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 salaries offered in IT jobs that have cited Data Modelling over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 86 69 65
Rank change year-on-year
-17 -4
Permanent jobs citing Data Modelling 29 36 50
As % of all permanent IT jobs located in Glasgow 2.27% 2.84% 3.72%
As % of the Processes & Methodologies category 2.43% 3.17% 4.17%
Number of salaries quoted 16 19 9
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £41,250 £35,800 £38,500
10% offered a salary of more than £53,000 £63,300 £47,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
1195 1135 1199
As % of all permanent IT jobs located in Glasgow 93.58% 89.51% 89.21%
Number of salaries quoted 615 717 786
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £33,750 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Data Modelling as a proportion of all IT jobs with a match in 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 25 June 2016.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 June 2016, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Data Modelling.

1 43 (59.72%) SQL
1 43 (59.72%) Finance
2 36 (50.00%) Business Intelligence
3 32 (44.44%) Data Warehouse
4 24 (33.33%) Banking
5 22 (30.56%) Oracle
5 22 (30.56%) Data Analysis
6 20 (27.78%) ETL
7 19 (26.39%) Asset Management
7 19 (26.39%) BusinessObjects
8 18 (25.00%) Oracle Database
9 16 (22.22%) Analytical Skills
9 16 (22.22%) Dimensional Modelling
10 15 (20.83%) Stakeholder Management
10 15 (20.83%) Agile Software Development
10 15 (20.83%) Cognos
11 14 (19.44%) Oracle Database 10g
11 14 (19.44%) Logical Data Model
12 13 (18.06%) ETL Development
12 13 (18.06%) Oracle ODI
12 13 (18.06%) Oracle Database 11g
12 13 (18.06%) Technical Architecture
12 13 (18.06%) Informatica
12 13 (18.06%) PowerCenter
13 12 (16.67%) Data Management
13 12 (16.67%) Teradata
13 12 (16.67%) DataStage
13 12 (16.67%) Sybase
13 12 (16.67%) Degree
13 12 (16.67%) Tableau

Data Modelling
Top Related IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (8.33%) SAS
2 5 (6.94%) GemFire
2 5 (6.94%) MQSeries
3 1 (1.39%) Apache Spark
Applications
1 6 (8.33%) MS Excel
2 2 (2.78%) MS Office
Business Applications
1 1 (1.39%) Oracle 11i
1 1 (1.39%) Oracle Applications
1 1 (1.39%) Oracle EBS
1 1 (1.39%) Oracle EBS R12
1 1 (1.39%) SAP BPC
Communications & Networking
1 5 (6.94%) Internet
Database & Business Intelligence
1 32 (44.44%) Data Warehouse
2 19 (26.39%) BusinessObjects
3 18 (25.00%) Oracle Database
4 14 (19.44%) Oracle Database 10g
5 13 (18.06%) Oracle Database 11g
5 13 (18.06%) Oracle ODI
5 13 (18.06%) PowerCenter
6 12 (16.67%) DataStage
7 11 (15.28%) BODI
8 10 (13.89%) Relational Database
9 9 (12.50%) RDBMS
10 8 (11.11%) Big Data
11 7 (9.72%) SQL Server
12 6 (8.33%) Enterprise Data Warehouse
13 5 (6.94%) Oracle BI EE
13 5 (6.94%) QlikView
14 4 (5.56%) BusinessObjects XI
14 4 (5.56%) Oracle Reports
15 2 (2.78%) Crystal Reports
15 2 (2.78%) Data Mining
Development Applications
1 10 (13.89%) JIRA
2 9 (12.50%) JUnit
3 5 (6.94%) Ant
3 5 (6.94%) Cucumber
3 5 (6.94%) HP UFT
3 5 (6.94%) Jenkins
3 5 (6.94%) Maven
3 5 (6.94%) Selenium
3 5 (6.94%) Subversion
4 3 (4.17%) Git (software)
4 3 (4.17%) IntelliJ
5 1 (1.39%) ERwin
5 1 (1.39%) JDeveloper
