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 1 July 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
1 Jul 2016
Same period 2015 Same period 2014
Data Management
Rank 83 58 58
Rank change year-on-year
-25 0
Contract jobs citing Data Management 7 32 23
As % of all contract IT jobs located in Edinburgh 0.53% 2.20% 1.76%
As % of the Processes & Methodologies category 0.64% 2.70% 2.24%
Number of daily rates quoted 2 16 11
Median daily rate £365 £363 £438
Median daily rate % change year-on-year
+0.68% -17.14%
90% offered a daily rate of more than £361 £275 £350
10% offered a daily rate of more than £369 £463 £650
UK excluding London median daily rate £428 £425 £423
% change year-on-year
+0.58% +0.59%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.09 £31.40 £20.50
% change year-on-year
-48.75% +53.17%
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
1100 1183 1025
As % of all contract IT jobs located in Edinburgh 82.71% 81.42% 78.60%
Number of daily rates quoted 600 613 620
Median daily rate £400 £375 £401
Median daily rate % change year-on-year
+6.66% -6.48%
90% offered a daily rate of more than £280 £275 £270
10% offered a daily rate of more than £500 £500 £515
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 6 12 18
Median hourly rate £15.82 £20.00 £25.00
Median hourly rate % change year-on-year
-20.92% -20.00%
90% offered a hourly rate of more than £11.52 £12.35 £18.00
10% offered a hourly rate of more than £42.50 £42.50 £32.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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
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 1 July 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 20 (58.82%) Finance
2 17 (50.00%) Banking
3 15 (44.12%) Data Warehouse
3 15 (44.12%) Migration
4 14 (41.18%) Data Modelling
5 13 (38.24%) SAS
5 13 (38.24%) Retail
6 11 (32.35%) Retail Banking
7 10 (29.41%) User Acceptance Testing
7 10 (29.41%) ETL
7 10 (29.41%) SQL
8 9 (26.47%) Data Migration
9 8 (23.53%) Requirements Analysis
9 8 (23.53%) Data Architecture
9 8 (23.53%) Analytics
10 5 (14.71%) Microsoft
10 5 (14.71%) Risk Management
11 4 (11.76%) Data Integration
11 4 (11.76%) Analytical Skills
11 4 (11.76%) Zachman Framework
11 4 (11.76%) TOGAF
11 4 (11.76%) Stakeholder Management
11 4 (11.76%) VBA
11 4 (11.76%) Oracle
11 4 (11.76%) MS Excel
12 3 (8.82%) Unix
12 3 (8.82%) Agile Software Development
12 3 (8.82%) Process Improvement
12 3 (8.82%) Enterprise Architecture
12 3 (8.82%) Credit Risk

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 13 (38.24%) SAS
2 1 (2.94%) ArcGIS
2 1 (2.94%) CMS
2 1 (2.94%) GeoServer
2 1 (2.94%) Oracle Spatial
Applications
1 4 (11.76%) MS Excel
2 2 (5.88%) MS Office
2 2 (5.88%) MS Project
Business Applications
1 1 (2.94%) Markit EDM
Database & Business Intelligence
1 15 (44.12%) Data Warehouse
2 2 (5.88%) GIS
2 2 (5.88%) MS Access
2 2 (5.88%) Relational Database
2 2 (5.88%) SAS Data Integration Studio
2 2 (5.88%) SAS Enterprise Guide
3 1 (2.94%) DataStage
3 1 (2.94%) Enterprise Data Warehouse
3 1 (2.94%) Hadoop
3 1 (2.94%) IBM InfoSphere
3 1 (2.94%) PowerCenter
3 1 (2.94%) QlikView
3 1 (2.94%) SQL Server
3 1 (2.94%) SQL Server 2012
Development Applications
1 2 (5.88%) Visual Studio Tools for Office
2 1 (2.94%) Cucumber
2 1 (2.94%) Gradle
2 1 (2.94%) JBehave
2 1 (2.94%) JIRA
2 1 (2.94%) Maven
2 1 (2.94%) Selenium
General
1 20 (58.82%) Finance
2 17 (50.00%) Banking
3 13 (38.24%) Retail
4 11 (32.35%) Retail Banking
5 1 (2.94%) Front Office
Job Titles
1 16 (47.06%) Analyst
2 8 (23.53%) Business Analyst
3 7 (20.59%) Architect
4 5 (14.71%) Data Analyst
4 5 (14.71%) Data Architect
4 5 (14.71%) Senior Analyst
5 3 (8.82%) Data Business Analyst
5 3 (8.82%) Solutions Architect
6 2 (5.88%) Data Integration Specialist
6 2 (5.88%) Developer
6 2 (5.88%) Integration Specialist
6 2 (5.88%) Lead Business Analyst
6 2 (5.88%) SAS Analyst
6 2 (5.88%) Senior Data Analyst
6 2 (5.88%) Senior SAS Analyst
7 1 (2.94%) Business Test Analyst
7 1 (2.94%) DataStage Developer
7 1 (2.94%) Informatica ETL Developer
7 1 (2.94%) QlikView Developer
7 1 (2.94%) SQL Programmer
Libraries, Frameworks & Software Standards
1 2 (5.88%) REST
1 2 (5.88%) Web Services
2 1 (2.94%) AngularJS
2 1 (2.94%) HTML
2 1 (2.94%) Leaflet
2 1 (2.94%) OpenLayers
2 1 (2.94%) PostGIS
2 1 (2.94%) Spring
2 1 (2.94%) Spring Boot
Miscellaneous
1 4 (11.76%) Analytical Skills
1 4 (11.76%) Data Integration
2 3 (8.82%) Credit Risk
2 3 (8.82%) Fintech
3 2 (5.88%) Visualisation
4 1 (2.94%) Mainframe
4 1 (2.94%) Management Information System
4 1 (2.94%) Reference Data
Operating Systems
1 3 (8.82%) Unix
2 1 (2.94%) Windows
Processes & Methodologies
1 15 (44.12%) Migration
2 14 (41.18%) Data Modelling
3 10 (29.41%) ETL
3 10 (29.41%) User Acceptance Testing
4 9 (26.47%) Data Migration
5 8 (23.53%) Analytics
5 8 (23.53%) Data Architecture
5 8 (23.53%) Requirements Analysis
6 5 (14.71%) Risk Management
7 4 (11.76%) Stakeholder Management
7 4 (11.76%) TOGAF
7 4 (11.76%) Zachman Framework
8 3 (8.82%) Agile Software Development
8 3 (8.82%) Enterprise Architecture
8 3 (8.82%) Process Improvement
9 2 (5.88%) Asset Management
9 2 (5.88%) Capacity Management
9 2 (5.88%) Data Governance
9 2 (5.88%) Investment Management
9 2 (5.88%) Risk Analytics
Programming Languages
1 10 (29.41%) SQL
2 4 (11.76%) VBA
3 2 (5.88%) PL/SQL
4 1 (2.94%) Java
4 1 (2.94%) JavaScript
4 1 (2.94%) Python
4 1 (2.94%) VB
Quality Assurance & Compliance
1 2 (5.88%) Data Quality
1 2 (5.88%) FINREP
2 1 (2.94%) QA
2 1 (2.94%) SLA
Vendors
1 5 (14.71%) Microsoft
2 4 (11.76%) Oracle
3 2 (5.88%) Informatica
3 2 (5.88%) Teradata
4 1 (2.94%) Cognos
4 1 (2.94%) ESRI