The table below looks at the statistics for Data Management skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Management over the 3 months to 29 June 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
29 Jun 2016
Same period 2015 Same period 2014
Data Management
Rank 124 86 80
Rank change year-on-year
-38 -6
Contract jobs citing Data Management 24 49 49
As % of all contract IT jobs located in Scotland 0.81% 1.63% 1.83%
As % of the Processes & Methodologies category 0.97% 2.02% 2.32%
Number of daily rates quoted 8 21 15
Median daily rate £425 £369 £425
Median daily rate % change year-on-year
+15.25% -13.23%
90% offered a daily rate of more than £367 £275 £360
10% offered a daily rate of more than £497 £463 £650
UK excluding London median daily rate £430 £434 £423
% change year-on-year
-0.86% +2.66%
Number of hourly rates quoted 0 5 0
Median hourly rate - £27.44 -
UK excluding London median hourly rate £16.09 £31.40 £20.50
% change year-on-year
-48.75% +53.17%
Data Management
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
2474 2420 2111
As % of all contract IT jobs located in Scotland 83.64% 80.27% 78.80%
Number of daily rates quoted 1422 1234 1163
Median daily rate £370 £360 £375
Median daily rate % change year-on-year
+2.77% -4.00%
90% offered a daily rate of more than £247 £262 £255
10% offered a daily rate of more than £500 £475 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 52 64 36
Median hourly rate £37.50 £30.50 £25.00
Median hourly rate % change year-on-year
+22.95% +22.00%
90% offered a hourly rate of more than £14.01 £12.93 £14.00
10% offered a hourly rate of more than £43.00 £40.00 £38.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Data Management
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland 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 Scotland

Data Management
Daily Rate Trend in Scotland

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

Data Management Daily Rate Trend in Scotland

Data Management
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Management across the Scotland region over the 3 months to 29 June 2016.

Data Management Daily Rate Histogram in Scotland

Data Management
Hourly Rate Trend in Scotland

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

Data Management Hourly Rate Trend in Scotland

Data Management
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 29 June 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -33 8 £370 +2.06% 3
Glasgow -9 5 £475 +26.66% 2
West Lothian - 2 £495 -
Inverclyde - 2 £400 -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 29 June 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 Scotland region with a requirement for Data Management.

1 26 (38.24%) Finance
2 17 (25.00%) Data Modelling
2 17 (25.00%) Migration
2 17 (25.00%) Banking
3 15 (22.06%) Data Warehouse
4 14 (20.59%) Retail
5 13 (19.12%) SAS
5 13 (19.12%) Analytics
6 12 (17.65%) Data Architecture
6 12 (17.65%) SQL
6 12 (17.65%) Stakeholder Management
7 11 (16.18%) Agile Software Development
7 11 (16.18%) Retail Banking
7 11 (16.18%) Data Migration
8 10 (14.71%) User Acceptance Testing
8 10 (14.71%) TOGAF
8 10 (14.71%) Microsoft
8 10 (14.71%) Oracle
8 10 (14.71%) ETL
9 9 (13.24%) Data Quality
9 9 (13.24%) Analytical Skills
10 8 (11.76%) Requirements Analysis
10 8 (11.76%) Unix
10 8 (11.76%) Python
10 8 (11.76%) IBM
10 8 (11.76%) Enterprise Architecture
11 7 (10.29%) SOA
11 7 (10.29%) Java
12 6 (8.82%) Mainframe
12 6 (8.82%) Data Integration

