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 28 August 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
28 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 45 55 56
Rank change year-on-year
+10 +1
Contract jobs citing Data Modelling 107 79 59
As % of all contract IT jobs located in Scotland 3.26% 2.88% 2.41%
As % of the Processes & Methodologies category 4.11% 3.67% 3.37%
Number of daily rates quoted 64 46 30
Average daily rate
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of your Daily Rate
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£375 £414 £356
Average daily rate % change year-on-year
-9.36% +16.14%
90% offered a daily rate of more than £315 £291 £275
10% offered a daily rate of more than £493 £469 £450
UK excluding London average daily rate £440 £413 £400
% change year-on-year
+6.66% +3.12%
Number of hourly rates quoted 0 2 0
Average hourly rate - £23.75 -
UK excluding London average hourly rate £45.00 £17.50 £37.80
% change year-on-year
+157.14% -53.70%
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
2603 2152 1751
As % of all contract IT jobs located in Scotland 79.36% 78.57% 71.50%
Number of daily rates quoted 1356 1101 882
Average daily rate £375 £375 £375
90% offered a daily rate of more than £275 £253 £264
10% offered a daily rate of more than £488 £490 £500
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 56 28 38
Average hourly rate £30.50 £22.50 £29.00
Average hourly rate % change year-on-year
+35.55% -22.41%
90% offered a hourly rate of more than £12.35 £11.70 £9.25
10% offered a hourly rate of more than £55.00 £165.00 £35.00
UK excluding London average hourly rate £32.50 £25.00 £30.00
% change year-on-year
+30.00% -16.66%

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 28 August 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 28 August 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 +15 45 £340 -2.85% 4
Edinburgh -9 44 £410 -6.28% 8
Aberdeen +10 8 £463 -
Stirling - 1 - -
Fife - 1 - -
North Lanarkshire - 1 - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 28 August 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 93 (43.87%) Finance
2 83 (39.15%) SQL
3 76 (35.85%) Oracle
4 59 (27.83%) Banking
5 47 (22.17%) Java
6 45 (21.23%) Agile Software Development
7 38 (17.92%) Data Analysis
8 35 (16.51%) PL/SQL
8 35 (16.51%) Data Warehouse
9 33 (15.57%) ETL
9 33 (15.57%) UNIX
10 32 (15.09%) UML
11 31 (14.62%) XML
11 31 (14.62%) SDLC
12 30 (14.15%) Analytical Skills
12 30 (14.15%) Logical Data Model
13 29 (13.68%) Oracle Database
14 27 (12.74%) JavaScript
14 27 (12.74%) Business Intelligence
15 26 (12.26%) SQL Server
15 26 (12.26%) Performance Tuning
16 24 (11.32%) Web Services
17 23 (10.85%) Use Case
18 22 (10.38%) Relational Database
18 22 (10.38%) HTML
18 22 (10.38%) Workflow
19 21 (9.91%) Data Management
19 21 (9.91%) Business Analysis
