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 24 April 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
24 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 39 73 70
Rank change year-on-year
+34 -3
Contract jobs citing Data Modelling 116 60 57
As % of all contract IT jobs located in Scotland 3.83% 2.27% 2.36%
As % of the Processes & Methodologies category 5.03% 3.12% 3.31%
Number of daily rates quoted 53 38 39
Average daily rate
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of your Daily Rate
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£425 £400 £350
Average daily rate % change year-on-year
+6.25% +14.28%
90% offered a daily rate of more than £301 £261 £295
10% offered a daily rate of more than £525 £558 £450
UK excluding London average daily rate £425 £418 £383
% change year-on-year
+1.79% +9.15%
Number of hourly rates quoted 2 0 0
Average hourly rate £20.69 - -
UK excluding London average hourly rate £31.25 £17.50 £37.80
% change year-on-year
+78.57% -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
2308 1925 1724
As % of all contract IT jobs located in Scotland 76.30% 72.83% 71.33%
Number of daily rates quoted 1263 1031 896
Average daily rate £375 £375 £360
Average daily rate % change year-on-year
- +4.16%
90% offered a daily rate of more than £258 £250 £260
10% offered a daily rate of more than £500 £500 £500
UK excluding London average daily rate £393 £375 £363
% change year-on-year
+4.66% +3.44%
Number of hourly rates quoted 60 25 23
Average hourly rate £30.50 £27.09 £40.00
Average hourly rate % change year-on-year
+12.60% -32.28%
90% offered a hourly rate of more than £12.10 £16.50 £10.00
10% offered a hourly rate of more than £40.00 £180.00 £45.00
UK excluding London average hourly rate £30.50 £30.50 £32.00
% change year-on-year
- -4.68%

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 24 April 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 24 April 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 +23 51 £401 +6.80% 2
Edinburgh +8 47 £450 +5.88% 7
Stirling - 5 - -
Aberdeen - 3 £310 -
Renfrewshire - 2 £500 - 2
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 24 April 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 57 (29.69%) Finance
1 57 (29.69%) SQL
1 57 (29.69%) Oracle
2 51 (26.56%) Banking
3 42 (21.88%) Data Analysis
4 39 (20.31%) SQL Server
5 37 (19.27%) Data Warehouse
5 37 (19.27%) ETL
6 36 (18.75%) Agile Software Development
7 35 (18.23%) Business Analysis
8 34 (17.71%) Java
9 30 (15.63%) UML
9 30 (15.63%) Business Intelligence
10 27 (14.06%) Project Management
11 26 (13.54%) Data Management
12 24 (12.50%) Web Services
13 23 (11.98%) XML
13 23 (11.98%) Relational Database
14 22 (11.46%) PL/SQL
14 22 (11.46%) BPMN
15 19 (9.90%) Logical Data Model
16 17 (8.85%) Business Objects
16 17 (8.85%) Use Case
17 16 (8.33%) Degree
17 16 (8.33%) Data Integration
17 16 (8.33%) PRINCE2
17 16 (8.33%) ISEB
17 16 (8.33%) GAP Analysis
17 16 (8.33%) Informatica
17 16 (8.33%) Analytical Skills

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 24 April 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 13 (6.77%) SAS
2 4 (2.08%) JBoss
3 3 (1.56%) MQSeries
4 2 (1.04%) Tomcat
4 2 (1.04%) SharePoint
5 1 (0.52%) NetWeaver
5 1 (0.52%) FileNet
5 1 (0.52%) Oracle Workflow
Applications
1 13 (6.77%) MS Excel
2 9 (4.69%) MS Visio
3 3 (1.56%) MS PowerPoint
3 3 (1.56%) MS Office
4 2 (1.04%) Siemens NX
5 1 (0.52%) SPSS
5 1 (0.52%) AutoCAD
5 1 (0.52%) MS Project
Business Applications
1 7 (3.65%) Loan IQ
2 3 (1.56%) Cognos Business Intelligence
2 3 (1.56%) SAP IS-U
2 3 (1.56%) Teamcenter
2 3 (1.56%) Markit EDM
3 2 (1.04%) Maximo
4 1 (0.52%) SAP Oil and Gas
4 1 (0.52%) Oracle BPM
Cloud Services
1 1 (0.52%) Google Analytics
1 1 (0.52%) Cloud Computing
Communications & Networking
1 1 (0.52%) HTTP
Database & Business Intelligence
1 39 (20.31%) SQL Server
2 37 (19.27%) Data Warehouse
3 23 (11.98%) Relational Database
4 15 (7.81%) Oracle Database
5 11 (5.73%) MS Access
6 9 (4.69%) SQL Server Integration Services
6 9 (4.69%) DB2
6 9 (4.69%) BusinessObjects
