person_id
int64 0
444k
| matched_label
stringlengths 4
80
| matched_description
stringlengths 7
1.13k
| matched_code
stringlengths 6
13
β | start_date
stringclasses 227
values | end_date
stringclasses 216
values | university_studies
bool 2
classes |
|---|---|---|---|---|---|---|
0
|
resource manager
|
Resource managers manage resources for all potential and assigned projects. They liaise with the different departments to see that all various resources needs are met, in a timely manner, and communicate any resourcing issues that may impact scheduled deadlines.
|
1324.8.3
|
Q1 2016
|
Q2 2019
| true
|
0
|
health and safety officer
|
Health and safety officers execute plans for the improvement of work environments and cultures. They assess risks and interview employees to ensure the work environment is compliant with health and safety rules, as well as ensuring the interaction within the workplace occurs in a positive and productive manner. If employed in a healthcare facility the health and safety officer has to investigate infections spreading across a facility and advice all employees how to combat and prevent infections.Β Furthermore health physics is applied at facilities where people are exposed to ionizing radiation such as nuclear power plants and research institutions.
|
2263.3
|
Q1 2017
|
Q2 2019
| true
|
0
|
integration engineer
|
Integration engineers develop and implement solutions which coordinate applications across the enterprise or its units and departments. They evaluate existing components or systems to determine integration requirements and ensure that the final solutions meet organisational needs. They reuse components when possible and assist management in taking decisions. They perform ICT system integration troubleshooting.
|
2511.17
|
Q1 2013
|
Q1 2016
| true
|
0
|
programme manager
|
Programme managers coordinate and oversee several projects working simultaneously. They ensure workability and compatibility among projects ensuring that overall, each one of the projects under the management of project managers, turn out profitable and leveraging one to the other.
|
1213.4
|
Q2 2012
|
Q1 2013
| true
|
0
|
product development engineering drafter
|
Product development engineering drafters design and draw blueprints to bring new concepts and products to life. They draft and draw detailed plans on how to manufacture a product.
|
3118.3.12
|
Q1 2011
|
Q2 2012
| true
|
0
|
move manager
|
Move managers coordinate all the resources and activities comprised in moving services. They work together with clients to define the requirements of the service and adapt it to their demands. They manage communication with shipping companies, planners, and movers to assure compliance, business efficiency, and client satisfaction.
|
1324.4
|
Q1 2006
|
Q3 2008
| true
|
0
|
customer contact centre information clerk
|
Customer contact centre information clerks provide information to customers via the telephone and other media such as email. They answer inquiries about a company's or oganisation's services, products and policies.
|
4222.1
|
Q1 2004
|
Q4 2007
| true
|
0
|
ICT help desk manager
|
ICT help desk managers monitor the delivery of technical support services to clients according to the predefined deadlines. They plan and organise the user support actions and troubleshoot ICT problems and issues. ICT help desk managers supervise the help desk team ensuring that the customers get the appropriate feedback and support. They also participate in developing customer service guidelines and in reinforcing the team.
|
3512.2
|
Q1 2002
|
Q1 2004
| true
|
0
|
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.
|
3512.1
|
Q1 2000
|
Q1 2002
| true
|
0
|
language school teacher
|
Language school teachers educate non-age-specific students in a language that is not their native language at a specialised school, not bound by a level of education. They focus less on the academic aspect of language teaching, as opposed to language teachers in secondary or higher education, but instead on the theory and practice that will be most helpful to their students in real-life situations since most choose instruction for either business, immigration or leisure reasons. They organise their classes using a variety of lesson materials, work interactively with the group, and assess and evaluate their individual progress through assignments and examinations, putting emphasis on active language skills such as writing and speaking.
|
2353.1
|
Q3 1996
|
Q1 2000
| true
|
1
|
software analyst
|
Software analysts elicit and prioritise user requirements, produce and document software specifications, test their application, and review them during software development. They act as the interface between the software users and the software development team.
|
2512.2
|
Q1 2017
|
Q3 2018
| true
|
1
|
software analyst
|
Software analysts elicit and prioritise user requirements, produce and document software specifications, test their application, and review them during software development. They act as the interface between the software users and the software development team.
