BIG DATA analyst (industrial)

Profession will appear after 2025
01
Mechanical engineering

A specialist who, using mathematical statistics and predictive analysis methods, forms an assessment of the current state and forecast of further development of the enterprise, potential risks and opportunities on the basis of data coming from various sources: monitoring sensors, CNC machines, robotic systems, etc. Develops the company's business solutions.

Its responsibilities include:

  • developing the concept of data collection, ensuring the completeness and reliability of information, building a chain of its relationships;
  • analysis, structuring of the received information, preparation of summary analytical reports,
  • analysis of the company's performance, risks and opportunities, ways out of the crisis;
  • development of solutions for business optimization, development of business solutions based on the analysis and forecasting of consumer behavior.

Novelty of the profession:

  • The need for deep analysis of a large volume of industrial data with a complex and heterogeneous structure, obtained from various sources, including connected smart devices and monitoring sensors.
  • Forecasting based on predictive Analytics of risks and opportunities for the development of the enterprise and the industry as a whole.

Key competence:

  •  Programming, machine learning, mathematical statistics.
  • Multivariate and predictive analysis.
  • Basics of data visualization.

Over-professional skills

They understand customer focus as the ability to work with customer requests, the ability of the company and employees to timely determine the desires of customers in order to satisfy them with their products or services with maximum benefit. This competency has become critical to the success of companies, competition for consumers is growing all the time, and all employers want to see customer-oriented employees. In the second half of the 20th century, the concept of an internal client appeared, i.e. an intermediate consumer located further along the production chain within the same company. Possession of this competency allows you to accurately understand the client’s request and offer the most suitable solution for him, as well as to build the production and service process more rationally, eliminating the stages that are not important for the client.

skill

Customer focus

The ability of a specialist to combine (summarize) particular facts into a big picture, build hierarchical levels for understanding various situations (economic, political, business) and making long-term decisions. An important quality is the understanding of how a change in one element will subsequently affect other elements.

The importance of systemic thinking is increasing due to the acceleration of changes in life, the need to learn new professions, as well as the growing interpenetration of various areas in each other (social networks, economics, politics, production, etc.).

Specialists with systemic thinking skills will be able to solve such problems, make strong long-term decisions in the context of rapid changes in the economy, diagnose large technical and social systems, make decisions on eliminating the root causes that hinder development, and this skill will allow for the integration of various project teams into a single working organism.

skill

Systemic thinking

Intersectoral communication consists in understanding technologies, processes and the market situation in various related and non-adjacent industries, cross-functional and cross-disciplinary interaction. More and more advanced products are created at the junction of different industries and specialists need the ability to understand several areas of knowledge at the same time. This competency allows you to learn faster, take the best from different fields, and through this mutual enrichment, ensure development within your field. Those with such competence can create unexpected, unique, breakthrough solutions.

skill

Intersectoral communication

Project and process management includes the ability to focus on the project goals, the ability to competently plan and organize team actions for the effective implementation of tasks, the ability to assess existing risks and opportunities for all parties to the interaction. A specialist who has this skill knows how to properly organize the work on the project within the specified funding framework, and is able to correctly distribute the work in order to meet the deadlines set by the project. such a specialist is constantly learning something new, is not afraid to make mistakes, is able to generate new effective ways to solve problems and tasks. the demand for specialists with knowledge and tools in the field of project management will increase, as project activities are considered by companies as the most important factor in their effective development
skill

Project and process management

Educational institutions

education

Karaganda State Technical University

https://www.kstu.kz/

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education

Pavlodar State University named after S. Toraigyrova

https://tou.edu.kz/ru/

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education

Taraz State University named after M.Kh. Dulati

https://www.tarsu.kz/ru/

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education

Ш.Есенов атындағы Каспий мемлекеттік технологиялар және инжиниринг университеті

https://kguti.kz

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education

Kostanay Engineering and Economic University named after M. Dulatova

https://kineu.kz/

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education

East Kazakhstan State Technical University named after D. Serikbaeva

https://www.ektu.kz/contacts.aspx?lang=ru

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education

North Kazakhstan State University. M.Kozybaeva

https://www.nkzu.kz/?lang=ru

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education

South Kazakhstan State University. M. Auezova

https://www.ukgu.kz/ru/fakultety

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education

State University named after Shakarima Semey

https://semgu.kz/ru/

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education

Kokshetau State University named after Sh.Ualikhanova

http://kgu.kz/

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education

Innovative Eurasian University

https://ineu.kz/

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education

Karaganda State Industrial University

https://kgiu.kz/contacts/

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education

Kazakh National Agrarian University

https://www.kaznau.kz/

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Companies in which this profession may be in demand