What skills does a predictive maintenance expert need?

A predictive maintenance expert needs 20 essential skills including computer programming, electrical engineering, mathematics, predictive maintenance, statistics. Core competencies include .

Will AI replace predictive maintenance expert jobs?

The AI disruption score for predictive maintenance expert is 41/100 (moderate risk). Some tasks may be automated but the role will evolve rather than disappear entirely.

Science & ResearchScience and engineering professionalsISCO 2152

predictive maintenance expert

Predictive maintenance experts analyse data collected from sensors located in factories, machineries, cars, railroads and others to monitor their conditions in order to keep users informed and eventually notify the need to perform maintenance.

European Skills Framework

Skills and knowledge areas required for this occupation based on European classification.

Essential (20)

computer programmingcomputer programmingThe techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms (e.g. object oriented programming, functional programming) a...electrical engineeringelectrical engineeringThe field of engineering that deals with the study and application of electricity, electronics, and electromagnetism.mathematicsmathematicsMathematics is the study of topics such as quantity, structure, space, and change. It involves the identification of patterns and formulating new conjectures based on them. Mathematicians strive to pr...predictive maintenancepredictive maintenanceThe use of data analytics and mathematical calculation to manage and monitor the conditions of machines and production processes.statisticsstatisticsThe study of statistical theory, methods and practices such as collection, organisation, analysis, interpretation and presentation of data. It deals with all aspects of data including the planning of ...electronicselectronicsThe functioning of electronic circuit boards, processors, chips, and computer hardware and software, including programming and applications.electricityelectricityThe principles of electricity and electrical power circuits, as well as the associated risks.ICT networking hardwareICT networking hardwareThe ICT network equipment or computer networking devices, such as UPS systems, electrical systems, networking facilities and structured cabling systems.gather datagather dataExtract exportable data from multiple sources.perform data analysisperform data analysisCollect data and statistics to test and evaluate in order to generate assertions and pattern predictions, with the aim of discovering useful information in a decision-making process.apply statistical analysis techniquesapply statistical analysis techniquesUse models (descriptive or inferential statistics) and techniques (data mining or machine learning) for statistical analysis and ICT tools to analyse data, uncover correlations and forecast trends.analyse big dataanalyse big dataCollect and evaluate numerical data in large quantities, especially for the purpose of identifying patterns between the data.advise on equipment maintenanceadvise on equipment maintenanceAdvise customers on the appropriate products, methods and, if necessary, interventions to ensure proper maintenance and prevent premature damage of an object or an installation.test sensorstest sensorsTest sensors using appropriate equipment. Gather and analyse data. Monitor and evaluate system performance and take action if needed.apply information security policiesapply information security policiesImplement policies, methods and regulations for data and information security in order to respect confidentiality, integrity and availability principles.manage datamanage dataAdminister all types of data resources through their lifecycle by performing data profiling, parsing, standardisation, identity resolution, cleansing, enhancement and auditing. Ensure the data is fit ...ensure equipment maintenanceensure equipment maintenanceEnsure that the equipment required for operations is regularly checked for faults, that routine maintenance tasks are performed, and that repairs are scheduled and performed in the case of damage or f...develop data processing applicationsdevelop data processing applicationsCreate a customised software for processing data by selecting and using the appropriate computer programming language in order for an ICT system to produce demanded output based on expected input.design sensorsdesign sensorsDesign and develop different types of sensors according to specifications, such as vibration sensors, heat sensors, optical sensors, humidity sensors, and electric current sensors.model sensormodel sensorModel and simulate sensors, products using sensors, and sensor components using technical design software. This way the viability of the product can be assessed and the physical parameters can be exam...

Optional (5)

computer simulationcomputer simulationA programme run on a computer that represents dynamic responses of a system to explore a mathematical model behaviour, using a model of a real system, composed of mathematical equations.automotive diagnostic equipmentautomotive diagnostic equipmentThe equipment used to examine automotive systems and components.automotive engineeringautomotive engineeringThe discipline of engineering that combines mechanical, electrical, electronic, software and safety engineering to design motor vehicles such as trucks, vans and automobiles.use automotive diagnostic equipmentuse automotive diagnostic equipmentUse diagnostic equipment to perform test on motor vehicles, components and systems to detect defects.deliver visual presentation of datadeliver visual presentation of dataCreate visual representations of data such as charts or diagrams for easier understanding.