Engineer (AI Image Recognition) (Optics and Imaging Systems Group), SIMTech

Agency for Science, Technology and Research (A*STAR); Singapore; On-site; SGD 50,000 - 80,000; Full time

Job summary

A leading research organization is seeking a Research Engineer specializing in AI Image Recognition for its Optics and Imaging Systems Group in Singapore. The successful candidate will engage in developing AI-driven inspection technologies for various industrial applications, collaborating closely with experienced team members to innovate and contribute to the fields of deep learning and computer vision. Ideal candidates will be proactive, with strong technical skills in AI and programming, and the ability to communicate effectively.

Qualifications

• Bachelor’s degree in relevant field required.
• Expertise in Machine Learning and Deep Learning dynamics.
• Knowledge of Computer Vision preferred.

Responsibilities

• Design training methodologies for AI modules in image recognition tasks.
• Evaluate AI tools for deep learning and develop optimized models.
• Assist in training courses on AI-driven image processing.

Skills

Machine Learning

Deep Learning

Computer Vision

Programming Skills

Communication Skills

Education

Bachelor’s degree in Artificial Intelligence, Software Engineering, or relevant computing engineering

Tools

OpenCV

Python

C++

Job description

Position - Engineer (AI Image Recognition) for Optics and Imaging Systems Group.

SIMTech is seeking a Research Engineer to join Optics and Imaging Systems (OIS) Group, contributing to the research and development of AI-based image recognition applications for industrial use. These applications span multiple industrial sectors including semi-conductor, aerospace, precision engineering , and biomedical manufacturing.

Job Description:

The Optics and Imaging Systems (OIS) Group is a one-stop provider of automated optical and non-optical inspection technologies. The Group collaborates with academic institutions, co-develops equipment and devices with industry partners, and provides technical services and training to the manufacturing industry.

The successful candidate will work closely with senior colleagues within OIS to strengthen the Group’s Artificial Intelligence (AI) development capabilities in the following areas,

• Customised inspection systems for real time detection in production lines
• Advanced imaging-based inspection equipment for quality control in manufacturing
• Bio-imaging, detection and analysis for digital pathology and diagnostic

The key roles & responsibilities include, but are not limited to:

• Design of training methodology and development of AI modules in the following areas,
• Segmentation of target objects in images with strong background noise,
• Detection and categorization of multi small objects in large images,
• Recognition of irregular complicated pattern/structure
• Design of training strategies for high accuracy detection with small sample size including research for auto selection of valid training images within a larger image population

• Evaluation of commercial and open-source tools for AI, deep learning and related technologies

• Assist in training courses in AI-driven image processing and analysis with AI technology.

Job Requirements:

Bachelor’s degree in Artificial Intelligence, Software Engineering, or relevant computing engineering.

• Expertise in Machine Learning and Deep Learning, including knowledge in frameworks, convolutional neural networks, large datasets, labelling tools, model optimization etc.
• Knowledge of Computer Vision is preferable.
• Experience with OpenCV or similar libraries.
• Programming Skills:
• Proficiency in Python.
• Experience with C++ for performance-critical applications.
• Familiarity with software development best practices (version control, testing, debugging).
• Strong verbal and written communication skills for engaging with peers and management
• Self-moted, adaptable, proactive, and a team player.