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 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 86 72 67
Rank change year-on-year
-14 -5
Permanent jobs citing Data Modelling 31 28 42
As % of all permanent IT jobs located in Glasgow 2.42% 2.39% 3.13%
As % of the Processes & Methodologies category 2.62% 2.63% 3.55%
Number of salaries quoted 10 17 7
Median salary £48,750 £42,500 £47,000
Median salary % change year-on-year
+14.70% -9.57%
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
1184 1065 1184
As % of all permanent IT jobs located in Glasgow 92.43% 90.72% 88.16%
Number of salaries quoted 654 704 773
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 £32,500 £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 31 May 2016.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 31 May 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 51 (60.71%) SQL
2 50 (59.52%) Finance
3 42 (50.00%) Business Intelligence
4 38 (45.24%) Data Warehouse
5 32 (38.10%) Oracle
6 26 (30.95%) ETL
7 25 (29.76%) BusinessObjects
7 25 (29.76%) Banking
7 25 (29.76%) Oracle Database
8 24 (28.57%) Analytical Skills
8 24 (28.57%) Data Analysis
9 23 (27.38%) Dimensional Modelling
10 22 (26.19%) Asset Management
11 21 (25.00%) Oracle Database 10g
11 21 (25.00%) Informatica
11 21 (25.00%) Stakeholder Management
12 20 (23.81%) PowerCenter
12 20 (23.81%) Oracle Database 11g
12 20 (23.81%) ETL Development
12 20 (23.81%) Oracle ODI
13 19 (22.62%) Cognos
14 17 (20.24%) Teradata
14 17 (20.24%) Agile Software Development
14 17 (20.24%) DataStage
14 17 (20.24%) Tableau
15 16 (19.05%) BODI
16 14 (16.67%) PL/SQL
16 14 (16.67%) Java
17 13 (15.48%) Technical Architecture
18 12 (14.29%) Data Architecture

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 5 (5.95%) GemFire
1 5 (5.95%) MQSeries
1 5 (5.95%) SAS
2 3 (3.57%) WebSphere
3 1 (1.19%) Apache Spark
3 1 (1.19%) WebLogic
Applications
1 8 (9.52%) MS Excel
2 6 (7.14%) MS Office
Business Applications
1 1 (1.19%) Oracle 11i
1 1 (1.19%) Oracle Applications
1 1 (1.19%) Oracle EBS
1 1 (1.19%) Oracle EBS R12
1 1 (1.19%) SAP BPC
Cloud Services
1 3 (3.57%) Amazon AWS
Communications & Networking
1 5 (5.95%) Internet
Database & Business Intelligence
1 38 (45.24%) Data Warehouse
2 25 (29.76%) BusinessObjects
2 25 (29.76%) Oracle Database
3 21 (25.00%) Oracle Database 10g
4 20 (23.81%) Oracle Database 11g
4 20 (23.81%) Oracle ODI
4 20 (23.81%) PowerCenter
5 17 (20.24%) DataStage
6 16 (19.05%) BODI
7 9 (10.71%) Oracle BI EE
7 9 (10.71%) RDBMS
7 9 (10.71%) Relational Database
8 7 (8.33%) Big Data
8 7 (8.33%) SQL Server
9 6 (7.14%) BusinessObjects XI
10 5 (5.95%) QlikView
11 4 (4.76%) Oracle Reports
12 3 (3.57%) Apache Cassandra
12 3 (3.57%) MongoDB
12 3 (3.57%) SQL Server Integration Services
Development Applications
1 10 (11.90%) JIRA
2 9 (10.71%) JUnit
3 5 (5.95%) Ant
3 5 (5.95%) Cucumber
3 5 (5.95%) HP UFT
3 5 (5.95%) Jenkins
3 5 (5.95%) Maven
3 5 (5.95%) Selenium
3 5 (5.95%) Subversion
4 3 (3.57%) FitNesse
4 3 (3.57%) Git (software)
4 3 (3.57%) IntelliJ
5 1 (1.19%) ERwin
5 1 (1.19%) JDeveloper
5 1 (1.19%) MagicDraw
5 1 (1.19%) Oracle Forms
General
1 50 (59.52%) Finance
2 25 (29.76%) Banking
3 10 (11.90%) Private Banking
3 10 (11.90%) Retail
4 5 (5.95%) Financial Institution
5 3 (3.57%) Legal
5 3 (3.57%) Spanish Language