Data Management
Top Related IT Skills in Scotland 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 (19.12%) SAS
2 5 (7.35%) CICS
2 5 (7.35%) Oracle SOA Suite
3 2 (2.94%) ArcGIS
3 2 (2.94%) CMS
3 2 (2.94%) GeoServer
4 1 (1.47%) IBM Connections
4 1 (1.47%) Oracle Spatial
Applications
1 5 (7.35%) MS Excel
2 2 (2.94%) MS Office
2 2 (2.94%) MS Project
Business Applications
1 1 (1.47%) ENOVIA
1 1 (1.47%) Markit EDM
Database & Business Intelligence
1 15 (22.06%) Data Warehouse
2 5 (7.35%) DB2
2 5 (7.35%) Oracle BI EE
2 5 (7.35%) Oracle ODI
3 3 (4.41%) GIS
4 2 (2.94%) MS Access
4 2 (2.94%) QlikView
4 2 (2.94%) Relational Database
4 2 (2.94%) SAS Data Integration Studio
4 2 (2.94%) SAS Enterprise Guide
4 2 (2.94%) SQL Server
4 2 (2.94%) SQL Server Integration Services
5 1 (1.47%) DataStage
5 1 (1.47%) Enterprise Data Warehouse
5 1 (1.47%) Hadoop
5 1 (1.47%) IBM InfoSphere
5 1 (1.47%) PowerCenter
5 1 (1.47%) SQL Server 2012
Development Applications
1 2 (2.94%) Cucumber
1 2 (2.94%) Gradle
1 2 (2.94%) JBehave
1 2 (2.94%) JIRA
1 2 (2.94%) Maven
1 2 (2.94%) Selenium
1 2 (2.94%) Visual Studio Tools for Office
General
1 26 (38.24%) Finance
2 17 (25.00%) Banking
3 14 (20.59%) Retail
4 11 (16.18%) Retail Banking
5 4 (5.88%) Billing
6 3 (4.41%) Multimedia
7 1 (1.47%) Back Office
7 1 (1.47%) Front Office
7 1 (1.47%) Law
7 1 (1.47%) Manufacturing
7 1 (1.47%) Marketing
Job Titles
1 27 (39.71%) Analyst
2 18 (26.47%) Architect
3 15 (22.06%) Business Analyst
4 12 (17.65%) Solutions Architect
5 10 (14.71%) Data Analyst
6 8 (11.76%) Senior Analyst
7 7 (10.29%) Data Architect
7 7 (10.29%) Data Manager
8 6 (8.82%) Data Business Analyst
9 3 (4.41%) Analytics Manager
9 3 (4.41%) Data Analytics Manager
9 3 (4.41%) Developer
9 3 (4.41%) HR Analyst
9 3 (4.41%) Senior Data Analyst
10 2 (2.94%) Finance Business Analyst
10 2 (2.94%) GIS Architect
10 2 (2.94%) Project Manager
10 2 (2.94%) SAS Analyst
10 2 (2.94%) Senior Business Analyst
10 2 (2.94%) Service Analyst
Libraries, Frameworks & Software Standards
1 5 (7.35%) .NET
2 4 (5.88%) HTML
3 3 (4.41%) REST
3 3 (4.41%) Web Services
4 2 (2.94%) AngularJS
4 2 (2.94%) CSS
4 2 (2.94%) Leaflet
4 2 (2.94%) OpenLayers
4 2 (2.94%) PostGIS
4 2 (2.94%) Spring
4 2 (2.94%) Spring Boot
5 1 (1.47%) SAP PI
5 1 (1.47%) Velocity
Miscellaneous
1 9 (13.24%) Analytical Skills
2 6 (8.82%) Data Integration
2 6 (8.82%) Mainframe
3 5 (7.35%) IBM Mainframe
4 4 (5.88%) Smart Meter
5 3 (4.41%) Credit Risk
5 3 (4.41%) Data Structures
5 3 (4.41%) Fintech
6 2 (2.94%) Management Information System
6 2 (2.94%) Visualisation
7 1 (1.47%) Driving Licence
7 1 (1.47%) Enterprise Software
7 1 (1.47%) Reference Data
7 1 (1.47%) Virtual Team
Operating Systems
1 8 (11.76%) Unix
2 5 (7.35%) AIX
3 1 (1.47%) Windows
Processes & Methodologies
1 17 (25.00%) Data Modelling
1 17 (25.00%) Migration
2 13 (19.12%) Analytics
3 12 (17.65%) Data Architecture
3 12 (17.65%) Stakeholder Management
4 11 (16.18%) Agile Software Development
4 11 (16.18%) Data Migration
5 10 (14.71%) ETL
5 10 (14.71%) TOGAF
5 10 (14.71%) User Acceptance Testing
6 8 (11.76%) Enterprise Architecture
6 8 (11.76%) Requirements Analysis
7 7 (10.29%) SOA
8 6 (8.82%) Open Source
9 5 (7.35%) Cost-Benefit Analysis
9 5 (7.35%) Data Analytics
9 5 (7.35%) Risk Management
10 4 (5.88%) Business Intelligence
10 4 (5.88%) Continuous Improvement
10 4 (5.88%) Zachman Framework
Programming Languages
1 12 (17.65%) SQL
2 8 (11.76%) Python
3 7 (10.29%) Java
4 5 (7.35%) COBOL
4 5 (7.35%) JavaScript
5 4 (5.88%) VBA
6 2 (2.94%) PL/SQL
7 1 (1.47%) VB
Qualifications
1 2 (2.94%) Security Cleared
Quality Assurance & Compliance
1 9 (13.24%) Data Quality
2 2 (2.94%) FINREP
2 2 (2.94%) QA
3 1 (1.47%) SLA
System Software
1 5 (7.35%) VMware Infrastructure
1 5 (7.35%) vSphere
Systems Management
1 1 (1.47%) AirWatch
Vendors
1 10 (14.71%) Microsoft
1 10 (14.71%) Oracle
2 8 (11.76%) IBM
3 5 (7.35%) Citrix
3 5 (7.35%) HP
3 5 (7.35%) SAP
3 5 (7.35%) VMware
4 3 (4.41%) Cognos
5 2 (2.94%) Informatica
5 2 (2.94%) Teradata
6 1 (1.47%) ESRI
6 1 (1.47%) Trillium