|
2512.2
|
Q3 2011
|
Q1 2017
| true
|
1
|
telecommunications analyst
|
Telecommunications analysts review, analyse and evaluate an organisation's telecommunications needs and systems. They provide training on the telecommunications system features and functionalities.
|
2153.1.1
|
Q4 2005
|
Q2 2011
| true
|
1
|
unknown
|
unknown
|
unknown
|
Q2 2003
|
Q4 2005
| true
|
1
|
security guard supervisor
|
Security guard supervisors monitor and oversee the activities of guards who protect properties from vandalism acts and theft. They assign areas to be patrolled by guards on a regular basis, transfer the individual caught trespassing to police custody and develop safety plans and drills for the buildings and employees under their supervision.
|
5414.1.9
|
Q4 1996
|
Q2 2003
| true
|
1
|
infantry soldier
|
Infantry soldiers fight in combat missions or provide aid in peacekeeping missions and other humanitarian services. They handle weapons and provide defence services where they are required, and attempt to complete missions while causing minimal harm.
|
0310.3
|
Q1 1994
|
Q4 1996
| true
|
2
|
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.
|
2411.1
| null | null | true
|
2
|
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.
|
2411.1
|
Q1 2014
|
Q4 2015
| true
|
2
|
technical sales representative in office machinery and equipment
|
Technical sales representatives in office machinery and equipment act for a business to sell its merchandise while providing technical insight for customers.
|
2433.6.6
|
Q1 1995
|
Q4 2001
| true
|
2
|
office clerk
|
Office clerks are responsible for performing clerical and administrative duties in an office setting and support of business operations within a department. They assist all the administrative staff, secretaries, and assistants by sorting mail, filing forms and documents, answering phones, greeting clients and scheduling meetings.
|
4110.1
|
Q1 2001
|
Q4 2002
| true
|
4
|
lawyer
|
Lawyers provide legal advice to clients and act on their behalf in legal proceedings and in compliance with the law. They research for, interpret and study cases to represent their clients in a variety of settings such as courts and administrative boards. They create arguments on behalf of their clients for lawsuits in different contexts with the aim of finding a legal remedy.
|
2611.1
|
Q1 1983
|
Q4 2010
| false
|
8
|
unknown
|
unknown
|
unknown
|
Q1 2013
|
Q4 2015
| false
|
8
|
unknown
|
unknown
|
unknown
|
Q1 2012
|
Q4 2013
| false
|
8
|
unknown
|
unknown
|
unknown
|
Q1 2009
|
Q4 2011
| false
|
8
|
unknown
|
unknown
|
unknown
|
Q1 2008
|
Q4 2009
| false
|
9
|
post office counter clerk
|
Post office counter clerks sell products and services at a post office. They assist customers with picking up and sending mail. Post office counter clerks also sell financial products.
|
4211.2
|
Q1 2013
|
Q4 2016
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q1 2014
|
Q4 2014
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q4 2013
|
Q1 2014
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q1 2013
|
Q2 2013
| true
|
9
|
unknown
|
unknown
|
unknown
|
Q2 2013
|
Q3 2013
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q3 2013
|
Q4 2013
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q2 2013
|
Q3 2013
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q4 2013
|
Q1 2014
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q1 2012
|
Q2 2012
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q4 2012
|
Q1 2013
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q1 2012
|
Q4 2013
| true
|
9
|
administrative assistant
|
Administrative assistants provide administrative and office support for supervisors. They perform a variety of tasks, such as answering telephone calls, receiving and directing visitors, ordering office supplies, maintaining the office facilities running smoothly, and ensuring that equipment and appliances work properly.
|
3343.1
|
Q1 2012
|
Q2 2012
| true
|
9
|
receptionist
|
Receptionists are responsible for the reception area of a business. They answer the phone, greet guests, pass information, respond to inquiries and instruct visitors. They are the first point of contact for clients and customers.
|
4226.1
|
Q1 2016
|
Q4 2016
| true
|
12
|
secretary
|
Secretaries perform a variety of administrative tasks to help keep an organisation run smoothly. They answer telephone calls, draft and send e-mails, maintain diaries, arrange appointments, take messages, file documents, organise and service meetings, and manage databases.
