Statistics

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.

use of data in performance of work
use of statistics in performance of work
use of data
use of statistics
data
data analysis
statistical analysis
stats

knowledge

cross-sector

Statistics is an essential knowledge of the following occupations:

Criminologist: Criminologists 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 factors ranging from behavioural conditions up to social background and environment of suspects in order to advise organisations on the prevention of crime.
Actuarial consultant: Actuarial consultants analyse, manage and provide guidance on financial impact of risks. They can work in fields related to insurance, pension, investment, banking, healthcare etc. Actuarial consultants apply technical and statistical models and theories to give strategic, commercial, and financial advice.
Sociologist: Sociologists 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 by describing their legal, political, and economic systems and their cultural expressions.
Actuarial assistant: Actuarial assistants perform statistical data research in order to set premium rates and insurance policies. They review the possibility of accidents, injuries and property damage by using statistical formulas and models.
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.
Data scientist: Data 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 understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.
Climatologist: Climatologists 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 conditions trends such as changes in temperature, global warming, or regional evolutive weather conditions. They use these findings for advising on environmental policy, construction, agricultural projects, and societal matters.
Rail project engineer: Rail project engineers maintain a safe, cost-effective, high-quality, and environmentally responsible approach across the technical projects in railway companies. They provide project management advice on all construction projects including testing, commissioning and site supervision. They audit contractors for safety, environment and quality of design, process and performance as to ensure that all projects follow in-house standards and relevant legislation.
Behavioural scientist: Behavioural scientists research, observe and describe human behaviour in society. They draw conclusions on the motives that stir actions in humans, observe the various circumstances for different behaviours, and describe different personalities. They advise organisations and governmental institutions on this field. They may also analyse the behaviour of animals.
Oceanographer: Oceanographers study and perform research on matters related to the sea and oceans. Oceanographers divide their expertise in four main branches of research which are physical oceanographers whose research focus on waves and tides, chemical oceanographers whose study address the chemical constitution of sea waters, marine biologists whose focal point is the study of living organisms, ecosystems and  their interaction underwater, and geological oceanographer whose research refers to the bottom of seas and their plaques.
Political scientist: Political scientists study political behaviour, activity and systems, including the elements that fall therein. Their study of the field ranges from the origins and evolution of various political systems to topical matters such as decision-making processes, political behaviour, political trends, society, and power perspectives. They advise governments and institutional organisations on governance matters.
Hydrologist: Hydrologists research and study the quality, current challenges, and distribution of water in the Earth. They study water supply from rivers, streams, and springs to determine their adequate and sustainable use. Together with a cross functional team of professionals, they plan and develop how water can be supplied to cities and urban areas while ensuring efficiency and resource conservation.
Economic adviser: Economic advisers research economic developments and advise on economic problems. They forecast trends and behaviour in economics, and advise on finance, trade, fiscal and other related matters. They advise companies and organisations on techniques to gain economic profit.
Analytical chemist: Analytical chemists research and describe the chemical composition of substances. Moreover, they draw conclusions related to the behaviour of such substances in different conditions.
Astronomer: Astronomers research the formation, structures, properties, and development of celestial bodies and interstellar matter. They use ground-based equipment and space-based equipment to collect data about the space for research purposes.
Food production planner: Food production planners prepare production plans, evaluate all the variables in the process and strive to ensure that production objectives be achieved.
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.
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.
Mathematician: Mathematicians study and deepen existing mathematical theories in order to expand the knowledge and find new paradigms within the field. They can apply this knowledge to challenges presented in engineering and scientific projects in order to assure that measurements, quantities, and mathematic laws prove their viability.
