A Web-Based Approach to Measure Skill Mismatches and Skills Profiles for a Developing Country:. Jeisson Arley Cárdenas Rubio
Table 4.3. Advantages and disadvantages of data sources for the analysis of labour demand
Table 4.4. The main differences between the Cedefop and the Colombian vacancy projects
Table 5.1. Average number of job advertisements and traffic ranking for selective Colombian job portals
Table 5.2. Job advertisement structure comparison within the same job portal
Table 5.3. Evaluation of job portals
Table 5.4. Job portals and their main characteristics
Table 6.1. Job description
Table 6.2. Basic data structure
Table 7.1. Total number of vacancies and job positions
Table 7.2. Top 20 most demanded occupations in Colombia
Table 7.3. Distribution of job placements by high-, middle-, and low-skilled occupations
Table 7.4. New job titles
Table 7.5. Top 20 most demanded skills in Colombia
Table 7.6. Skill groups demanded in Colombia
Table 7.7. Twenty new or specific skills demanded in Colombia
Table 7.8. Job placements by sector
Table 7.9. Yearly distribution of vacancies and job positions
Table 8.1. Occupational structure by education
Table 8.2. Top 10 occupational labour skills in demand by sector
Table 8.3. Top 10 occupational skill categories
Table 8.4. Monthly distribution of new hires, 2016-2018
Table 9.1. Occupational distribution of Colombian workers
Table 9.2. Occupational distribution of jobs sought by unemployed people in Colombia
Table 9.3. Occupations with higher informality rates
Table 9.4. Occupations with lower informality rates
Table 9.5. Occupations with higher unemployment rates
Table 9.6. Occupations with lower unemployment rates
Table 9.7. Skill mismatch indicators
Table 9.8. Skill shortage indicators and thresholds
Table 9.9. Occupations in skill mismatch
Table 9.10. Most demanded skills for occupations in skill mismatch
Table 9.11. Skills with a positive trend for “Web and multimedia developers”
Table 10.1. OECD quality framework and vacancy data
Table B.1. Example of the content of a scraped database
Table D.1. N-grams based on job titles
Table G.1. Vector representation, example one
Table G.2. Vector representation, example two
Table G.3. Nearest neighbour algorithm (Gweon et al. 2017)
Table G.4. Limitation of the nearest neighbour algorithm
Table G.5. An extension of the nearest neighbour algorithm (Part 1)
Table G.6. An extension of the nearest neighbour algorithm (Part 2)
Table G.7. Comparison between the analysed classification methods
Table H.1. Occupations demanded in Colombia
Table H.2. Occupational distribution of Colombian workers
Table H.3. Occupational distribution of the unemployed in Colombia
Table H.4. Informality rate by occupation
Table H.5. Unemployment rate by occupation
Table H.6. Occupations with positive employment growth, 2010-2018
Table H.7. Occupations with positive real wage trend, 2010-2018
AM Metropolitan Areas (for its acronym in Spanish)
API Application Program Interface
APL A Programming Language
ASP Active Server Pages
BBVA Banco Bilbao Vizcaya Argentaria
BPM Business Process Management
CASCOT Computer Assisted Structured Coding Tool
CE Cambridge Econometrics
CEDEFOP European Centre for the Development of Vocational Training (for its acronym in Spanish)
CEPAL Comisión Económica para América Latina y el Caribe
CERES Regional Centres of Higher Education (for its acronym in Spanish)
CNC Computer Numerical Control
CONPES Consejo Nacional de Política Económica y Social
CSS Cascading Style Sheet
CVTS Continuing Vocational Training Survey
DANE Departamento Administrativo Nacional de Estadística
DEEWR Australian Department of Education, Employment and Workplace Relations
DfE Department for Education
DG Directorate-General
EAP Economically Active Population
EB Exabyte
ECLAC Economic Commission for Latin America and the Caribbean
EEA European Economic Area
EFCH Encuesta de productividad y formación de capital humano
ESCO European Skills, Competences, Qualifications and Occupations
ESS Employer Skills Survey
EU European Union
FILCO Fuente de Información Laboral de Colombia
GDP Gross Domestic Product
GEIH Gran Encuesta Integrada de Hogares
HSEQ Health, Safety, Environment & Quality
HTML Hypertext Markup Language
IALS International Adult Literacy Survey
ICT Information and Communications Technology
IDB Interamerican Bank of Development
IER Warwick Institute for Employment Research
ILO International Labour Organization
IP Internet Protocol
ISCO International Standard Classification