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 3 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
3 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 97 77 60
Rank change year-on-year
-20 -17
Contract jobs citing Data Management 22 56 75
As % of all contract IT jobs located in Scotland 1.11% 1.94% 2.64%
As % of the Processes & Methodologies category 1.38% 2.45% 3.42%
Number of daily rates quoted 12 27 34
Median daily rate £428 £500 £425
Median daily rate % change year-on-year
-14.43% +17.64%
90% offered a daily rate of more than £260 £346 £350
10% offered a daily rate of more than £451 £585 £550
UK excluding London median daily rate £438 £440 £415
% change year-on-year
-0.45% +6.02%
Number of hourly rates quoted 1 1 0
Median hourly rate £38.00 £49.41 -
Median hourly rate % change year-on-year
-23.09% -
UK excluding London median hourly rate £27.29 £35.00 £51.25
% change year-on-year
-22.04% -31.70%
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
1589 2285 2196
As % of all contract IT jobs located in Scotland 80.41% 79.09% 77.22%
Number of daily rates quoted 940 1208 1223
Median daily rate £375 £375 £380
Median daily rate % change year-on-year
- -1.31%
90% offered a daily rate of more than £275 £250 £265
10% offered a daily rate of more than £510 £500 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 36 39 24
Median hourly rate £38.00 £40.00 £35.00
Median hourly rate % change year-on-year
-5.00% +14.28%
90% offered a hourly rate of more than £14.50 £12.35 £16.81
10% offered a hourly rate of more than £45.00 £47.00 £50.00
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 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 3 December 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 3 December 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
Glasgow +19 13 £450 -10.00%
Edinburgh -15 7 £300 -40.00% 2
Aberdeen -9 1 - -
Stirling - 1 £425 -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 3 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 Scotland region with a requirement for Data Management.

1 11 (24.44%) Data Modelling
1 11 (24.44%) ETL
2 10 (22.22%) Analytical Skills
3 9 (20.00%) Finance
3 9 (20.00%) QlikView
4 8 (17.78%) Agile Software Development
5 7 (15.56%) Data Architecture
5 7 (15.56%) BusinessObjects
5 7 (15.56%) Data Governance
6 6 (13.33%) Master Data Management
6 6 (13.33%) Oracle
6 6 (13.33%) SQL Server
6 6 (13.33%) Visualisation
7 5 (11.11%) Data Integration
7 5 (11.11%) Stakeholder Management
7 5 (11.11%) Management Information System
7 5 (11.11%) Cognos
7 5 (11.11%) Data Warehouse
7 5 (11.11%) MongoDB
7 5 (11.11%) NoSQL
7 5 (11.11%) Apache Spark
7 5 (11.11%) Analytics
8 4 (8.89%) Enterprise Software
8 4 (8.89%) Logical Data Model
8 4 (8.89%) Apache Cassandra
8 4 (8.89%) Data Visualisation
8 4 (8.89%) Tableau
8 4 (8.89%) VB
8 4 (8.89%) SQL
8 4 (8.89%) SAP

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 5 (11.11%) Apache Spark
2 2 (4.44%) SAS
3 1 (2.22%) ArcGIS
3 1 (2.22%) CMS
3 1 (2.22%) WebSphere
Applications
1 2 (4.44%) MS Excel
1 2 (4.44%) MS PowerPoint
1 2 (4.44%) MS Project
1 2 (4.44%) MS Visio
2 1 (2.22%) Weka
Business Applications
1 2 (4.44%) SAP MDM
2 1 (2.22%) Markit EDM
2 1 (2.22%) Oracle ERP
2 1 (2.22%) Teamcenter
Cloud Services
1 1 (2.22%) Google Analytics
Communications & Networking
1 1 (2.22%) TCP/IP
Database & Business Intelligence
1 9 (20.00%) QlikView