Physicist: Physicists are scientists who study physical phenomena. They focus their research depending on their specialisation, which can range from atomic particle physics to the study of phenomena in the universe. They apply their findings for the improvement of society by contributing to the development of energy supplies, treatment of illness, game development, cutting-edge equipment, and daily use objects.
Assayer: Assayers 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 precious metals or other components from other materials.
Sensory scientist: Sensory 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 fragrance development on sensory and consumer research. Sensory scientists carry out research and analyse statistical data to meet customers expectations.
Financial analyst:
Financial analysts conduct economic research and elicit valuable analyses on financial matters such as profitability, liquidity, solvency, and asset management. They provide recommendations on financial matters for decision-making processes. Financial analysts work in both the public and the private sector.
Transport planner: Traffic planners develop and implement policies in order to improve transport systems, taking into account the social, environmental and economic factors. They collect and analyse traffic data using statistical modelling tools.
Economist: Economists perform research and develop theories in the field of economics, whether for microeconomic or macroeconomic analysis. They study trends, analyse statistical data, and to some extent work with economic mathematical models in order to advise companies, governments, and related institutions. They advise on product feasibility, trend forecasts, emerging markets, tax policies, and consumer trends.
Geographic information systems specialist: Geographic information systems specialists use specialised computer systems, engineering measures, and geological concepts to process land, geographic, and geospatial information into visually detailed digital maps and geomodels of a reservoir. They convert technical information like soil density and properties into digital representations of it for the usage of engineers, governments, and stakeholders interested.
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.
Biometrician: Biometricians perform research in the field of biometrics. They carry statistical or biological research projects by measuring fingerprints, retinas, and human shapes for medical or industrial applications.
Epidemiologist: Epidemiologists centre their research on origin and causes for illness eruption in humans. They determine the way in which diseases are spread out and propose risk preventive measures to health policy organisms.
Seismologist: Seismologists 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 earthquakes such as volcanic activity, atmospheric phenomena, or the behaviour of oceans. They provide their scientific observations to prevent dangers in construction and infrastructure.
Geographer: Geographers are scholars who study human and physical geography. Depending on their specialisation, they study political, economical and cultural aspects of humanity contained within human geography. Moreover, they study land formations, soils, natural frontiers, and water flows contained in physical geography.
Cosmologist: Cosmologists focus on the study of the universe as a whole, which is made up by its origin, evolution and ultimate fate. They use tools and scientific instruments to observe and study other galaxies and astronomical objects such as stars, black holes, planets and other celestial bodies.
Geologist: Geologists 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 has been shaped over time, its geological layers, the quality of minerals for mining purposes, earthquakes and volcanic activity for private services, and similar phenomena.
Statistical assistant: Statistical assistants collect data and use statistical formulas to execute statistical studies and create reports. They create charts, graphs and surveys.
Data analyst: Data 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 sources and repositories provide consistent and reliable data. Data analysts use different algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, charts, and dashboards.
Accountant:
Accountants review and analyse financial statements, budgets, financial reports, and business plans in order to check for irregularities resulting from error or fraud, and provide their clients with financial advice in matters such as financial forecasting and risk analysis. They may audit financial data, resolve insolvency cases, prepare tax returns and provide other tax-related advice in reference to current legislation.
Geology technician: Geology 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 collected from the Earth in order to offer analysis as part of the project and the aim. Geology technicians assist in determining the value of the land for oil or gas exploration. They perform various technical tasks, including collecting samples during geochemical surveys, working on drill sites, and participating in geophysical surveys and geological studies.
Demographer: Demographers study a variety of parameters related with population. They develop, based on their observations, statistical analyses on the evolutions and changes of births, elderly, marriage and divorce, employment, mortality, immigration and related matters.

