Real-time LabourMarket Information on Skill Requirements · 2019-07-03 · Real-time LabourMarket...
Transcript of Real-time LabourMarket Information on Skill Requirements · 2019-07-03 · Real-time LabourMarket...
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Real-time Labour Market Informationon Skill Requirements
Extraction and analysis of Online Job Vacancies data
Access to data
Alessandro Vaccarino – Matteo Fontana – Mauro Pelucchi
EssNET Workshop11 June 2019, Thessaloniki, Greece
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1. Dashboards and tools for different stakeholders2. The DataLab
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Topics
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1. Dashboards and tools for different stakeholders
2. The DataLab
AO/DSL/VKVET-GRUSSO/Real–time LMI 2/009/16 3
Topics
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Interactive session with Tableau
Take a look on
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1. Dashboards and tools for different stakeholders
2. The DataLab
AO/DSL/VKVET-GRUSSO/Real–time LMI 2/009/16 5
Topics
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• Denormalized tables• Columnar Store
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DataLab – Model & DatastoreKeywords
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DataLab Model2 Tables
FT Document FT Skill Analysis
1 Row for each:- General_ID à Key- OJV- Source- Place
Why? Because, for each OJV, we candetect a multi-place Vacancye.g. «Software Developer in London / Liverpool»
1 Row for each:- General_ID à Key- OJV- Source- Place- Skill
Why? Because, for each OJV, we canobviously detect multiple skills
e.g. «Software Developer in London / Liverpool, with customer orientation culture, that speaks english and tolerates stress»
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DataLab Model
So, to have the number of job vacanciesyou always have to compute an unique
count by General_ID
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FT Document
OJV
Place
DatesLang
Occupation
ContractEd Level
Sector
Salary
WorkingHours
Experience
Source Site
Company
1
n
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FT Skill Analysis
OJV
Place
DatesLang
Occupation
ContractEd Level
Sector
Salary
WorkingHours
Experience
Source Site
Company
Skill1
n
1n
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The DataLabArchitecture
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The DataLabTools
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The DataLabData
Which data are contained in the DataLab?
Place
DatesOJVs collected between 2018Q3 and 2019Q1, so:• 201807 à 201812 (2019S2)• 201901 à 201903 (2019Q1)
OJVs related to Vacancies located in:• IT, UK, IE, CZ, FR, DE, ES à Early Release• AT, PL, BE, NL, SE, LU à Green Release
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Interactive session with the DataLab
Time to “hand-on”