Deep Learning Scientist - Singapore - Hyundai Motor Group Innovation Center In Singapore Pte. Ltd.

Description

Overview

This position is responsible for the rapid development and deployment of high-performing AI and Data Science models suitable for advanced manufacturing of electric vehicles.

Responsibilities

• Rapidly develop, deploy, and enhance high-performing and purpose-fit Visual Inspection algorithms, including Anomaly Detection, Object Detection, and Image Classification.
• Advance Human Understanding algorithms, encompassing (2D/3D) Human Pose estimation, Behavior classification, and Person Re-identification.
• Apply cutting-edge Multimodal and LLM Models to Information Retrieval and Question-Answering tasks.
• Take ownership of the complete data life-cycle for AI and Data Science algorithms: from creation/extraction and transformation to annotation, loading, storage, update, and deletion.
• Participate actively in cross-functional Agile projects, contributing to the collaborative development and integration of AI solutions.

Requirements

• Bachelor's or Master's degree in Computer Science, Electrical Engineering, Industrial Engineering, or equivalent practical experience.
• At least 2 years of working experience in Artificial Intelligence, Machine Learning, Computer Vision, Statistics, Data Analytics, or Data Science is preferred.
• Hands-on experience in the following areas: Anomaly Detection, (2D/3D) Human Pose estimation, Behavior classification, Abnormal behavior detection, Online/Continual Learning, Multimodal/LLM Models, or other related fields of AI/Machine Learning.
• Understanding of state-of-the-art theories in AI/Machine Learning.
• Skills/experience with one or more programming languages, including Python, C++, or Java.
• Expertise in deep learning frameworks, including PyTorch or TensorFlow.
• Experience in Agile methods and design thinking is an advantage.
• Experience in MLOps is an advantage.