Statistics is optional for these occupations. This means knowing this knowledge may be an asset for career advancement if you are in one of these occupations.

Hydrogenation machine operator: Hydrogenation machine operators control equipment to process base oils for manufacture of margarine and shortening products.

Insurance claims handler: Insurance 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 reporting to calculate and adjust claims as needed, communicate with and guide policyholders and monitor the progress of a claim.
Accounting manager: Accounting managers assume responsibility for all accounting activities relating to financial reporting. They develop and maintain accounting principles and procedures to ensure timely and accurate financial statements issued, supervise accounting staff and manage the accounting activities within the appropriate time frame and budget.
Foreign exchange trader: Foreign exchange traders buy and sell foreign currencies in order to secure a profit on fluctuations in foreign exchange rates. They undertake technical analysis of economic information (market liquidity and volatility ) to predict the future rates of currencies on the foreign exchange market. They trade on their own name or for their employers.
Securities analyst: Securities analysts perform research activities to gather and analyse financial, legal and economic information. They interpret data on the price, stability and future investment trends in a certain economic area and make recommendations and forecasts to business clients.
Economics lecturer: Economics lecturers are subject professors, assistant professors, teachers, lectures, assistant lecturers, mentors who instruct students in their own specialised field of study, economics. They develop curriculum, prepare classes (lectures, practical classes, seminars, trainings etc.), monitor learning outcomes, supervise student study path. They conduct academic research in their field of economics and present their findings at the conferences and in publications. They are involved in some university management functions.
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.
Meteorology technician: Meteorology technicians collect large amounts of meteorological information for weather information users such as aviation companies or meteorological institutions. They operate specialised measuring instruments to make accurate weather predictions and report their observations. Meteorology technicians assist meteorologists in their scientific operations.
Chief marketing officer: Chief marketing officers manage the high level marketing operations in a company. They coordinate all the efforts related to the marketing, promotional, and advertising activities across units or geographical areas. They make sure that different activities aimed at creating awareness of products are profitable for the company. They take decisions and prepare reports on marketing projects and the costs they entail.
Sociology lecturer: Sociology lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field of study, sociology, which is predominantly academic in nature. They work with their university research assistants and university teaching assistants
for the preparation of lectures and of exams, grading papers and exams and leading review and feedback sessions for the students. They also conduct academic research in their field of sociology, publish their findings and liaise with other university colleagues.
Business economics researcher: Business economics researchers conduct research on topics regarding economy, organisations, and strategy. They analyse macroeconomic and microeconomic trends and use this information to analyse the positions of industries or specific companies in the economy. They provide advice regarding strategic planning, product feasibility, forecast trends, emerging markets, taxing policies, and consumer trends.
Meteorologist: Meteorologists study climate processes, measure and predict weather patterns and provide consultancy services to a variety of weather information users. They work out models for weather forecasting, develop instruments to collect meteorological data and compile statistics and databases.
Insurance rating analyst: Insurance rating analysts analyse information related to insurance markets and their credit rating, prepare rating reports and invoices, compile financial data and present and explain credit rating opinions to stakeholders, clients and external parties. They work for insurance companies and calculate the insurance premium and rates for the company’s clients using both manual and automated methods.
Middle office analyst:
Middle office analysts work in the treasury of a financial company, ensuring compliance with company policy and legal legislation, providing research and analysis on financial matters, measuring risk and supporting operations in the front office.
Rail logistics coordinator: Rail logistics coordinator manage shipments by rail including or excluding other transport modes. They coordinate the timely allocation of transport means and equipment and ensure a timely delivery. They design and maintain efficient supply chains for clients and shippers.
Commodity broker:
Commodity 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 receive a commission from the transactions. They research market conditions for specific commodities in order to inform their clients. They make bid offers and calculate the cost of transactions.
Warehouse manager: Warehouse managers assume the responsibility for storage facilities. They manage the operations and the staff within.
Financial manager: Financial 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, equity and cash flow aiming to maintain the financial health of the company and operative viability. Financial managers evaluate the strategic plans of the company in financial terms, maintain transparent financial operations for taxation and auditing bodies, and create the financial statements of the company at the end of the fiscal year.
Food analyst: Food analysts perform standardised tests to determine the chemical, physical, or microbiological features of products for human consumption.
Financial markets back office administrator: Financial markets back office administrators perform administrative tasks for all the transactions registered in the trading room. They process transactions involving securities, derivatives, foreign exchange, commodities, and manage the clearing and settling of trades.
Stock trader: Stock traders use their technical expertise of financial markets performance to advise and make recommendations to asset managers or shareholders for a profitable investment strategy, keeping in mind the company’s performance. They use stock market trading operations and deal with a wide array of taxes, commissions and fiscal obligations. Stock traders buy and sell bonds, stocks, futures and shares in hedge funds. They perform detailed micro- and macroeconomic and industry specific technical analysis.
Budget manager: Budget managers assess financial proposals of different departments before granting financial resources to projects. They monitor the implementation of budget policies and procedures. They work closely with other departments in the evaluation of programs, their impact in the organisation, the revenue that they can yield, and the financial efforts required.
ICT application configurator: ICT application configurators identify, record, and maintain user-specific application configurations based upon user requirements and business rules. They configure generic software systems in order to create a specific version applied to an organisation’s context. These configurations range from adjusting basic parameters through the creation of business rules and roles in the ICT system to developing specific modules (including the configuration of Commercial off-the-shelf systems (COTS)). They also document configurations, perform configuration updates, and ensure the configurations are correctly implemented in the application.
Marketing assistant: Marketing assistants support all the efforts and operations carried out by marketing managers and officers. They prepare reports in relation to the marketing operations needed by other departments, especially account and financial divisions. They ensure that resources needed by the managers to perform their job are in place.
 
