Over the years, it turns out that entering and studying at the university is not the most difficult stage. Some challenges arise when trying to transition into a financially independent life and start pursuing your career. But, having received the coveted diploma of graduation from a university, some yesterday's students fall into prostration. Where to go, where will resumes be accepted? If your specialty Applied Informatics, who you work with may not know.

Directions in the specialty - where and who to work with?

Let's look into the details, first. The specialty may have several directions:

1. Computer science.
2. Mathematics.
3. Economy.

Graduates of the latest specialty receive a specific education. It helps them find positions as financial analysts and consultants in large companies. But the work is practically not related to computers, programming and computer networks. Don’t let the modest prefix “in economics” in the name of the specialty mislead you. Those who choose mathematics as their profile will be able to perform modeling tasks, creating software and mathematical software.

They are guaranteed a position as an engineer or developer at any specialized enterprise.

Where can you get a job with a coveted diploma?

But exactly "Applied Informatics" in all respects a more attractive specialty. Applicants who choose it will be able to choose between a variety of specialties. Most often graduates prefer positions:

1. System administrator in a large company.
2. Engineer at any enterprise.
3. Developer at a powerful startup.
4. Security system representative. Information also needs to be protected.
5. A specialist in the development and implementation of everything related to high technology and information.

Along with the diploma, you receive an extensive knowledge of information technology and mathematical analysis. It is not particularly difficult to secure a decent career for yourself if you know how to work with computers and information products.

Administration of large and small networks.

In the absence of serious ambitions, yesterday's students choose positions as system administrators. The work will force you to think regularly, look for errors and other malfunctions. But serious career growth not worth the wait. Fixed amount of income, flexible schedule and sufficient free time. Ideal for implementing your own projects. In the process of working on your idea, working “for an uncle” will help you master your specialty and earn money for basic needs. And if you have already decided to work in this area in the next few decades, set your priorities correctly. If you just need peace and free time, choose several small companies and provide services to them. We need funds - only large companies with regular allowances and bonuses.

Security representatives and engineers.

There are not many engineers in the country. The profession is in demand, but remember that you took a slightly different path. The choice of this particular specialty may be due to interest in a particular industry. This can happen while studying, but this is not an indicator that you need to give up everything and relearn. Try yourself as an engineer at one of the related enterprises. And if you understand that you want to protect information and systems from hackers, you can choose the option with system security. Additional courses and training may be required. But even in large companies, representatives of this department cannot boast of a large amount of knowledge. Self-study will give you a significant head start and improve you in the eyes of management.

Earn a living in 1 year - myth or reality?

Developing some kind of program and living on dividends until old age is the blue dream of most young people. Over the years, the realization of the unreality of such an outcome of events comes. On the other hand, a few manage to implement one successful project and no longer worry about anything. But even without such a favorable outcome, you can significantly improve your skill in terms of development. And your memories of working as a team and overcoming difficulties together will remain in your memory for many years to come.

Option with implementation information technologies sounds pretty vague. Any specialty can fit this description. Even the sales manager. If you see an open vacancy for such a specialist, you can be sure that it will go to best case scenario about developing an update to existing software or some systems.

Having seen the phrase applied computer science in your diploma in the specialty line, you already know who to work with. We would advise you to start your career in the 2nd or 3rd year, so that by the end of the university you will already have a job. Work experience and knowledge in the practical field are your invaluable advantage over other graduates. Before those who were less efficient.

Video about applied mathematics and computer science

What is applied computer science. Where did this specialty come from and what will you have to do at work later?

Demand

Payability

Competition

Entry barrier

Prospects

What does it mean to be a graduate of the specialty “Applied Informatics”? This means being one hundred percent sure that with the help of information technologies, automation of routine processes, technologies for collecting and processing information, life modern man can be made simpler and more convenient.

Who is the profession suitable for?

