The first table below looks at the demand for Data Modelling skills in IT jobs advertised for the Glasgow region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 21 May 2013 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the Glasgow region.

Location
3 months to
21 May 2013
Same period 2012 Same period 2011
Data Modeling
Rank 41 62 61
Rank change year-on-year
+21 -1
Permanent jobs citing Data Modelling 60 15 23
As % of all permanent IT jobs located in Glasgow 5.115% 1.775% 2.403%
As % of the Processes & Methodologies category 7.051% 2.591% 3.034%
Number of salaries quoted 21 9 18
Average salary £45,000 £45,000 £45,000
90% offered a salary of more than £35,000 £32,700 £36,000
10% offered a salary of more than £51,000 £50,500 £52,500
UK excluding London average salary £45,000 £45,000 £45,000
All Processes & Methodologies
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
851 579 758
As % of all permanent IT jobs located in Glasgow 72.55% 68.52% 79.21%
Number of salaries quoted 489 437 576
Average salary £41,000 £38,000 £42,500
Average salary % change year-on-year
+7.89% -10.58%
90% offered a salary of more than £30,000 £27,300 £29,500
10% offered a salary of more than £55,000 £57,500 £54,100
UK excluding London average salary £40,000 £41,000 £40,000
% change year-on-year
-2.43% +2.50%
Data Modelling
Scotland

Data Modelling
Jobs Demand Trend

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

Glasgow Data Modelling Jobs Demand Trend

Data Modelling
Salary Trend

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

Glasgow Data Modelling Salary Trend

Data Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Modelling across the Glasgow region over the 3 months to 21 May 2013.

Glasgow Data Modelling Salary Histogram

Data Modelling
Top 30 Related IT Skills

For the 6 months to 21 May 2013, IT 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 IT job ads sampled that cited Data Modelling.

1 66 (64.08%) Finance
2 57 (55.34%) SQL
3 49 (47.57%) Java
4 45 (43.69%) XML
5 44 (42.72%) UNIX
5 44 (42.72%) Agile Software Development
6 39 (37.86%) Banking
6 39 (37.86%) Spring
7 35 (33.98%) Hibernate
8 33 (32.04%) Oracle
9 31 (30.10%) Business Intelligence
10 30 (29.13%) Data Warehouse
11 28 (27.18%) JMS
12 26 (25.24%) N-Tier
13 25 (24.27%) JSP
13 25 (24.27%) PL/SQL
13 25 (24.27%) Scrum
13 25 (24.27%) Unit Testing
14 24 (23.30%) Multithreading
15 23 (22.33%) Ajax
15 23 (22.33%) Web Services
15 23 (22.33%) OO
16 22 (21.36%) ETL
16 22 (21.36%) Private Banking
16 22 (21.36%) Product Management
17 21 (20.39%) Enterprise Software
17 21 (20.39%) Sybase
17 21 (20.39%) Extreme Programming
18 20 (19.42%) Servlets
18 20 (19.42%) Eclipse

