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1 hour ago
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rust c tensorrt quantization pruning

πŸ“‹ Description

  • Lead edge deployment strategy for STT/TTS on-device, on-prem, air-gapped across hardware targets.
  • Optimize models for edge: quantization, pruning, distillation, and runtime tuning for latency, memory, and power.
  • Partner with Qualcomm, Motorola, and vendors for efficient chipsets, SDK integration, benchmarking, and joint go-to-market.
  • Support defense customers via AWS NatSec partnerships; translate mission needs into engineering deliverables.
  • Design and build edge runtime infrastructure: packaging, deployment pipelines, OTA updates, telemetry for low-connectivity devices.
  • Harden deployments for security-sensitive environments: secure boot, encrypted storage, tamper detection, audit logging.

🎯 Requirements

  • 5+ years of experience in systems engineering, embedded computing, or edge AI deployment with production hardware.
  • Strong proficiency in C, C++, and/or Rust; writing performance-critical code for constrained environments.
  • Hands-on experience with edge model optimization: quantization, pruning, distillation, or architecture-specific compilation.
  • Familiarity with ONNX Runtime, TensorRT, TFLite, or vendor SDKs (Qualcomm SNPE/QNN, MediaTek NeuroPilot).
  • Experience with security-conscious development practices: secure boot, encrypted storage, code signing, and secure deployment pipelines.
  • Strong understanding of hardware-software interaction: CPU/GPU/NPU architectures, memory hierarchies, power management, and impact on inference performance.

🎁 Benefits

  • Medical, dental, vision benefits
  • Annual wellness stipend
  • Mental health support
  • Unlimited PTO
  • Generous paid parental leave
  • 401(k) plan with company match
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