19 21 (9.91%) SOA
20 20 (9.43%) Informatica

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 28 August 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 14 (6.60%) SAS
2 6 (2.83%) PowerExchange
3 5 (2.36%) Tomcat
3 5 (2.36%) WebSphere
4 4 (1.89%) JBoss
4 4 (1.89%) Oracle Workflow
5 3 (1.42%) Oracle Spatial
5 3 (1.42%) MQSeries
6 2 (0.94%) FileNet
6 2 (0.94%) WebLogic
7 1 (0.47%) SharePoint
7 1 (0.47%) Apache
Applications
1 12 (5.66%) MS Visio
2 10 (4.72%) Siemens NX
3 9 (4.25%) AutoCAD
4 8 (3.77%) MS Excel
5 5 (2.36%) CATIA
6 4 (1.89%) MS PowerPoint
7 3 (1.42%) MS Office
Business Applications
1 12 (5.66%) Teamcenter
2 8 (3.77%) Loan IQ
2 8 (3.77%) Markit EDM
3 4 (1.89%) SAP IS-U
4 2 (0.94%) Cognos Business Intelligence
4 2 (0.94%) Maximo
5 1 (0.47%) SAP CRM
5 1 (0.47%) Oracle EBS R12
5 1 (0.47%) Oracle BPM
Cloud Services
1 3 (1.42%) Google Analytics
Database & Business Intelligence
1 35 (16.51%) Data Warehouse
2 29 (13.68%) Oracle Database
3 26 (12.26%) SQL Server
4 22 (10.38%) Relational Database
5 16 (7.55%) SQL Server Integration Services
6 14 (6.60%) Oracle Database 11g
6 14 (6.60%) SQL Server Reporting Services
7 11 (5.19%) BusinessObjects
7 11 (5.19%) PowerCenter
8 10 (4.72%) RDBMS
9 9 (4.25%) QlikView
9 9 (4.25%) SQL Server 2008
9 9 (4.25%) Oracle Database 10g
10 5 (2.36%) SAP BW
11 4 (1.89%) Data Mart
11 4 (1.89%) BODI
11 4 (1.89%) DB2
11 4 (1.89%) Oracle Reports
11 4 (1.89%) MS Access
11 4 (1.89%) SAP Data Services
Development Applications
1 19 (8.96%) Toad
2 12 (5.66%) ERwin
3 8 (3.77%) Maven
4 6 (2.83%) Eclipse
5 5 (2.36%) JUnit
6 4 (1.89%) Oracle APEX
6 4 (1.89%) FitNesse
6 4 (1.89%) Cucumber
6 4 (1.89%) ClearCase
7 3 (1.42%) Team Foundation Server
7 3 (1.42%) Visual Studio
7 3 (1.42%) JDeveloper
8 2 (0.94%) Oracle Forms
8 2 (0.94%) Axure RP
8 2 (0.94%) Jenkins
9 1 (0.47%) Hudson
9 1 (0.47%) Git (software)
9 1 (0.47%) IntelliJ
9 1 (0.47%) LSMW
General
1 93 (43.87%) Finance
2 59 (27.83%) Banking
3 17 (8.02%) Investment Banking
4 9 (4.25%) Retail
5 8 (3.77%) Financial Institution
6 5 (2.36%) Back Office
7 2 (0.94%) Telecoms
7 2 (0.94%) Legal
7 2 (0.94%) Advertising
8 1 (0.47%) Local Government
8 1 (0.47%) Private Banking
8 1 (0.47%) Manufacturing
8 1 (0.47%) Law
8 1 (0.47%) Front Office
Job Titles
1 86 (40.57%) Analyst
2 72 (33.96%) Developer
3 59 (27.83%) Business Analyst
4 34 (16.04%) Architect
5 19 (8.96%) Solutions Architect
6 18 (8.49%) SQL Developer
7 16 (7.55%) Data Analyst
8 10 (4.72%) Oracle Developer
9 9 (4.25%) Credit Risk Analyst
10 8 (3.77%) Database Developer
10 8 (3.77%) SAS Analyst
10 8 (3.77%) Business Intelligence Developer
11 7 (3.30%) Senior Analyst
11 7 (3.30%) Java Developer
11 7 (3.30%) ETL Architect
12 6 (2.83%) Senior Business Analyst
12 6 (2.83%) Technical Analyst
12 6 (2.83%) Consultant
12 6 (2.83%) Technical Business Analyst
13 5 (2.36%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 31 (14.62%) XML
