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Career Guidance Knowledge natural sciences, mathematics and statistics K054 - mathematics and statistics K0542 - statistics Statistics
Description
The 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 data collection in terms of the design of surveys and experiments in order to forecast and plan work-related activities.
Occupations requiring this skill
This section is generated automatically.
Skill demand overview
- Essential in 37 occupations
- Optional in 63 occupations
- Total: 100 occupations
- Most common in: ISCO major group 2 (Professionals)
Essential for
- CriminologistCriminologists study conditions pertaining to humans such as the social and psychological aspects that could lead them to commit criminal acts. They observe and analyse different f…
- Actuarial consultantAn actuarial consultant is a specialized professional who applies mathematical and statistical methods to assess and manage financial risks, particularly in the areas of insurance,…
- SociologistSociologists focus their research on explaining social behaviour and the way people have organised themselves as a society. They research and explain the way societies have evolved…
- Actuarial assistantActuarial assistants perform statistical data research in order to set premium rates and insurance policies. They review the possibility of accidents, injuries and property damage …
- Business intelligence managerBusiness 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…
- Data scientistData scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in underst…
- ClimatologistClimatologists study the average change in weather and climate from a long-term perspective. They research and analyse historic weather conditions in order to forecast climatic con…
- Rail project engineerRail project engineers maintain a safe, cost-effective, high-quality, and environmentally responsible approach across the technical projects in railway companies. They provide proj…
- Behavioural scientistBehavioural scientists research, observe and describe human behaviour in society. They draw conclusions on the motives that stir actions in humans, observe the various circumstance…
- OceanographerOceanographers study and perform research on matters related to the sea and oceans. They divide their expertise into four main branches of research: physical oceanographers, whose …
- Political scientistA Political Scientist is an expert who studies the origin, development, and operation of political systems, public policies, governments, and political behavior. They analyze the s…
- HydrologistHydrologists research and study the quality, current challenges, and distribution of water on Earth. They study water supply from rivers, streams, and springs to determine their ad…
- Economic adviserEconomic advisers research economic developments and advise on economic problems. They forecast trends and behaviour in economics, and advise on finance, trade, fiscal and other re…
- Analytical chemistAn analytical chemist is a highly skilled professional who specializes in the analysis of substances to determine their composition, structure, and properties. These professionals …
- AstronomerAn astronomer is a specialized scientist who studies celestial objects, phenomena, and the universe as a whole. Astronomers use a combination of observations, mathematical models, …
- Food production plannerFood production planners prepare production plans, evaluate all the variables in the process and strive to ensure that production objectives be achieved. Duties The duties of a foo…
- Market research analystMarket 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 grou…
- Bioinformatics scientistA Bioinformatics Scientist is a professional who uses computational techniques and biological data to analyze and interpret complex biological systems. They develop algorithms, sof…
- PhysicistA physicist is a highly specialized scientist who studies the fundamental principles of nature and the properties of matter and energy. This field of science encompasses a wide ran…
- AssayerAssayers test and analyse precious metals such as silver and gold to determine the value and properties of components using chemical and physical techniques. They also seperate pre…
- Sensory scientistSensory scientists carry out sensory analysis in order to compose or improve flavours and fragrances for the food, beverage and cosmetics industry. They base their flavour and frag…
- Financial analystFinancial analysts conduct economic research and elicit valuable analyses on financial matters such as profitability, liquidity, solvency, and asset management. They provide recomm…
- Transport plannerA Transport Planner is responsible for designing, developing, and implementing transportation strategies and systems to improve the efficiency and effectiveness of movement within …
- EconomistEconomists perform research and develop theories in the field of economics, whether for microeconomic or macroeconomic analysis. They study trends, analyse statistical data, and to…
- Geographic information systems specialistGeographic information systems specialists use specialised computer systems, engineering measures, and geological concepts to process land, geographic, and geospatial information i…
- StatisticianStatisticians collect, tabulate, and, most importantly, analyse quantitative information coming from a varied array of fields. They interpret and analyse statistical studies on fie…
- BiometricianA biometrician is a professional who applies statistical and mathematical methods to examine continuous traits, such as those related to genetics and inheritance. They are involved…
- EpidemiologistAn Epidemiologist is a public health professional who studies patterns, causes, and effects of diseases and health conditions within populations. They are at the forefront of disea…
- SeismologistSeismologists study the movement of tectonic plaques in the Earth which causes the propagation of seismic waves and earthquakes. They study and observe the various sources causing …
- GeographerGeographers are scholars who study human and physical geography. Depending on their specialisation, they study political, economical and cultural aspects of humanity contained with…
- CosmologistCosmologists are highly specialized scientists who focus on the study of the universe as a whole, which is made up by its origin, evolution and ultimate fate. They use…
- GeologistGeologists research the materials that form the earth. Their observations depend on the purpose of the research. Depending on their specialisation, geologists study how the Earth h…