You don't have to be able to assemble a computer blindfolded and reinstall software with just a glance at the mouse. Of course, it will be significantly easier to learn for someone who is already interested in computers. However, something else is important: do you believe with all your heart that the development of technology is right, that you need to look for moments that require improvement, and automate various processes so that millions of operations can take place without human intervention. (For example, in the field of exchange trading of securities, even about 1.3 billion transactions are carried out on accounts every day on an average day: 99.9% are automatic, and only 0.1% of the remaining require human participation.)

Those who want to master a highly regulated specialty will be mistaken if they choose applied computer science. This is an innovative specialty, where you are always pioneers. Even if there is someone else doing the same thing, your job is to figure out how to do it differently.

And note too creative people: in this area, especially if we are talking about a complex application, it is easier not to automate work from scratch, but to improve something. There is something to build on, there is already a general vision of the system by the customer. In a “from scratch” project, six months may pass before the client begins to understand what he needs.

The essence of the matter and the wide possibilities

It is difficult to evaluate the work of an innovative specialist correctly. Often there is no right and wrong, because after a while it turns out that another way of solving a problem is optimal in relation to the once generally accepted one. And this time must be waited.

Applied computer science studies information technologies used elsewhere. A specialist employed in the field combines the skills and abilities to build an information environment that is convenient and easy to use, as well as optimally suited to the task, and knowledge in any subject area of ​​his choice.

Let's take a look at a professional... a library, for example. What processes require innovation here? Perhaps this is the accumulation of information about various authors and topics, the construction of a library catalog according to a selected characteristic... Or the process of accepting and issuing books - by the way, why not speed it up by using a barcode scanner? This way, reading debt will be determined more accurately, and librarians will become happier!

Now imagine that this is not a library, but a bank. The scope has changed, but nothing has changed globally. There is a need for cataloging, accumulation of information and, possibly, the use of a barcode scanner (for a faster and more convenient way for clients to deposit money into an account or move this money from a client's account).

So any area requires professional attention from an applied scientist. There is a certain process logic that needs to be studied before making improvements. And the specialist’s goal is to understand how technical knowledge can be adapted to solve problems in the subject area.

Automation is needed everywhere. Cashiers in a store punch receipts using a barcode scanner configured for the store’s product range and its accounting documents. At the factory, information about each part also enters the accounting program directly from the machine. At the dental clinic, your record is maintained electronically; In many Western and some of our medical laboratories, analysis is processed automatically, without human intervention. Accountants work with R-keeper, 1C, SAP-R3 systems, which automate their work.

At the same time, automation tools are still far from perfect - and are constantly evolving. Let’s say, if you are interested in foreign languages ​​and want to study applied computer science, please, there are systems like Lingvo or Promt and electronic dictionaries, and you, as a specialist interested in languages, will understand the requirements for such systems better than others and will be able to improve with pleasure existing programs or develop a new one that will successfully compete with them.

A wide choice of areas of application of knowledge is certainly an advantage for a graduate. Knowledge about how to look for problems to improve processes for working with information and how to solve them is completely unified. After graduation, you can equally well go to work either in a laboratory or in a trading company; both to school and government agency. The choice is determined by what your soul is about.

Job responsibilities

The analyst mainly communicates with the development team and with the customer (the project can be either external or internal). He collects information from both customers and intended users of the product and describes it to the development team in terms that they can understand. Answers the question: what needs to be done? It is the analyst who is engaged in the activities most relevant to his specialty.

A programmer is a member of the development team. Answers the question: how should it be done? Receives information either directly from the customer and users (if the project is very small and does not involve analysts), or from the analyst and from the documents that he prepared. After that, he creates the program.

Tester - testing engineer. Unfortunately, the role of this specialist in the project is underestimated. However, it is the tester, or tester, who is responsible for the quality of the product: he writes test scripts for the program to cover the maximum possible use cases and identify the maximum possible number of failures in its operation, as well as the maximum possible number of programmer errors.

A project manager often combines the role of project analyst and project management responsibilities.- distribution of tasks, control over their implementation, assistance to the team in difficult situations and providing a friendly infrastructure (comfortable conditions and the availability of all necessary programs).

