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 August 2015 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.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Transformation
Rank 124 127 108
Rank change year-on-year
+3 -19
Contract jobs citing Data Transformation 12 4 5
As % of all contract IT jobs located in Scotland 0.37% 0.15% 0.20%
As % of the Processes & Methodologies category 0.46% 0.19% 0.29%
Number of daily rates quoted 8 1 2
Average daily rate
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£425 £350 £475
Average daily rate % change year-on-year
+21.42% -26.31%
90% offered a daily rate of more than £335 £350 £435
10% offered a daily rate of more than £465 £350 £515
UK excluding London average daily rate £400 £375 £413
% change year-on-year
+6.66% -9.09%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £23.50 £15.00 £17.50
% change year-on-year
+56.66% -14.28%
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
2603 2152 1751
As % of all contract IT jobs located in Scotland 79.36% 78.57% 71.50%
Number of daily rates quoted 1356 1101 882
Average daily rate £375 £375 £375
90% offered a daily rate of more than £275 £253 £264
10% offered a daily rate of more than £488 £490 £500
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 56 28 38
Average hourly rate £30.50 £22.50 £29.00
Average hourly rate % change year-on-year
+35.55% -22.41%
90% offered a hourly rate of more than £12.35 £11.70 £9.25
10% offered a hourly rate of more than £55.00 £165.00 £35.00
UK excluding London average hourly rate £32.50 £25.00 £30.00
% change year-on-year
+30.00% -16.66%

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
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the Scotland region over the 3 months to 28 August 2015.

Data Transformation Daily Rate Histogram 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 August 2015. 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 +9 8 £425 -
Edinburgh -11 4 £410 +17.14%
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in Scotland

For the 6 months to 28 August 2015, 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 22 (68.75%) SQL
2 14 (43.75%) Finance
2 14 (43.75%) ETL
3 11 (34.38%) Migration
4 10 (31.25%) Data Analysis
4 10 (31.25%) Data Migration
5 8 (25.00%) MS Excel
6 7 (21.88%) SQL Server
6 7 (21.88%) SQL Server Integration Services
7 6 (18.75%) MS PowerPoint
7 6 (18.75%) Data Mapping
7 6 (18.75%) Analytical Skills
7 6 (18.75%) Business Intelligence
8 5 (15.63%) Data Warehouse
8 5 (15.63%) Stakeholder Management
8 5 (15.63%) Banking
9 4 (12.50%) Data Management
9 4 (12.50%) Oracle
9 4 (12.50%) Business Analysis
9 4 (12.50%) SQL Server Reporting Services
10 3 (9.38%) Agile Software Development
10 3 (9.38%) SC Cleared
10 3 (9.38%) Security Cleared
10 3 (9.38%) SQL Server Analysis Services
10 3 (9.38%) Data Quality
10 3 (9.38%) MS Visio
10 3 (9.38%) Data Modelling
10 3 (9.38%) Data Mining
10 3 (9.38%) T-SQL
10 3 (9.38%) PeopleSoft

Data Transformation
Top Related IT Skills in Scotland by Category

For the 6 months to 28 August 2015, 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 2 (6.25%) SAS
1 2 (6.25%) BizTalk Server
2 1 (3.13%) PowerExchange
Applications
1 8 (25.00%) MS Excel
2 6 (18.75%) MS PowerPoint
3 3 (9.38%) MS Visio
Business Applications
1 2 (6.25%) Agresso
2 1 (3.13%) BusinessWorks
2 1 (3.13%) Markit EDM
Communications & Networking
1 1 (3.13%) LDAP
Database & Business Intelligence
1 7 (21.88%) SQL Server
1 7 (21.88%) SQL Server Integration Services
2 5 (15.63%) Data Warehouse
3 4 (12.50%) SQL Server Reporting Services
4 3 (9.38%) SQL Server Analysis Services
4 3 (9.38%) Data Mining
4 3 (9.38%) DataStage
5 2 (6.25%) Microsoft Analysis Services
5 2 (6.25%) Star Schema
5 2 (6.25%) Oracle Database
5 2 (6.25%) BODI
5 2 (6.25%) BusinessObjects XI
6 1 (3.13%) SQL Server 2008
6 1 (3.13%) SQL Server 2012
6 1 (3.13%) BusinessObjects
6 1 (3.13%) PowerCenter
6 1 (3.13%) Crystal Reports
Development Applications
1 2 (6.25%) Toad
1 2 (6.25%) Subversion
2 1 (3.13%) Visual Studio
General
1 14 (43.75%) Finance
2 5 (15.63%) Banking
3 2 (6.25%) Telecoms
4 1 (3.13%) Retail
Job Titles
1 20 (62.50%) Analyst
2 10 (31.25%) Business Analyst
2 10 (31.25%) Data Analyst
3 8 (25.00%) Developer
4 4 (12.50%) Technical Analyst
4 4 (12.50%) Technical Business Analyst
5 3 (9.38%) Project Manager
6 2 (6.25%) Data Business Analyst
6 2 (6.25%) Business Intelligence Analyst
6 2 (6.25%) Business Intelligence Developer
6 2 (6.25%) MI Analyst
6 2 (6.25%) Banking Business Analyst
6 2 (6.25%) Analyst Developer
7 1 (3.13%) SQL Developer
7 1 (3.13%) SQL DBA
7 1 (3.13%) SQL Server Developer
7 1 (3.13%) Data Migration Analyst
7 1 (3.13%) DBA
7 1 (3.13%) Migration Project Manager
7 1 (3.13%) Designer
Libraries, Frameworks & Software Standards
1 1 (3.13%) Web Services
1 1 (3.13%) XML
1 1 (3.13%) TIBCO EMS
1 1 (3.13%) MDX
Miscellaneous
1 6 (18.75%) Analytical Skills
2 1 (3.13%) Computer Science
Operating Systems
1 1 (3.13%) Solaris
1 1 (3.13%) Linux
Processes & Methodologies
1 14 (43.75%) ETL
2 11 (34.38%) Migration
3 10 (31.25%) Data Analysis
3 10 (31.25%) Data Migration
4 6 (18.75%) Data Mapping
4 6 (18.75%) Business Intelligence
5 5 (15.63%) Stakeholder Management
6 4 (12.50%) Data Management
6 4 (12.50%) Business Analysis
7 3 (9.38%) Agile Software Development
7 3 (9.38%) Data Modelling
7 3 (9.38%) GAP Analysis
8 2 (6.25%) Workflow
8 2 (6.25%) Scrum
8 2 (6.25%) UML
8 2 (6.25%) ERP
8 2 (6.25%) Use Case
8 2 (6.25%) Process Management
8 2 (6.25%) Data Cleansing
8 2 (6.25%) Waterfall
Programming Languages
1 22 (68.75%) SQL
2 3 (9.38%) T-SQL
3 1 (3.13%) Java
3 1 (3.13%) PL/SQL
Qualifications
1 3 (9.38%) SC Cleared
1 3 (9.38%) Security Cleared
2 2 (6.25%) Degree
Quality Assurance & Compliance
1 3 (9.38%) Data Quality
System Software
1 1 (3.13%) Active Directory
Vendors
1 4 (12.50%) Oracle
2 3 (9.38%) PeopleSoft
2 3 (9.38%) IBM
3 2 (6.25%) Microsoft
3 2 (6.25%) Cognos
3 2 (6.25%) Trillium
4 1 (3.13%) Informatica
4 1 (3.13%) TIBCO
4 1 (3.13%) Teradata
4 1 (3.13%) SAP
4 1 (3.13%) Sybase