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Senior Software Engineer

Рівень:
senior
Джерело:
djinni.co
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Що робити

  • Collaborate with CV/ML engineers to turn model inference code into reliable production pipeline stages.
  • Develop and optimize the core Pipeline Engine - an in-process, real-time runtime that runs the CV pipeline as a graph of stages, where latency is measured in milliseconds.
  • Use and extend the zero-copy shared-memory pools that pass frames between processes (C core + Python/Go bindings).
  • Build and tune low-latency ZeroMQ communication layers for passing control messages, metadata, and synchronization signals between pipeline components.
  • Work with pipeline metadata formats and serialization boundaries, with awareness of performance tradeoffs around FlatBuffers or similar schema-based binary formats.

Що очікуємо

  • Must-have:
  • Senior-level engineering experience in performance-sensitive systems, with strong systems thinking: concurrency, process models, memory ownership, data movement, latency/throughput tradeoffs, failure modes, and profiling. Practical Python experience is expected, but the core requirement is systems-level reasoning.
  • Experience building or operating real-time ML/CV inference pipelines, video processing systems, robotics perception stacks, or other latency-sensitive data-processing runtimes.
  • Solid experience with Docker and containerized environments;
  • Solid Linux fundamentals.

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