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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 78 66 44
Rank change year-on-year
-12 -22
Permanent jobs citing Data Modelling 29 35 81
As % of all permanent IT jobs located in Glasgow 2.25% 2.92% 5.68%
As % of the Processes & Methodologies category 2.44% 3.22% 6.27%
Number of salaries quoted 20 23 29
Median salary £45,000 £47,500 £42,500
Median salary % change year-on-year
-5.26% +11.76%
90% offered a salary of more than £33,900 £39,000 £38,700
10% offered a salary of more than £50,600 £65,700 £54,000
UK excluding London median salary £47,500 £47,500 £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
1188 1087 1292
As % of all permanent IT jobs located in Glasgow 92.31% 90.81% 90.54%
Number of salaries quoted 599 691 819
Median salary £45,000 £43,750 £40,000
Median salary % change year-on-year
+2.85% +9.37%
90% offered a salary of more than £30,103 £34,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
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 28 July 2016.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 28 July 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 38 (65.52%) SQL
2 36 (62.07%) Finance
3 24 (41.38%) Business Intelligence
4 21 (36.21%) Banking
5 19 (32.76%) Agile Software Development
6 18 (31.03%) Data Warehouse
7 16 (27.59%) ETL
7 16 (27.59%) Oracle
7 16 (27.59%) Asset Management
8 13 (22.41%) Data Analysis
8 13 (22.41%) Degree
8 13 (22.41%) Relational Database
9 12 (20.69%) Analytical Skills
9 12 (20.69%) Java
9 12 (20.69%) Sybase
10 11 (18.97%) RDBMS
10 11 (18.97%) Python
10 11 (18.97%) BusinessObjects
10 11 (18.97%) Data Management
11 10 (17.24%) Retail
11 10 (17.24%) Stakeholder Management
11 10 (17.24%) Cognos
11 10 (17.24%) Oracle Database
11 10 (17.24%) Data Quality
11 10 (17.24%) JIRA
11 10 (17.24%) Wealth Management
11 10 (17.24%) Private Banking
12 9 (15.52%) Dimensional Modelling
12 9 (15.52%) Logical Data Model
12 9 (15.52%) Microsoft

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 (10.34%) SAS
2 5 (8.62%) GemFire
2 5 (8.62%) MQSeries
3 1 (1.72%) Apache Spark
Applications
1 6 (10.34%) MS Excel
2 2 (3.45%) MS Office
2 2 (3.45%) MS Project
2 2 (3.45%) MS Visio
Business Applications
1 2 (3.45%) Cognos Business Intelligence
1 2 (3.45%) Cognos TM1
2 1 (1.72%) SAP BPC
Communications & Networking
1 5 (8.62%) Internet
Database & Business Intelligence
1 18 (31.03%) Data Warehouse
2 13 (22.41%) Relational Database
3 11 (18.97%) BusinessObjects
3 11 (18.97%) RDBMS
4 10 (17.24%) Oracle Database
5 7 (12.07%) DataStage
5 7 (12.07%) SQL Server
6 6 (10.34%) BODI
6 6 (10.34%) Enterprise Data Warehouse
6 6 (10.34%) Oracle Database 10g
6 6 (10.34%) Oracle Database 11g
6 6 (10.34%) Oracle ODI
6 6 (10.34%) PowerCenter
7 4 (6.90%) QlikView
8 3 (5.17%) Big Data
8 3 (5.17%) Oracle Reports
8 3 (5.17%) SQL Server Integration Services
9 2 (3.45%) Data Mart
9 2 (3.45%) SQL Server Reporting Services
9 2 (3.45%) Star Schema
Development Applications
1 10 (17.24%) JIRA
2 9 (15.52%) JUnit
3 5 (8.62%) Ant
3 5 (8.62%) Cucumber
3 5 (8.62%) HP UFT
3 5 (8.62%) Jenkins
3 5 (8.62%) Maven
3 5 (8.62%) Selenium
3 5 (8.62%) Subversion
4 3 (5.17%) Git (software)
4 3 (5.17%) IntelliJ
5 2 (3.45%) Visual Studio
