The table below looks at the statistics for Data Management skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Management over the 3 months to 4 December 2016 with a comparison to the same period over 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
4 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 69 54 29
Rank change year-on-year
-15 -25
Contract jobs citing Data Management 7 40 63
As % of all contract IT jobs located in Edinburgh 0.76% 2.63% 4.31%
As % of the Processes & Methodologies category 0.95% 3.21% 5.67%
Number of daily rates quoted 4 20 29
Median daily rate £300 £500 £450
Median daily rate % change year-on-year
-40.00% +11.11%
90% offered a daily rate of more than £158 £349 £370
10% offered a daily rate of more than £525 £575 £550
UK excluding London median daily rate £438 £439 £413
% change year-on-year
-0.17% +6.36%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £27.29 £35.00 £51.25
% change year-on-year
-22.04% -31.70%
Data Management
Scotland

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

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
735 1248 1112
As % of all contract IT jobs located in Edinburgh 80.24% 82.16% 76.11%
Number of daily rates quoted 428 615 623
Median daily rate £400 £388 £400
Median daily rate % change year-on-year
+3.22% -3.12%
90% offered a daily rate of more than £275 £275 £285
10% offered a daily rate of more than £550 £500 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 13 12 5
Median hourly rate £43.00 £19.51 £22.50
Median hourly rate % change year-on-year
+120.39% -13.28%
90% offered a hourly rate of more than £14.96 £12.35 £11.50
10% offered a hourly rate of more than £45.00 £40.38 £90.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

Data Management
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing Data Management as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Edinburgh

Data Management
Daily Rate Trend in Edinburgh

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

Data Management Daily Rate Trend in Edinburgh

Data Management
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Management across the Edinburgh region over the 3 months to 4 December 2016.

Data Management Daily Rate Histogram in Edinburgh

Data Management
Hourly Rate Trend in Edinburgh

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

Data Management Hourly Rate Trend in Edinburgh

Data Management
Top 30 Related IT Skills in Edinburgh

For the 6 months to 4 December 2016, IT contractor jobs citing Data Management 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 Edinburgh region with a requirement for Data Management.

1 4 (23.53%) VB
1 4 (23.53%) Data Modelling
1 4 (23.53%) Data Governance
1 4 (23.53%) Analytical Skills
2 3 (17.65%) Data Structures
2 3 (17.65%) Dashboard Development
2 3 (17.65%) Driving Licence
2 3 (17.65%) Compliance Management
2 3 (17.65%) QlikView
2 3 (17.65%) Asset Management
2 3 (17.65%) Stakeholder Management
2 3 (17.65%) Business Analysis
2 3 (17.65%) ETL
2 3 (17.65%) Management Information System
2 3 (17.65%) Cognos
3 2 (11.76%) Finance
3 2 (11.76%) Microsoft
3 2 (11.76%) SQL
3 2 (11.76%) T-SQL
3 2 (11.76%) SQL Server
3 2 (11.76%) Data Architecture
3 2 (11.76%) Incident Management
3 2 (11.76%) SQL Server 2012
3 2 (11.76%) SQL Server 2014
3 2 (11.76%) SQL Server 2008
4 1 (5.88%) Digital Analytics
4 1 (5.88%) Analytics
4 1 (5.88%) Mobile App
4 1 (5.88%) COREP
4 1 (5.88%) FINREP

Data Management
Top Related IT Skills in Edinburgh 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 (5.88%) ArcGIS
Business Applications
1 1 (5.88%) Markit EDM
Cloud Services
1 1 (5.88%) Google Analytics
Communications & Networking
1 1 (5.88%) TCP/IP
Database & Business Intelligence
1 3 (17.65%) QlikView
2 2 (11.76%) SQL Server
2 2 (11.76%) SQL Server 2008
2 2 (11.76%) SQL Server 2012
2 2 (11.76%) SQL Server 2014
3 1 (5.88%) Data Mining
3 1 (5.88%) GIS
General
1 2 (11.76%) Finance
2 1 (5.88%) Banking
2 1 (5.88%) German Language
Job Titles
1 8 (47.06%) Analyst
2 3 (17.65%) Developer
2 3 (17.65%) QlikView Developer
3 2 (11.76%) Applications Support
3 2 (11.76%) Applications Support Analyst
3 2 (11.76%) Architect
3 2 (11.76%) Business Analyst
3 2 (11.76%) Data Analyst
3 2 (11.76%) Data Architect
3 2 (11.76%) Report Analyst
3 2 (11.76%) SQL Analyst
3 2 (11.76%) SQL Support Analyst
3 2 (11.76%) Support Analyst
4 1 (5.88%) Enterprise Architect
4 1 (5.88%) GIS Analyst
4 1 (5.88%) IT Project Manager
4 1 (5.88%) IT Support Analyst
4 1 (5.88%) Performance Analyst
4 1 (5.88%) Project Analyst
4 1 (5.88%) Requirements Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) .NET
1 1 (5.88%) HTML
1 1 (5.88%) XML
1 1 (5.88%) XSLT
Miscellaneous
1 4 (23.53%) Analytical Skills
2 3 (17.65%) Data Structures
2 3 (17.65%) Driving Licence
2 3 (17.65%) Management Information System
3 1 (5.88%) Derivative
3 1 (5.88%) Equities
3 1 (5.88%) Mobile App
Processes & Methodologies
1 4 (23.53%) Data Governance
1 4 (23.53%) Data Modelling
2 3 (17.65%) Asset Management
2 3 (17.65%) Business Analysis
2 3 (17.65%) Compliance Management
2 3 (17.65%) Dashboard Development
2 3 (17.65%) ETL
2 3 (17.65%) Stakeholder Management
3 2 (11.76%) Data Architecture
3 2 (11.76%) Incident Management
4 1 (5.88%) Analytics
4 1 (5.88%) Data Analysis
4 1 (5.88%) Data Mapping
4 1 (5.88%) Digital Analytics
4 1 (5.88%) Migration
4 1 (5.88%) Project Management
4 1 (5.88%) Service Delivery
4 1 (5.88%) TOGAF
4 1 (5.88%) Zachman Framework
Programming Languages
1 4 (23.53%) VB
2 2 (11.76%) SQL
2 2 (11.76%) T-SQL
3 1 (5.88%) C#
3 1 (5.88%) JavaScript
3 1 (5.88%) Python
3 1 (5.88%) XPath
Qualifications
1 1 (5.88%) Degree
Quality Assurance & Compliance
1 1 (5.88%) COREP
1 1 (5.88%) FINREP
Vendors
1 3 (17.65%) Cognos
2 2 (11.76%) Microsoft
3 1 (5.88%) ESRI
3 1 (5.88%) Google
3 1 (5.88%) Twitter