6 9 (4.69%) SQL Server 2008
6 9 (4.69%) SAP Data Services
7 8 (4.17%) SAP BW
8 7 (3.65%) SQL Server Reporting Services
8 7 (3.65%) PowerCenter
8 7 (3.65%) RDBMS
9 6 (3.13%) QlikView
10 5 (2.60%) BusinessObjects Web Intelligence
10 5 (2.60%) Data Mining
10 5 (2.60%) NoSQL
11 4 (2.08%) SAP HANA
11 4 (2.08%) SQL Server 2012
Development Applications
1 9 (4.69%) ERwin
2 7 (3.65%) Toad
3 6 (3.13%) Eclipse
4 4 (2.08%) PowerDesigner
5 3 (1.56%) Oracle APEX
6 2 (1.04%) JDeveloper
7 1 (0.52%) Visual Studio
7 1 (0.52%) Team Foundation Server
General
1 57 (29.69%) Finance
2 51 (26.56%) Banking
3 12 (6.25%) Investment Banking
4 11 (5.73%) Retail
5 4 (2.08%) Back Office
6 3 (1.56%) Financial Institution
7 2 (1.04%) Aerospace
7 2 (1.04%) Manufacturing
7 2 (1.04%) Telecoms
8 1 (0.52%) Retail Banking
8 1 (0.52%) Local Government
8 1 (0.52%) Advertising
Job Titles
1 78 (40.63%) Analyst
2 50 (26.04%) Business Analyst
3 48 (25.00%) Developer
4 38 (19.79%) Architect
5 24 (12.50%) Data Analyst
6 21 (10.94%) Data Architect
7 14 (7.29%) Solutions Architect
8 11 (5.73%) SQL Developer
8 11 (5.73%) Enterprise Architect
8 11 (5.73%) Designer
9 9 (4.69%) Enterprise Data Architect
10 8 (4.17%) Business Intelligence Developer
11 7 (3.65%) Systems Analyst
11 7 (3.65%) Solutions Designer
11 7 (3.65%) ETL Architect
12 6 (3.13%) Consultant
12 6 (3.13%) UML Business Analyst
12 6 (3.13%) Credit Risk Analyst
13 5 (2.60%) Technical Analyst
13 5 (2.60%) Data Modeller
Libraries, Frameworks & Software Standards
1 24 (12.50%) Web Services
2 23 (11.98%) XML
3 14 (7.29%) HTML
4 13 (6.77%) Hibernate
5 8 (4.17%) CSS
5 8 (4.17%) JSP
6 7 (3.65%) JPA
7 6 (3.13%) EJB
7 6 (3.13%) XSL
7 6 (3.13%) Servlets
7 6 (3.13%) SOAP
7 6 (3.13%) DHTML
8 5 (2.60%) Spring
8 5 (2.60%) HTML5
9 4 (2.08%) Apache CXF
10 3 (1.56%) JSF
10 3 (1.56%) Ajax
10 3 (1.56%) .NET
10 3 (1.56%) Drools
11 2 (1.04%) Java SE
Miscellaneous
1 16 (8.33%) Data Integration
1 16 (8.33%) Analytical Skills
2 6 (3.13%) Credit Risk
2 6 (3.13%) Reference Data
2 6 (3.13%) Data Extraction
3 5 (2.60%) Enterprise Software
4 4 (2.08%) Management Information System
4 4 (2.08%) Computer Science
5 3 (1.56%) DTCC
6 2 (1.04%) Data Structures
6 2 (1.04%) User Experience
6 2 (1.04%) N-Tier
6 2 (1.04%) Clustering
6 2 (1.04%) NHS
6 2 (1.04%) Thin Client
6 2 (1.04%) Fat Client
6 2 (1.04%) Web 2.0
7 1 (0.52%) Taxonomies
7 1 (0.52%) Smart Meter
7 1 (0.52%) Social Media
Operating Systems
1 13 (6.77%) UNIX
2 7 (3.65%) Linux
Processes & Methodologies
1 42 (21.88%) Data Analysis
2 37 (19.27%) ETL
3 36 (18.75%) Agile Software Development
4 35 (18.23%) Business Analysis
5 30 (15.63%) UML
5 30 (15.63%) Business Intelligence
6 27 (14.06%) Project Management
7 26 (13.54%) Data Management
8 22 (11.46%) BPMN
9 19 (9.90%) Logical Data Model
10 17 (8.85%) Use Case
11 16 (8.33%) PRINCE2
11 16 (8.33%) GAP Analysis
11 16 (8.33%) Requirements Engineering
12 14 (7.29%) Migration
12 14 (7.29%) OO
13 13 (6.77%) SOA
13 13 (6.77%) Workflow
13 13 (6.77%) Analytics
14 11 (5.73%) Master Data Management
Programming Languages
1 57 (29.69%) SQL
2 34 (17.71%) Java
3 22 (11.46%) PL/SQL
4 10 (5.21%) VBA
5 8 (4.17%) C#
5 8 (4.17%) JavaScript
6 5 (2.60%) Perl
6 5 (2.60%) ABAP
7 1 (0.52%) T-SQL
7 1 (0.52%) VB
7 1 (0.52%) C++
Qualifications
1 16 (8.33%) Degree
1 16 (8.33%) ISEB
2 7 (3.65%) Security Cleared
3 5 (2.60%) SC Cleared
4 2 (1.04%) IIBA
5 1 (0.52%) PRINCE2 Practitioner
5 1 (0.52%) Microsoft Certification
Quality Assurance & Compliance
1 9 (4.69%) Data Quality
2 4 (2.08%) MiFID
3 3 (1.56%) QA
3 3 (1.56%) EMIR
3 3 (1.56%) Dodd-Frank
4 1 (0.52%) SLA
4 1 (0.52%) FATCA
Vendors
1 57 (29.69%) Oracle
2 17 (8.85%) Business Objects
3 16 (8.33%) Informatica
4 11 (5.73%) SAP
4 11 (5.73%) Sybase
5 8 (4.17%) Microsoft
6 7 (3.65%) CA
7 6 (3.13%) Teradata
8 4 (2.08%) Cognos
9 3 (1.56%) IBM
10 2 (1.04%) MicroStrategy
11 1 (0.52%) Netezza
11 1 (0.52%) Google
11 1 (0.52%) GoldenSource
11 1 (0.52%) Salesforce.com
11 1 (0.52%) Ab Initio
11 1 (0.52%) Misys
11 1 (0.52%) Cisco
11 1 (0.52%) Pega
11 1 (0.52%) Tableau
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