12 days ago
Irving, TX, USASenior
Base Salary
$95k - $118k/yr
Responsibilities
- Port GPU-based video analytics models, including object detection and classification, to CPU-only router targets.
- Optimize inference pipelines for constrained hardware and a memory footprint below 100MB using SLMs.
- Build containerized architectures with dynamic, cloud-driven model loading.
- Tune accuracy and performance tradeoffs on ARM/MIPS router hardware.
- Integrate solutions with Cradlepoint OS and PrplOS environments.
- Benchmark and iterate on detection accuracy versus latency.
- Perform cross-compilation, profiling, and memory optimization for embedded Linux targets.
Requirements
- At least 4 years of experience in embedded systems or edge ML deployment.
- Experience with Docker or LXC containerization on constrained devices.
- Experience with ML model optimization, including quantization, pruning, ONNX, TensorFlow Lite, and OpenVINO.
- Experience with video analytics and computer vision, including YOLO variants and object detection pipelines.
- Proficiency in Python and C/C++ on Linux embedded targets.
- Strong-plus experience with Cradlepoint NetCloud, PrplOS, OpenWRT, NPU/DSP acceleration, DeepStream, SLM deployment, or RTSP/video streaming on embedded Linux.
Benefits
- Onsite role.
- Compensation includes $95,000–$118,000 per year plus a Cost of Living Allowance.
- Bonus and comprehensive benefits are offered.
- Medical, dental, vision, and life insurance.
- Paid holidays and paid time off.
- 401(k) plan and contributions.
- Long-term and short-term disability coverage.
- Paid parental leave.
- Employee Stock Purchase Plan.
- Applications accepted until September 30, 2026.
About Cognizant
Cognizant is a public IT services and consulting firm that designs, builds, and runs enterprise technology, including digital engineering, cloud modernization, data/AI, and managed services. It sells consulting, systems integration, and outsourcing on multi-year engagements to large enterprises in healthcare, banking, retail, communications, and manufacturing. Founded in 1994 and headquartered in Teaneck, New Jersey, Cognizant is NASDAQ-listed (CTSH) and a Fortune 500 company.