infrastructure management (we use Salt).
- Monitoring (we use Grafana).
- Video processing & streaming (we use Gstreamer).
- Experience interfacing Client models (we use PyTorch).
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