Communications lecturer: Communications lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field of study, communications, which is predominantly academic in nature. They work with their university research assistants and university teaching assistants for the preparation of lectures and of exams, grading papers and exams and leading review and feedback sessions for the students. They also conduct academic research in their field of communications, publish their findings and liaise with other university colleagues.
Freight transport dispatcher: Freight transport dispatchers receive and transmit reliable messages, track vehicles and equipment, and record other important information. They oversee the planning operations of dispatching by coordinating different modes of transport. Freight transport dispatchers structure routes or services and determine the appropriate mode of transport. They are also responsible for equipment and vehicle maintenance and workers dispatching. The freight transport dispatchers provide the legal and contractual documentation for the transporting parties.
Securities trader: Securities 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 markets. They monitor the performance of the securities traded, assessing their stability or speculative tendancies. Securities brokers calculate the securities price and place orders. They record and file all securities transactions and take care of their financial documents.
Big data archive librarian: Big data archive librarians classify, catalogue and maintain libraries of digital media. They also evaluate and comply with metadata standards for digital content and update obsolete data and legacy systems.
Call centre quality auditor: Call 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 employees and provide feedback on the issues that require improvement. They interpret and spread quality parameters received by the management.
Physics lecturer: Physics lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field of study, physics, which is predominantly academic in nature. They work with their university research assistants and university teaching assistants
for the preparation of lectures and of exams, for leading laboratory practices, grading papers and exams and for leading review and feedback sessions for the students. They also conduct academic research in their field of physics, publish their findings and liaise with>other university colleagues.
University research assistant: University research assistants conduct academic research for the university or college they are employed in. They may assist professors they are affiliated with, their supervisor, in their research or develop their own in the related field of that professor.
Financial controller: Financial controllers handle all tasks related to the budgeting and accounting aspects of a company or organisation. They implement and ensure compliance with internal financial and accounting procedures, and prepare documentation for external audits. They collect information related to financial statements such as assets, liabilities, equity, and cash flow in order to assess the company’s financial position to prepare annual budgets and forecasts.
Secondary school teacher: Secondary school teachers provide education to students, commonly children and young adults, in a secondary school setting. They are usually specialist subject teachers, who instruct in their own field of study. They prepare lesson plans and materials, monitor the students’ progress, assist individually when necessary and evaluate their knowledge and performance through assignments, tests and examinations.
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.
Food biotechnologist: Food biotechnologists study the life cycle of food from its preservation up to the spoilage and the food-borne pathogens. They research and understand food-borne diseases in order to prevent them. They ensure that food products abide by government regulations regarding food health and safety.

