Perform data analysis

Collect 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.

perform analysis of data
performing data analysis
implement data analysis
undertake data analysis
complete data analysis
analyse data performance

skill/competence

cross-sector

Perform data analysis is an essential skill of the following occupations:

Medical device engineer: Medical device engineers design and develop medical-technical systems, installations, and equipment such as pacemakers, MRI scanners, and X-ray machines. They monitor the whole manufacturing process from concept design to product implementation. activities undertaken include, among others, designing product improvements, developing methods and techniques to evaluate design suitability, coordinating initial production, developing test procedures, and designing manufacturing diagrams.
Air traffic manager: Air traffic managers coordinate the planning of ground control, the maintenance of the aircrafts, and the handling of customers. They strive for the most efficient use of resources in directing the aircraft. They manage safety, quality, and risks in everyday work. They also plan and compare performance with other air navigation service providers.
Electromagnetic engineer: Electromagnetic engineers design and develop electromagnetic systems, devices, and components, such as electromagnets in loudspeakers, electromagnetic locks, conducting magnets in MRI’s, and magnets in electric motors.
Business intelligence manager: Business intelligence managers gain knowledge of the industry, the innovative processes therein, and contrast them with the operations of the company in order to improve them. They focus their analysis in the supply chain processes, warehouses, storage, and sales as to facilitate communication and revenue improvement.
Aviation meteorologist: Aviation meteorologists forecast weather conditions in airports. They provide day-to-day, hour-to-hour observations, analysis, forecasts, warnings, and advice to pilots, airport operators and airlines in meteorological matters. They report weather conditions expected at airports, current conditions, and en route forecasts.
Sales account manager: Sales account managers serve as intermediators between clients and the organisation, managing both sales and long term relations with the client. They have knowledge about products and services and develop contracts with customers.
Call centre analyst: Call centre analysts examine data regarding incoming or outgoing customer calls. They prepare reports and visualisation.
Optoelectronic engineer: Optoelectronic engineers design and develop optoelectronic systems and devices, such as UV sensors, photodiodes, and LEDs. Optoelectronic engineering combines optical engineering with electronic engineering in the design of these systems and devices. They conduct research, perform analysis, test the devices, and supervise the research.
Trade regional manager: Trade regional managers are responsible for activities and staff in an assigned region for a specific chain of stores.

