The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Glasgow region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 31 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
31 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 30 53 58
Rank change year-on-year
+23 +5
Contract jobs citing Data Modelling 42 22 12
As % of all contract IT jobs located in Glasgow 4.90% 2.69% 1.53%
As % of the Processes & Methodologies category 6.03% 3.36% 2.12%
Number of daily rates quoted 26 15 8
Average daily rate
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of your Daily Rate
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£339 £325 £338
Average daily rate % change year-on-year
+4.23% -3.70%
90% offered a daily rate of more than £288 £278 £275
10% offered a daily rate of more than £418 £453 £450
UK excluding London average daily rate £425 £413 £400
% change year-on-year
+3.03% +3.12%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £42.00 £22.69 £37.80
% change year-on-year
+85.08% -39.96%
Data Modelling
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Contract IT job ads with a match in the
Processes & Methodologies category
697 655 565
As % of all contract IT jobs located in Glasgow 81.33% 79.98% 71.88%
Number of daily rates quoted 348 291 298
Average daily rate £350 £350 £375
Average daily rate % change year-on-year
- -6.66%
90% offered a daily rate of more than £260 £238 £225
10% offered a daily rate of more than £450 £450 £500
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 20 9 10
Average hourly rate £39.00 £17.00 £9.25
Average hourly rate % change year-on-year
+129.41% +83.78%
UK excluding London average hourly rate £30.50 £26.50 £31.00
% change year-on-year
+15.09% -14.51%

Data Modelling
Jobs Demand Trend in Glasgow

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

Data Modelling Jobs Demand Trend in Glasgow

Data Modelling
Daily Rate Trend in Glasgow

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

Data Modelling Daily Rate Trend in Glasgow

Data Modelling
Daily Rate Histogram in Glasgow

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Glasgow region over the 3 months to 31 July 2015.

Data Modelling Daily Rate Histogram in Glasgow

Data Modelling
Hourly Rate Trend in Glasgow

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

Data Modelling Hourly Rate Trend in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 31 July 2015, IT contractor jobs across the Glasgow 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 48 (50.00%) Finance
2 35 (36.46%) SQL
3 34 (35.42%) Oracle
4 27 (28.13%) Data Warehouse
5 23 (23.96%) PL/SQL
6 20 (20.83%) Business Intelligence
6 20 (20.83%) Banking
6 20 (20.83%) Performance Tuning
7 19 (19.79%) XML
8 18 (18.75%) Java
8 18 (18.75%) SDLC
9 17 (17.71%) Analytical Skills
9 17 (17.71%) Web Services
10 16 (16.67%) ETL
11 15 (15.63%) Agile Software Development
12 14 (14.58%) SQL Server
13 13 (13.54%) Oracle Database
14 12 (12.50%) Business Analysis
14 12 (12.50%) SQL Server Integration Services
15 11 (11.46%) Data Management
15 11 (11.46%) SQL Server Reporting Services
15 11 (11.46%) Logical Data Model
15 11 (11.46%) Sybase
15 11 (11.46%) HTML
15 11 (11.46%) JSP
15 11 (11.46%) UNIX
15 11 (11.46%) Hibernate
16 10 (10.42%) JavaScript
16 10 (10.42%) VBA
16 10 (10.42%) Relational Database

