The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 29 July 2015 with a comparison to the same period in 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.

Location
3 months to
29 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 46 60 60
Rank change year-on-year
+14 0
Contract jobs citing Data Modelling 103 79 52
As % of all contract IT jobs located in Scotland 3.22% 2.87% 2.11%
As % of the Processes & Methodologies category 4.05% 3.68% 2.90%
Number of daily rates quoted 50 41 26
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£375 £400 £400
Average daily rate % change year-on-year
-6.25% -
90% offered a daily rate of more than £300 £283 £275
10% offered a daily rate of more than £478 £475 £450
UK excluding London average daily rate £425 £413 £400
% change year-on-year
+3.03% +3.12%
Number of hourly rates quoted 0 1 0
Average hourly rate - £30.00 -
UK excluding London average hourly rate £42.00 £22.69 £37.80
% change year-on-year
+85.08% -39.96%
Data Modelling
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
2541 2145 1791
As % of all contract IT jobs located in Scotland 79.36% 78.03% 72.66%
Number of daily rates quoted 1285 1130 899
Average daily rate £375 £375 £375
90% offered a daily rate of more than £270 £250 £260
10% offered a daily rate of more than £475 £500 £500
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 54 34 38
Average hourly rate £30.00 £22.50 £20.00
Average hourly rate % change year-on-year
+33.33% +12.50%
90% offered a hourly rate of more than £12.35 £12.00 £9.25
10% offered a hourly rate of more than £46.70 £165.00 £34.30
UK excluding London average hourly rate £30.00 £26.98 £31.00
% change year-on-year
+11.21% -12.98%

Data Modelling
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Scotland

Data Modelling
Daily Rate Trend in Scotland

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

Data Modelling Daily Rate Trend in Scotland

Data Modelling
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Scotland region over the 3 months to 29 July 2015.

Data Modelling Daily Rate Histogram in Scotland

Data Modelling
Hourly Rate Trend in Scotland

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

Data Modelling Hourly Rate Trend in Scotland

Data Modelling
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Modelling within the Scotland region over the 3 months to 29 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +26 42 £345 +6.15% 5
Edinburgh -20 34 £378 -11.17% 6
Aberdeen +7 9 £438 -
Stirling - 5 - -
Dundee - 1 - -
North Lanarkshire - 1 - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 29 July 2015, IT contractor jobs across the Scotland region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 88 (40.00%) Finance
2 86 (39.09%) Oracle
3 83 (37.73%) SQL
4 62 (28.18%) Banking
5 50 (22.73%) Java
6 41 (18.64%) Agile Software Development
7 40 (18.18%) Data Analysis
7 40 (18.18%) PL/SQL
7 40 (18.18%) Data Warehouse
8 35 (15.91%) XML
9 33 (15.00%) ETL
10 32 (14.55%) Web Services
11 30 (13.64%) Oracle Database
12 29 (13.18%) Analytical Skills
13 28 (12.73%) SQL Server
13 28 (12.73%) UNIX
14 27 (12.27%) UML
14 27 (12.27%) Business Intelligence
14 27 (12.27%) HTML
14 27 (12.27%) Logical Data Model
15 25 (11.36%) JavaScript
16 24 (10.91%) SOA
16 24 (10.91%) Business Analysis
16 24 (10.91%) Data Management
17 23 (10.45%) Workflow
18 22 (10.00%) Project Management
18 22 (10.00%) Performance Tuning
19 21 (9.55%) Relational Database
19 21 (9.55%) SDLC
19 21 (9.55%) Hibernate

