Production Data Analyst and Machine Learning Specialist
Profession will appear after 2025
Trends
Already now, a part of management decisions can be transferred to artificial intelligence, but even the most advanced technology needs to be prepared for solving important problems. The task of a machine learning specialist is to develop algorithms by which a machine can make a decision. Machine learning is a continuous process of improving the algorithm of actions, identifying new causal relationships and dependencies in production. A machine learning specialist must determine the complexity and importance of the problem, develop a solution procedure and determine what data and how much is needed to solve the production problem.
The novelty of the profession: performing new tasks: developing machine learning algorithms.
Key competencies:
- Collection and analysis of large data sets for all production parameters
- Determination of the data array of the past and present state of the production system
- Identification of trends for future development and implementation of optimal production algorithms
- Working in uncertainty
Over-professional skills
Programming, Robotics, Artificial Intelligence
Customer focus
Systemic thinking
Educational institutions
Humanitarian and Technical Institute "Akmeshit"
Central Asian University
Karaganda State Technical University
Kyzylorda State University named after Korkyt Ata
West Kazakhstan Agrarian Technical University named after Zhangir Khan
South Kazakhstan State University. M. Auezova
Taraz State University named after M.Kh. Dulati
Astana University
Atyrau University of Oil and Gas named S. Utebayev Atyrau
West Kazakhstan Innovation and Technological University
Kazakh-British Technical University
Baishev University
Atyrau Engineering and Humanitarian Institute
Satbayev University
Ш.Есенов атындағы Каспий мемлекеттік технологиялар және инжиниринг университеті
Aktobe Regional State University named K. Zhubanova
Pavlodar State University named after S. Toraigyrova
Bolashak University, Kyzylorda
Companies in which this profession may be in demand
Tengizchevroil LLP
North Caspian Operating Company N.V.
"Karachaganak Petroleum Operating B.V."
JSC "Uzenmunaigas"
Embamunaigas JSC
JSC "Mangistaumunaigas"
JSC "Karazhanbasmunai"
JSC CNPC-Aktobemunaigas
JV Kazgermunai LLP
LLP "Kazakhturkmunai"
Kazakhoil Aktobe LLP
PetroKazakhstan Kumkol Resources JSC
https://www.petrokazakhstan.kz/rus/pages/extractive_subdivision.html
Turgai Petroleum JSC
LLP "KAZPETROL GROUP (KAZPETROL GROUP)"
NWTC Munaitas LLP
JSC "KazTransOil"
LLP "Kazakhstan-China Pipeline"
JSC "KazTransGas"
JSC "Intergas Central Asia"
JSC "KazTransGas-Aimak"
Beineu-Shymkent Gas Pipeline LLP
LLP "Asian Gas Pipeline"
PetroKazakhstan Oil Products LLP
JSC "Condensate"
JSC "CaspiyBitum"
LLP "Aktobe-nefteperabotka"
LLP "UPNK"
«KMG International N.V.»
United Chemical Company LLP
Kazakhstan Petrochemical Industries Inc. LLP
FEZ "National Industrial Petrochemical Technopark"
«Shell Kazakhstan Development B.V.»
LLP "NMSK" Kazmortransflot "