Additional requirements

1. From the very beginning, a specialist will have to get used to evaluating his work in terms of labor costs. It will be necessary to predict how much time a particular task will take, so that the project manager or client can then estimate these labor costs at the rates established for them.
2. This job also requires well-developed communication skills. One of the main skills is the ability to prove and show that everything is well thought out. It is very difficult to prove to a client that he is wrong. And it’s even more difficult to admit later that it was the client who was right, because the “ideal” scenario does not work.

But there is an even more important skill - the ability to recognize the client as the main carrier of knowledge in his subject area. Alas, very often the specialist thinks out for the client what he supposedly needs, and then the client is surprised: even what was not asked for was done. However, it happens that the client himself does not know what he wants. Or he formulates his wishes inaccurately and inattentively, because he simply does not understand what else needs to be explained: for him everything is obvious.

Working at the intersection of areas of knowledge, you will often be an intermediary between narrow specialists in the chosen subject area and technical specialists. And it depends on you whether they will find a common language, whether they will gain a common vision of the situation and a common point of view on the problem being solved. If you are creating a system for a commercial company, then for more than six months you will be explaining to other application specialists “what debit and credit are”, “how can I calculate this coefficient that is indicated in the document.” And explain it as simply as possible. And then you will repeatedly explain to users “when to click on this button,” and object to attacks like “is it difficult to add a new report? It’s almost the same as the other report.”

Your social circle will expand. You will be able to navigate the realities of subject areas. However, conflicts are also possible - so your choice depends on how comfortable you feel in conflict situations and with an abundance of communication.

Basic knowledge

You must have a good understanding of algebra and the school computer science course - this is not discussed. What about physics and geometry? They are also needed to develop abstract thinking.

It is very important to know English! Precisely English: otherwise it will be difficult to work even with Russian-speaking clients. The specialty is full of Englishisms and untranslatable terms; new technologies are accompanied by documentation only in English. If the main foreign language not English, then you need to think carefully before choosing applied computer science.

And it would be nice to be able to play chess - this will develop logical thinking.

Choosing a university and studying

A very good selection criterion is practical teachers! If teaching is the main and only occupation of university teachers, then this is bad: there is a risk that very soon they will teach outdated information.

Look for a university where they give you a lot of tasks, where you need to think a lot abstractly, learn to think in an unusual way, and also constantly look for analogies: after all, the more complex the subject area and the further it is from what the programmer is already familiar with, the more difficult and interesting it will be work.

How can you become a sought-after expert if you are more interested in the applied aspect rather than the technical details? Take a look at universities that specialize in the subject area you want to choose. One person will be more interested in applied computer science in economics, another - in medicine or tourism. And look for training in the specialty “Applied Informatics” at the relevant higher education institutions. educational institutions.

Need to constantly learn new things

An applied scientist is always learning. And you need to learn the processes of producing programs and technologies, study the new technologies themselves used in a specific project, master new areas of application of knowledge, and comprehend business processes set up differently. The result in training must be achieved very quickly - and just as quickly switch between different knowledge that you already have. During the time you are students, new algorithms for designing processes, new methods of automation, new programs for documentation will be invented - everything will become new.

In the field of information technology, changes are unregulated and often undocumented.

There are so many different technologies today that a specialist will most likely have to work on a project where some of the technologies used will be practically unfamiliar to him. When you get into a project, you may encounter a situation where not only do you not have the slightest idea how to work with the new technology, but seasoned specialists are also not up to date. And that's okay. However, will you have time to complete your studies? But won't the new knowledge turn out to be too complicated? However, having just graduated from university, you will already be on the same level as many colleagues in your industry. Do you want to learn a new profession?

Applied mathematics and computer science are quite complex, but quite promising areas of study and activity. After all, they touch on the issue of introducing various innovative developments into everyday life. But each direction has its own tasks and methods. Few people know what applied computer science is. What is it, just science or a field of practical knowledge? In fact, this teaching has permeated every area of ​​our modern life.

Background

Applied computer science as a science arose not so long ago. The basis for its creation and development, of course, was mathematics. It was this that served as a solid foundation for the breakthrough of computer science in the very recent 20th century.