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 29 July 2015, IT contractor jobs across the Scotland region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 16 (7.27%) SAS
2 5 (2.27%) WebSphere
3 4 (1.82%) Oracle Workflow
3 4 (1.82%) JBoss
3 4 (1.82%) Tomcat
4 3 (1.36%) MQSeries
4 3 (1.36%) Oracle Spatial
5 2 (0.91%) PowerExchange
5 2 (0.91%) FileNet
5 2 (0.91%) WebLogic
6 1 (0.45%) SharePoint
Applications
1 10 (4.55%) Siemens NX
2 9 (4.09%) AutoCAD
3 7 (3.18%) MS Excel
3 7 (3.18%) MS Visio
4 5 (2.27%) CATIA
5 3 (1.36%) MS PowerPoint
5 3 (1.36%) MS Office
Business Applications
1 12 (5.45%) Teamcenter
2 8 (3.64%) Loan IQ
3 4 (1.82%) SAP IS-U
4 2 (0.91%) Markit EDM
4 2 (0.91%) Cognos Business Intelligence
4 2 (0.91%) Maximo
5 1 (0.45%) SAP CRM
5 1 (0.45%) Oracle EBS R12
5 1 (0.45%) Oracle BPM
Cloud Services
1 3 (1.36%) Google Analytics
Database & Business Intelligence
1 40 (18.18%) Data Warehouse
2 30 (13.64%) Oracle Database
3 28 (12.73%) SQL Server
4 21 (9.55%) Relational Database
5 16 (7.27%) SQL Server Integration Services
6 14 (6.36%) SQL Server Reporting Services
7 10 (4.55%) BusinessObjects
7 10 (4.55%) PowerCenter
8 9 (4.09%) RDBMS
8 9 (4.09%) Oracle Database 11g
8 9 (4.09%) SQL Server 2008
9 8 (3.64%) MS Access
10 6 (2.73%) Oracle Database 10g
10 6 (2.73%) QlikView
11 5 (2.27%) SAP BW
11 5 (2.27%) Oracle ODI
12 4 (1.82%) Data Mining
12 4 (1.82%) Enterprise Data Warehouse
12 4 (1.82%) Oracle Reports
12 4 (1.82%) DB2
Development Applications
1 16 (7.27%) Toad
2 15 (6.82%) ERwin
3 11 (5.00%) Eclipse
4 5 (2.27%) Maven
4 5 (2.27%) Oracle APEX
5 4 (1.82%) PowerDesigner
6 3 (1.36%) JDeveloper
6 3 (1.36%) Visual Studio
6 3 (1.36%) Team Foundation Server
7 2 (0.91%) Axure RP
7 2 (0.91%) Cucumber
7 2 (0.91%) Jenkins
7 2 (0.91%) FitNesse
7 2 (0.91%) Oracle Forms
7 2 (0.91%) ClearCase
7 2 (0.91%) JUnit
8 1 (0.45%) IntelliJ
8 1 (0.45%) LSMW
General
1 88 (40.00%) Finance
2 62 (28.18%) Banking
3 14 (6.36%) Investment Banking
4 10 (4.55%) Retail
5 8 (3.64%) Financial Institution
6 5 (2.27%) Back Office
7 2 (0.91%) Telecoms
7 2 (0.91%) Aerospace
7 2 (0.91%) Legal
7 2 (0.91%) Manufacturing
8 1 (0.45%) Advertising
8 1 (0.45%) Law
8 1 (0.45%) Local Government
8 1 (0.45%) Retail Banking
Job Titles
1 79 (35.91%) Analyst
2 72 (32.73%) Developer
3 50 (22.73%) Business Analyst
4 41 (18.64%) Architect
5 20 (9.09%) SQL Developer
6 18 (8.18%) Solutions Architect
6 18 (8.18%) Data Analyst
7 13 (5.91%) Data Architect
8 12 (5.45%) Oracle Developer
9 9 (4.09%) Enterprise Architect
9 9 (4.09%) PL/SQL Developer
9 9 (4.09%) Credit Risk Analyst
10 8 (3.64%) SAS Analyst
10 8 (3.64%) Business Intelligence Developer
10 8 (3.64%) Database Developer
11 7 (3.18%) Data Modeller
11 7 (3.18%) Senior Analyst
11 7 (3.18%) Enterprise Data Architect
11 7 (3.18%) Designer
11 7 (3.18%) ETL Architect