|
4120.1
| null | null | false
|
12
|
foreign language correspondence clerk
|
Foreign language correspondence clerks read and reply to a company's correspondence in foreign languages. They also perform clerical duties.
|
4419.2
|
Q1 2008
| null | false
|
12
|
billing clerk
|
Billing clerks create credit memos, invoices and monthly customer statements and issue them to customers by all necessary means. They update customer files accordingly.
|
4311.1
|
Q1 2007
|
Q4 2008
| false
|
12
|
contact centre manager
|
Contact centre managers coordinate and plan the daily operations of contact centres. They ensure that customer inquiries are satisfied efficiently and according to policies. They manage employees, resources and procedures to improve best practices and achieve high levels of customer satisfaction.
|
1439.3
|
Q1 2004
|
Q4 2005
| false
|
12
|
human resources manager
|
Human resources managers plan, design and implement processes related to the human capital of companies. They develop programs for recruiting, interviewing, and selecting employees based on a previous assessment of the profile and skills required in the company. Moreover, they manage compensation and development programs for the company's employees comprising trainings, skill assessment and yearly evaluations, promotion, expat programs, and general assurance of the well-being of the employees in the workplace.
|
1212.2
|
Q1 2003
|
Q4 2004
| false
|
12
|
cashier
|
Cashiers operate the cash register, receive payments from customers, issue receipts and return change due.
|
5230.1
|
Q1 1985
|
Q4 2003
| false
|
13
|
consumer electronics repair technician
|
Consumer electronics repair technicians use electrical equipment to diagnose malfunctions and test functionality of consumer electronics such as TVs, video and audio systems and digital cameras. They read manufacturers' instructions and conduct the necessary repairs or replacements.
|
7421.3
|
Q1 1999
|
Q4 2017
| false
|
13
|
unknown
|
unknown
|
unknown
|
Q1 1997
|
Q4 1999
| false
|
14
|
unknown
|
unknown
|
unknown
|
Q3 2010
|
Q4 2011
| true
|
14
|
unknown
|
unknown
| null |
Q1 2009
| null | true
|
14
|
unknown
|
unknown
| null |
Q1 2008
| null | true
|
14
|
unknown
|
unknown
| null |
Q1 2007
| null | true
|
14
|
unknown
|
unknown
| null |
Q1 2005
|
Q4 2006
| true
|
15
|
healthcare assistant
|
Healthcare assistants work in teams of nurses within the occupational fields of nursing, social care, clinical care and care of people of all age-groups. Healthcare assistants assist in the promotion and restoration of patients' health by providing physical and psychological support to patients, friends and families.
|
5321.1
|
Q1 2012
|
Q3 2012
| true
|
15
|
nurse responsible for general care
|
Nurses responsible for general care are in charge of promoting and restoring patients` health by providing physical and psychological support to patients, friends, and families. They also supervise assigned team members.
|
2221.2
|
Q1 2011
|
Q3 2011
| true
|
15
|
communication manager
|
Communication managers are responsible for developing communication strategies in order to promote the organization's mission, services or product. They coordinate communication projects and manage the communications issued by the company for both the internal and the external clients. They supervise internal communications, ensuring that communications reach each one of the employees and further questions can be answered. For external communications, they coordinate coherence among the messages transmitted in mails, printed materials, press articles, and corporate promotional materials. They strive to maintain truthful communications.
|
1222.1
|
Q1 1999
|
Q4 2008
| true
|
15
|
translator
|
Translators transcribe written documents from one or more languages to another ensuring that the message and nuances therein remain in the translated material. They translate material backed up by an understanding of it, which can include commercial and industrial documentation, personal documents, journalism, novels, creative writing, and scientific texts delivering the translations in any format.
|
2643.6
|
Q1 1996
|
Q4 2002
| true
|
17
|
cashier
|
Cashiers operate the cash register, receive payments from customers, issue receipts and return change due.
|
5230.1
|
Q1 1999
|
Q4 2019
| true
|
18
|
level crossing signalperson
|
Level crossing signalpersons operate equipment in the safeguarding of level crossings, according to safety regulations. They supervise the traffic situation arround the level crossing, and communicate with traffic controllers, drivers, and other signalpeople when necessary.Β
|
8312.1
|
Q3 2007
|
Q2 2012
| false
|
18
|
sales assistant
|
Sales assistants represent the direct contact with clients. They provide general advice to customers.
