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 20 January 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
20 Jan 2017
Same period 2016 Same period 2015
Data Management
Scotland / Edinburgh
Rank 70 57 29
Rank change year-on-year
-13 -28
Contract jobs citing Data Management 4 32 69
As % of all contract IT jobs located in Edinburgh 0.49% 2.28% 5.20%
As % of the Processes & Methodologies category 0.59% 2.78% 6.47%
Number of daily rates quoted 2 15 29
Median daily rate £475 £450 £500
Median daily rate % change year-on-year
+5.55% -10.00%
90% offered a daily rate of more than £375 £275 £400
10% offered a daily rate of more than £575 £565 £550
UK excluding London median daily rate £400 £428 £400
% change year-on-year
-6.43% +6.87%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £28.79 £18.00 £30.50
% change year-on-year
+59.91% -40.98%

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
682 1152 1066
As % of all contract IT jobs located in Edinburgh 82.97% 81.93% 80.33%
Number of daily rates quoted 427 600 564
Median daily rate £400 £385 £400
Median daily rate % change year-on-year
+3.89% -3.75%
90% offered a daily rate of more than £288 £280 £300
10% offered a daily rate of more than £550 £525 £538
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 7 9 8
Median hourly rate £19.50 £19.02 £47.50
Median hourly rate % change year-on-year
+2.52% -59.95%
90% offered a hourly rate of more than £14.50 £15.25 £22.50
10% offered a hourly rate of more than £52.17 £41.50 £73.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 20 January 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 20 January 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 4 (26.67%) SQL
1 4 (26.67%) Data Modelling
2 3 (20.00%) ETL
2 3 (20.00%) Management Information System
2 3 (20.00%) Asset Management
2 3 (20.00%) Data Governance
2 3 (20.00%) Business Analysis
2 3 (20.00%) Analytical Skills
2 3 (20.00%) Data Structures
2 3 (20.00%) Driving Licence
3 2 (13.33%) Dashboard Development
3 2 (13.33%) SQL Server 2014
3 2 (13.33%) Compliance Management
3 2 (13.33%) Incident Management
3 2 (13.33%) QlikView
3 2 (13.33%) SQL Server 2008
3 2 (13.33%) SQL Server 2012
3 2 (13.33%) Finance
3 2 (13.33%) Microsoft
3 2 (13.33%) SQL Server
3 2 (13.33%) Python
3 2 (13.33%) Cognos
3 2 (13.33%) T-SQL
3 2 (13.33%) VB
4 1 (6.67%) .NET
4 1 (6.67%) C#
4 1 (6.67%) HTML
4 1 (6.67%) JavaScript
4 1 (6.67%) Perl
4 1 (6.67%) Data Warehouse

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 (6.67%) ArcGIS
Business Applications
1 1 (6.67%) Markit EDM
Cloud Services
1 1 (6.67%) GitHub
1 1 (6.67%) Google Analytics
Communications & Networking
1 1 (6.67%) TCP/IP
Database & Business Intelligence
1 2 (13.33%) QlikView
1 2 (13.33%) SQL Server
1 2 (13.33%) SQL Server 2008
1 2 (13.33%) SQL Server 2012
1 2 (13.33%) SQL Server 2014
2 1 (6.67%) Big Data
2 1 (6.67%) Data Mining
2 1 (6.67%) Data Warehouse
2 1 (6.67%) GIS
2 1 (6.67%) NoSQL
2 1 (6.67%) Relational Database
Development Applications
1 1 (6.67%) Cucumber
1 1 (6.67%) Git (software)
1 1 (6.67%) GoCD
1 1 (6.67%) Gradle
1 1 (6.67%) gulp
1 1 (6.67%) Jenkins
1 1 (6.67%) Selenium
1 1 (6.67%) Sonatype Nexus
General
1 2 (13.33%) Finance
2 1 (6.67%) Banking
2 1 (6.67%) German Language
Job Titles
1 9 (60.00%) Analyst
2 3 (20.00%) Data Analyst
3 2 (13.33%) Applications Support
3 2 (13.33%) Applications Support Analyst
3 2 (13.33%) Business Analyst
3 2 (13.33%) Developer
3 2 (13.33%) QlikView Developer
3 2 (13.33%) Report Analyst
3 2 (13.33%) SQL Analyst
3 2 (13.33%) SQL Support Analyst
3 2 (13.33%) Support Analyst
4 1 (6.67%) Architect
4 1 (6.67%) Data Architect
4 1 (6.67%) Data Business Analyst
4 1 (6.67%) DevOps Engineer
4 1 (6.67%) IT Analyst
4 1 (6.67%) Process Analyst
4 1 (6.67%) Process Mapping Analyst
4 1 (6.67%) Process Mapping Business Analyst
4 1 (6.67%) XML Analyst
Libraries, Frameworks & Software Standards
1 1 (6.67%) .NET
1 1 (6.67%) Browserify
1 1 (6.67%) HTML
1 1 (6.67%) XML
1 1 (6.67%) XSLT
Miscellaneous
1 3 (20.00%) Analytical Skills
1 3 (20.00%) Data Structures
1 3 (20.00%) Driving Licence
1 3 (20.00%) Management Information System
2 1 (6.67%) Derivative
2 1 (6.67%) Equities
2 1 (6.67%) Mobile App
2 1 (6.67%) User Experience
Processes & Methodologies
1 4 (26.67%) Data Modelling
2 3 (20.00%) Asset Management
2 3 (20.00%) Business Analysis
2 3 (20.00%) Data Governance
2 3 (20.00%) ETL
3 2 (13.33%) Compliance Management
3 2 (13.33%) Dashboard Development
3 2 (13.33%) Incident Management
4 1 (6.67%) Agile Software Development
4 1 (6.67%) Analytics
4 1 (6.67%) Continuous Delivery
4 1 (6.67%) Data Analysis
4 1 (6.67%) Data Mapping
4 1 (6.67%) DevOps
4 1 (6.67%) Digital Analytics
4 1 (6.67%) Logical Data Model
4 1 (6.67%) Open Source
4 1 (6.67%) Patch Management
4 1 (6.67%) Physical Data Model
4 1 (6.67%) Service Design
Programming Languages
1 4 (26.67%) SQL
2 2 (13.33%) Python
2 2 (13.33%) T-SQL
2 2 (13.33%) VB
3 1 (6.67%) Bash Shell
3 1 (6.67%) C#
3 1 (6.67%) JavaScript
3 1 (6.67%) Perl
3 1 (6.67%) XPath
Qualifications
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 1 (6.67%) QA
System Software
1 1 (6.67%) Docker
Systems Management
1 1 (6.67%) Ansible
1 1 (6.67%) Puppet
Vendors
1 2 (13.33%) Cognos
1 2 (13.33%) Microsoft
2 1 (6.67%) ESRI
2 1 (6.67%) Google
2 1 (6.67%) Splunk
2 1 (6.67%) Twitter