General
1 36 (62.07%) Finance
2 21 (36.21%) Banking
3 10 (17.24%) Private Banking
3 10 (17.24%) Retail
4 5 (8.62%) Financial Institution
5 3 (5.17%) Legal
6 2 (3.45%) Marketing
Job Titles
1 19 (32.76%) Analyst
2 10 (17.24%) Developer
3 9 (15.52%) Consultant
4 8 (13.79%) Analyst Programmer
4 8 (13.79%) Business Analyst
4 8 (13.79%) Business Consultant
4 8 (13.79%) Business Intelligence Consultant
4 8 (13.79%) Programmer
5 5 (8.62%) Build Manager
5 5 (8.62%) Data Manager
5 5 (8.62%) Data Modeller
5 5 (8.62%) Data Quality Manager
5 5 (8.62%) Product Manager
5 5 (8.62%) Product Owner
5 5 (8.62%) Quality Manager
5 5 (8.62%) Technical Leader
6 4 (6.90%) Business Intelligence Developer
6 4 (6.90%) Report Developer
6 4 (6.90%) Senior Analyst
6 4 (6.90%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (15.52%) Spring
2 8 (13.79%) JSON
2 8 (13.79%) XML
3 6 (10.34%) .NET
3 6 (10.34%) J2EE
3 6 (10.34%) REST
3 6 (10.34%) SOAP
4 5 (8.62%) .NET Framework
4 5 (8.62%) CSS
4 5 (8.62%) Drools
4 5 (8.62%) Ehcache
4 5 (8.62%) Ext JS
4 5 (8.62%) HTML
4 5 (8.62%) JMS
5 4 (6.90%) XML Schema
6 3 (5.17%) ASP.NET
6 3 (5.17%) JSP
6 3 (5.17%) Web Services
6 3 (5.17%) XSD
6 3 (5.17%) XSLT
Miscellaneous
1 12 (20.69%) Analytical Skills
2 8 (13.79%) Management Information System
3 5 (8.62%) Data Integration
4 3 (5.17%) Derivative
4 3 (5.17%) Equity Derivative
4 3 (5.17%) OTC Derivatives
5 2 (3.45%) Computer Science
5 2 (3.45%) Data Centre
6 1 (1.72%) Data Structures
6 1 (1.72%) Taxonomies
Operating Systems
1 9 (15.52%) Windows
2 7 (12.07%) Unix
3 5 (8.62%) Windows Server
4 3 (5.17%) Linux
Processes & Methodologies
1 24 (41.38%) Business Intelligence
2 19 (32.76%) Agile Software Development
3 16 (27.59%) Asset Management
3 16 (27.59%) ETL
4 13 (22.41%) Data Analysis
5 11 (18.97%) Data Management
6 10 (17.24%) Stakeholder Management
6 10 (17.24%) Wealth Management
7 9 (15.52%) Dimensional Modelling
7 9 (15.52%) Logical Data Model
8 8 (13.79%) Data Architecture
8 8 (13.79%) Metadata Management
8 8 (13.79%) Project Management
8 8 (13.79%) SDLC
8 8 (13.79%) Technical Architecture
9 7 (12.07%) Data Governance
9 7 (12.07%) Performance Tuning
9 7 (12.07%) User Acceptance Testing
10 6 (10.34%) ETL Development
10 6 (10.34%) Translating Business Requirements
Programming Languages
1 38 (65.52%) SQL
2 12 (20.69%) Java
3 11 (18.97%) Python
4 9 (15.52%) JavaScript
5 8 (13.79%) Perl
6 6 (10.34%) C#
7 5 (8.62%) Jython
7 5 (8.62%) PowerShell
8 4 (6.90%) PL/SQL
9 3 (5.17%) C++
10 2 (3.45%) T-SQL
11 1 (1.72%) VB.NET
Qualifications
1 13 (22.41%) Degree
2 5 (8.62%) CCA
3 2 (3.45%) Security Cleared
4 1 (1.72%) ITIL Certification
Quality Assurance & Compliance
1 10 (17.24%) Data Quality
2 4 (6.90%) QA
Vendors
1 16 (27.59%) Oracle
2 12 (20.69%) Sybase
3 10 (17.24%) Cognos
4 9 (15.52%) Microsoft
5 8 (13.79%) Tableau
6 7 (12.07%) MicroStrategy
6 7 (12.07%) Teradata
7 6 (10.34%) Informatica
8 3 (5.17%) SAP
8 3 (5.17%) Thunderhead
9 2 (3.45%) IBM
10 1 (1.72%) Cloudera
10 1 (1.72%) Perforce
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £90000 - £100000 per annum + Benefits
Posted: Yesterday
Glasgow
Recruitment Revolution Limited
Posted: 15 days ago
Glasgow City Centre
JP Morgan Glasgow
Salary: Competitive + full benefits
Posted: 16 days ago