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 18 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
18 Jan 2017
Same period 2016 Same period 2015
Data Management
UK / Scotland
Rank 87 87 54
Rank change year-on-year
0 -33
Contract jobs citing Data Management 19 43 77
As % of all contract IT jobs located in Scotland 1.15% 1.63% 3.00%
As % of the Processes & Methodologies category 1.39% 2.05% 3.75%
Number of daily rates quoted 7 17 32
Median daily rate £350 £500 £438
Median daily rate % change year-on-year
-30.00% +14.28%
90% offered a daily rate of more than £266 £300 £378
10% offered a daily rate of more than £495 £585 £550
UK excluding London median daily rate £400 £425 £400
% change year-on-year
-5.88% +6.25%
Number of hourly rates quoted 2 1 0
Median hourly rate £37.75 £49.41 -
Median hourly rate % change year-on-year
-23.59% -
UK excluding London median hourly rate £36.50 £18.00 £42.75
% change year-on-year
+102.77% -57.89%

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
1371 2093 2053
As % of all contract IT jobs located in Scotland 82.74% 79.16% 79.88%
Number of daily rates quoted 773 1152 1126
Median daily rate £375 £375 £390
Median daily rate % change year-on-year
- -3.84%
90% offered a daily rate of more than £269 £265 £285
10% offered a daily rate of more than £500 £500 £500
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 30 27 22
Median hourly rate £38.50 £39.25 £28.00
Median hourly rate % change year-on-year
-1.91% +40.17%
90% offered a hourly rate of more than £14.54 £16.50 £15.77
10% offered a hourly rate of more than £65.90 £43.95 £47.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

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 18 January 2017.

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 18 January 2017. 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 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 +17 11 £310 -48.33% 2
Edinburgh -9 5 £475 +5.55% 1
Aberdeen -15 2 £325 -
Stirling - 1 £425 -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 18 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 Scotland region with a requirement for Data Management.

1 14 (29.17%) Data Modelling
1 14 (29.17%) ETL
2 11 (22.92%) Master Data Management
3 10 (20.83%) Finance
3 10 (20.83%) QlikView
4 9 (18.75%) Data Warehouse
4 9 (18.75%) Analytical Skills
5 8 (16.67%) SQL
5 8 (16.67%) SQL Server
6 7 (14.58%) BusinessObjects
6 7 (14.58%) Agile Software Development
6 7 (14.58%) Analytics
6 7 (14.58%) Data Governance
7 6 (12.50%) Data Quality
7 6 (12.50%) NoSQL
7 6 (12.50%) Data Architecture
7 6 (12.50%) Visualisation
7 6 (12.50%) Logical Data Model
7 6 (12.50%) Data Analysis
7 6 (12.50%) Business Analysis
7 6 (12.50%) MS Excel
7 6 (12.50%) Oracle
8 5 (10.42%) Management Information System
8 5 (10.42%) Data Integration
8 5 (10.42%) Degree
8 5 (10.42%) Physical Data Model
8 5 (10.42%) Apache Spark
8 5 (10.42%) Enterprise Software
8 5 (10.42%) MongoDB
9 4 (8.33%) Apache Cassandra