- Statistical assistantStatistical assistants collect data and use statistical formulas to execute statistical studies and create reports. They create charts, graphs and surveys. Duties A statistical ass…
- Data analystData analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sourc…
- AccountantAccountants review and analyse financial statements, budgets, financial reports, and business plans in order to check for irregularities resulting from error or fraud, and provide …
- Geology technicianGeology technicians assist in all the activities carried out by geologists. They, under the supervision of geologists, collect materials, carry out research and study the samples c…
- DemographerDemographers are population specialists who collect and analyze vital statistics related to human population changes, such as births, marriages, and deaths. They plan and conduct r…
Optional for
- Hydrogenation machine operatorHydrogenation machine operators control equipment to process base oils for manufacture of margarine and shortening products. Other titles The following job titles also refer to hyd…
- Insurance claims handlerInsurance claims handlers ensure that all insurance claims are handled accurately and that payment for valid claims is made to the policyholders. They use statistical data and rep…
- Accounting managerAccounting managers assume responsibility for all accounting activities relating to financial reporting. They develop and maintain accounting principles and procedures to ensure ti…
- Foreign exchange traderForeign exchange traders buy and sell foreign currencies to secure a profit on fluctuations in foreign exchange rates. They undertake technical analysis of financial information (m…
- Securities analystSecurities analysts conduct research to gather and analyse financial, legal, and economic information. They interpret data on the price, stability, and future investment trends in …
- Economics lecturerEconomics lecturers are subject professors, assistant professors, teachers, lectures, assistant lecturers, mentors who instruct students in their own specialised field of study, ec…
- Air traffic managerAir 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…
- Meteorology technicianMeteorology technicians collect large amounts of meteorological information for weather information users such as aviation companies or meteorological institutions. They operate sp…
- Chief marketing officerChief marketing officers manage the high level marketing operations in a company. They coordinate all the efforts related to the marketing, promotional, and advertising activities …
- Sociology lecturerSociology lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field of st…
- Business economics researcherBusiness economics researchers conduct research on topics regarding economy, organisations, and strategy. They analyse macroeconomic and microeconomic trends and use this informati…
- MeteorologistMeteorologists are scientists who specialize in the study of the Earth's atmosphere, weather patterns, and climatic conditions. They use a combination of scientific principles, obs…
- Commodity brokerCommodity brokers act as intermediary between buyers and sellers of movable and immovable property such as raw materials, livestock or real estate. They negotiate prices and receiv…
- Warehouse managerWarehouse managers assume the responsibility for storage facilities. They manage the operations and the staff within. Other titles The following job titles also refer to warehouse …
- Financial managerFinancial managers handle all the matters in reference to the finance and investments of a company. They manage financial operations of companies such as the assets, liabilities, e…
- Food analystFood analysts perform standardised tests to determine the chemical, physical, or microbiological features of products for human consumption. Other titles The following job titles a…
- Social work researcherSocial work researchers manage research projects aiming to investigate and provide reports on social issues. They first perform research by gathering information through interviews…
- Stock traderStock traders use their technical expertise of financial markets performance to advise and make recommendations to asset managers or shareholders for a profitable investment strate…
- Budget managerBudget managers assess financial proposals of different departments before granting financial resources to projects. They monitor the implementation of budget policies and procedur…
- ICT application configuratorICT application configurators identify, record, and maintain user-specific application configurations based upon user requirements and business rules. They configure generic softwa…
- Marketing assistantMarketing assistants support all the efforts and operations carried out by marketing managers and officers. They prepare reports about the marketing operations needed by other depa…
- Communications lecturerCommunications lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field …
- Freight transport dispatcherFreight transport dispatchers receive and transmit reliable messages, track vehicles and equipment, and record other important information. They oversee the planning operations of …
- Securities traderSecurities traders purchase and sell securities such as stocks, bonds and shares on their own account or on their employers account based on their expertise in the financial market…
- Big data archive librarianBig data archive librarians classify, catalogue and maintain libraries of digital media. They also evaluate and comply with metadata standards for digital content and update obsole…
- Call centre quality auditorCall centre quality auditors listen to calls from the call centre operators, recorded or live, in order to assess compliance with protocols and quality parameters. They grade the e…
- Physics lecturerPhysics lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field of stud…
- University research assistantUniversity research assistants conduct academic research for the university or college they are employed in. They may assist professors they are affiliated with, their supervisor, …
- Financial controllerFinancial controllers handle all tasks related to the budgeting and accounting aspects of a company or organisation. They implement and ensure compliance with internal financial an…
- Secondary school teacherSecondary school teachers provide education to students, commonly children and young adults, in a secondary school setting. They are usually specialist subject teachers, who inst…
- Marketing managerMarketing managers carry out the implementation of efforts related to the marketing operations in a company. They develop marketing strategies and plans by detailing cost and resou…