|
5223.4
|
Q1 2007
|
Q2 2007
| false
|
18
|
unknown
|
unknown
| null | null | null | false
|
19
|
waiter/waitress
|
Waiters/waitresses supply guests with food and drinks as requested. Waiters/waitresses usually work in restaurants, bars and hotels. This involves the preparation of tables, serving food or beverages and taking payments.
|
5131.2
|
Q2 2015
|
Q3 2015
| false
|
19
|
sales assistant
|
Sales assistants represent the direct contact with clients. They provide general advice to customers.
|
5223.4
|
Q4 2015
|
Q4 2016
| false
|
19
|
sales assistant
|
Sales assistants represent the direct contact with clients. They provide general advice to customers.
|
5223.4
|
Q1 2013
|
Q4 2014
| false
|
19
|
waiter/waitress
|
Waiters/waitresses supply guests with food and drinks as requested. Waiters/waitresses usually work in restaurants, bars and hotels. This involves the preparation of tables, serving food or beverages and taking payments.
|
5131.2
|
Q1 2011
|
Q4 2013
| false
|
19
|
quick service restaurant crew member
|
Quick service restaurant crew members prepare, cook and serve food and beverages in a quick service operation.
|
9411.2
|
Q1 2010
|
Q4 2011
| false
|
19
|
unknown
|
unknown
|
unknown
|
Q1 2009
|
Q4 2010
| false
|
19
|
flower and garden specialised seller
|
Flower and garden specialised sellers sell flowers, plants, seeds and/orΒ fertilisers in specialised shops.
|
5223.7.18
|
Q1 2007
|
Q4 2009
| false
|
19
|
waiter/waitress
|
Waiters/waitresses supply guests with food and drinks as requested. Waiters/waitresses usually work in restaurants, bars and hotels. This involves the preparation of tables, serving food or beverages and taking payments.
|
5131.2
|
Q1 2006
|
Q4 2007
| false
|
20
|
residential home young people care worker
|
Residential home young people care workersΒ provide assistance and support to young people who face complex emotional needs expressed in challenging behaviours. They support young adults with learning disabilities coping with school, encourage them to household activities and help them to take responsibility.
|
3412.4.13
|
Q4 2008
|
Q4 2016
| true
|
20
|
nurse responsible for general care
|
Nurses responsible for general care are in charge of promoting and restoring patients` health by providing physical and psychological support to patients, friends, and families. They also supervise assigned team members.
|
2221.2
|
Q1 1995
|
Q4 2008
| true
|
20
|
nurse responsible for general care
|
Nurses responsible for general care are in charge of promoting and restoring patients` health by providing physical and psychological support to patients, friends, and families. They also supervise assigned team members.
|
2221.2
|
Q1 1994
|
Q4 1995
| true
|
20
|
nurse responsible for general care
|
Nurses responsible for general care are in charge of promoting and restoring patients` health by providing physical and psychological support to patients, friends, and families. They also supervise assigned team members.
|
2221.2
|
Q1 1989
|
Q4 1994
| true
|
20
|
nurse responsible for general care
|
Nurses responsible for general care are in charge of promoting and restoring patients` health by providing physical and psychological support to patients, friends, and families. They also supervise assigned team members.
|
2221.2
|
Q1 1985
|
Q4 1989
| true
|
21
|
unknown
|
unknown
| null |
Q1 2015
| null | true
|
21
|
history teacher secondary school
|
History teachers at secondary schools provide education toΓΒ students, commonly children and young adults, in aΓΒ secondary school setting. They are usually subject teachers, specialised and instructing in their own field of study, history. They prepare lesson plans and materials, monitor the studentsΓ’ΒΒ progress, assist individually when necessary, and evaluate the studentsΓ’ΒΒ knowledge and performance on the subject of history through assignments, tests and examinations.
|
2330.1.8
|
Q4 2015
|
Q1 2016
| true
|
21
|
history teacher secondary school
|
History teachers at secondary schools provide education toΓΒ students, commonly children and young adults, in aΓΒ secondary school setting. They are usually subject teachers, specialised and instructing in their own field of study, history. They prepare lesson plans and materials, monitor the studentsΓ’ΒΒ progress, assist individually when necessary, and evaluate the studentsΓ’ΒΒ knowledge and performance on the subject of history through assignments, tests and examinations.
