The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Data Transformation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Transformation 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 Transformation
Scotland / Glasgow
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 63 - 68
Rank change year-on-year - 0  
Contract jobs citing Data Transformation 1 0 8
As % of all contract IT jobs advertised in Glasgow 0.15% - 0.88%
As % of the Processes & Methodologies category 0.18% - 1.06%
Number of daily rates quoted 1 0 6
Median daily rate £425 - £325
UK excluding London median daily rate £450 £423 £363
% change year-on-year +6.50% +16.55%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £51.00 - -

Data Transformation 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 Transformation
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Transformation in Glasgow

Data Transformation
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Data Transformation in Glasgow

For the 6 months to 23 June 2017, IT contractor jobs citing Data Transformation 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 Transformation.

1 1 (100.00%) PL/SQL
1 1 (100.00%) SQL
1 1 (100.00%) VB
1 1 (100.00%) ABAP
1 1 (100.00%) Oracle
1 1 (100.00%) SAP
1 1 (100.00%) Oracle Reports
1 1 (100.00%) MS Access
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) SAS
1 1 (100.00%) Toad
1 1 (100.00%) Business Intelligence
1 1 (100.00%) BusinessObjects
1 1 (100.00%) SAP BW
1 1 (100.00%) Sarbanes-Oxley
1 1 (100.00%) Change Management
1 1 (100.00%) Oracle APEX
1 1 (100.00%) Test Scripting
1 1 (100.00%) BusinessObjects Web Intelligence
1 1 (100.00%) Data Conversion
1 1 (100.00%) Data Extraction
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Architecture
1 1 (100.00%) Metadata Management
1 1 (100.00%) Logical Data Model
1 1 (100.00%) Physical Data Model

Data Transformation
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 1 (100.00%) SAS
Database & Business Intelligence
1 1 (100.00%) BusinessObjects
1 1 (100.00%) BusinessObjects Web Intelligence
1 1 (100.00%) MS Access
1 1 (100.00%) Oracle Reports
1 1 (100.00%) SAP BW
Development Applications
1 1 (100.00%) Oracle APEX
1 1 (100.00%) Toad
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Development Analyst
1 1 (100.00%) SAP Analyst
1 1 (100.00%) SAP BW Analyst
Processes & Methodologies
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Change Management
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Conversion
1 1 (100.00%) Data Extraction
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) Logical Data Model
1 1 (100.00%) Metadata Management
1 1 (100.00%) Physical Data Model
1 1 (100.00%) Test Scripting
Programming Languages
1 1 (100.00%) ABAP
1 1 (100.00%) PL/SQL
1 1 (100.00%) SQL
1 1 (100.00%) VB
Quality Assurance & Compliance
1 1 (100.00%) Sarbanes-Oxley
Vendors
1 1 (100.00%) Oracle
1 1 (100.00%) SAP