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 (10.42%) Apache Spark
2 2 (4.17%) SAS
3 1 (2.08%) ArcGIS
3 1 (2.08%) WebSphere
Applications
1 6 (12.50%) MS Excel
2 3 (6.25%) MS PowerPoint
3 2 (4.17%) MS Project
3 2 (4.17%) MS Visio
4 1 (2.08%) MS Office
4 1 (2.08%) Weka
4 1 (2.08%) Windchill
Business Applications
1 2 (4.17%) Dynamics AX
1 2 (4.17%) SAP MDM
1 2 (4.17%) Teamcenter
2 1 (2.08%) Markit EDM
2 1 (2.08%) Oracle ERP
Cloud Services
1 1 (2.08%) GitHub
1 1 (2.08%) Google Analytics
Communications & Networking
1 1 (2.08%) TCP/IP
Database & Business Intelligence
1 10 (20.83%) QlikView
2 9 (18.75%) Data Warehouse
3 8 (16.67%) SQL Server
4 7 (14.58%) BusinessObjects
5 6 (12.50%) NoSQL
6 5 (10.42%) MongoDB
7 4 (8.33%) Apache Cassandra
8 3 (6.25%) Big Data
8 3 (6.25%) GIS
8 3 (6.25%) SQL Server 2008
8 3 (6.25%) SQL Server 2014
9 2 (4.17%) Oracle Database
9 2 (4.17%) Pentaho
9 2 (4.17%) SQL Server 2012
10 1 (2.08%) Data Mining
10 1 (2.08%) QGIS
10 1 (2.08%) Relational Database
10 1 (2.08%) Spatial Data
10 1 (2.08%) SQL Server Analysis Services
10 1 (2.08%) SQL Server Integration Services
Development Applications
1 3 (6.25%) Oracle APEX
2 2 (4.17%) Talend Open Studio
3 1 (2.08%) Cucumber
3 1 (2.08%) Git (software)
3 1 (2.08%) GoCD
3 1 (2.08%) Gradle
3 1 (2.08%) gulp
3 1 (2.08%) Jenkins
3 1 (2.08%) Selenium
3 1 (2.08%) Sonatype Nexus
General
1 10 (20.83%) Finance
2 4 (8.33%) Banking
2 4 (8.33%) Manufacturing
3 2 (4.17%) Investment Banking
3 2 (4.17%) Legal
3 2 (4.17%) Marketing
4 1 (2.08%) German Language
4 1 (2.08%) Multimedia
Job Titles
1 17 (35.42%) Analyst
2 7 (14.58%) Data Analyst
3 6 (12.50%) Architect
3 6 (12.50%) Data Architect
4 5 (10.42%) Business Analyst
4 5 (10.42%) Developer
5 3 (6.25%) Consultant
5 3 (6.25%) Data Engineer
5 3 (6.25%) Designer
5 3 (6.25%) Oracle Developer
6 2 (4.17%) Applications Support Analyst
6 2 (4.17%) Data Business Analyst
6 2 (4.17%) MI Specialist
6 2 (4.17%) Oracle Applications Developer
6 2 (4.17%) QlikView Developer
6 2 (4.17%) Report Analyst
6 2 (4.17%) Senior Analyst
6 2 (4.17%) SQL Analyst
6 2 (4.17%) SQL Support Analyst
6 2 (4.17%) Technical Specialist
Libraries, Frameworks & Software Standards
1 1 (2.08%) .NET
1 1 (2.08%) Browserify
1 1 (2.08%) D3.js
1 1 (2.08%) HTML
1 1 (2.08%) PostGIS
1 1 (2.08%) Web Services
1 1 (2.08%) WebSphere MQ
1 1 (2.08%) XML
1 1 (2.08%) XSLT
Miscellaneous
1 9 (18.75%) Analytical Skills
2 6 (12.50%) Visualisation
3 5 (10.42%) Data Integration
3 5 (10.42%) Enterprise Software
3 5 (10.42%) Management Information System
4 4 (8.33%) Driving Licence
5 3 (6.25%) Data Structures
6 2 (4.17%) RIA
7 1 (2.08%) Computer Science
7 1 (2.08%) Derivative
7 1 (2.08%) Equities
7 1 (2.08%) Mobile App
7 1 (2.08%) Ontologies
7 1 (2.08%) Remote Sensing
7 1 (2.08%) Social Media
7 1 (2.08%) Tandem
7 1 (2.08%) User Experience
Processes & Methodologies
1 14 (29.17%) Data Modelling
1 14 (29.17%) ETL
2 11 (22.92%) Master Data Management
3 7 (14.58%) Agile Software Development
3 7 (14.58%) Analytics
3 7 (14.58%) Data Governance
4 6 (12.50%) Business Analysis
4 6 (12.50%) Data Analysis
4 6 (12.50%) Data Architecture
4 6 (12.50%) Logical Data Model
5 5 (10.42%) Physical Data Model
6 4 (8.33%) Business Intelligence
6 4 (8.33%) Data Visualisation
6 4 (8.33%) ERP
7 3 (6.25%) Asset Management
7 3 (6.25%) DSDM
7 3 (6.25%) Information Management
7 3 (6.25%) Prototyping
7 3 (6.25%) Rapid Prototyping
7 3 (6.25%) Stakeholder Management
Programming Languages
1 8 (16.67%) SQL
2 4 (8.33%) Python
3 3 (6.25%) VB
4 2 (4.17%) T-SQL
5 1 (2.08%) Bash Shell
5 1 (2.08%) C#
5 1 (2.08%) JavaScript
5 1 (2.08%) Perl
5 1 (2.08%) R
5 1 (2.08%) VBA
5 1 (2.08%) XPath
Qualifications
1 5 (10.42%) Degree
2 3 (6.25%) Security Cleared
3 2 (4.17%) Postgraduate
3 2 (4.17%) SC Cleared
4 1 (2.08%) MCAD
4 1 (2.08%) Microsoft Certification
Quality Assurance & Compliance
1 6 (12.50%) Data Quality
2 2 (4.17%) QA
3 1 (2.08%) BS7666
System Software
1 1 (2.08%) Docker
Systems Management
1 1 (2.08%) Ansible
1 1 (2.08%) Puppet
Vendors
1 6 (12.50%) Oracle
2 4 (8.33%) Cognos
2 4 (8.33%) Microsoft
2 4 (8.33%) Tableau
3 2 (4.17%) JD Edwards
3 2 (4.17%) SAP
3 2 (4.17%) Talend
4 1 (2.08%) AVEVA
4 1 (2.08%) ESRI
4 1 (2.08%) Google
4 1 (2.08%) Informatica
4 1 (2.08%) MicroStrategy
4 1 (2.08%) RapidMiner
4 1 (2.08%) Splunk
4 1 (2.08%) Twitter