|
2330.1.8
|
Q1 2016
|
Q2 2016
| true
|
21
|
history teacher secondary school
|
History teachers at secondary schools provide education toΓΒ students, commonly children and young adults, in aΓΒ secondary school setting. They are usually subject teachers, specialised and instructing in their own field of study, history. They prepare lesson plans and materials, monitor the studentsΓ’ΒΒ progress, assist individually when necessary, and evaluate the studentsΓ’ΒΒ knowledge and performance on the subject of history through assignments, tests and examinations.
|
2330.1.8
|
Q1 2016
|
Q2 2016
| true
|
22
|
billing clerk
|
Billing clerks create credit memos, invoices and monthly customer statements and issue them to customers by all necessary means. They update customer files accordingly.
|
4311.1
|
Q3 1989
|
Q3 2012
| false
|
24
|
commercial sales representative
|
Commercial sales representatives represent a company in selling and providing information on goods and services to businesses and organisations.
|
3322.1
|
Q1 2012
|
Q4 2013
| true
|
24
|
horticulture worker
|
Horticulture workers carry out practical activities and assist inΒ nurseries or greenhouses for the production of horticultural crops.
|
9214.2
|
Q1 2004
|
Q4 2010
| true
|
26
|
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.
|
2421.5
|
Q2 2015
|
Q2 2017
| true
|
26
|
distribution manager
|
Distribution managers plan the distribution of goods to various points of sales.
|
1324.3.1
|
Q2 2013
|
Q2 2015
| true
|
26
|
unknown
|
unknown
|
unknown
|
Q4 2011
|
Q2 2013
| true
|
26
|
food service worker
|
Food service workers prepare food and serve customers. They prepare simple dishes to be used in places that serve food, such as restaurants, cafeterias, hotels, hospitals and ensure that kitchen operations run smoothly and efficiently.
|
5246.1
|
Q1 2006
|
Q2 2011
| true
|
26
|
unknown
|
unknown
|
unknown
|
Q1 2002
|
Q4 2011
| true
|
27
|
secretary
|
Secretaries perform a variety of administrative tasks to help keep an organisation run smoothly. They answer telephone calls, draft and send e-mails, maintain diaries, arrange appointments, take messages, file documents, organise and service meetings, and manage databases.
|
4120.1
|
Q1 2005
|
Q4 2007
| false
|
27
|
bank teller
|
Bank tellers deal most frequently with customers of the bank. They promote the banks products and services, and provide information about the customers personal accounts and related transfers, deposits, savings etc. They order bank cards and checks for the customers, receive and balance cash and checks and ensure compliance with internal policies. They work on client accounts, deal with payments and manage the use of vaults and safe deposit boxes.
|
4211.1
|
Q1 2007
|
Q4 2007
| false
|
27
|
administrative assistant
|
Administrative assistants provide administrative and office support for supervisors. They perform a variety of tasks, such as answering telephone calls, receiving and directing visitors, ordering office supplies, maintaining the office facilities running smoothly, and ensuring that equipment and appliances work properly.
|
3343.1
|
Q1 2007
|
Q4 2009
| false
|
27
|
administrative assistant
|
Administrative assistants provide administrative and office support for supervisors. They perform a variety of tasks, such as answering telephone calls, receiving and directing visitors, ordering office supplies, maintaining the office facilities running smoothly, and ensuring that equipment and appliances work properly.
|
3343.1
|
Q1 2009
|
Q4 2010
| false
|
27
|
administrative assistant
|
Administrative assistants provide administrative and office support for supervisors. They perform a variety of tasks, such as answering telephone calls, receiving and directing visitors, ordering office supplies, maintaining the office facilities running smoothly, and ensuring that equipment and appliances work properly.
|
3343.1
|
Q1 2011
|
Q4 2013
| false
|
27
|
technical sales representative in office machinery and equipment
|
Technical sales representatives in office machinery and equipment act for a business to sell its merchandise while providing technical insight for customers.
|
2433.6.6
|
Q1 2013
|
Q4 2014
| false
|
27
|
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.
