The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Data Extraction skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Extraction over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Extraction
Scotland / Glasgow
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 63 - 74
Rank change year-on-year - 0  
Contract jobs citing Data Extraction 1 0 2
As % of all contract IT jobs advertised in Glasgow 0.15% - 0.22%
As % of the Processes & Methodologies category 0.18% - 0.26%
Number of daily rates quoted 1 0 0
Median daily rate £425 - -
UK excluding London median daily rate £375 £388 £349
% change year-on-year -3.22% +11.11%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.00 £21.36 £14.25
% change year-on-year -11.02% +49.85%  

Data Extraction is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Glasgow
Contract job vacancies with a requirement for process and methodology skills 551 568 757
As % of all contract IT job vacancies advertised in Glasgow 83.11% 80.68% 83.00%
Number of daily rates quoted 290 342 389
Median daily rate £380 £350 £350
Median daily rate % change year-on-year +8.57% -  
90% offered a daily rate of more than £300 £247 £250
10% offered a daily rate of more than £475 £450 £450
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 7 1 29
Median hourly rate £25.00 £43.00 £36.00
Median hourly rate % change year-on-year -41.86% +19.44%  
90% offered a hourly rate of more than £13.75 £43.00 £13.00
10% offered a hourly rate of more than £40.00 £43.00 £42.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Extraction
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Extraction as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Extraction in Glasgow

Data Extraction
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Extraction in Glasgow.

Contractor daily rate trend for Data Extraction in Glasgow

For the 6 months to 23 June 2017, IT contractor jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Glasgow region with a requirement for Data Extraction.

1 4 (50.00%) Data Mining
1 4 (50.00%) Java
1 4 (50.00%) Apache
1 4 (50.00%) Lucene
1 4 (50.00%) Data Analysis
1 4 (50.00%) Cluster Analysis
1 4 (50.00%) Apache Solr
1 4 (50.00%) MongoDB
1 4 (50.00%) NoSQL
1 4 (50.00%) Natural Language Processing
2 3 (37.50%) Virtual Team
2 3 (37.50%) SQL
2 3 (37.50%) Oracle
3 2 (25.00%) SQL Server
3 2 (25.00%) T-SQL
3 2 (25.00%) ETL
3 2 (25.00%) ERP
3 2 (25.00%) Data Modelling
3 2 (25.00%) Migration
3 2 (25.00%) Knowledge Engineering
3 2 (25.00%) OCR
3 2 (25.00%) Logical Data Model
3 2 (25.00%) Physical Data Model
3 2 (25.00%) Regular Expression
3 2 (25.00%) Infor
3 2 (25.00%) Infor CloudSuite Industrial (formerly SyteLine)
3 2 (25.00%) QlikView
3 2 (25.00%) Test Scripting
4 1 (12.50%) BusinessObjects Web Intelligence
4 1 (12.50%) Data Conversion

Data Extraction
Co-occurring IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (50.00%) Apache
1 4 (50.00%) Apache Solr
2 1 (12.50%) SAS
Business Applications
1 2 (25.00%) Infor CloudSuite Industrial (formerly SyteLine)
Database & Business Intelligence
1 4 (50.00%) Data Mining
1 4 (50.00%) MongoDB
1 4 (50.00%) NoSQL
2 2 (25.00%) QlikView
2 2 (25.00%) SQL Server
3 1 (12.50%) BusinessObjects
3 1 (12.50%) BusinessObjects Web Intelligence
3 1 (12.50%) Data Warehouse
3 1 (12.50%) Enterprise Data Warehouse
3 1 (12.50%) MS Access
3 1 (12.50%) Oracle Reports
3 1 (12.50%) Relational Database
3 1 (12.50%) SAP BW
Development Applications
1 1 (12.50%) Oracle APEX
1 1 (12.50%) Toad
General
1 1 (12.50%) Legal
Job Titles
1 4 (50.00%) Data Scientist
2 3 (37.50%) Analyst
3 2 (25.00%) Business Analyst
3 2 (25.00%) ERP Analyst
3 2 (25.00%) ERP Business Analyst
4 1 (12.50%) Data Modeller
4 1 (12.50%) Development Analyst
4 1 (12.50%) SAP Analyst
4 1 (12.50%) SAP BW Analyst
Libraries, Frameworks & Software Standards
1 4 (50.00%) Lucene
1 4 (50.00%) Natural Language Processing
2 2 (25.00%) Regular Expression
Miscellaneous
1 3 (37.50%) Virtual Team
2 1 (12.50%) Management Information System
Processes & Methodologies
1 4 (50.00%) Cluster Analysis
1 4 (50.00%) Data Analysis
2 2 (25.00%) Data Modelling
2 2 (25.00%) ERP
2 2 (25.00%) ETL
2 2 (25.00%) Knowledge Engineering
2 2 (25.00%) Logical Data Model
2 2 (25.00%) Migration
2 2 (25.00%) OCR
2 2 (25.00%) Physical Data Model
2 2 (25.00%) Test Scripting
3 1 (12.50%) Change Management
3 1 (12.50%) Data Architecture
3 1 (12.50%) Data Conversion
3 1 (12.50%) Data Integration
3 1 (12.50%) Data Transformation
3 1 (12.50%) ETL Development
3 1 (12.50%) Metadata Management
3 1 (12.50%) Requirements Analysis
3 1 (12.50%) User Acceptance Testing
Programming Languages
1 4 (50.00%) Java
2 3 (37.50%) SQL
3 2 (25.00%) T-SQL
4 1 (12.50%) ABAP
4 1 (12.50%) PL/SQL
4 1 (12.50%) VB
Quality Assurance & Compliance
1 1 (12.50%) Sarbanes-Oxley
Vendors
1 3 (37.50%) Oracle
2 2 (25.00%) Infor
3 1 (12.50%) SAP