The table below looks at the statistics 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 20 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
20 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 31 39 49
Rank change year-on-year
+8 +10
Permanent jobs citing Data Modelling 89 65 31
As % of all permanent IT jobs located in Glasgow 6.31% 5.59% 3.38%
As % of the Processes & Methodologies category 7.52% 7.00% 4.51%
Number of salaries quoted 34 39 15
Average salary £42,500 £45,000 £27,500
Average salary % change year-on-year
-5.55% +63.63%
UK excluding London average salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
Data Modelling
Scotland

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

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
1183 928 688
As % of all permanent IT jobs located in Glasgow 83.90% 79.79% 75.11%
Number of salaries quoted 710 628 441
Average salary £40,000 £42,500 £37,500
Average salary % change year-on-year
-5.88% +13.33%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Data Modelling
Jobs Demand Trend in Glasgow

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.

Data Modelling Jobs Demand Trend in Glasgow

Data Modelling
Salary Trend in Glasgow

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

Data Modelling Salary Trend in Glasgow

Data Modelling
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Modelling across the Glasgow region over the 3 months to 20 August 2014.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 20 August 2014, 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 75 (59.06%) Relational Database
2 69 (54.33%) XML
3 64 (50.39%) Java
4 57 (44.88%) Derivative
5 56 (44.09%) RDBMS
6 55 (43.31%) Agile Software Development
7 54 (42.52%) Multithreading
8 53 (41.73%) OO
9 52 (40.94%) SQL
10 48 (37.80%) Continuous Improvement
11 47 (37.01%) OOP
11 47 (37.01%) Foreign Exchange (FX)
11 47 (37.01%) XML Messaging
11 47 (37.01%) Scrum
11 47 (37.01%) Back Office
12 35 (27.56%) Finance
13 28 (22.05%) Microsoft
14 27 (21.26%) SQL Server
15 25 (19.69%) Change Management
15 25 (19.69%) Data Analysis
16 24 (18.90%) Oracle
17 23 (18.11%) Business Intelligence
18 21 (16.54%) Data Warehouse
19 19 (14.96%) Software Engineering
20 18 (14.17%) Data Architecture
20 18 (14.17%) Performance Tuning
21 16 (12.60%) UNIX
22 13 (10.24%) PL/SQL
22 13 (10.24%) UML
22 13 (10.24%) ETL

