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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 77 75 33
Rank change year-on-year
-2 -42
Permanent jobs citing Data Modelling 23 27 87
As % of all permanent IT jobs located in Glasgow 2.02% 2.14% 6.28%
As % of the Processes & Methodologies category 2.21% 2.33% 6.92%
Number of salaries quoted 16 19 36
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 £33,500 £40,200 £39,000
10% offered a salary of more than £51,750 £64,500 £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
1041 1158 1258
As % of all permanent IT jobs located in Glasgow 91.40% 91.69% 90.83%
Number of salaries quoted 520 738 755
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £60,000 £57,500 £63,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 30 August 2016.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 30 August 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 36 (70.59%) SQL
2 29 (56.86%) Finance
3 20 (39.22%) Agile Software Development
3 20 (39.22%) Business Intelligence
4 17 (33.33%) Banking
5 16 (31.37%) Data Warehouse
6 14 (27.45%) Oracle
6 14 (27.45%) Degree
6 14 (27.45%) Relational Database
7 13 (25.49%) Java
7 13 (25.49%) ETL
8 12 (23.53%) Analytical Skills
9 11 (21.57%) Retail
9 11 (21.57%) Asset Management
9 11 (21.57%) Data Management
9 11 (21.57%) RDBMS
9 11 (21.57%) Python
9 11 (21.57%) Sybase
10 10 (19.61%) Data Quality
10 10 (19.61%) JIRA
10 10 (19.61%) Private Banking
10 10 (19.61%) Wealth Management
11 9 (17.65%) SDLC
11 9 (17.65%) JUnit
11 9 (17.65%) JavaScript
11 9 (17.65%) Windows
11 9 (17.65%) Microsoft
11 9 (17.65%) Spring
12 8 (15.69%) Project Management
12 8 (15.69%) Perl

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 (9.80%) GemFire
1 5 (9.80%) MQSeries
2 3 (5.88%) SAS
3 1 (1.96%) Apache Spark
Applications
1 5 (9.80%) MS Excel
2 2 (3.92%) MS Project
2 2 (3.92%) MS Visio
3 1 (1.96%) MS Office
Business Applications
1 2 (3.92%) Cognos Business Intelligence
1 2 (3.92%) Cognos TM1
2 1 (1.96%) SAP BPC
Communications & Networking
1 5 (9.80%) Internet
Database & Business Intelligence
1 16 (31.37%) Data Warehouse
2 14 (27.45%) Relational Database
3 11 (21.57%) RDBMS
4 7 (13.73%) SQL Server
5 6 (11.76%) Enterprise Data Warehouse
5 6 (11.76%) Oracle Database
6 5 (9.80%) BusinessObjects
7 4 (7.84%) Oracle Reports
7 4 (7.84%) QlikView
7 4 (7.84%) SQL Server Integration Services
8 3 (5.88%) Big Data
9 2 (3.92%) Data Mart
9 2 (3.92%) DataStage
9 2 (3.92%) Oracle Database 11g
9 2 (3.92%) Oracle ODI
9 2 (3.92%) SQL Server Reporting Services
9 2 (3.92%) Star Schema
10 1 (1.96%) Oracle Database 10g
10 1 (1.96%) PowerCenter
10 1 (1.96%) SAP BI
Development Applications
1 10 (19.61%) JIRA
2 9 (17.65%) JUnit
3 5 (9.80%) Ant
3 5 (9.80%) Cucumber
3 5 (9.80%) HP UFT
3 5 (9.80%) Jenkins
3 5 (9.80%) Maven
3 5 (9.80%) Selenium
3 5 (9.80%) Subversion
4 3 (5.88%) Git (software)
4 3 (5.88%) IntelliJ
5 2 (3.92%) Visual Studio
6 1 (1.96%) Oracle Forms
6 1 (1.96%) Talend Open Studio
General
1 29 (56.86%) Finance
