The table below looks at the statistics for Data Transformation skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 28 April 2016 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
28 Apr 2016
Same period 2015 Same period 2014
Data Transformation
Rank 146 113 125
Rank change year-on-year
-33 +12
Contract jobs citing Data Transformation 2 13 4
As % of all contract IT jobs located in Scotland 0.067% 0.43% 0.15%
As % of the Processes & Methodologies category 0.081% 0.55% 0.20%
Number of daily rates quoted 2 7 2
Average daily rate £331 £425 £338
Average daily rate % change year-on-year
-22.05% +25.92%
90% offered a daily rate of more than £316 £305 £308
10% offered a daily rate of more than £346 £500 £368
UK excluding London average daily rate £450 £375 £425
% change year-on-year
+20.00% -11.76%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - £32.10 £20.00
% change year-on-year
- +60.50%
Data Transformation
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
2463 2366 2003
As % of all contract IT jobs located in Scotland 82.82% 79.16% 76.13%
Number of daily rates quoted 1384 1298 1069
Average daily rate £395 £375 £375
Average daily rate % change year-on-year
+5.33% -
90% offered a daily rate of more than £267 £251 £250
10% offered a daily rate of more than £525 £500 £500
UK excluding London average daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 55 63 24
Average hourly rate £38.00 £30.50 £29.17
Average hourly rate % change year-on-year
+24.59% +4.55%
90% offered a hourly rate of more than £13.73 £12.10 £18.00
10% offered a hourly rate of more than £46.00 £40.00 £180.00
UK excluding London average hourly rate £37.50 £30.50 £31.50
% change year-on-year
+22.95% -3.17%

Data Transformation
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of IT contractor jobs citing Data Transformation across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in Scotland

Data Transformation
Daily Rate Trend in Scotland

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

Data Transformation Daily Rate Trend in Scotland

Data Transformation
Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Transformation across the Scotland region.

Data Transformation Hourly Rate Trend in Scotland

Data Transformation
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Transformation within the Scotland region over the 3 months to 28 April 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -2 1 £350 +7.69% 1
Edinburgh -16 1 £313 -32.43% 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in Scotland

For the 6 months to 28 April 2016, IT contractor jobs across the Scotland region citing Data Transformation also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Transformation.

1 3 (60.00%) Data Warehouse
1 3 (60.00%) ETL
1 3 (60.00%) Data Quality
2 2 (40.00%) Data Integration
2 2 (40.00%) Analytics
2 2 (40.00%) Unit Testing
2 2 (40.00%) System Testing
2 2 (40.00%) Pega
2 2 (40.00%) Logical Data Model
2 2 (40.00%) Data Modelling
2 2 (40.00%) Finance
2 2 (40.00%) Banking
2 2 (40.00%) DB2
2 2 (40.00%) Informatica
3 1 (20.00%) ERwin
3 1 (20.00%) Change Management
3 1 (20.00%) Integration Acceptance Testing
3 1 (20.00%) Disaster Recovery
3 1 (20.00%) Web Services
3 1 (20.00%) Linux
3 1 (20.00%) CRM
3 1 (20.00%) Java
3 1 (20.00%) SQL
3 1 (20.00%) T-SQL
3 1 (20.00%) Oracle
3 1 (20.00%) SQL Server
3 1 (20.00%) Retail
3 1 (20.00%) Data Management
3 1 (20.00%) JSF
3 1 (20.00%) Business Analysis

Data Transformation
Top Related IT Skills in Scotland by Category

For the 6 months to 28 April 2016, IT contractor jobs across the Scotland region citing Data Transformation also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Transformation. Up to 20 skills are shown per category.

Application Platforms
1 1 (20.00%) CMS
Business Applications
1 1 (20.00%) Dynamics CRM
Cloud Services
1 1 (20.00%) SaaS
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
2 2 (40.00%) DB2
3 1 (20.00%) Business Intelligence Development Studio
3 1 (20.00%) SQL Server
3 1 (20.00%) SQL Server 2008
3 1 (20.00%) SQL Server Integration Services
Development Applications
1 1 (20.00%) ERwin
1 1 (20.00%) SQL Server Management Studio (SSMS)
General
1 2 (40.00%) Banking
1 2 (40.00%) Finance
2 1 (20.00%) Retail
2 1 (20.00%) Retail Banking
Job Titles
1 2 (40.00%) Data Modeller
2 1 (20.00%) Analyst
2 1 (20.00%) Business Test Analyst
2 1 (20.00%) Consultant
2 1 (20.00%) Developer
2 1 (20.00%) Java Developer
2 1 (20.00%) Test Analyst
Libraries, Frameworks & Software Standards
1 1 (20.00%) Hibernate
1 1 (20.00%) JSF
1 1 (20.00%) PrimeFaces
1 1 (20.00%) Web Services
Miscellaneous
1 2 (40.00%) Data Integration
Operating Systems
1 1 (20.00%) Linux
Processes & Methodologies
1 3 (60.00%) ETL
2 2 (40.00%) Analytics
2 2 (40.00%) Data Modelling
2 2 (40.00%) Logical Data Model
2 2 (40.00%) System Testing
2 2 (40.00%) Unit Testing
3 1 (20.00%) Business Continuity
3 1 (20.00%) Business Intelligence
3 1 (20.00%) Business Process Improvement
3 1 (20.00%) Business Process Mapping
3 1 (20.00%) Change Management
3 1 (20.00%) Data Migration
3 1 (20.00%) Disaster Recovery
3 1 (20.00%) ETL Development
3 1 (20.00%) Integration Acceptance Testing
3 1 (20.00%) Metadata Management
3 1 (20.00%) Migration
3 1 (20.00%) Process Improvement
3 1 (20.00%) User Stories
3 1 (20.00%) Web Accessibility
Programming Languages
1 1 (20.00%) Java
1 1 (20.00%) SQL
1 1 (20.00%) T-SQL
Quality Assurance & Compliance
1 3 (60.00%) Data Quality
2 1 (20.00%) QA
Vendors
1 2 (40.00%) Informatica
1 2 (40.00%) Pega
2 1 (20.00%) Oracle