2 7 (15.56%) BusinessObjects
3 6 (13.33%) SQL Server
4 5 (11.11%) Data Warehouse
4 5 (11.11%) MongoDB
4 5 (11.11%) NoSQL
5 4 (8.89%) Apache Cassandra
6 3 (6.67%) GIS
6 3 (6.67%) SQL Server 2008
6 3 (6.67%) SQL Server 2014
7 2 (4.44%) Big Data
7 2 (4.44%) Oracle Database
7 2 (4.44%) Pentaho
7 2 (4.44%) SQL Server 2012
8 1 (2.22%) Data Mining
8 1 (2.22%) QGIS
8 1 (2.22%) Spatial Data
8 1 (2.22%) SQL Server Analysis Services
8 1 (2.22%) SQL Server Integration Services
8 1 (2.22%) SQL Server Reporting Services
Development Applications
1 3 (6.67%) Oracle APEX
2 2 (4.44%) Talend Open Studio
General
1 9 (20.00%) Finance
2 3 (6.67%) Manufacturing
3 2 (4.44%) Banking
3 2 (4.44%) Legal
4 1 (2.22%) Back Office
4 1 (2.22%) German Language
4 1 (2.22%) Marketing
4 1 (2.22%) Multimedia
Job Titles
1 14 (31.11%) Analyst
2 7 (15.56%) Architect
2 7 (15.56%) Data Architect
3 6 (13.33%) Business Analyst
3 6 (13.33%) Developer
4 4 (8.89%) Data Analyst
5 3 (6.67%) Consultant
5 3 (6.67%) Data Engineer
5 3 (6.67%) Oracle Developer
5 3 (6.67%) QlikView Developer
6 2 (4.44%) Applications Support Analyst
6 2 (4.44%) Data Business Analyst
6 2 (4.44%) Data Manager
6 2 (4.44%) Designer
6 2 (4.44%) Oracle Applications Developer
6 2 (4.44%) Report Analyst
6 2 (4.44%) SAP Consultant
6 2 (4.44%) Senior Analyst
6 2 (4.44%) SQL Analyst
6 2 (4.44%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 1 (2.22%) .NET
1 1 (2.22%) D3.js
1 1 (2.22%) HTML
1 1 (2.22%) PostGIS
1 1 (2.22%) SAP PI
1 1 (2.22%) Velocity
1 1 (2.22%) Web Services
1 1 (2.22%) WebSphere MQ
1 1 (2.22%) XML
1 1 (2.22%) XSLT
Miscellaneous
1 10 (22.22%) Analytical Skills
2 6 (13.33%) Visualisation
3 5 (11.11%) Data Integration
3 5 (11.11%) Management Information System
4 4 (8.89%) Enterprise Software
5 3 (6.67%) Data Structures
5 3 (6.67%) Driving Licence
6 2 (4.44%) RIA
7 1 (2.22%) Computer Science
7 1 (2.22%) Derivative
7 1 (2.22%) Equities
7 1 (2.22%) Mobile App
7 1 (2.22%) Ontologies
7 1 (2.22%) Remote Sensing
7 1 (2.22%) Social Media
7 1 (2.22%) Virtual Team
Processes & Methodologies
1 11 (24.44%) Data Modelling
1 11 (24.44%) ETL
2 8 (17.78%) Agile Software Development
3 7 (15.56%) Data Architecture
3 7 (15.56%) Data Governance
4 6 (13.33%) Master Data Management
5 5 (11.11%) Analytics
5 5 (11.11%) Stakeholder Management
6 4 (8.89%) Data Visualisation
6 4 (8.89%) Logical Data Model
7 3 (6.67%) Asset Management
7 3 (6.67%) Business Intelligence
7 3 (6.67%) Compliance Management
7 3 (6.67%) Dashboard Development
7 3 (6.67%) ETL Development
7 3 (6.67%) Physical Data Model
7 3 (6.67%) Prototyping
7 3 (6.67%) Rapid Prototyping
7 3 (6.67%) Scrum
7 3 (6.67%) Waterfall
Programming Languages
1 4 (8.89%) SQL
1 4 (8.89%) VB
2 3 (6.67%) Python
3 2 (4.44%) T-SQL
4 1 (2.22%) C#
4 1 (2.22%) JavaScript
4 1 (2.22%) R
4 1 (2.22%) VBA
4 1 (2.22%) XPath
Qualifications
1 4 (8.89%) Security Cleared
2 3 (6.67%) Degree
3 2 (4.44%) Postgraduate
3 2 (4.44%) SC Cleared
4 1 (2.22%) MCAD
4 1 (2.22%) Microsoft Certification
Quality Assurance & Compliance
1 3 (6.67%) Data Quality
2 1 (2.22%) BS7666
2 1 (2.22%) COREP
2 1 (2.22%) FINREP
2 1 (2.22%) QA
Systems Management
1 1 (2.22%) AirWatch
Vendors
1 6 (13.33%) Oracle
2 5 (11.11%) Cognos
3 4 (8.89%) SAP
3 4 (8.89%) Tableau
4 2 (4.44%) Microsoft
4 2 (4.44%) Talend
5 1 (2.22%) ESRI
5 1 (2.22%) Google
5 1 (2.22%) Informatica
5 1 (2.22%) JD Edwards
5 1 (2.22%) MicroStrategy
5 1 (2.22%) RapidMiner
5 1 (2.22%) Twitter