Senior Software Engineer

Hybrid in Irving, TX, US • Posted 3 hours ago • Updated 3 hours ago
Contract W2
12 Months
No Travel Required
On-site
Depends on Experience
Fitment

Dice Job Match Score™

🔢 Crunching numbers...

Job Details

Skills

  • Senior Software Engineer
  • C++
  • Embedded systems or Edge ML deployment
  • Containerization (Docker
  • LXC)
  • ML model optimization
  • Python & C/C++
  • CPU-constrained router hardware
  • Cradlepoint OS
  • Wi-Fi 7 PrplOS
  • FWA routers

Summary

Title: Senior Software Engineer

Skill: C++

Location: Irving, TX

Experience: 10+ Years

 

Role:

Port and optimize a containerized video analytics pipeline to run on CPU-constrained router hardware (Cradlepoint OS, Wi-Fi 7 PrplOS, FWA routers). You'll own the full stack: model optimization, container architecture, and on-device inference performance.

 

What You'll Do

  • Port GPU-based video analytics models (object detection, classification) to CPU-only router targets
  • Optimize inference pipeline to stay under 100MB memory footprint using SLMs
  • Build containerized architecture with dynamic cloud-driven model loading
  • Tune accuracy/performance tradeoffs on ARM/MIPS router hardware
  • Integrate with Cradlepoint OS and PrplOS environments
  • Benchmark and iterate on detection accuracy vs. latency on constrained hardware

 

Required

  • 4+ years in embedded systems or edge ML deployment
  • Experience with containerization (Docker, LXC) on constrained devices
  • ML model optimization: quantization, pruning, ONNX, TensorFlow Lite, OpenVINO
  • Video analytics / computer vision (YOLO variants, object detection pipelines)
  • Python + C/C++ on Linux embedded targets
  • Cross-compilation, profiling, and memory optimization

 

Strong Plus

  • Cradlepoint NetCloud / PrplOS / OpenWRT experience
  • NPU/DSP acceleration on router-class SoCs
  • DeepStream or similar inference pipeline experience (GPU→CPU migration)
  • SLM deployment (sub-1B parameter models on edge)
  • RTSP/video streaming on embedded Linux

 

You Are

  • Comfortable with no GPU — CPU-only inference is the constraint, not a fallback
  • Pragmatic about accuracy tradeoffs at the edge
  • Experienced navigating vendor OS lock-in and limited debugging toolchains

 

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
  • Dice Id: 10119106
  • Position Id: 9086878
  • Posted 3 hours ago
Create job alert
Set job alertNever miss an opportunity! Create an alert based on the job you applied for.

Similar Jobs

Irving, Texas

Today

Easy Apply

Contract

Depends on Experience

Irving, Texas

Today

Easy Apply

Contract

Depends on Experience

Irving, Texas

Yesterday

Easy Apply

Contract

Depends on Experience

Dallas, Texas

Yesterday

Easy Apply

Contract, Third Party

$50 - $60

Search all similar jobs