Mathematics has been the basis for almost everyone since time immemorial. Without it, there would be no physics, astrology, computer science, geography, probability theory and number theory. Sciences such as biology, chemistry, anthropology and others could not have arisen and developed without accurate mathematical calculations.

Initially, computer science was concerned with the collection, analysis, synthesis and dissemination of various information obtained during the operation of computers. These data were then used in various areas social life and innovation.

Over time, related specialties and sciences began to appear. For example, this is applied computer science. What it is, the average person knows only approximately. But today, specialists in this field are in demand everywhere.

Where did applied mathematics come from?

Probably everyone has heard at least once that everything in our modern world- these are numbers and calculations. They surround us everywhere. With their help we work, study and live. Even the date of birth and gender of the unborn child can be quite successfully calculated. This is precisely why mathematics is called the queen of all existing sciences.

In ancient times, it served to record various valuables and harvests. However, with the development of civilization, mathematics also developed. New related sciences appeared that also used generalization of information. Each of them was and is responsible for a clearly defined sector. But they all seem to be “applied” to mathematics. Hence the name.

Applied mathematics as a science arose on the basis of computational mathematics several centuries ago. She worked on solving various extremal problems, differential, transcendental and other more complex equations, etc. The main goal of applied mathematics was to evaluate all errors and develop action algorithms. But it was able to fully take shape as a science only with the advent of computers.

Thanks to this, applied mathematics and computer science became one of the most sought-after and popular specialties of the 20th century. Thanks to them, the IT industry is developing today. After all, it was these sciences that stood at the origins of modern computer systems.

Applied computer science - what is it?

We all studied how computer systems work in school. But the concept of “applied computer science” is only based on the general principles of modern computer science. This is a frontier science that combines several sectors and areas human activity and knowledge. Applied computer science is the engine without which it is almost impossible to solve the entire range of emerging problems.

For example, economics has long been established as a separate and independent science. But today it is simply impossible to imagine the work of a specialist in this field without a computer. After all, almost every task is performed using certain computer programs: 1C, Audit Expert, Risky Project, Master MRP, etc.

But to develop such support, the knowledge of an economist is simply not enough. So it turns out that you need a computer specialist who knows all the nuances of this profession.

Based on this, we can answer the question: “Applied computer science - what is it?” This is a direction of science that gives us universal IT specialists of a wide profile.

In what areas is applied computer science used?

This area prepares the best specialists to service computer systems and networks at various levels. During their studies, students gain fundamental knowledge in the field of analytics, development and implementation of various business applications, economics and finance, as well as in the science of resource management.

• Economy. The specialty “applied computer science” is in demand here for data analysis and their further systematization.
• Jurisprudence. Professionals in this field are engaged in the development and maintenance of special programs for organizing high-quality and fast work.
• Management. Using applied computer science, data is collected and organized here for subsequent monitoring.
• Sociology. There is a lot of data and figures in this science that require in-depth analysis and construction of clear examples.
• Chemistry. The development and maintenance of specialized programs that simulate the behavior of matter significantly helps to develop the industry.
• Design. Almost everything in this industry is built on various graphics programs and editors.
• Psychology. Modeling mental and behavioral processes helps in identifying and describing many phenomena in a given industry.
• Education. The learning process now absolutely cannot do without information and software.

In addition to these industries, the specialty of applied computer science is in demand in many sectors of human social and economic life. A specialist in this field has a significant advantage in the labor market over other applicants.

Where can I get an education in applied computer science?

Before entering, every graduate racks his brain about where to go to study. This is especially true for applied computer science. Choosing a good educational institution is quite difficult, because... This science belongs more to the technical than to the humanitarian field. And there are quite a lot of such universities.

As a rule, these are specialized institutes or technical universities. However, the direction of “applied computer science” is found in many modern broad-based humanitarian educational institutions. In this case, the student receives a bachelor's, master's or specialist level. This quite popular profession is also obtained in colleges or technical schools.

The main emphasis in training is on fundamental mathematics and computational sciences. They can take up more than half educational process. The rest of the time is devoted to general and

What skills and knowledge does the graduate receive?

