What is the starting salary for an artificial intelligence major (you are only one year away from a

1. Ranking of the Best Schools in Artificial Intelligence

In the opening season of September, facing various disciplines and majors, everyone has a past experience. Most people choose the current hot industry, but from an investment perspective, there may be a more rational profession for the future. The salary is high, and talent competition is not yet intense. Studying artificial intelligence is at that time. Currently, China's top ten universities of artificial intelligence are Tsinghua University, Peking University, Shanghai Jiaotong University, Zhejiang University, etc Fudan University, Nanjing University, Southeast University, Harbin Institute of Technology, Xi'an Jiaotong University, and Huazhong University of Science and Technology.

2. What should I learn in the field of artificial intelligence

AI is on fire, what about the AI major? When it comes to artificial intelligence, we have to answer a question - what is artificial intelligence? But at present, experts have not yet had a clear definition. The main reason is that its concept is too broad to be queried on Baidu Baike. AI is generally defined as a branch of computer science: AI attempts to understand the essence of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence.

3. Recommended schools for postgraduate entrance exams in artificial intelligence

The research scope includes natural language processing, machine learning, neural network, pattern recognition, intelligent search, etc; The application fields include machine translation, language and image understanding, automatic programming, expert systems, etc. It can be seen from this that artificial intelligence is a broad concept in the development of technology and theory, and its scope is expanding with the continuous expansion of applications.

4. Artificial Intelligence Professional Courses

Some experts even believe that AI belongs to the intersection of social science and natural science, involving mathematics, psychology, neurophysiology, information theory, computer science, philosophy and cognitive science, uncertainty theory and cybernetics. In fact, because AI belongs to the direction of in-depth research and needs a certain foundation, many university undergraduates do not have specialized and in-depth AI and ML majors.

5. What are the employment directions and prospects for artificial intelligence majors

Although there is no major in artificial intelligence in undergraduate studies, many universities in China have been studying artificial intelligence for a long time, Represented by C9 universities (the Nine University Alliance, which is one of the first batch of top tier universities under the national 985 key construction, including Peking University, Tsinghua University, Fudan University, Shanghai Jiao Tong University, Nanjing University, Zhejiang University, University of Science and Technology of China, Harbin Institute of Technology, and Xi'an Jiao Tong University) and the Institute of Chinese Academy of Sciences, artificial intelligence research is currently doing relatively well.

6. Postgraduate entrance examination subjects for artificial intelligence major

For example, Professor He Zhijun of Zhejiang University established the Computer Science program in 1978 and positioned artificial intelligence as a key development direction for the computer science program at Zhejiang University, laying the direction and foundation for the research on artificial intelligence at Zhejiang University. He Zhijun trained Academician Pan Yunhe and Professor Wu Chaohui as two presidents of Zhejiang University, Academician Pan Yunhe is currently leading the work of the Expert Committee for the National Major Project of "New Generation Artificial Intelligence (Artificial Intelligence 2.0)".

7. Artificial Intelligence Graduate Examination

NetEase Intelligence learned from the Chinese Association of Artificial Intelligence that the Association once cooperated with 20 societies, including the Chinese Association of Automation, the China Electronics Society and the China Communications Society, and 42 universities, including Peking University and Zhejiang University, to make a demonstration report on the first level discipline of "intelligent science and technology". At present, 36 universities have officially approved by the Ministry of Education to establish the undergraduate major of "intelligent science and technology"; Out of the graduate program directory of the Ministry of Education, there are 79 professional directions related to "Intelligent Science and Technology".

8. Direction of Artificial Intelligence Graduate Entrance Examination

The urgent demand for talent has forced the establishment of first-class disciplines in the field of artificial intelligence to accelerate. Wu Fei, Vice Dean of the School of Computer Science at Zhejiang University and Director of the Institute of Artificial Intelligence at Zhejiang University, stated in a media interview that there is currently no major in artificial intelligence in undergraduate programs in China, and artificial intelligence is currently a research direction in computer science.

9. Employment direction of artificial intelligence major

In addition, artificial intelligence is closely integrated with informatics. Therefore, computer science and technology, control science, software engineering, and statistical mathematics are closely integrated with artificial intelligence and have high correlation in disciplines. Currently, some universities have established data science related majors to directly connect with the application of artificial intelligence.

Which school is the best for artificial intelligence majors

However, the discipline of artificial intelligence and related technologies is not yet a first-class discipline in China. Yang Fangchun, Executive Vice Chairman of the Chinese Artificial Intelligence Society and Professor of Beijing University of Posts and Telecommunications, pointed out in a media interview that, "Because AI is not a first-class discipline, the teaching and scientific research activities of AI related majors are scattered in many other first-class disciplines. The courses of intelligence specialty are not the key learning content, and the proportion of class hours is also small. There are problems such as high opening and low going, fragmentation, and low-level repetition, which seriously hinder the development of China's intelligent science and technology and the cultivation of intelligent technology talents.

”In July of this year, the State Council issued the "Development Plan for the New Generation of Artificial Intelligence", which clearly stated that efforts should be made to build artificial intelligence disciplines. The "Plan" pointed out that the layout of disciplines in the field of artificial intelligence should be improved, the artificial intelligence major should be established, and the construction of first level disciplines in the field of artificial intelligence should be promoted. Artificial intelligence colleges should be established in pilot universities as soon as possible, and the number of doctoral and master's admissions in artificial intelligence related disciplines should be increased.