Data Modelling
Top Related IT Skills in Glasgow by Category

For the 6 months to 31 July 2015, IT contractor jobs across the Glasgow 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 4 (4.17%) Tomcat
2 3 (3.13%) MQSeries
2 3 (3.13%) SAS
2 3 (3.13%) Oracle Workflow
3 2 (2.08%) FileNet
Applications
1 3 (3.13%) MS PowerPoint
2 2 (2.08%) MS Office
2 2 (2.08%) MS Excel
3 1 (1.04%) MS Visio
Business Applications
1 8 (8.33%) Loan IQ
2 2 (2.08%) Cognos Business Intelligence
2 2 (2.08%) SAP IS-U
2 2 (2.08%) Maximo
3 1 (1.04%) SAP CRM
Database & Business Intelligence
1 27 (28.13%) Data Warehouse
2 14 (14.58%) SQL Server
3 13 (13.54%) Oracle Database
4 12 (12.50%) SQL Server Integration Services
5 11 (11.46%) SQL Server Reporting Services
6 10 (10.42%) Relational Database
7 9 (9.38%) SQL Server 2008
7 9 (9.38%) BusinessObjects
7 9 (9.38%) RDBMS
8 5 (5.21%) Oracle ODI
9 4 (4.17%) Enterprise Data Warehouse
9 4 (4.17%) SAP BW
9 4 (4.17%) DB2
9 4 (4.17%) Oracle Database 11g
10 3 (3.13%) BusinessObjects Web Intelligence
10 3 (3.13%) QlikView
10 3 (3.13%) Cognos Report Studio
10 3 (3.13%) NoSQL
10 3 (3.13%) SAP Data Services
10 3 (3.13%) SAP HANA
Development Applications
1 4 (4.17%) Toad
2 2 (2.08%) JDeveloper
2 2 (2.08%) ERwin
2 2 (2.08%) Maven
2 2 (2.08%) Oracle APEX
2 2 (2.08%) FitNesse
2 2 (2.08%) JUnit
2 2 (2.08%) ClearCase
2 2 (2.08%) Cucumber
3 1 (1.04%) Eclipse
3 1 (1.04%) Axure RP
General
1 48 (50.00%) Finance
2 20 (20.83%) Banking
3 9 (9.38%) Investment Banking
4 3 (3.13%) Financial Institution
5 2 (2.08%) Telecoms
5 2 (2.08%) Aerospace
5 2 (2.08%) Manufacturing
6 1 (1.04%) Legal
Job Titles
1 49 (51.04%) Developer
2 32 (33.33%) Analyst
3 25 (26.04%) Business Analyst
4 11 (11.46%) SQL Developer
5 8 (8.33%) Business Intelligence Developer
6 7 (7.29%) Architect
6 7 (7.29%) Oracle Developer
6 7 (7.29%) Data Architect
7 6 (6.25%) Process Analyst
8 5 (5.21%) Data Analyst
8 5 (5.21%) SQL Server Developer
9 4 (4.17%) Enterprise Architect
9 4 (4.17%) Technical Business Analyst
9 4 (4.17%) Enterprise Data Architect
9 4 (4.17%) Senior Analyst
9 4 (4.17%) Technical Analyst
9 4 (4.17%) Business Process Analyst
10 3 (3.13%) Senior Business Analyst
10 3 (3.13%) Business Developer
10 3 (3.13%) Consultant
Libraries, Frameworks & Software Standards
1 19 (19.79%) XML
2 17 (17.71%) Web Services
3 11 (11.46%) JSP
3 11 (11.46%) HTML
3 11 (11.46%) Hibernate
4 9 (9.38%) EJB
4 9 (9.38%) CSS
4 9 (9.38%) Servlets
4 9 (9.38%) DHTML
4 9 (9.38%) XSL
5 3 (3.13%) Ajax
6 2 (2.08%) JMS
6 2 (2.08%) JDBC
6 2 (2.08%) .NET
6 2 (2.08%) J2EE
6 2 (2.08%) Spring
6 2 (2.08%) JNDI
6 2 (2.08%) REST
7 1 (1.04%) XSD
7 1 (1.04%) DOM
Miscellaneous
1 17 (17.71%) Analytical Skills
2 8 (8.33%) Data Integration
3 5 (5.21%) Data Extraction
4 4 (4.17%) DTCC
5 3 (3.13%) Management Information System
5 3 (3.13%) Enterprise Software
6 2 (2.08%) Web 2.0
6 2 (2.08%) Replication
6 2 (2.08%) Computer Science
6 2 (2.08%) Data Conversion
7 1 (1.04%) Data Protection Act
7 1 (1.04%) Clustering
7 1 (1.04%) Client/Server
7 1 (1.04%) N-Tier
7 1 (1.04%) GIS
7 1 (1.04%) Smart Meter
7 1 (1.04%) Data Structures
7 1 (1.04%) Data Centre
Operating Systems
1 11 (11.46%) UNIX
2 8 (8.33%) Linux
Processes & Methodologies
1 20 (20.83%) Business Intelligence
1 20 (20.83%) Performance Tuning
2 18 (18.75%) SDLC
3 16 (16.67%) ETL
4 15 (15.63%) Agile Software Development
5 12 (12.50%) Business Analysis
6 11 (11.46%) Data Management
6 11 (11.46%) Logical Data Model
7 10 (10.42%) Data Analysis
8 9 (9.38%) Wealth Management
9 8 (8.33%) GAP Analysis
10 7 (7.29%) Requirements Analysis
10 7 (7.29%) Kalman Filter
10 7 (7.29%) Data Architecture
11 6 (6.25%) Data Mapping
11 6 (6.25%) User Acceptance Testing
11 6 (6.25%) Physical Data Model
11 6 (6.25%) Information Management
11 6 (6.25%) Project Management
11 6 (6.25%) SOA
Programming Languages
1 35 (36.46%) SQL
2 23 (23.96%) PL/SQL
3 18 (18.75%) Java
4 10 (10.42%) JavaScript
4 10 (10.42%) VBA
5 8 (8.33%) C#
6 6 (6.25%) Perl
7 3 (3.13%) ABAP
8 2 (2.08%) Shell Script
Qualifications
1 8 (8.33%) Degree
1 8 (8.33%) Security Cleared
2 5 (5.21%) SC Cleared
3 3 (3.13%) ISEB
4 1 (1.04%) Microsoft Certification
4 1 (1.04%) MOS
Quality Assurance & Compliance
1 6 (6.25%) QA
2 2 (2.08%) FATCA
3 1 (1.04%) Data Quality
Systems Management
1 1 (1.04%) Control-M
1 1 (1.04%) HP Quality Center
Vendors
1 34 (35.42%) Oracle
2 11 (11.46%) Sybase
3 8 (8.33%) SAP
3 8 (8.33%) Microsoft
4 7 (7.29%) Informatica
5 4 (4.17%) Cognos
6 3 (3.13%) Charles River
7 1 (1.04%) Perforce
7 1 (1.04%) Ab Initio
7 1 (1.04%) IBM
7 1 (1.04%) Misys
7 1 (1.04%) HP
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