Sensor engineer: Sensor engineers design and develop sensors, sensor systems and products that are equipped with sensors. They plan and monitor the manufacture of these products.
Bioinformatics scientist: Bioinformatics scientists analyse biological processes using computer programmes. They maintain or construct databases containing biological information. Bioinformatics scientists gather and analyse biological data and may also assist scientists in various fields, including in biotechnology and pharmaceutics. They perform scientific research and statistical analyses, and report on their findings. Bioinformatics scientists may also collect DNA samples, discover data patterns and conduct genetic research.
Call centre supervisor: Call centre supervisors oversee call centre employees, manage projects and understand technical aspects of the call centre activities.
Photonics engineer: Photonics engineers are concerned with the generation, transmission, transformation, and detection of light. They conduct research, design, assemble, test and deploy photonic components or systems in multiple application fields, from optical communications to medical instrumentation, material processing or sensing technology.
Electromechanical engineer: Electromechanical engineers design and develop equipment and machinery that use both electrical and mechanical technology. They make draughts and prepare documents detailing the material requisitions, the assembly process and other technical specifications. Electromechanical engineers also test and evaluate the prototypes. They oversee the manufacturing process.
Microsystem engineer: Microsystem engineers research, design, develop, and supervise the production of microelectromechanical systems (MEMS), which can be integrated in mechanical, optical, acoustic, and electronic products.
Chemical plant manager: Chemical plant managers coordinate the day-to-day production of chemical products ensuring the quality of products and equipment, the safety of personnel and protection of the environment. They define and implement the investment budget, deploy industrial objectives and manage the unit as a profit center representing the company in its economic and social environment.
ICT account manager: ICT account managers build business relationships with customers to facilitate the sale of hardware, software, telecommunications or ICT services. They also identify opportunities and manage sourcing and delivery of products to customers. They achieve sales targets and maintain profitability.
Microelectronics engineer: Microelectronics engineers design, develop, and supervise the production of small electronic devices and components such as micro-processors and integrated circuits.
Database designer: Database designers specify the database’s logical structure, processes, and information flows. They design data models and databases to serve data acquisition.
Computer hardware engineer: Computer hardware engineers design and develop computer hardware systems and components, such as circuit boards, modems, and printers. They draught blueprints and assembly drawings, develop and test the prototypes, and supervise the production process.
Contact centre supervisor: Contact centre supervisors oversee and coordinate the activities of contact centre employees. They ensure that daily operations run smoothly through resolving issues, instructing and training employees and supervising tasks.
Industrial maintenance supervisor: Industrial maintenance supervisors organise and supervise the activities and maintenance operations of machines, systems and equipment. They ensure inspections are done according to health, safety and environmental standards, and productivity and quality requirements.
Mechatronics engineer: Mechatronics engineers design and develop intelligent systems, such as robotic devices, smart home appliances, and aeroplanes, through combining technologies from mechanical, electronic, computer, and control engineering. They create blueprints or design documents for parts, assemblies or finished products using software programs, and also oversee and manage projects.
Statistician: Statisticians collect, tabulate, and, most importantly, analyse quantitative information coming from a varied array of fields. They interpret and analyse statistical studies on fields such as health, demographics, finance, business, etc. and advise based on patterns and drawn analysis.
Optomechanical engineer: Optomechanical engineers design and develop optomechanical systems, devices, and components, such as optical mirrors and optical mounts. Optomechanical engineering combines optical engineering with mechanical engineering in the design of these systems and devices. They conduct research, perform analysis, test the devices, and supervise the research.
Statistical assistant: Statistical assistants collect data and use statistical formulas to execute statistical studies and create reports. They create charts, graphs and surveys.
Mud logger: Mud loggers analyse the drilling fluids after they have been drilled up. They analyse the fluids in a laboratory. Mud loggers determine the position of hydrocarbons with respect to depth. They also monitor natural gas and identify lithology.
Pricing specialist: Pricing specialists analyse production prices, market trends and competitors in order to establish the right price, taking brand and marketing concepts into consideration.

Product and services manager: Product and services managers are in charge of defining the content and structure of a catalogue or portfolio within a company.

Perform data analysis is optional for these occupations. This means knowing this skill may be an asset for career advancement if you are in one of these occupations.

