image processing

At the entry-level, professionals must bring a combination of hard and soft skills to the table. Image processing jobs for require the following:

• Knowledge of OpenCV
• Machine Learning
• Python, Java, C++
• Knowledge of deep learning architectures
• MATLAB
• Mathematical aptitude
• Creativity
• Curiosity
• Interpersonal skills
• Ability to work in a team

Entry-level AI image processing professionals typically perform duties such as developing image analysis algorithms, analysing and developing software for advanced computer vision, and working with cloud-based applications and visual system hardware.

Some top industries that offer digital image processing jobs are:

• Manufacturing – Developing industrial camera systems for precise measurements of components, designing intelligent machine vision systems for workers’ garments and tools
• Healthcare – Improving X-ray quality, detecting and predicting disorders and diseases
• Defense – Deploying computer vision for detecting targets, tracking, and recognising objects
• Electronics – Optical character recognition, identifying and reading codes on components, inspecting components visually

A career in the field can take shape along different paths and image analysis jobs:

• Computer Vision Engineer – Responsible for designing and developing high-performance systems in collaboration with a team of developers. They may also identify new market opportunities for computer vision related products
• Image Processing Developer – Responsible for developing and implementing image processing algorithms, software development in C++, working with different interfaces using image processing in machine learning
• Medical Imaging Technician - Responsible for collecting images through X-rays and other equipment to assist healthcare professionals in diagnosing medical issues. Medical image processing jobs involve different types of specialisations which require skilled technicians

To secure image processing jobs in Bangalore and other leading cities, professionals must have a Bachelor’s degree in computer science, computer vision, mathematics, machine learning, etc. In addition to a formal degree, professionals can engage in a research project to get a deeper understanding of the concepts and display commitment to employers.

Today, there is a great demand for machine learning and image processing skills but a shortage of skilled talent. This presents an opportunity for those interested in the field to get ahead quickly. Much like the internet, artificial intelligence will soon take over businesses in every industry and image processing jobs will grow. Professionals looking for computer visions jobs, medical image analysis jobs, biomedical image processing jobs, and other digital image processing jobs must invest in developing their skills to be prepared for the future.