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 21 February 2017 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
21 Feb 2017
Same period 2016 Same period 2015
Data Management
Scotland / Edinburgh
Rank 64 68 44
Rank change year-on-year
+4 -24
Contract jobs citing Data Management 9 23 39
As % of all contract IT jobs located in Edinburgh 1.06% 1.59% 2.91%
As % of the Processes & Methodologies category 1.26% 1.91% 3.60%
Number of daily rates quoted 6 14 18
Median daily rate £350 £400 £525
Median daily rate % change year-on-year
-12.50% -23.80%
90% offered a daily rate of more than £285 £252 £344
10% offered a daily rate of more than £550 £513 £575
UK excluding London median daily rate £400 £425 £413
% change year-on-year
-5.88% +3.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £30.00 £16.09 £22.00
% change year-on-year
+86.45% -26.86%

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
716 1204 1082
As % of all contract IT jobs located in Edinburgh 84.43% 83.32% 80.75%
Number of daily rates quoted 478 634 611
Median daily rate £400 £400 £400
90% offered a daily rate of more than £285 £275 £290
10% offered a daily rate of more than £525 £550 £525
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 6 6 10
Median hourly rate £14.97 £19.02 £28.50
Median hourly rate % change year-on-year
-21.31% -33.26%
90% offered a hourly rate of more than £14.49 £15.25 £15.77
10% offered a hourly rate of more than £35.59 £41.25 £47.50
UK excluding London median hourly rate £35.75 £40.00 £27.50
% change year-on-year
-10.62% +45.45%

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 21 February 2017.

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 21 February 2017, 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 5 (35.71%) Analytical Skills
2 4 (28.57%) SQL
3 3 (21.43%) Data Modelling
3 3 (21.43%) Finance
3 3 (21.43%) Banking
3 3 (21.43%) Data Structures
4 2 (14.29%) SQL Server 2012
4 2 (14.29%) Analytics
4 2 (14.29%) SQL Server 2014
4 2 (14.29%) User Acceptance Testing
4 2 (14.29%) Incident Management
4 2 (14.29%) SQL Server 2008
4 2 (14.29%) Migration
4 2 (14.29%) Python
4 2 (14.29%) Data Warehouse
4 2 (14.29%) Microsoft
4 2 (14.29%) T-SQL
4 2 (14.29%) SQL Server
5 1 (7.14%) XML
5 1 (7.14%) XSLT
5 1 (7.14%) .NET
5 1 (7.14%) C#
5 1 (7.14%) HTML
5 1 (7.14%) JavaScript
5 1 (7.14%) Perl
5 1 (7.14%) ETL
5 1 (7.14%) SAS
5 1 (7.14%) TCP/IP
5 1 (7.14%) Equities
5 1 (7.14%) Agile Software Development

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 (7.14%) ArcGIS
1 1 (7.14%) SAS
Business Applications
1 1 (7.14%) Markit EDM
Cloud Services
1 1 (7.14%) GitHub
1 1 (7.14%) Google Analytics
Communications & Networking
1 1 (7.14%) TCP/IP
Database & Business Intelligence
1 2 (14.29%) Data Warehouse
1 2 (14.29%) SQL Server
1 2 (14.29%) SQL Server 2008
1 2 (14.29%) SQL Server 2012
1 2 (14.29%) SQL Server 2014
2 1 (7.14%) Big Data
2 1 (7.14%) GIS
2 1 (7.14%) NoSQL
2 1 (7.14%) Relational Database
Development Applications
1 1 (7.14%) Cucumber
1 1 (7.14%) Git (software)
1 1 (7.14%) GoCD
1 1 (7.14%) Gradle
1 1 (7.14%) gulp
1 1 (7.14%) Jenkins
1 1 (7.14%) Selenium
1 1 (7.14%) Sonatype Nexus
General
1 3 (21.43%) Banking
1 3 (21.43%) Finance
2 1 (7.14%) Retail
2 1 (7.14%) Retail Banking
Job Titles
1 11 (78.57%) Analyst
2 6 (42.86%) Data Analyst
3 2 (14.29%) Applications Support
3 2 (14.29%) Applications Support Analyst
3 2 (14.29%) Report Analyst
3 2 (14.29%) SQL Analyst
3 2 (14.29%) SQL Support Analyst
3 2 (14.29%) Support Analyst
4 1 (7.14%) Architect
4 1 (7.14%) Business Analyst
4 1 (7.14%) Data Architect
4 1 (7.14%) DevOps Engineer
4 1 (7.14%) Enterprise Architect
4 1 (7.14%) HR Analyst
4 1 (7.14%) IT Analyst
4 1 (7.14%) IT Support
4 1 (7.14%) IT Support Analyst
4 1 (7.14%) Test Manager
4 1 (7.14%) UAT Manager
4 1 (7.14%) XML Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
1 1 (7.14%) Browserify
1 1 (7.14%) HTML
1 1 (7.14%) XML
1 1 (7.14%) XSLT
Miscellaneous
1 5 (35.71%) Analytical Skills
2 3 (21.43%) Data Structures
3 1 (7.14%) Derivative
3 1 (7.14%) Equities
3 1 (7.14%) Mobile App
3 1 (7.14%) Reference Data
3 1 (7.14%) User Experience
Processes & Methodologies
1 3 (21.43%) Data Modelling
2 2 (14.29%) Analytics
2 2 (14.29%) Incident Management
2 2 (14.29%) Migration
2 2 (14.29%) User Acceptance Testing
3 1 (7.14%) Agile Software Development
3 1 (7.14%) Continuous Delivery
3 1 (7.14%) Data Architecture
3 1 (7.14%) Data Governance
3 1 (7.14%) DevOps
3 1 (7.14%) Digital Analytics
3 1 (7.14%) Logical Data Model
3 1 (7.14%) Non-Functional Testing
3 1 (7.14%) Open Source
3 1 (7.14%) Patch Management
3 1 (7.14%) Physical Data Model
3 1 (7.14%) Requirements Analysis
3 1 (7.14%) Service Design
3 1 (7.14%) Stakeholder Engagement
3 1 (7.14%) Test Scripting
Programming Languages
1 4 (28.57%) SQL
2 2 (14.29%) Python
2 2 (14.29%) T-SQL
3 1 (7.14%) Bash Shell
3 1 (7.14%) C#
3 1 (7.14%) JavaScript
3 1 (7.14%) Perl
3 1 (7.14%) XPath
Qualifications
1 1 (7.14%) Degree
1 1 (7.14%) ISTQB
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
1 1 (7.14%) QA
System Software
1 1 (7.14%) Docker
Systems Management
1 1 (7.14%) Ansible
1 1 (7.14%) Puppet
Vendors
1 2 (14.29%) Microsoft
2 1 (7.14%) ESRI
2 1 (7.14%) Google
2 1 (7.14%) Splunk
2 1 (7.14%) Twitter