Research Scientist - Vision Inspection

The role

This person will develop visual intelligence models and AI Agents for the manufacturing AI field. They will analyze image and video data from manufacturing processes to develop anomaly detection models.

What you will do

• Develop visual intelligence models and design manufacturing AI Agents in the manufacturing AI field
• Analyze image and video data from manufacturing processes to develop anomaly detection models
• Design and train optimized deep learning algorithms in data environments with constraints such as Class Imbalance and Noisy Labels
• Develop and improve performance of deep learning-based Computer Vision models
• Design AI Agent structures and develop algorithms based on manufacturing process data

Required qualifications

• Master's or PhD degree in Computer Vision or related fields
• Proficient skills in deep learning frameworks such as TensorFlow and PyTorch
• Proficiency in image and video data analysis and processing
• Experience using AI Agent frameworks (LangChain, LlamaIndex, AutoGen, CrewAI, etc.)
• Understanding of mathematical modeling, optimization techniques, and statistical analysis

Nice to have

• Research and development experience in manufacturing AI (vision inspection)
• Experience in developing industrial inspection systems or performing related projects
• Experience in AI model deployment and optimization
• Experience in implementing Multi-Agent systems (including LLM-based Orchestration development)
• Capability to use development and operation technologies such as Git and Docker

Before you apply

• Document screening → Online coding test & LG Way Fit Test (personality test) → Technical interview (face-to-face) → Culture Fit Interview (face-to-face)
• LG AI Research is not a military service designated company, so recruitment and transfer of technical research personnel is not possible

About the company

Physical Intelligence Lab researches and develops visual intelligence technology that exceeds human vision to create new experiences in real and virtual spaces. The lab aims to build the eyes of AI that understand the world and connect people.