Libraries, Frameworks & Software Standards
1 35 (15.91%) XML
2 32 (14.55%) Web Services
3 27 (12.27%) HTML
4 21 (9.55%) Hibernate
5 18 (8.18%) DHTML
6 17 (7.73%) XSL
7 12 (5.45%) CSS
8 11 (5.00%) JSP
9 9 (4.09%) Servlets
9 9 (4.09%) Spring
9 9 (4.09%) EJB
9 9 (4.09%) JPA
9 9 (4.09%) Itk
10 8 (3.64%) XSLT
11 4 (1.82%) Apache CXF
11 4 (1.82%) HTML5
11 4 (1.82%) .NET
12 3 (1.36%) JSF
12 3 (1.36%) Spring Integration
12 3 (1.36%) Drools
Miscellaneous
1 29 (13.18%) Analytical Skills
2 20 (9.09%) Data Integration
3 9 (4.09%) Thin Client
3 9 (4.09%) Credit Risk
3 9 (4.09%) Fat Client
4 8 (3.64%) Data Structures
5 6 (2.73%) Data Extraction
6 5 (2.27%) Management Information System
7 4 (1.82%) DTCC
7 4 (1.82%) GIS
8 3 (1.36%) Computer Science
8 3 (1.36%) Enterprise Software
8 3 (1.36%) Reference Data
9 2 (0.91%) Data Conversion
9 2 (0.91%) Data Protection Act
9 2 (0.91%) Web 2.0
9 2 (0.91%) Replication
9 2 (0.91%) User Experience
9 2 (0.91%) Data Centre
9 2 (0.91%) Smart Meter
Operating Systems
1 28 (12.73%) UNIX
2 13 (5.91%) Linux
3 8 (3.64%) Windows
4 2 (0.91%) Oracle Linux
Processes & Methodologies
1 41 (18.64%) Agile Software Development
2 40 (18.18%) Data Analysis
3 33 (15.00%) ETL
4 27 (12.27%) Business Intelligence
4 27 (12.27%) UML
4 27 (12.27%) Logical Data Model
5 24 (10.91%) SOA
5 24 (10.91%) Data Management
5 24 (10.91%) Business Analysis
6 23 (10.45%) Workflow
7 22 (10.00%) Project Management
7 22 (10.00%) Performance Tuning
8 21 (9.55%) SDLC
9 16 (7.27%) Use Case
10 15 (6.82%) Migration
11 14 (6.36%) OO
11 14 (6.36%) Root Cause Analysis
12 13 (5.91%) Validation
13 12 (5.45%) GAP Analysis
14 11 (5.00%) CAD
Programming Languages
1 83 (37.73%) SQL
2 50 (22.73%) Java
3 40 (18.18%) PL/SQL
4 25 (11.36%) JavaScript
5 12 (5.45%) C#
6 11 (5.00%) C++
6 11 (5.00%) VBA
7 9 (4.09%) C
8 8 (3.64%) Tcl
8 8 (3.64%) XPath
9 6 (2.73%) Perl
10 5 (2.27%) ABAP
11 4 (1.82%) Shell Script
12 2 (0.91%) T-SQL
13 1 (0.45%) VB
13 1 (0.45%) VB.NET
Qualifications
1 20 (9.09%) Degree
2 8 (3.64%) Security Cleared
3 6 (2.73%) ISEB
4 5 (2.27%) SC Cleared
5 2 (0.91%) MOS
6 1 (0.45%) Microsoft Certification
Quality Assurance & Compliance
1 13 (5.91%) Data Quality
2 6 (2.73%) QA
3 4 (1.82%) FATCA
3 4 (1.82%) EMIR
3 4 (1.82%) Dodd-Frank
4 3 (1.36%) MiFID
System Software
1 2 (0.91%) Oracle RAC
Systems Management
1 1 (0.45%) Control-M
1 1 (0.45%) HP Quality Center
Vendors
1 86 (39.09%) Oracle
2 18 (8.18%) Sybase
2 18 (8.18%) Informatica
3 12 (5.45%) SAP
3 12 (5.45%) Microsoft
4 8 (3.64%) webMethods
5 7 (3.18%) CA
6 4 (1.82%) Charles River
6 4 (1.82%) Cognos
7 3 (1.36%) Teradata
7 3 (1.36%) Google
7 3 (1.36%) Tableau
8 2 (0.91%) Ab Initio
8 2 (0.91%) IBM
9 1 (0.45%) Perforce
9 1 (0.45%) Misys
9 1 (0.45%) HP
9 1 (0.45%) Netezza
9 1 (0.45%) Pega
9 1 (0.45%) GoldenSource
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