The ultimate goal of any educational process is to obtain certain qualifications and experience. Also in the direction of “applied mathematics and computer science”. The specialty provides certain knowledge in areas such as:

• Productive use of modern systems in operational, design, technological, analytical, organizational, managerial and many other areas of human activity.
• Conducting research work to improve and develop information technologies.
• Modeling of various objects and processes to solve specific problems.
• Creation and implementation innovative technologies for the development of special services and systems.

For any employer, a specialist in applied computer science is a rather valuable personnel. Even if he does not have specific work experience. After all, applied computer science - what is it, what does it give to a potential boss? First of all, a certified generalist with knowledge of computer systems and the basics of cybernetics. Secondly, such a person has another, related, specialized education in the field of economics, management, law, etc. And also such an employee is able not only to collect, analyze and systematize the data obtained, but also to create certain complexes and programs to solve assigned tasks .

"Applied computer science in economics" - what kind of specialty?

It is no secret that professions related to finance and management are now the most in demand. Moreover, “applied computer science in economics” is a broad-profile specialty that covers not only knowledge in economic theory, but also the ability to simulate various processes.

More specifically, the main objects of graduate activity this direction are:

• Special professionally oriented information systems. This could be in the banking, customs or insurance sectors, or in administrative management.
• Information processes in economics.
• Development of computer support for the latest trends in economics, preparation of a set of specialized programs.
• A detailed analysis of incoming information, on the basis of which an expert conclusion is made. Based on the presented results, a specific management decision is developed.

After completing the training, each graduate receives the qualification “informatics economist”. He has fundamental theoretical knowledge and practical skills in the following areas:

• Database;
• business basics;
• high-level methods of programming and computer science, etc.;
• computing systems, telecommunications and networks;
• design of general and intelligent information systems;
• analysis, accounting and auditing.

Where can I work with a diploma that says “applied computer science”?

This is the most important question that every applicant should ask himself before applying to his chosen university. Indeed, today a huge number of people do not work in their specialty, because... took the wrong step. Therefore, here you need to choose an option in which there are several directions for future activities. What is applied informatics? This is a combination of two of the most in-demand professions today. Therefore, the chances of successful employment are doubled.

So what position can a graduate of the Faculty of Applied Informatics work in? There are several options here:

• 1C programmer;
• specialist in the field of economic security;
• System Administrator;
• computer scientist-economist;
• IT manager;
• entrepreneur;
• employee of various private and government agencies and enterprises;
• information technology department specialist;
• manager of governing bodies, etc.

In addition, a specialist in the field of “applied computer science in economics” has the opportunity to develop his abilities in the field of science and doctoral studies.

What do you need to apply?

If you have firmly decided to enroll in the Faculty of Applied Mathematics and Computer Science, then you need to take a number of specific steps:

1. Collect absolutely everything Required documents. This is a national passport, a document confirming citizenship, educational documents and medical certificates.
2. Take the Unified State Examination test in three subjects. This is the Russian language, physics and mathematics. At the same time, you need a good result for each of them, and not in general.
3. Submit all listed documents to admissions committee university or college at the appointed time.

“Applied computer science in economics” is a specialty that requires perseverance, determination, excellent abilities in physics and mathematics, as well as knowledge of programming.

Rating of the best universities in Russia

Sometimes when looking for a job, especially for a young specialist, a lot of nuances arise. One of them is the prestige of the university and the quality of education. It happens that, just hearing the name of the university, an employer hires you without any questions or refuses you without further explanation.

This is mainly due to the prestige of the university and rumors about the quality of the training program. So which institutions are valued most by employers? “Applied mathematics and computer science” is a specialty that is best obtained in the following educational institutions:

• Russian Economic Institute named after. G.V. Plekhanov.
• Financial University under the Government of the Russian Federation.
• MEPhI. National Research Nuclear University.
• Institute of Information Technologies, Mechanics and Optics in St. Petersburg.
• Moscow Technical University communications.

Informatization of society places special demands on the training of specialists. Modern science, business and social, to a greater extent, need not just those who can understand the technical intricacies of information technology. There is a need in society for professionals who have received versatile training, have broad erudition and are ready to apply their knowledge and skills in applied fields.

