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AI Compiler & Inference Engineer

escrow-tech.co.uk
Remote
Contract

About this role

Join a team building portable AI inference infrastructure to enable reliable customer workloads across K3 CPU/NPU environments, with an emphasis on equivalence and safe handling of unsupported models and operators.

Role details:

  • Fixed-term Contractor from 15 Oct – 14 Dec 2026.
  • Remote / overseas applicants are welcome (global candidates).
  • Minimum experience required: 5+ years in ML systems / inference engineering.

What you'll work on:

  • AI model intake, conversion and deployment
  • K3 NPU compiler/runtime and supported operators
  • ONNX, PyTorch export & model runtimes
  • Quantisation, calibration & numerical validation
  • Edge/accelerator NPU and heterogeneous inference
  • Python/C++ and Linux deployment pipelines
  • Model equivalence testing and production acceptance

Ideal candidate:

  • Strong hands-on experience with ML inference systems
  • Experience with model compilers and runtimes
  • Familiarity with ONNX and PyTorch workflows
  • Practical experience in quantisation and production deployment

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