Edge Vision AI Engineer for Real-Time Production Systems

Syanxg Technologies Pte Ltd; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Syanxg Technologies Pte Ltd is seeking a Vision AI Engineer to design and deliver production-grade Vision AI systems for edge and cloud use. You will work on object detection, segmentation, tracking, and video analytics, while optimizing inference pipelines with TensorRT/ONNX. Collaboration across teams will drive commercial Vision AI solutions.

You will fine-tune vision-language models for domain-specific tasks and help deploy end-to-end AI solutions from model to production rollout.

Qualifications

• Strong background in computer vision, deep learning, and AI application development.
• Proficiency in PyTorch, TensorFlow, or equivalent frameworks.
• Hands-on experience with object detection, segmentation, tracking, or video analytics.
• Knowledge of MLLMs, VLMs, and multimodal model adaptation.
• Experience deploying AI models with ONNX or TensorRT.
• Experience with NVIDIA Metropolis, DeepStream, or similar stacks.
• Proven production deployment of Vision AI solutions in commercial environments.
• Strong Python skills and familiarity with C++ for AI apps.

Responsibilities

• Develop computer vision models for object detection, segmentation, tracking, and video analytics.
• Implement and optimize Vision AI algorithms for edge and cloud deployments.
• Fine-tune vision-language models for domain-specific tasks.
• Build Vision Agent capabilities for live or recorded video streams.
• Create low-latency inference pipelines using TensorRT/ONNX Runtime or equivalents.
• Support end-to-end AI deployment from integration to production rollout.
• Collaborate with teams to deliver production-grade Vision AI solutions.

Skills

Vision AI development

Deep learning

PyTorch/TensorFlow

Object detection

Video analytics

MLLM/VLM adaptation

Production deployment

Python programming

C++ for AI

Education

Bachelor's degree or higher in CS/AI/EE

Tools

Docker

Kubernetes

CUDA

ONNX/TensorRT

Job description

Syanxg Technologies Pte Ltd is seeking a Vision AI Engineer to design and deliver production-grade Vision AI systems for edge and cloud use. You will work on object detection, segmentation, tracking, and video analytics, while optimizing inference pipelines with TensorRT/ONNX. Collaboration across teams will drive commercial Vision AI solutions.

You will fine-tune vision-language models for domain-specific tasks and help deploy end-to-end AI solutions from model to production rollout.