Marketing manager: Marketing 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 resources needed. They analyse the profitability of these plans, develop pricing strategies, and strive to raise awareness on products and companies among targeted customers.
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.
Insurance product manager: Insurance product managers set and direct the development of new insurance products, following the product lifecycle policy and the general insurance strategy. They also coordinate the marketing and sales activities related to the specific insurance products of the company. Insurance product managers inform their sales managers (or the sales department) about their newly developed insurance products.
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.
Insurance risk consultant: Insurance risk consultants prepare reports for insurance underwriters. For this purpose, they undertake surveys in order to determine the potential financial risk for personal products, properties or sites.
Business studies and economics teacher secondary school: Business studies and economics teachers at secondary schools provide education to students, commonly children and young adults, in a secondary school setting. They are usually subject teachers, specialised and instructing in their own field of study, business and economics. They prepare lesson plans and materials, monitor the students’ progress, assist individually when necessary, and evaluate the students’ knowledge and performance on the subject of business and economics through assignments, tests and examinations.
Securities underwriter: Securities underwriters administer the distribution activities of new securities from a business company. They work in close connection with the issuing body of the securities in order to establish the price and buys and sells them to other investors. They receive underwriting fees from their issuing clients.
Stock broker: Stock brokers act on behalf of their individual or institutional clients in order to buy and sell stocks and other securities. They are in close contact with their clients and ensure that what they buy or sell through the stock exchange market is according to their clients’ wishes. Stock brokers undertake analyst research to make recommendations to their clients and expand their client base through various methods.
Quality engineering technician: Quality engineering technicians work with quality engineers or managers to analyse and solve quality problems and improve productivity. They examine machines for imperfections and inspect products to make sure they meet the standards. They also provide personnel with training in inspection techniques and prepare inspection plans.
Economic development coordinator: Economic development coordinators outline and implement policies for the improvement of a community’s, government’s or institution’s economic growth and stability. They research economic trends and coordinate cooperation between institutions working in economic development. They analyse potential economic risks and conflicts and develop plans to resolve them. Economic development coordinators advise on the economic sustainability of institutions and economic growth.
Central bank governor: Central bank governors set the monetary and regulatory policy, determine interest rates, maintain price stability, control the national money supply and issuance and foreign exchange currency rates and gold reserves. They oversee and control the banking industry.
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.
Sales manager: Sales 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 leads, develop sales pitches and adjust them over time, and maintain a sales platform to track all leads and sales.
Physics technician: Physics technicians monitor physical processes and perform tests for manufacturing, educational or scientific purposes. They work in laboratories, schools or production facilities where they assist physicists in their work. Physics technicians perform technical or practical work and report about their results.
Supply chain manager: Supply 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 raw materials to the distribution of finished products. The supplies can be raw materials or finished products, and it can be for internal or external use. Moreover, they plan and commission all the activities needed to be performed in manufacturing plants and adjust operations to changing levels of demand for a company’s products.
Forecast manager: Forecast 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 in the demand levels. They use all that information in combination with forecasting software in order to define production orders aiming for the most efficient production combinations.
Back office specialist: Back office specialists perform operation of administrative and organisational nature in service of running a financial company. They process administration, take care of financial transactions, perform supportive tasks and other diverse back office operations in coordination with other parts of the company.
Advertising media planner: Advertising 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 marketing strategy. They assess the potential and response rate that different communication channels might have on the transmission of a message related to a product, company, or brand.
Bank treasurer: Bank 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 financial forecasts, prepare accounts for audit, manage the bank’s accounts and maintain accurate record-keeping of financial documentation.
Foreign exchange cashier: Foreign exchange cashiers process cash transactions from clients in national and foreign currencies. They provide information on the conditions and exchange rates for buying and selling foreign currencies, make deposits of money, record all foreign exchange transactions and check for money validity.
Accounting assistant: Accounting assistants record and report ticketing accounting situations to the accountant they work with, verify deposits and prepare daily reports and income. They arrange authorised refund vouchers, maintain the returned check accounts and communicate with ticketing managers concerning any ticketing systems issues.
Securities broker: Securities brokers create the connection between the investors and the available investment opportunities. They purchase and sell securities on their clients’ behalf, based on their expertise in the financial markets. They monitor the performance of their clients’ securities, assessing their stability or speculative tendencies. Securities brokers calculate the securities’ price and place orders.
Assistant lecturer: Assistant lecturers share university or college lecturers’ academic workload, specifically the provision of lectures to students. They prepare and teach classes, and meet with students privately regarding evaluation. They also combine their lecturing and other academic duties with conducting their own research in their field of study. Assistant lecturers occupy an autonomous, full-time position, despite what the subservience element in the occupation title may suggest.
Bookkeeper: Bookkeepers 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 financial transactions are documented in the appropriate (day) book and general ledger, and that they are balanced out. Bookkeepers prepare the recorded books and ledgers with financial transactions for an accountant to then analyse balance sheets and income statements.
Banking products manager: Banking 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. They monitor and evaluate the performance indicators of these products and suggest improvements. Banking products managers assist with the sales and marketing strategy of the bank.
Politics lecturer: Politics lecturers are subject professors, teachers, or lecturers who instruct students who have obtained an upper secondary education diploma in their own specialised field of study, politics, which is predominantly academic in nature. They work with their university research assistants and university teaching assistants
for the preparation of lectures and of exams, for grading papers and exams and for leading review and feedback sessions for the students. They also conduct academic research in their respective field of political studies, publish their findings and liaise with other university colleagues.
Food regulatory advisor: Food regulatory advisors are extra-judicial or judiciary technical experts. They ensure food industry practices comply with the regulatory norms. They perform audits, make diagnosis and monitor activities of inspection. These experts have expertise in food processing, food analysis, quality, safety, certification, traceability. They update, review, and approve labelling designs, develop nutrition facts panels, and ensure that products and labels meet appropriate standards and regulations.
Commodity trader: Commodity 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 implement purchasing and selling instructions and negotiate the terms of sale and delivery of commodities. Commodity traders do research about market conditions of specific commodities, their price trends and demand in order to inform their employers, they make bid offers and calculate the cost of transactions.
Special-interest groups’ official: Special-interest groups’ officials represent and act on behalf of special-interest groups such as trade unions, employer organisations, trade and industry associations, sports associations and humanitarian organisations. They develop policies and ensure their implementation. Special-interest groups’ officials speak for their members in negotiations about topics such as working conditions and safety.
Raw material reception operator: Raw 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. They use equipment to evaluate products such as grains, potatoes, cassava root, etc. They store and distribute products to the different processing factory units.
Foreign exchange broker: Foreign exchange brokers buy and sell foreign currencies on behalf of their clients in order to secure a profit on fluctuations in foreign exchange rates. They undertake technical analysis of economic information such as market liquidity and volatility, to predict the future rates of currencies on the foreign exchange market.
Futures trader: Futures traders undertake daily trading activities in the futures trading market by buying and selling futures contracts. They speculate on the futures contracts’ direction, trying to make a profit by buying futures contracts they foresee to rise in price and sell contracts they foresee to fall in price.

References

1. Statistics – ESCO