BIG DATA analyst (industrial)
Profession will appear after 2025
Trends
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
Customer focus
Systemic thinking
Intersectoral communication
Project and process management
Educational institutions
Karaganda State Technical University
Pavlodar State University named after S. Toraigyrova
Taraz State University named after M.Kh. Dulati
Ш.Есенов атындағы Каспий мемлекеттік технологиялар және инжиниринг университеті
Kostanay Engineering and Economic University named after M. Dulatova
East Kazakhstan State Technical University named after D. Serikbaeva
North Kazakhstan State University. M.Kozybaeva
South Kazakhstan State University. M. Auezova
State University named after Shakarima Semey
Kokshetau State University named after Sh.Ualikhanova
Satbayev University
Innovative Eurasian University
Karaganda State Industrial University
Kazakh National Agrarian University
Companies in which this profession may be in demand
SaryarkaAvtoProm LLP
Hyundai Trans Auto LLP
KAMAZ-Engineering JSC
LLP "SemAZ"
Daewoo Bus Kazakhstan LLP
JSC "Lokomotiv krastyru zauyty"
JSC "AZTM"
JSC "Petropavlovsk Heavy Machine Building Plant"
LLP "Composite Group Kazakhstan"
AgromashHolding KZ JSC
LLP "Kazcentrelectroprovod"
LLP "Kazakhstan ASELSAN Engineering"