Field survey manager: Field survey managers organise and supervise investigations and surveys on the request of a sponsor. They monitor their implementation according to production requirements and lead a team of field investigators.
Call centre agent: Call centre agents handle incoming or outgoing customer calls for a business. They call existing and prospective customers to promote goods and services. They also obtain sales and arrange sales visits.
Customer service representative: Customer service representatives handle complaints and are responsible for maintaining overall goodwill between an organisation and its customers. They manage data regarding customer satisfaction and report it.
Data warehouse designer: Data warehouse designers are responsible for planning, connecting, designing, scheduling, and deploying data warehouse systems. They develop, monitor and maintain ETL processes, reporting applications and data warehouse design.
Ship planner: Ship planners manage the performance of a vessel. They ensure the safety of the vessel and its cargo, its operationality and link available vessels to available cargos in order to maximise the profitability of the voyages. They ensure that each container ship is loaded to its optimal capacity, while keeping berth times and handling costs to a minimum. They also plan the maintenance and overhaul of the ship, as well as the crew needed.
Intelligence communications interceptor: Intelligence communications interceptors work in the air force in the development of intelligence in places like headquarters and command posts. They search and intercept electromagnetic traffic transmitted in different languages.
Logistics analyst: Logistics analysts streamline product manufacturing, transportation, storage and distribution. They assess production and supply chain problems to determine economically efficient solutions. They assists company managers in decision-making processes and direct programs designed to provide subcontractors, managers and customers with logistic technology.
Mechanical engineer: Mechanical engineers research, plan and design mechanical products and systems and supervise the fabrication, operation, application, installation and repair of systems and products. They research and analyse data.
Sensor engineering technician: Sensor engineering technicians collaborate with sensor engineers in the development of sensors, sensor systems, and products that are equipped with sensors. Their role is to build, test, maintain, and repair the sensor equipment.
Manufacturing manager: Manufacturing managers plan, oversee and direct the manufacturing process in an organisation. They ensure products and services are efficiently produced within the timeframe and budget given.
Policy manager: Policy managers are responsible for managing the development of policy programs and ensuring that the strategic objectives of the organization are met. They oversee the production of policy positions, as well as the organization’s campaign and advocacy work in fields such as environmental, ethics, quality, transparency, and sustainability.
Market research analyst: Market research analysts collect the information gathered in the market research and study it to draw conclusions. They define the potential customers of a product, the target group and the way they can be reached. Market research analysts analyse the position of products in the market from different perspectives such as features, prices and competitors. They analyse cross selling and interdependencies between different products and their placement. Market research analysts prepare information helpful for the development of marketing strategies.
Numerical tool and process control programmer: Numerical tool and process control programmers develop computer programs to control automatic machines and equipment involved in manufacturing processes. They analyse blueprints and job orders, conduct computer simulations and trial runs.
Data quality specialist: Data quality specialists review organisation’s data for accuracy, recommend enhancements to record systems and data acquisition processes and assess referential and historical integrity of data. They also develop documents and maintain data quality goals and standards and oversee an organisation’s data privacy policy and monitor compliance of data flows against data quality standards.
Market research interviewer:
Market research interviewers strive to collect information on the perceptions, opinions, and preferences of customers in relation to commercial products or services. They use interview techniques to draw as much information as possible by contacting people via telephone calls, by approaching them face-to-face or by by virtual means. They pass this information to experts for drawing analysis.
Financial risk analyst: Financial risk analysts correctly identify and review potential risk areas threatening the assets or capital of organisations. They specialise in either credit, market, operational or regulatory risk analysis. They use statistical analysis to evaluate risk, make recommendations to reduce and control risk and review documentation for legal compliance.
Electrical engineer: Electrical engineers design and develop electrical systems, electrical equipment, components, motors, and equipment with the feature of energy transmission. They engage in large scale projects such as the design and maintenance of power stations, and the distribution of power to smaller applications such as household appliances.
Engineering assistant: Engineering assistants ensure the administration and monitoring of technical and engineering files for projects, assignments, and quality matters. They assist engineers with their experiments, participate in site visits, and administer the collection of information.
Survey enumerator: Survey enumerators perform interviews and fill in forms in order to collect the data provided by interviewees. They can collect information by phone, mail, personal visits or on the street. They conduct and help the interviewees administer the information that the interviewer is interested in having, usually related to demographic information for governmental statistical purposes.
ICT help desk agent: ICT help desk agents provide technical assistance to computer users, answer questions or solve computer problems for clients via telephone or electronically. They provide assistance concerning the use of computer hardware and software.
Optical engineer: Optical engineers design and develop different industrial applications with optics. They have knowledge of light, light transmission principles, and optics in order to design engineering specs of equipment such as microscopes, lenses, telescopes, and other optical devices.
Industrial assembly supervisor: Industrial assembly supervisors are in charge of organizing, planning and coordinating assembly operations. They keep track of all the work activities and manage the process for efficient functioning in order to tackle problems such as production loss. They answer to the industrial production and the manufacturing manager.
Credit risk analyst: Credit risk analysts manage individual credit risk and care for fraud prevention, business deal analysis, legal documents analysis and recommendations on the level of the risk.
Live chat operator: Live chat operators respond to answers and requests posed by customers of all nature through online platforms in websites and online assistance services in real time. They are available to provide service through chat platforms and have the ability to solve inquiries of clients via written communication merely.

References

1. Perform data analysis – ESCO