6 2 (2.38%) Publishing
7 1 (1.19%) Marketing
Job Titles
1 22 (26.19%) Analyst
2 18 (21.43%) Consultant
3 17 (20.24%) Business Intelligence Consultant
3 17 (20.24%) Developer
4 13 (15.48%) Business Consultant
5 11 (13.10%) Architect
6 10 (11.90%) Data Modeller
7 9 (10.71%) Business Intelligence Developer
8 8 (9.52%) Data Analyst
9 7 (8.33%) Data Architect
10 6 (7.14%) Business Intelligence Analyst
11 5 (5.95%) Analyst Programmer
11 5 (5.95%) Data Manager
11 5 (5.95%) Data Quality Manager
11 5 (5.95%) ETL Consultant
11 5 (5.95%) Product Manager
11 5 (5.95%) Product Owner
11 5 (5.95%) Programmer
11 5 (5.95%) Quality Manager
11 5 (5.95%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (13.10%) JSON
1 11 (13.10%) XML
2 9 (10.71%) Spring
3 8 (9.52%) HTML
4 6 (7.14%) J2EE
4 6 (7.14%) REST
4 6 (7.14%) SOAP
5 5 (5.95%) CSS
5 5 (5.95%) Drools
5 5 (5.95%) Ehcache
5 5 (5.95%) Ext JS
5 5 (5.95%) JMS
6 4 (4.76%) .NET
6 4 (4.76%) Web Services
6 4 (4.76%) XML Schema
7 3 (3.57%) .NET Framework
7 3 (3.57%) JSP
7 3 (3.57%) WebSphere MQ
7 3 (3.57%) XSD
7 3 (3.57%) XSLT
Miscellaneous
1 24 (28.57%) Analytical Skills
2 6 (7.14%) Data Integration
2 6 (7.14%) Data Structures
2 6 (7.14%) Management Information System
3 5 (5.95%) Visualisation
4 4 (4.76%) Taxonomies
5 3 (3.57%) Derivative
5 3 (3.57%) Equity Derivative
5 3 (3.57%) OTC Derivatives
5 3 (3.57%) Reference Data
6 2 (2.38%) Computer Science
7 1 (1.19%) Enterprise Software
Operating Systems
1 9 (10.71%) Unix
2 6 (7.14%) Linux
2 6 (7.14%) Windows
3 3 (3.57%) Windows Server
Processes & Methodologies
1 42 (50.00%) Business Intelligence
2 26 (30.95%) ETL
3 24 (28.57%) Data Analysis
4 23 (27.38%) Dimensional Modelling
5 22 (26.19%) Asset Management
6 21 (25.00%) Stakeholder Management
7 20 (23.81%) ETL Development
8 17 (20.24%) Agile Software Development
9 13 (15.48%) Technical Architecture
10 12 (14.29%) Data Architecture
11 11 (13.10%) Analytics
11 11 (13.10%) Data Management
11 11 (13.10%) Logical Data Model
12 10 (11.90%) Data Governance
12 10 (11.90%) Wealth Management
13 9 (10.71%) Project Management
14 8 (9.52%) Coaching
14 8 (9.52%) Metadata Management
14 8 (9.52%) Scrum
14 8 (9.52%) UML
Programming Languages
1 51 (60.71%) SQL
2 14 (16.67%) Java
2 14 (16.67%) PL/SQL
3 10 (11.90%) Perl
3 10 (11.90%) Python
4 5 (5.95%) JavaScript
4 5 (5.95%) Jython
4 5 (5.95%) PowerShell
5 4 (4.76%) C#
5 4 (4.76%) C++
6 2 (2.38%) T-SQL
7 1 (1.19%) VB.NET
Qualifications
1 11 (13.10%) Degree
2 5 (5.95%) CCA
3 1 (1.19%) ITIL Certification
Quality Assurance & Compliance
1 10 (11.90%) Data Quality
2 3 (3.57%) QA
Vendors
1 32 (38.10%) Oracle
2 21 (25.00%) Informatica
3 19 (22.62%) Cognos
4 17 (20.24%) Tableau
4 17 (20.24%) Teradata
5 12 (14.29%) Sybase
6 10 (11.90%) MicroStrategy
7 4 (4.76%) Microsoft
8 3 (3.57%) Thunderhead
9 2 (2.38%) SAP
10 1 (1.19%) CA
10 1 (1.19%) Cloudera
10 1 (1.19%) Perforce
Glasgow, Lanarkshire
EXCELerate
Salary: From £40,000 to £45,000 per annum Healthcare, Bonus, Pension
Posted: 16 hours ago
Glasgow, Lanarkshire
Sopra Steria Recruitment
Salary: From £35,000 to £50,000 per annum
Posted: 13 hours ago
Glasgow, Lanarkshire
EXCELerate
Salary: From £40,000 to £45,000 per annum Healthcare, Bonus, Pension
Posted: 16 hours ago
Glasgow
Recruitment Revolution Limited
Salary: Competitive Salary + Benefits Package
Posted: 20 days ago