Computer science today is increasingly becoming an applied science. This means that its principles are increasingly used in a variety of areas of production and science: linguistics, geoinformatics, the chemical industry, genetic engineering, and so on. For this reason, specialists in the field of applied computer science need knowledge that goes far beyond information technology.

An applied specialist must be a generalist, that is, master the methods of information technology, statistics, mathematics, and economics. This set of skills makes it possible to be an expert in your chosen field of activity. The range of tasks solved by a professional can be quite wide and is usually determined by the specifics of specific areas of activity of a research institution or commercial enterprise.

Where is applied computer science used?

Applied computer science solves problems of competent use of computer technology in scientific research. Very often the success of one or another research work depends on the ability to correctly set the task of developing software or compiling a package of computer programs already on the market. It can be very difficult for ordinary programmers who have no idea about applied computer science to do this, because they lack erudition and special knowledge in a specific narrow field of activity.

The widest opportunities for applied computer science exist in the field of economics and entrepreneurship. It is easier for a professional to provide an enterprise with suitable business tools. For this purpose, it uses the most modern developments in the field of Internet technologies. He has to work with databases, develop a marketing strategy for the company, and keep computer records of technological operations.

An economist specializing in the field of applied computer science deals with solving problems of managing not only information, but also material and financial flows, using specialized information systems. Without such a specialist today it is impossible to imagine the work of a large bank, stock exchange or other institution working in the field of finance.

Direction: Applied Informatics
Direction code: 09.03.03
Profile: Applied informatics in economics
International analogue of the direction : Business Information System, Wirtschaftsinformatik
Qualification: academic bachelor's degree
Entrance exams: Russian language, mathematics, physics
Form of financing: budget and paid

The direction exists in our country

since 1949 under the name " Mechanization of accounting and computing work»,
since 1960 under the name " Organization of mechanized processing of economic information»,
since 1985 under the name " Information systems in economics»,
since 2001 under the name " Applied informatics in economics».

What does a profile “in economics” mean?

In accordance with economic profile applied computer science students receive specialization in the following areas:

• configuration and integration of systems on the 1C platform (1C programmer);
• systems-based business intelligence artificial intelligence(business analyst );
• development of distributed systems based on Web protocols (Web developer).

There is a constantly growing demand for specialists in these areas, which guarantees the employment of graduates.

Typical tasks that a 1C programmer solves

Administration of 1C databases;
Automation of company activities;
Setting up and administering various configurations based on 1C;
Programming based on 1C

Russia is automated mainly on 1C

1C programmer – the most sought-after programmer in Russia.

Demand for programmers in November 2017 (according to superjob.ru and hh.ru)

In terms of the number of vacancies, 1C programmers have been leading for several years on a variety of job sites. At the same time, the average salary of 1C programmers is second only to the salary of C++ and DB programmers.

Demand for programmers in 2017

1C programmers are generally the most sought-after IT specialists in Russia since 2009. This is not surprising, since the 1C system is used by 1.5 million Russian enterprises.
The largest increase in wages over the past ten years was also observed for 1C programmer vacancies. In terms of salary, on average, 1C programmers are second only to C++ and C# programmers, but the demand for the latter is much less. There are vacancies for 1C programmers in any city in Russia.

Note that B.G. Nuraliev, one of the founders of the 1C company and its director, has a specialty automated systems management– this is what applied computer science in economics was previously called.

B.G. Nuraliev is one of the founders of the 1C company

It can be argued that in the future the need for 1C programmers will only grow. In the Russian integrated systems market, the 1C system has shown steady growth since 2004.

Share of 1C corporate system implementations in Russia

Since 2013, the share of automated jobs in Russia has exceeded 1C by 83%. It can be said that Russia is largely automated using 1C.

Level of mastery of the profession

The 1C company has adopted a sequential certification system.

1C company certificates

We prepare students at the level of knowledge of the 1C Professional certificate.

In addition, our students have been winning prizes in various competitions held by 1C for many years.

