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Computer Vision Engineer - Remote Role

Aventine softwareUnited States🇺🇸United StatesPosted 18 Aug 2026

Quick Overview

Work Type
Remote
Level
Mid Senior

Job Description

Role: Lead Edge AI & Computer Vision Engineer

Location: Remote

Type: Contract Role

Core Objective: Architect, benchmark, and optimize an end-to-end computer vision and low-latency execution pipeline combining spatial geometric math with low-level C++/CUDA acceleration directly on NVIDIA Jetson embedded edge hardware (Orin NX / AGX Orin) to achieve sub-10 ms processing latency.

Key Qualifications:

  1. Full-Stack Edge AI Experience:12 15+ years of experience bridging real-time computer vision algorithm design, spatial geometry, and low-level C++/CUDA execution on embedded edge hardware.
  2. NVIDIA Jetson Ecosystem:Deep expertise in Jetson embedded platforms (Orin NX, AGX Orin, L4T, power profiles, core pinning) and a proven track record compiling/tuning TensorRT FP16/INT8 engines via PTQ/QAT.
  3. Optical & Spatial Geometry:Expertise in 2D/3D camera calibration, perspective homography transformations, lens distortion modeling, and millimeter sizing math in industrial settings.
  4. Low-Latency Systems Engineering:Expertise in zero-copy shared memory, DMA frame buffers, lock-free queues, custom CUDA plugins, and microsecond profiling via Nsight Systems and NVTX markers.
  5. Tooling & Industrial I/O:Proficiency in C++17, Python, PyTorch, OpenCV, CUDA, non-blocking asynchronous sockets (UDP, PLC integration), and building automated dataset benchmarking harnesses.

Skills

OpenCV
CUDA
Computer Vision
C++
PyTorch
Python

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