- Data quality specialistData quality specialists review organisation's data for accuracy, recommend enhancements to record systems and data acquisition processes and assess referential and historical inte…
- Insurance product managerInsurance product managers set and direct the development of new insurance products, following the product lifecycle policy and the general insurance strategy. They also coordinate…
- Market research interviewerMarket research interviewers strive to collect information on the perceptions, opinions, and preferences of customers in relation to commercial products or services. They use inter…
- Insurance risk consultantInsurance risk consultants prepare reports for insurance underwriters. For this purpose, they undertake surveys in order to determine the potential financial risk for personal prod…
- Business studies and economics teacher secondary schoolBusiness studies and economics teachers at secondary schools provide education to students, commonly children and young adults, in a secondary school setting. They are usually …
- Securities underwriterSecurities underwriters assist an institution in selling and buying debt securities. These securities may include corporate stocks, preferred stock, government bonds and other type…
- Stock brokerStock brokers act on behalf of their individual or institutional clients to buy and sell stocks and other securities. They are in close contact with their clients and ensure…
- Quality engineering technicianQuality engineering technicians work with quality engineers or managers to analyse and solve quality problems and improve productivity. They examine machines for imperfections and …
- Economic development coordinatorEconomic development coordinators outline and implement policies for the improvement of a community's, government's or institution's economic growth and stability. They research ec…
- Central bank governorCentral bank governors set the monetary and regulatory policy, determine interest rates, maintain price stability, control the national money supply and issuance and foreign exchan…
- Survey enumeratorSurvey 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 th…
- Sales managerSales managers develop sales and targeting strategies for a company. They manage sales teams, allocate sales resources based on the plans, prioritise and follow up on critical lead…
- Physics technicianPhysics technicians monitor physical processes and perform tests for manufacturing, educational or scientific purposes. They work in laboratories, schools or production facilities …
- Supply chain managerSupply chain managers plan, manage and coordinate all activities related to the sourcing and procurement of supplies needed to run manufacturing operations from the acquisition of …
- Forecast managerForecast managers have a deep understanding of the operations of the company, the inventory levels, production batches, requirements and costs of production per product, and trends…
- Back office specialistBack office specialists perform operation of administrative and organisational nature in service of running a financial company. They process administration, take care of financial…
- Advertising media plannerAdvertising media planners advise on the best communication media platforms to convey ideas. They analyse advertising plans in order to assess the aim and objective of the marketin…
- Bank treasurerBank treasurers oversee all aspects of the financial management of a bank. They manage the liquidity and solvency of the bank. They manage and present current budgets, revise finan…
- Foreign exchange cashierForeign exchange cashiers process cash transactions from clients in national and foreign currencies. They provide information on the conditions and exchange rates for buying and se…
- Project managerProject managers ensure that a project is completed on time, within budget, and that its objectives are met. They oversee the project, manage the team, ensure the most efficient…
- Accounting assistantAccounting assistants record and report ticketing accounting situations to the accountant they work with, verify deposits and prepare daily reports and income. They arrange authori…
- Securities brokerSecurities brokers create the connection between the investors and the available investment opportunities. They purchase and sell securities on their clients' behalf based on their…
- Assistant lecturerAssistant lecturers share university or college lecturers' academic workload, specifically the provision of lectures to students. They prepare and teach classes, and meet with stud…
- BookkeeperBookkeepers record and assemble the day-to-day financial transactions of an organisation or company, consisting usually of sales, purchases, payments and receipts. They ensure all …
- Banking products managerBanking products managers study the market of banking products and adapt the existing ones to the characteristics of this evolution or create new products to suit clients needs. Th…
- Politics lecturerPolitics lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field of stu…
- Food regulatory advisorFood regulatory advisors are extra-judicial or judiciary technical experts. They ensure food industry practices comply with regulatory norms. They perform audits, make diagnoses, a…
- Commodity traderCommodity traders use negotiation techniques to sell and buy physical goods and raw materials such as gold, cattle, oil, cotton and wheat on the trading floor. They receive and…
- Special-interest groups’ officialSpecial-interest groups' officials represent and act on behalf of special-interest groups such as trade unions, employer organisations, trade and industry associations, sports asso…
- Raw material reception operatorRaw material reception operators operate and maintain tools and equipment to ensure that qualitative and quantitative requirements in the reception of the raw material are met. The…
- Foreign exchange brokerForeign exchange brokers buy and sell foreign currencies on behalf of their clients to secure a profit on fluctuations in foreign exchange rates. They undertake technical analysis …
- Futures traderFutures traders undertake daily trading activities in the futures trading market by buying and selling futures contracts. They speculate on the futures contracts' direction, trying…
Related skills
- Apply statistical analysis techniques
- Perform project management
- Scientific research methodology
- Perform scientific research
- Speak different languages
- Apply scientific methods
- Manage personal professional development
- Publish academic research
- Mentor individuals
- Economics
- Analyse market financial trends
- Mathematics
Last updated on February 18, 2026