Encourage universities to expand the content of artificial intelligence education on the existing basis, form a new model of "artificial intelligence+X" composite professional training, attach importance to the intersection and integration of artificial intelligence and mathematics, computer science, physics, biology, psychology, sociology, law and other disciplines, strengthen industry university research cooperation, and encourage universities, research institutes, and enterprises to cooperate in the construction of artificial intelligence disciplines.

This confirms the status of AI as a first-class discipline at the government level. With the launch of the Plan, colleges and universities around the country have begun to prepare for the establishment of AI majors and AI colleges. For example, recently, the University of the Chinese Academy of Sciences officially announced the establishment of the AI Institute of Technology, becoming the first new college in China to comprehensively carry out teaching and research in the field of AI technology.

The shortage of AI talents in China is one million, and the popularity of the artificial intelligence industry has driven the prosperity of AI talent employment. According to relevant experts' estimates, the talent demand gap in China's artificial intelligence discipline is close to one million annually! Wu Fei believes that artificial intelligence has strong penetration and can be combined with majors such as robotics, economics, and medicine to form an innovative application of "artificial intelligence+X".

It can be connected with engineering, humanities, law, and other disciplines to support significant changes in the context of big data. According to the admissions director of a certain university this year, artificial intelligence, as a research direction in computer science, is currently mainly recruited during the graduate stage. According to the "Global Artificial Intelligence Development Report" produced by NetEase Technology and Wuzhen Think Tank in 2016, The top ten universities in China for artificial intelligence are Tsinghua University, Peking University, Shanghai Jiao Tong University, Zhejiang University, Fudan University, Nanjing University, Southeast University, Harbin Institute of Technology, Xi'an Jiao Tong University, Huazhong University of Science and Technology, etc.

In addition, the global rankings of universities in the field of artificial intelligence are: Massachusetts Institute of Technology, Carnegie Mellon University, Stanford University, Harvard University, University of Illinois at Urbana Champaign, University of California at Berkeley, University of Toronto, Yale University, University of Edinburgh, Cornell University. Additionally, American giants such as Microsoft, Google, Facebook, and Amazon have also established artificial intelligence research institutions.

In the global TOP50 ranking of artificial intelligence disciplines summarized in the above report, the top ranked universities are mostly in Europe and America, especially in the United States, while none of China's universities have entered the top 50. It can be seen that there is still a significant gap between China and the United States in the academic field of artificial intelligence. Fortunately, China's academic research in the field of artificial intelligence has shown explosive growth in recent years, with patent applications The number of authorizations has increased significantly, surpassing the United States in terms of patent applications and authorizations.

As for salary, some experts point out that domestic internet and technology giants are vigorously recruiting talents related to artificial intelligence, which makes this group of professional students very popular. These companies not only include BAT giants, but also well-known enterprises such as NetEase, Hikvision, Huawei, and iFLYTEK. According to Wu Fei, the initial annual salary of doctoral students graduating from the field of artificial intelligence research can reach 300000 yuan.

A list of 32 universities in China that offer artificial intelligence related majors has high salaries and competition is not yet fierce. So, what is the real employment environment for graduates of artificial intelligence majors when they enter the workplace? Let's take a look at the salary ranking of internet positions through several sets of data: artificial intelligence ranks third, and the data shows that management positions have the highest salary, with an average of 23k, followed closely by data development and artificial intelligence, both above 20k.

2. Hottest segmentation: Voice recognition is a new hot field in artificial intelligence. The increase in the number of job seekers in other positions has led to a stable salary trend, while voice recognition stands out with leading salary increases. The average salary has increased from 20.5k in 2016 to 27.6k in 2017.

3. City distribution: More than half of the artificial intelligence positions in Beijing are located in Beijing, with a proportion of 54%, followed by Shanghai, Shenzhen, Hangzhou, Guangzhou, and Chengdu.

4. Advantages of large companies: With a large number of employees and an average salary of up to 28%, artificial intelligence positions come from large companies with over 2000 employees, and companies with over 500 employees account for 42%.

In 2017, in the field of artificial intelligence recruitment, the average salary for large companies with over 2000 employees was 25.2k, compared to only 16.2k for companies with 15-20 employees. And overall, there is a phenomenon of 'the larger the company, the higher the salary'.

5. Fresh graduates: In the field of artificial intelligence, they earn 9k, while in mobile development, they only earn 6k. Compared to traditional technical positions, the artificial intelligence field provides relatively generous salaries for job seekers with different experience stages. A fresh graduate entering the artificial intelligence industry can earn an average of 9k, while in mobile development, they only earn 6k; A high-quality talent with over 10 years of work experience, whose salary for engaging in artificial intelligence has nearly doubled compared to backend development.

6. Competition: The competition for artificial intelligence positions is not as intense as in other fields, with an average of 24.7 resumes per position. In contrast, the mobile development field has the highest average of 130.3 resumes per position.

Therefore, artificial intelligence is currently a field of rapid development. The demand for talent is growing rapidly, but compared with other technical positions, such as front-end development and mobile development, the supply of talent in the field of artificial intelligence has not kept up. The competition for the same position is not so fierce for job seekers, and salaries are also rising. This source: comprehensive editing of black intelligence, cultural industry news.