Artificial intelligence professional employment direction and prospects for: search direction, computer vision and pattern recognition direction, medical image processing, unmanned field.
I, employment direction
1, search direction
Search is an important application area of artificial intelligence, the current initial realization of artificial intelligence products such as Xiaodu Xiaodu, Xiaoyi classmates, Tmall Genie, etc., are based on intelligent search and voice search. In addition, image search has been basically realized, the accuracy can reach more than 90%, such as Baidu literacy map, homework help search questions. Video search is also the direction of further research in the search field.
2, computer vision and pattern recognition direction
This direction is the direction from the technical level of the delineation of the direction of the application areas include: intelligent office, intelligent transportation, smart city and so on. The performance of the technology layer has fingerprint recognition, iris recognition (common as in film and television drama locks), license plate recognition (traffic system in the determination of violations and electronic processing) and so on.
3, medical image processing
Much of the medical equipment and medical devices will be involved in image processing and imaging technology, such as Siemens, Philips and other companies will have a specialized artificial intelligence research and development department.
4, driverless field
Driverless is a hot topic in recent years, but also one of the key areas of application of artificial intelligence, certain automotive brands have been applied in the field of unmanned and really get the qualification of the road, but due to the current artificial intelligence technology and can not support the real unmanned, so in the unmanned vehicles after an accident. Driverless applications are now once again returning to the laboratory.
Two, employment prospects
The job market prospects of artificial intelligence is very broad. With the rapid development and wide application of artificial intelligence technology, the demand for artificial intelligence professionals continues to grow.
Whether it's the positions of AI algorithm engineers, machine learning engineers, data scientists or natural language processing engineers, they all face a situation of high salary and high demand. According to statistics, job opportunities in the field of artificial intelligence will continue to grow and more jobs are expected to come up in the coming years.
Technology Development Trends
1, Deep Learning and Neural Networks
Deep Learning is one of the core drivers of AI technology, and by simulating the workings of the human brain through Neural Networks, it can realize the efficient processing and analysis of large-scale data such as images, speech and text. The development of deep learning and neural network technology will bring more applications and innovations to AI.
2, computer vision and image recognition
Computer vision is an important research direction in the field of artificial intelligence, and its application covers many fields such as face recognition, target detection, image segmentation and so on. With the continuous progress of computer vision technology, the application of artificial intelligence in image recognition and visual perception will continue to expand.
3, Natural Language Processing and Intelligent Dialogue System
Natural Language Processing is a field combining Artificial Intelligence and Linguistics, through the understanding and processing of linguistic text, enabling machines to communicate and dialog with humans. The development of intelligent dialog systems will promote the application of artificial intelligence in intelligent assistants, intelligent customer service and other fields.