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Using Online Vacancy and Job Applicants’ Data to Study Skills Dynamics

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Document
Content Type:
Generic document
Language:

English

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english
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skpEng
Sources:

ILO

The International Labour Organization is the tripartite U.N. agency that promotes Decent Work through employment, social security, labour standards and social dialogue. Its work on skills development is guided by the conceptual framework on Skills to improve productivity, employment growth, and development agreed in 2008 by representatives of Governments, Employers’ Associations and Workers’ Associations. Research, policy advice, and pilot projects and technical cooperation programmes to apply good practices in different circumstances across its 185 member States aims to boost the employability of workers, the productivity and competitiveness of enterprises, and the inclusiveness of economic growth. The ILO Secretariat in offices in 40 countries works with Ministries of Labour, employers’ organizations, and trade unions to integrate skills development into national and sector development strategies in order to better meet current labour market needs and to prepare for the jobs of the future; to expand access to employment-related training so that youth, persons with disabilities and other vulnerable groups are better able to acquire skills and secure productive and decent work; and to improve the ability of public employment services to provide career guidance, maintain labour exchange services, and deliver active labour market programmes.For more information regarding the ILO’s work on skills and employability go to: http://www.ilo.org/skills/lang--en/index.htm; for ILO/Cinterfor's Knowledge Management Plarform, see: http://www.oitcinterfor.org

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skpILO
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ilo
Topics:

Anticipating and matching skills needs

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Anticipating and building skills for the future is essential to a rapidly changing labour market. This applies to changes in the types and levels of skills needed as well as in occupational and technical areas. Effective methods to anticipate future skills needs and avoid potential mismatches include: sustained dialogue between employers and trainers, coordination across government institutions, labour market information systems, employment services and performance reviews of training institutions. 

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skpAFSN
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anticipating-and-matching-skills-needs

Career guidance and employment services

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Career guidance and counselling, career education and lifelong development of skills for employability are key for success in learning activities, effective career transitions, livelihood planning, entrepreneurship and in increasing labour market participation. They are instrumental in promoting skills utilization, recognition (RPL), as well as in improving enterprise human resource management.

Career development activities encompass a wide variety of support activities including career information and advice, counselling, work exposure (e.g. job shadowing, work experience periods), assessment, coaching, mentoring, professional networking, advocacy, basic and employability skills training (curricular and non-curricular) and entrepreneurship training. It is often an area which is fragmented across different ministries (e.g. education, TVET, employment, youth) requiring an effort to achieve the necessary coordination to provide adequate support to individuals during learning, employment and unemployment/inactivity periods.
 

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skpLMIES
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career-guidance-and-employment-services

Online and distance learning

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In view of the rapid socio-economic and technological changes, jobs and the skills required to perform them continue to evolve. Many jobs in labour intensive sectors, which tend to be occupied by economically vulnerable groups of people (such as women and the poorly educated), are at high risk of being automated. In this light, delivering job-relevant skills at a reasonable cost, especially for workers whose jobs are at risk, is important. If well implemented, ICTs in TVET have the potential to improve access to learning, to improve quality while decreasing costs, to make teaching and learning more relevant to people’s work and lives, and to encourage individuals to become lifelong learners.

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skpOnlDist
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online-and-distance-learning
Knowledge Products:

Case studies and good practices

Case studies that document good practices and illustrate the benefits and lessons learnt of particular approaches or methods in real practice. 

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skpCaseStdy
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case-studies-and-good-practices

Research papers

Working papers, reports, and other publications from international organizations, academic institutions and bilateral agencies. Research findings to stimulate informed debate on skills, employment and productivity issues. 

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skpRPS
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research-papers
Publication Date:
12 Sep 2022
This paper finds that big data on vacancies and applications to an online job board can be a promising data source for studying skills dynamics, especially in countries where alternative sources are scarce. To show this, we develop a skills taxonomy, assess the characteristics of such online data, and employ natural language processing and machine-learning techniques. The empirical implementation uses data from the Uruguayan job board BuscoJobs, but can be replicated with similar data from other countries.
Subject Tags:

Employment services

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employment-services
Identifier
680

Labour market information

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labour-market-information
Identifier
684

Lifelong learning

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lifelong-learning
Identifier
400

Occupational classification

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occupational-classification
Identifier
31
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