Edge AI Engineer — Real-Time Computer Vision

AZTECH TECHNOLOGIES PTE LTD; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

AZTECH TECHNOLOGIES PTE LTD, Singapore, seeks an AI Engineer (Computer Vision) to translate lab AI into real-world solutions. You will handle cameras, video streams, and edge computing to build systems that can see, analyse and respond to events in real time.

You will deploy CV/AI models on edge devices, build real-time video applications, and collaborate with CV and R&D engineers to bring new models into production using PyTorch, ONNX and TensorRT.

Qualifications

• Degree in Computer Science, Computer Engineering, AI or related field.
• Proficient in Python.
• Hands-on experience with OpenCV and video processing.
• Basic understanding of computer vision and AI/deep learning inference.
• Experience deploying applications in a Linux environment.
• Understanding of RTSP, video codecs, FPS, resolution and real-time video.
• Good troubleshooting and problem-solving skills.
• Some experience working with GPUs or hardware-accelerated AI.

Responsibilities

• Deploy and integrate computer vision and AI models on edge devices, GPU systems and AI platforms.
• Build and maintain real-time video processing applications.
• Connect and work with video streams from IP cameras, NVRs and other camera systems.
• Work with AI models using PyTorch, ONNX and TensorRT.
• Improve system performance, including speed, latency, GPU utilisation and multi-camera processing.
• Deploy solutions on platforms such as NVIDIA Jetson, industrial PCs, GPU servers and AI Boxes.
• Connect AI results to APIs, databases, dashboards and alarm systems.
• Troubleshoot issues across video, software, hardware, networking and system performance.
• Develop reusable tools and components for video streaming, AI inference, monitoring and system configuration.
• Work closely with Computer Vision and R&D engineers to bring new AI models into working products.

Skills

Python

OpenCV

Real-time video

Linux

GPU utilisation

Problem solving

Education

CS/CE/AI degree

Tools

PyTorch

ONNX

TensorRT

CUDA

FFmpeg

GStreamer

NVIDIA DeepStream

Docker

REST API

MQTT

NVIDIA Jetson

CCTV/NVR

Job description

AZTECH TECHNOLOGIES PTE LTD, Singapore, seeks an AI Engineer (Computer Vision) to translate lab AI into real-world solutions. You will handle cameras, video streams, and edge computing to build systems that can see, analyse and respond to events in real time.

You will deploy CV/AI models on edge devices, build real-time video applications, and collaborate with CV and R&D engineers to bring new models into production using PyTorch, ONNX and TensorRT.