Vision Sensors Engineer

N8XT AEROSPACE PTE. LTD.; Singapore; On-site; SGD 50,000 - 80,000; Full time

Job summary

A leading company in aerospace technology is seeking a computer vision/image processing engineer responsible for developing algorithms and software tools for various object detection applications. This role involves validating imaging systems, designing processing components, and collaborating with professionals to optimize image processing algorithms. The ideal candidate should possess a strong academic background in relevant fields and hands-on experience with popular programming tools and frameworks.

Qualifications

• Experience in image processing and/or computer vision, preferably outdoor systems.
• Deep understanding of imaging systems' sensor characteristics.
• Hands-on experience in the image processing pipeline.

Responsibilities

• Research and validate various imaging systems.
• Design and test image processing systems and components.
• Collaborate with data scientists and engineers on image-processing projects.

Skills

Image processing

Computer vision

Problem-solving

Communication

Education

Bachelor's degree or higher in computer science, physics, mathematics or related field

Tools

Python

C++

MATLAB

OpenCV

TensorFlow

PyTorch

scikit-image

PIL

Job description

The computer vision / image processing engineer is responsible for developing and implementing algorithms and software tools to process and analyse images for various object detection applications from multiple real-time mission-critical image sources, such as electro-optical, thermal imaging sensors and other sensors.

The job scope includes:

• Research various imaging systems and validate them.
• Using optical metrology techniques, calculate and calibrate cameras for outdoor real-time mission-critical applications
• Designing and testing image processing systems and components, such as filters, edge detectors, feature extractors, classifiers, etc
• Optimising the performance and accuracy of image processing algorithms using techniques such as parallel computing, machine learning, deep learning, etc
• Collaborating with other data scientists, engineers, researchers, and clients to understand the requirements and specifications of image-processing projects
• Document and present the results and findings of image processing experiments and analyses

Requirements:

• A bachelor's degree or higher in computer science, physics, mathematics or a related field
• Experience in image processing and/or computer vision, preferably outdoor systems
• Deep understanding of the imaging systems' sensor characteristics, optical metrology techniques and image signal processing
• Hands-on experience in the image processing pipeline. (Zoom and focus, auto white balance, camera colour conversion, colour space and colour management, etc.)
• Expertise in identifying diverse colour issues within intricate ISP systems and in precision tuning of parameters to achieve optimal image quality
• Knowledge of mathematical modelling, statistical analysis and image processing techniques. (Kalman filtering etc.)
• Proficiency in Python, C++, MATLAB or other programming languages
• Familiarity with popular frameworks and libraries for image processing and machine learning, such as OpenCV, TensorFlow, PyTorch, scikit-image or PIL
• Ability to work independently and as part of a team
• Excellent communication and problem-solving skills