2 17 (33.33%) Banking
3 11 (21.57%) Retail
4 10 (19.61%) Private Banking
5 5 (9.80%) Financial Institution
6 3 (5.88%) Legal
7 2 (3.92%) Marketing
Job Titles
1 14 (27.45%) Analyst
2 12 (23.53%) Developer
3 8 (15.69%) Analyst Programmer
3 8 (15.69%) Programmer
4 6 (11.76%) Business Analyst
5 5 (9.80%) Build Manager
5 5 (9.80%) Business Intelligence Developer
5 5 (9.80%) Data Manager
5 5 (9.80%) Data Quality Manager
5 5 (9.80%) Product Manager
5 5 (9.80%) Product Owner
5 5 (9.80%) Quality Manager
5 5 (9.80%) Technical Leader
6 4 (7.84%) Consultant
6 4 (7.84%) Data Modeller
6 4 (7.84%) Report Developer
6 4 (7.84%) SQL Developer
7 3 (5.88%) Business Intelligence Consultant
7 3 (5.88%) Data Architect
7 3 (5.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (17.65%) Spring
2 8 (15.69%) JSON
3 7 (13.73%) XML
4 6 (11.76%) .NET
4 6 (11.76%) J2EE
5 5 (9.80%) .NET Framework
5 5 (9.80%) CSS
5 5 (9.80%) Drools
5 5 (9.80%) Ehcache
5 5 (9.80%) Ext JS
5 5 (9.80%) HTML
5 5 (9.80%) JMS
5 5 (9.80%) REST
5 5 (9.80%) SOAP
6 4 (7.84%) XML Schema
7 3 (5.88%) AngularJS
7 3 (5.88%) ASP.NET
7 3 (5.88%) JSP
7 3 (5.88%) XSD
7 3 (5.88%) XSLT
Miscellaneous
1 12 (23.53%) Analytical Skills
2 7 (13.73%) Management Information System
3 6 (11.76%) Data Integration
4 3 (5.88%) Derivative
4 3 (5.88%) Equity Derivative
4 3 (5.88%) OTC Derivatives
5 2 (3.92%) Computer Science
5 2 (3.92%) Data Centre
6 1 (1.96%) Data Structures
Operating Systems
1 9 (17.65%) Windows
2 7 (13.73%) Unix
3 5 (9.80%) Windows Server
4 3 (5.88%) Linux
Processes & Methodologies
1 20 (39.22%) Agile Software Development
1 20 (39.22%) Business Intelligence
2 13 (25.49%) ETL
3 11 (21.57%) Asset Management
3 11 (21.57%) Data Management
4 10 (19.61%) Wealth Management
5 9 (17.65%) SDLC
6 8 (15.69%) Logical Data Model
6 8 (15.69%) Metadata Management
6 8 (15.69%) Performance Tuning
6 8 (15.69%) Project Management
7 7 (13.73%) Data Architecture
7 7 (13.73%) User Acceptance Testing
8 6 (11.76%) Analytics
8 6 (11.76%) Capacity Planning
8 6 (11.76%) Coaching
8 6 (11.76%) Data Governance
8 6 (11.76%) Master Data Management
8 6 (11.76%) Mentoring
8 6 (11.76%) People Management
Programming Languages
1 36 (70.59%) SQL
2 13 (25.49%) Java
3 11 (21.57%) Python
4 9 (17.65%) JavaScript
5 8 (15.69%) Perl
6 6 (11.76%) C#
7 5 (9.80%) Jython
7 5 (9.80%) PL/SQL
7 5 (9.80%) PowerShell
8 3 (5.88%) C++
8 3 (5.88%) T-SQL
9 1 (1.96%) VB.NET
Qualifications
1 14 (27.45%) Degree
2 5 (9.80%) CCA
3 2 (3.92%) Security Cleared
4 1 (1.96%) ITIL Certification
Quality Assurance & Compliance
1 10 (19.61%) Data Quality
2 4 (7.84%) QA
Vendors
1 14 (27.45%) Oracle
2 11 (21.57%) Sybase
3 9 (17.65%) Microsoft
4 7 (13.73%) MicroStrategy
5 5 (9.80%) Cognos
6 3 (5.88%) IBM
6 3 (5.88%) SAP
6 3 (5.88%) Tableau
6 3 (5.88%) Thunderhead
7 2 (3.92%) Teradata
8 1 (1.96%) Alteryx
8 1 (1.96%) Cloudera
8 1 (1.96%) HP
8 1 (1.96%) Informatica
8 1 (1.96%) Perforce
8 1 (1.96%) Remedy
8 1 (1.96%) Sun
8 1 (1.96%) Talend
Glasgow, Lanarkshire
McGregor Boyall
Posted: 4 days ago