5 1 (1.39%) MagicDraw
5 1 (1.39%) Oracle Forms
5 1 (1.39%) Visual Studio
General
1 43 (59.72%) Finance
2 24 (33.33%) Banking
3 10 (13.89%) Private Banking
3 10 (13.89%) Retail
4 5 (6.94%) Financial Institution
5 3 (4.17%) Legal
6 2 (2.78%) Marketing
6 2 (2.78%) Publishing
Job Titles
1 20 (27.78%) Analyst
2 17 (23.61%) Developer
3 13 (18.06%) Consultant
4 12 (16.67%) Business Intelligence Consultant
5 11 (15.28%) Business Intelligence Developer
6 10 (13.89%) Business Consultant
7 9 (12.50%) Data Modeller
8 6 (8.33%) Business Analyst
9 5 (6.94%) Analyst Programmer
9 5 (6.94%) Build Manager
9 5 (6.94%) Data Analyst
9 5 (6.94%) Data Manager
9 5 (6.94%) Data Quality Manager
9 5 (6.94%) Product Manager
9 5 (6.94%) Product Owner
9 5 (6.94%) Programmer
9 5 (6.94%) Quality Manager
9 5 (6.94%) Technical Leader
10 4 (5.56%) ETL Consultant
10 4 (5.56%) Report Developer
Libraries, Frameworks & Software Standards
1 9 (12.50%) Spring
2 8 (11.11%) JSON
2 8 (11.11%) XML
3 6 (8.33%) J2EE
3 6 (8.33%) REST
3 6 (8.33%) SOAP
4 5 (6.94%) .NET
4 5 (6.94%) CSS
4 5 (6.94%) Drools
4 5 (6.94%) Ehcache
4 5 (6.94%) Ext JS
4 5 (6.94%) HTML
4 5 (6.94%) JMS
5 4 (5.56%) .NET Framework
5 4 (5.56%) XML Schema
6 3 (4.17%) AngularJS
6 3 (4.17%) JSP
6 3 (4.17%) Pyramid
6 3 (4.17%) XSD
6 3 (4.17%) XSLT
Miscellaneous
1 16 (22.22%) Analytical Skills
2 6 (8.33%) Management Information System
3 5 (6.94%) Data Integration
3 5 (6.94%) Visualisation
4 4 (5.56%) Taxonomies
5 3 (4.17%) Computer Science
5 3 (4.17%) Derivative
5 3 (4.17%) Equity Derivative
5 3 (4.17%) OTC Derivatives
6 2 (2.78%) Data Centre
7 1 (1.39%) Data Structures
7 1 (1.39%) Enterprise Software
Operating Systems
1 8 (11.11%) Windows
2 7 (9.72%) Unix
3 3 (4.17%) Linux
3 3 (4.17%) Windows Server
Processes & Methodologies
1 36 (50.00%) Business Intelligence
2 22 (30.56%) Data Analysis
3 20 (27.78%) ETL
4 19 (26.39%) Asset Management
5 16 (22.22%) Dimensional Modelling
6 15 (20.83%) Agile Software Development
6 15 (20.83%) Stakeholder Management
7 14 (19.44%) Logical Data Model
8 13 (18.06%) ETL Development
8 13 (18.06%) Technical Architecture
9 12 (16.67%) Data Management
10 10 (13.89%) Analytics
10 10 (13.89%) Wealth Management
11 8 (11.11%) Coaching
11 8 (11.11%) Data Architecture
11 8 (11.11%) Metadata Management
12 7 (9.72%) Data Governance
12 7 (9.72%) Physical Data Model
13 6 (8.33%) Master Data Management
13 6 (8.33%) Performance Tuning
Programming Languages
1 43 (59.72%) SQL
2 11 (15.28%) Java
3 10 (13.89%) PL/SQL
3 10 (13.89%) Python
4 7 (9.72%) Perl
5 6 (8.33%) JavaScript
6 5 (6.94%) C#
6 5 (6.94%) Jython
6 5 (6.94%) PowerShell
7 4 (5.56%) C++
8 2 (2.78%) T-SQL
9 1 (1.39%) VB.NET
Qualifications
1 12 (16.67%) Degree
2 5 (6.94%) CCA
3 1 (1.39%) ITIL Certification
Quality Assurance & Compliance
1 11 (15.28%) Data Quality
2 4 (5.56%) QA
Vendors
1 22 (30.56%) Oracle
2 15 (20.83%) Cognos
3 13 (18.06%) Informatica
4 12 (16.67%) Sybase
4 12 (16.67%) Tableau
4 12 (16.67%) Teradata
5 7 (9.72%) Microsoft
5 7 (9.72%) MicroStrategy
6 3 (4.17%) Thunderhead
7 2 (2.78%) SAP
8 1 (1.39%) CA
8 1 (1.39%) Cloudera
8 1 (1.39%) Perforce
Glasgow
JP Morgan Glasgow
Salary: Competitive
Posted: 8 days ago
Glasgow City Centre
JP Morgan Glasgow
Salary: Competitive + full benefits
Posted: 18 days ago