Vision Sensors/ Computer Vision Engineer

N8XT AEROSPACE PTE. LTD.; Singapore; On-site; SGD 70,000 - 120,000; Full time

Job summary

N8XT Aerospace PTE. LTD. in Singapore seeks a computer vision / image processing engineer to develop and implement algorithms and software for real-time object detection from multiple sources including electro-optical and thermal sensors.

You will research imaging systems, calibrate cameras for outdoor use, design and test processing pipelines, and work with data scientists and clients to deliver robust image solutions.

Qualifications

• 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 imaging system sensor characteristics and ISP concepts.
• Hands-on experience in image processing pipeline (focus, color management, etc.).
• Proficiency in Python, C++, MATLAB and related tools.

Responsibilities

• Develop and implement algorithms to process and analyse images for object detection.
• Research imaging systems and validate them for outdoor real-time use.
• Design and test image processing systems with filters, edge detectors, feature extractors and classifiers.
• Optimize performance of image processing algorithms using parallel computing and ML/DL.
• Collaborate with data scientists, engineers, researchers and clients to gather requirements.
• Document and present results of image processing experiments and analyses.

Skills

Python

C++

MATLAB

Image processing

Machine learning

Deep learning

OpenCV

Team collaboration

Problem solving

Communication skills

Education

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

Tools

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