2 24 (11.32%) Web Services
3 22 (10.38%) HTML
4 20 (9.43%) Hibernate
5 18 (8.49%) DHTML
6 17 (8.02%) XSL
7 11 (5.19%) JSP
7 11 (5.19%) CSS
8 10 (4.72%) JPA
9 9 (4.25%) EJB
9 9 (4.25%) Servlets
9 9 (4.25%) Itk
10 8 (3.77%) XSLT
10 8 (3.77%) Spring
11 5 (2.36%) Ajax
11 5 (2.36%) .NET
11 5 (2.36%) J2EE
12 4 (1.89%) JDBC
12 4 (1.89%) JMS
12 4 (1.89%) JNDI
Miscellaneous
1 30 (14.15%) Analytical Skills
2 16 (7.55%) Data Integration
3 9 (4.25%) Thin Client
3 9 (4.25%) Credit Risk
3 9 (4.25%) Fat Client
4 8 (3.77%) Data Structures
5 6 (2.83%) Data Extraction
6 5 (2.36%) Management Information System
6 5 (2.36%) Mainframe
6 5 (2.36%) VSAM
7 4 (1.89%) GIS
7 4 (1.89%) DTCC
8 3 (1.42%) Reference Data
8 3 (1.42%) Enterprise Software
8 3 (1.42%) Computer Science
9 2 (0.94%) Equities
9 2 (0.94%) Smart Meter
9 2 (0.94%) User Experience
9 2 (0.94%) Data Centre
9 2 (0.94%) Data Conversion
Operating Systems
1 33 (15.57%) UNIX
2 15 (7.08%) Linux
3 8 (3.77%) Windows
4 2 (0.94%) Oracle Linux
5 1 (0.47%) Apple iOS
Processes & Methodologies
1 45 (21.23%) Agile Software Development
2 38 (17.92%) Data Analysis
3 33 (15.57%) ETL
4 32 (15.09%) UML
5 31 (14.62%) SDLC
6 30 (14.15%) Logical Data Model
7 27 (12.74%) Business Intelligence
8 26 (12.26%) Performance Tuning
9 23 (10.85%) Use Case
10 22 (10.38%) Workflow
11 21 (9.91%) Data Management
11 21 (9.91%) SOA
11 21 (9.91%) Business Analysis
12 20 (9.43%) Migration
13 18 (8.49%) OO
14 17 (8.02%) Project Management
15 14 (6.60%) Root Cause Analysis
16 13 (6.13%) Physical Data Model
16 13 (6.13%) Data Migration
17 12 (5.66%) CRM
Programming Languages
1 83 (39.15%) SQL
2 47 (22.17%) Java
3 35 (16.51%) PL/SQL
4 27 (12.74%) JavaScript
5 13 (6.13%) C#
6 12 (5.66%) C++
7 11 (5.19%) VBA
8 9 (4.25%) C
9 8 (3.77%) Tcl
9 8 (3.77%) Perl
9 8 (3.77%) XPath
10 5 (2.36%) ABAP
11 4 (1.89%) Shell Script
12 2 (0.94%) T-SQL
13 1 (0.47%) VB
13 1 (0.47%) VB.NET
13 1 (0.47%) Ruby
13 1 (0.47%) Python
13 1 (0.47%) ActionScript
13 1 (0.47%) Scala
Qualifications
1 17 (8.02%) Degree
2 8 (3.77%) Security Cleared
3 5 (2.36%) SC Cleared
3 5 (2.36%) ISEB
4 2 (0.94%) MOS
5 1 (0.47%) Microsoft Certification
Quality Assurance & Compliance
1 12 (5.66%) Data Quality
2 6 (2.83%) QA
3 4 (1.89%) FATCA
3 4 (1.89%) EMIR
3 4 (1.89%) Dodd-Frank
4 3 (1.42%) MiFID
System Software
1 2 (0.94%) Oracle RAC
Systems Management
1 3 (1.42%) Control-M
2 2 (0.94%) HP Quality Center
Vendors
1 76 (35.85%) Oracle
2 20 (9.43%) Informatica
3 14 (6.60%) Sybase
4 13 (6.13%) SAP
4 13 (6.13%) Microsoft
5 8 (3.77%) Cognos
5 8 (3.77%) webMethods
6 4 (1.89%) Charles River
6 4 (1.89%) CA
7 3 (1.42%) Tableau
7 3 (1.42%) Perforce
7 3 (1.42%) Google
7 3 (1.42%) IBM
8 2 (0.94%) HP
8 2 (0.94%) Trillium
8 2 (0.94%) Teradata
9 1 (0.47%) GoldenSource
9 1 (0.47%) Pega
9 1 (0.47%) Ab Initio
9 1 (0.47%) Misys
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