International competition of diploma projects using the 1C platform

In 2015, our student Oksana Parfenova took 5th place in the All-Russian competition among professionals 1C, the final of which took place in Nizhny Novgorod.

Students of applied informatics – participants of the professional competition 1C: ITS
V. Zhadova, O. Parfenova and K. Shipunova discuss with the director of the 1C company
B.G. Nuraliev's prospects for his work on the 1C line
(NNGASU, 2015)

What is business analytics

The reality of modern business is working in a huge flow of data. This reality is even designated by the special term BigData. Turning this abundance of data into a resource that generates revenue or reduces costs requires data collection, processing, and analysis.

Business Intelligence (BI) is a business technology aimed at monetizing data.

Business analysts are top-class specialists who are on the list of the most “advanced” IT specialties.

According to forecasts, of the six most dynamically developing IT specialties in the United States, as many as three specialties are related to analytics - analytical analysts will occupy 3 places out of the six6 most developing

6 trending IT specialties for 2017-2024

Source: 6 tech jobs that will grow like crazy in 2017 and beyond / CareerCast.com

In Russia, analysts are on the list of the most sought-after and highly paid IT specialties. Unlike 1C programmers, the need for which is widespread, business analysts are needed by “top” enterprises, which, in conditions of fierce competition, are forced to constantly improve their business.

Demand for analysts in the Russian Federation in 2017

Source: superjob.ru (November 2017)

To improve a business, you must first understand it, and this requires analyzing the data that the enterprise has: business data. These types of problems arise in the following areas.

Retail

• shopping cart analysis
• study of temporary sales patterns (temporal patterns)
• demand forecasting

Banking

• customer segmentation
• forecasting clientele changes
• loan fee calculation

Telecommunications

• identification of categories of clients with stereotypes of using services
• identifying customer loyalty (minimizing marketing costs)

Insurance

• fraud detection (studies of stereotypes in applications for payments)
• risk analysis (minimizing losses of insurance companies)

Forecasting product sales using neural network of 49 neurons
(from thesis graduate of NNGASU in applied informatics 2013)

Kohonen maps for classification municipal districts N. Novgorod
(from the thesis of a NNGASU graduate in applied informatics 2017)

Typical tasks of a business analyst (based on requests for vacancies on superjob.ru)

Collection and analysis of customer requirements;
- researching;
- business process modeling (BPMN, EPC, IDEF, UML languages);
- analysis of large volumes of data;
- development of databases for production management systems;
- setting technical specifications for software development or modification;
- building processes for collecting, storing and analyzing data;
- programming machine learning systems.

Typically, business data is not very organized, and there is usually a lot of this data. To analyze business data, special methods and technologies are used, called Data Mining(data mining). These methods are associated with the general theoretical disciplines of computer science and mathematics

Connection of Data Mining methods with the disciplines of computer science and mathematics

In addition to studying general theory Data Mining at the Department of Applied Informatics, students receive specific skills for working in the domestic analytical platform Deductor by Base Group Labs. As of 2016, this platform ranks second in Russia among analytical platforms in terms of the number of implementations.

Share of implementations of analytical platforms in Russia for 2012

Data Mining is not only a popular technology, but also a field of extensive scientific research. For those graduates of NNGASU who want to continue their scientific career, the doors are open master's degree in applied computer science in analytical economics.

Participants of the NNGASU Winter School on Business Analytics
In the center, leading specialist of BaseGroup Labs N.B. Paklin
(NNGASU, 2013)

Level of mastery of the profession

Our students have repeatedly won All-Russian competitions on business analytics, organized by Base Group Labs.

Inter-university graduation work competition from Base Group Lab in business analytics

Students who complete courses in analytics can receive a certificate from BaseGroup Labs.

Base Group Labs certificates of our master's students, 2016

Our master's students are graduates of applied computer science,
received BaseGroup Labs certificates

According to the forecasts of the American job site CareerCast, Web developer is the specialty for which the demand will grow faster than any other in IT.

In terms of overall demand, Web developers and Web programmers in Russia surpass even 1C programmers.

Demand for programmers in 2017