Data Modelling
Top Related IT Skills in Glasgow by Category

For the 6 months to 20 August 2014, 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 Platforms
1 6 (4.72%) WebSphere
2 5 (3.94%) SAS
3 2 (1.57%) Tomcat
3 2 (1.57%) WebSphere Application Server
4 1 (0.79%) WebLogic
Applications
1 1 (0.79%) MS Project
1 1 (0.79%) MS Excel
1 1 (0.79%) MS Visio
1 1 (0.79%) Spreadsheet
Business Applications
1 1 (0.79%) Agresso
Communications & Networking
1 1 (0.79%) HTTPS
1 1 (0.79%) SSL
Database & Business Intelligence
1 75 (59.06%) Relational Database
2 56 (44.09%) RDBMS
3 27 (21.26%) SQL Server
4 21 (16.54%) Data Warehouse
5 10 (7.87%) SQL Server Reporting Services
5 10 (7.87%) SQL Server Integration Services
5 10 (7.87%) Oracle Database
6 7 (5.51%) Big Data
7 6 (4.72%) DataStage
7 6 (4.72%) QlikView
7 6 (4.72%) Oracle Database 11g
8 4 (3.15%) Oracle OLAP
8 4 (3.15%) SAP Data Services
8 4 (3.15%) Oracle Database 10g
8 4 (3.15%) BusinessObjects
8 4 (3.15%) OLAP
9 2 (1.57%) Data Mart
10 1 (0.79%) OLTP
10 1 (0.79%) SQL Server Analysis Services
Development Applications
1 9 (7.09%) ERwin
2 8 (6.30%) PowerDesigner
3 1 (0.79%) Visual Studio
3 1 (0.79%) Toad
General
1 47 (37.01%) Back Office
2 35 (27.56%) Finance
3 13 (10.24%) Banking
4 7 (5.51%) Games
4 7 (5.51%) Investment Banking
5 2 (1.57%) Marketing
6 1 (0.79%) Front Office
6 1 (0.79%) Retail Banking
6 1 (0.79%) Private Banking
6 1 (0.79%) Retail
Job Titles
1 73 (57.48%) Developer
2 25 (19.69%) Lead Developer
3 21 (16.54%) Analyst
3 21 (16.54%) Architect
4 10 (7.87%) Data Modeller
4 10 (7.87%) Database Architect
5 9 (7.09%) SQL Developer
5 9 (7.09%) Business Analyst
6 8 (6.30%) Software Engineer
7 7 (5.51%) Java Software Engineer
8 6 (4.72%) Data Analyst
9 4 (3.15%) Java Developer
9 4 (3.15%) Data Architect
9 4 (3.15%) Analyst Programmer
9 4 (3.15%) Programmer
9 4 (3.15%) Business Intelligence Developer
9 4 (3.15%) Designer
10 3 (2.36%) Sybase Developer
10 3 (2.36%) Agile Java Developer
10 3 (2.36%) Senior Developer
Libraries, Frameworks & Software Standards
1 69 (54.33%) XML
2 47 (37.01%) XML Messaging
3 11 (8.66%) Web Services
4 8 (6.30%) HTML
5 5 (3.94%) J2EE
5 5 (3.94%) JMS
6 4 (3.15%) Middleware
6 4 (3.15%) jQuery
6 4 (3.15%) Ajax
7 2 (1.57%) REST
7 2 (1.57%) JSP
8 1 (0.79%) SOAP
8 1 (0.79%) ASP.NET
8 1 (0.79%) .NET
8 1 (0.79%) .NET Framework
8 1 (0.79%) WPF
8 1 (0.79%) Silverlight
Miscellaneous
1 57 (44.88%) Derivative
2 47 (37.01%) Foreign Exchange (FX)
3 11 (8.66%) Management Information System
4 9 (7.09%) Fixed Income
5 7 (5.51%) Clustering
5 7 (5.51%) N-Tier
5 7 (5.51%) Open Source
5 7 (5.51%) Enterprise Software
6 4 (3.15%) Data Integration
7 2 (1.57%) Computer Science
7 2 (1.57%) Reference Data
7 2 (1.57%) Equities
7 2 (1.57%) Credit Derivative
Operating Systems
1 16 (12.60%) UNIX
2 11 (8.66%) Linux
3 2 (1.57%) Solaris
4 1 (0.79%) Windows
Processes & Methodologies
1 55 (43.31%) Agile Software Development
2 54 (42.52%) Multithreading
3 53 (41.73%) OO
4 48 (37.80%) Continuous Improvement
5 47 (37.01%) OOP
5 47 (37.01%) Scrum
6 25 (19.69%) Data Analysis
6 25 (19.69%) Change Management
7 23 (18.11%) Business Intelligence
8 19 (14.96%) Software Engineering
9 18 (14.17%) Data Architecture
9 18 (14.17%) Performance Tuning
10 13 (10.24%) ETL
10 13 (10.24%) UML
11 11 (8.66%) Web Development
12 9 (7.09%) CRM
12 9 (7.09%) Metadata Management
13 8 (6.30%) Business Analysis
14 7 (5.51%) Data Management
14 7 (5.51%) Project Management
Programming Languages
1 64 (50.39%) Java
2 52 (40.94%) SQL
3 13 (10.24%) PL/SQL
4 8 (6.30%) VB
4 8 (6.30%) Scala
5 7 (5.51%) JavaScript
6 6 (4.72%) T-SQL
7 5 (3.94%) Perl
8 4 (3.15%) PHP
9 3 (2.36%) C#
9 3 (2.36%) C++
9 3 (2.36%) Shell Script
10 1 (0.79%) Python
10 1 (0.79%) VBScript
Qualifications
1 3 (2.36%) Degree
2 1 (0.79%) Oracle Certification
2 1 (0.79%) Sun Certification
2 1 (0.79%) PMP
2 1 (0.79%) PMI Certification
2 1 (0.79%) OCPJP
Quality Assurance & Compliance
1 7 (5.51%) QA
2 2 (1.57%) Data Quality
Systems Management
1 1 (0.79%) Control-M
1 1 (0.79%) HP Quality Center
Vendors
1 28 (22.05%) Microsoft
2 24 (18.90%) Oracle
3 10 (7.87%) Sybase
3 10 (7.87%) Cognos
4 8 (6.30%) Business Objects
5 7 (5.51%) Informatica
5 7 (5.51%) MicroStrategy
6 4 (3.15%) Ab Initio
6 4 (3.15%) SAP
7 1 (0.79%) HP
7 1 (0.79%) BEA
7 1 (0.79%) Hyperion
7 1 (0.79%) Mantas
7 1 (0.79%) Actimize
7 1 (0.79%) Pega
7 1 (0.79%) webMethods
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