Β
|
2431.10.3
|
Q1 2015
|
Q1 2018
| false
|
28
|
administrative assistant
|
Administrative assistants provide administrative and office support for supervisors. They perform a variety of tasks, such as answering telephone calls, receiving and directing visitors, ordering office supplies, maintaining the office facilities running smoothly, and ensuring that equipment and appliances work properly.
|
3343.1
|
Q1 2012
|
Q4 2016
| true
|
28
|
unknown
|
unknown
|
unknown
|
Q1 2011
|
Q4 2012
| true
|
28
|
insurance claims handler
|
Insurance claims handlers ensureΒ 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.
|
3315.3
|
Q1 2007
|
Q4 2011
| true
|
28
|
secretary of state
|
Secretaries of state assist heads of government departments, such as ministers, and aid in the supervision of proceedings in the department. They assist in the direction of policies, operations, and department staff, and perform planning, resource allocation, and decision-making duties.
|
1111.6
|
Q1 2004
|
Q4 2006
| true
|
28
|
secretary of state
|
Secretaries of state assist heads of government departments, such as ministers, and aid in the supervision of proceedings in the department. They assist in the direction of policies, operations, and department staff, and perform planning, resource allocation, and decision-making duties.
|
1111.6
|
Q1 2000
|
Q4 2004
| true
|
29
|
journalist
|
Journalists research, verify and write news stories for newspapers, magazines, television and other broadcast media. They cover political, economic, cultural, social and sport events. Journalists must conform to ethical codes such as freedom of speech and right of reply, press law and editorial standards in order to bring objective information.
|
2642.1
|
Q1 2015
|
Q4 2016
| true
|
29
|
journalist
|
Journalists research, verify and write news stories for newspapers, magazines, television and other broadcast media. They cover political, economic, cultural, social and sport events. Journalists must conform to ethical codes such as freedom of speech and right of reply, press law and editorial standards in order to bring objective information.
|
2642.1
|
Q1 2014
|
Q4 2015
| true
|
29
|
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.
|
4225.1
|
Q1 2013
|
Q4 2014
| true
|
29
|
ticket issuing clerk
|
Ticket issuing clerks provide service to customers, sell tickets and fit the reservation offer to customers' needs. They sell tickets for all events such as sporting, cultural and leisure activities. They provide customers with information on offers and make the necessary arrangements.
|
5230.3
|
Q1 2013
|
Q4 2013
| true
|
End of preview. Expand
in Data Studio
This is a large-scale public dataset of job experiences derived from more than 360,000 anonymized resumes provided by VDAB, the public employment service in Flanders, Belgium.
π Dataset Description
This dataset was created using approximately 360,000 resumes. Information was extracted using a small language model (LLM), and each job experience was then mapped to the corresponding ESCO code using a proprietary tool provided by Nobl.ai.
The dataset includes the following fields:
person_id: An identifier indicating which rΓ©sumΓ© the row belongs to
esco_code: The matched ESCO code corresponding to the extracted experience
start_date, end_date: Dates related to the job experience
university_degree: A flag indicating whether the individual has a university degree
For more detailed information about how this dataset was created, please visit our paper.
Important remark: On July 2nd, we uploaded a cleaned version of the data. The process of cleaning the data will be documented in the paper on arXiv. It primarily involves changing tags of ambiguous job titles to 'unknown' and removing some rows.
π Citation
To cite this dataset in academic work, please use the following BibTeX entry:
@misc{
johary2025jobhoplargescaledatasetcareer,
title={JobHop: A Large-Scale Dataset of Career Trajectories},
author={Iman Johary and Raphael Romero and Alexandru C. Mara and Tijl De Bie},
year={2025},
eprint={2505.07653},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2505.07653},
}
βοΈ Authors
- Curated by: Iman Johary, Raphael Romero, Alexandru-Cristian Mara, Tijl De Bie
- Funded by: BOF of Ghent University (BOF20/IBF/117), Flemish Government (AI Research Program), FWO (11J2322N, G0F9816N, 3G042220, G073924N), ERC grant (VIGILIA, 101142229)
- License: CC BY 4.0
π§ Contact info
corresponding author: [email protected]
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