Data Modelling
Top Related IT Skills by Category

For the 6 months to 21 May 2013, IT 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 IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Development
1 45 (43.69%) XML
2 39 (37.86%) Spring
3 35 (33.98%) Hibernate
4 28 (27.18%) JMS
5 25 (24.27%) JSP
6 23 (22.33%) Ajax
6 23 (22.33%) Web Services
7 20 (19.42%) Servlets
8 17 (16.50%) .NET
9 12 (11.65%) SOAP
9 12 (11.65%) HTML
9 12 (11.65%) Ext JS
10 11 (10.68%) .NET Framework
10 11 (10.68%) XSLT
11 9 (8.738%) J2EE
11 9 (8.738%) JSTL
12 8 (7.767%) Struts
12 8 (7.767%) JDBC
12 8 (7.767%) Java RMI
13 7 (6.796%) jQuery
Application Platforms
1 19 (18.45%) Tomcat
2 1 (0.971%) Apache
2 1 (0.971%) ESB
2 1 (0.971%) Mule
Applications
1 8 (7.767%) MS Excel
2 5 (4.854%) Windchill
Communications & Networking
1 7 (6.796%) HTTP
Database & Business Intelligence
1 30 (29.13%) Data Warehouse
2 19 (18.45%) RDBMS
3 18 (17.48%) SQL Server
4 11 (10.68%) Oracle 11g
4 11 (10.68%) Oracle 10g
5 6 (5.825%) Oracle OLAP
5 6 (5.825%) OLAP
6 5 (4.854%) Data Mart
6 5 (4.854%) TOAD
7 1 (0.971%) DataStage
7 1 (0.971%) Oracle OWB
7 1 (0.971%) SQL Server Reporting Services
7 1 (0.971%) Data Mining
7 1 (0.971%) SQL Server Integration Services
7 1 (0.971%) BusinessObjects XI
7 1 (0.971%) SQL Server Analysis Services
7 1 (0.971%) NoSQL
7 1 (0.971%) Big Data
Development Applications
1 20 (19.42%) Eclipse
2 18 (17.48%) Maven
3 15 (14.56%) Subversion
4 14 (13.59%) JIRA
5 11 (10.68%) Oracle APEX
6 9 (8.738%) Ant
7 8 (7.767%) JUnit
7 8 (7.767%) CruiseControl
8 5 (4.854%) JDeveloper
9 3 (2.913%) MagicDraw
10 2 (1.942%) PowerDesigner
11 1 (0.971%) PVCS
General
1 66 (64.08%) Finance
2 39 (37.86%) Banking
3 22 (21.36%) Private Banking
4 12 (11.65%) Telecoms
5 10 (9.709%) Aerospace
6 8 (7.767%) Financial Institution
7 4 (3.883%) Investment Banking
7 4 (3.883%) Retail
8 1 (0.971%) Back Office
Job Titles
1 56 (54.37%) Developer
2 32 (31.07%) Java Developer
3 16 (15.53%) Analyst
4 13 (12.62%) Architect
5 12 (11.65%) Systems Analyst
6 11 (10.68%) .NET Developer
7 10 (9.709%) Oracle Developer
7 10 (9.709%) Business Analyst
8 6 (5.825%) Designer
8 6 (5.825%) Oracle Architect
9 5 (4.854%) Lead Developer
9 5 (4.854%) Business Systems Analyst
9 5 (4.854%) Data Warehouse Architect
10 4 (3.883%) Oracle DBA
10 4 (3.883%) DBA
11 3 (2.913%) Administrator
11 3 (2.913%) Database Developer
11 3 (2.913%) ScrumMaster
12 2 (1.942%) Agile Java Developer
12 2 (1.942%) Architecture Manager
Miscellaneous
1 26 (25.24%) N-Tier
2 21 (20.39%) Enterprise Software
3 16 (15.53%) Clustering
4 12 (11.65%) Computer Science
5 10 (9.709%) Management Information System
6 9 (8.738%) Open Source
7 7 (6.796%) Data Integration
8 6 (5.825%) Client/Server
9 5 (4.854%) Web 2.0
10 3 (2.913%) Hedge funds
11 2 (1.942%) Derivative
11 2 (1.942%) Taxonomies
11 2 (1.942%) Ontologies
11 2 (1.942%) Fixed Income
Operating Systems
1 44 (42.72%) UNIX
2 12 (11.65%) Linux
3 1 (0.971%) AIX
3 1 (0.971%) Solaris
3 1 (0.971%) Red Hat Enterprise Linux
Processes & Methodologies
1 44 (42.72%) Agile Software Development
2 31 (30.10%) Business Intelligence
3 25 (24.27%) Scrum
3 25 (24.27%) Unit Testing
4 24 (23.30%) Multithreading
5 23 (22.33%) OO
6 22 (21.36%) ETL
6 22 (21.36%) Product Management
7 21 (20.39%) Extreme Programming
8 19 (18.45%) SOA
8 19 (18.45%) Data Management
9 16 (15.53%) UML
10 15 (14.56%) TDD
11 13 (12.62%) Master Data Management
12 12 (11.65%) Web Development
13 11 (10.68%) OOD
13 11 (10.68%) Data Analysis
14 9 (8.738%) Wealth Management
14 9 (8.738%) Waterfall
14 9 (8.738%) Analytics
Programming Languages
1 57 (55.34%) SQL
2 49 (47.57%) Java
3 25 (24.27%) PL/SQL
4 10 (9.709%) C#
5 8 (7.767%) T-SQL
5 8 (7.767%) JavaScript
6 5 (4.854%) VB
7 1 (0.971%) Python
Qualifications
1 17 (16.50%) Degree
2 1 (0.971%) Sun Certification
System Software
1 1 (0.971%) Oracle RMAN
1 1 (0.971%) Oracle RAC
Systems Management
1 10 (9.709%) BMC PATROL
2 1 (0.971%) Legato
2 1 (0.971%) Foglight
2 1 (0.971%) Data Guard
Vendors
1 33 (32.04%) Oracle
2 21 (20.39%) Sybase
3 10 (9.709%) Microsoft
4 5 (4.854%) Pega
5 3 (2.913%) Hyperion
6 2 (1.942%) Business Objects
7 1 (0.971%) Red Hat
7 1 (0.971%) TIBCO
7 1 (0.971%) IBM
7 1 (0.971%) Sun
7 1 (0.971%) Cognos
7 1 (0.971%) Casewise
7 1 (0.971%) Wall Street Systems
Glasgow, Lanarkshire
Validation and verification with the business... Desirable Skills Experience of Agile software development Experience of waterfall and iterative development lifecycles, particularly Unified Process Experience of writing user storyboards...
Sopra Group Ltd
Salary: Attractive, plus flexible benefits
Posted: 15 May 2013
Glasgow, Scotland
Strong technical background, Object Oriented design and development experience -Desktop and web development with .NET (C#).-Web development with Java, relational database skills, SPRING/HIBERNATE Framework.-JAVA, JSP/...
Claremont Consulting
Salary: £40000 - £50000 per annum + excellent package
Posted: 16 May 2013
Glasgow, Lanarkshire
Strong technical background, Object Oriented design and development experience -Desktop and web development with .NET (C#). -Web development with Java, relational database skills, SPRING/HIBERNATE Framework. -JAVA, JSP/...
Claremont Consulting Ltd
Salary: £40000 - £50000 per annum + excellent package
Posted: 15 May 2013