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 1 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 84 76 84
Rank change year-on-year
-8 +8
Permanent jobs citing Data Modelling 29 31 32
As % of all permanent IT jobs located in Glasgow 2.29% 2.46% 2.26%
As % of the Processes & Methodologies category 2.51% 2.70% 2.57%
Number of salaries quoted 9 14 10
Average salary £52,500 £42,500 £47,000
Average salary % change year-on-year
+23.52% -9.57%
UK excluding London average 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
1156 1147 1245
As % of all permanent IT jobs located in Glasgow 91.38% 91.18% 87.99%
Number of salaries quoted 681 769 820
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £33,000 £30,000
10% offered a salary of more than £61,500 £55,000 £60,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 1 May 2016.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 1 May 2016, 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 52 (61.90%) SQL
2 51 (60.71%) Finance
3 42 (50.00%) Data Warehouse
4 41 (48.81%) Business Intelligence
5 33 (39.29%) Oracle
6 27 (32.14%) Banking
7 26 (30.95%) Analytical Skills
8 25 (29.76%) Oracle Database
8 25 (29.76%) Dimensional Modelling
8 25 (29.76%) ETL
9 24 (28.57%) BusinessObjects
9 24 (28.57%) Informatica
9 24 (28.57%) Data Analysis
10 23 (27.38%) Oracle Database 11g
11 22 (26.19%) Asset Management
11 22 (26.19%) Oracle Database 10g
12 20 (23.81%) Cognos
12 20 (23.81%) PowerCenter
12 20 (23.81%) Agile Software Development
12 20 (23.81%) Stakeholder Management
12 20 (23.81%) Oracle ODI
12 20 (23.81%) ETL Development
13 19 (22.62%) Java
14 18 (21.43%) DataStage
15 17 (20.24%) Teradata
16 16 (19.05%) PL/SQL
16 16 (19.05%) BODI
16 16 (19.05%) Tableau
17 15 (17.86%) Technical Architecture
17 15 (17.86%) Logical Data Model

Data Modelling
Top Related IT Skills in Glasgow by Category

For the 6 months to 1 May 2016, 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 5 (5.95%) GemFire
1 5 (5.95%) MQSeries
1 5 (5.95%) SAS
2 4 (4.76%) WebSphere
3 1 (1.19%) Apache Spark
3 1 (1.19%) WebLogic
Applications
1 7 (8.33%) 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
Cloud Services
1 4 (4.76%) Amazon AWS
Communications & Networking
1 5 (5.95%) Internet
Database & Business Intelligence
1 42 (50.00%) Data Warehouse
2 25 (29.76%) Oracle Database
3 24 (28.57%) BusinessObjects
4 23 (27.38%) Oracle Database 11g
5 22 (26.19%) Oracle Database 10g
6 20 (23.81%) Oracle ODI
6 20 (23.81%) PowerCenter
7 18 (21.43%) DataStage
8 16 (19.05%) BODI
9 9 (10.71%) Oracle BI EE
10 8 (9.52%) Big Data
11 7 (8.33%) RDBMS
11 7 (8.33%) Relational Database
11 7 (8.33%) SQL Server
12 6 (7.14%) Apache Cassandra
12 6 (7.14%) BusinessObjects XI
12 6 (7.14%) MongoDB
12 6 (7.14%) NoSQL
13 4 (4.76%) MarkLogic
14 3 (3.57%) Hadoop
Development Applications
1 10 (11.90%) JIRA
2 8 (9.52%) 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 4 (4.76%) FitNesse
5 3 (3.57%) Git (software)
5 3 (3.57%) IntelliJ
6 1 (1.19%) ERwin
6 1 (1.19%) JDeveloper
6 1 (1.19%) MagicDraw
6 1 (1.19%) Oracle Forms
General
1 51 (60.71%) Finance
2 27 (32.14%) Banking
3 10 (11.90%) Private Banking
3 10 (11.90%) Retail
4 5 (5.95%) Financial Institution
4 5 (5.95%) Spanish Language
5 3 (3.57%) Legal
6 2 (2.38%) Publishing
7 1 (1.19%) Investment Banking
7 1 (1.19%) Marketing
Job Titles
1 20 (23.81%) Developer
2 19 (22.62%) Analyst
3 17 (20.24%) Consultant
4 16 (19.05%) Business Intelligence Consultant
5 14 (16.67%) Architect
6 12 (14.29%) Business Consultant
7 11 (13.10%) Data Modeller
8 10 (11.90%) Data Analyst
9 7 (8.33%) Business Intelligence Developer
10 6 (7.14%) Business Intelligence Analyst
10 6 (7.14%) Data Architect
11 5 (5.95%) Build Manager
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%) Quality Manager
11 5 (5.95%) Systems Analyst
11 5 (5.95%) Technical Leader
Libraries, Frameworks & Software Standards
1 12 (14.29%) JSON
2 11 (13.10%) XML
3 10 (11.90%) HTML
4 8 (9.52%) Spring
5 6 (7.14%) REST
5 6 (7.14%) SOAP
6 5 (5.95%) CSS
6 5 (5.95%) Drools
6 5 (5.95%) Ehcache
6 5 (5.95%) Ext JS
6 5 (5.95%) J2EE
6 5 (5.95%) JMS
6 5 (5.95%) Web Services
7 4 (4.76%) .NET
7 4 (4.76%) BSON
7 4 (4.76%) HTML5
7 4 (4.76%) RESTful
7 4 (4.76%) WebSphere MQ
7 4 (4.76%) XML Schema
8 3 (3.57%) Pyramid
Miscellaneous
1 26 (30.95%) Analytical Skills
2 7 (8.33%) Data Integration
2 7 (8.33%) Data Structures
2 7 (8.33%) Management Information System
3 6 (7.14%) Taxonomies
4 5 (5.95%) Visualisation
5 4 (4.76%) Reference Data
6 3 (3.57%) Derivative
6 3 (3.57%) Equity Derivative
7 2 (2.38%) Computer Science
7 2 (2.38%) N-Tier
8 1 (1.19%) Enterprise Software
Operating Systems
1 13 (15.48%) Unix
2 9 (10.71%) Linux
3 7 (8.33%) Windows
4 3 (3.57%) Windows Server
Processes & Methodologies
1 41 (48.81%) Business Intelligence
2 25 (29.76%) Dimensional Modelling
2 25 (29.76%) ETL
3 24 (28.57%) Data Analysis
4 22 (26.19%) Asset Management
5 20 (23.81%) Agile Software Development
5 20 (23.81%) ETL Development
5 20 (23.81%) Stakeholder Management
6 15 (17.86%) Logical Data Model
6 15 (17.86%) Technical Architecture
7 14 (16.67%) Data Management
8 12 (14.29%) Analytics
8 12 (14.29%) Data Architecture
8 12 (14.29%) Data Governance
8 12 (14.29%) UML
9 11 (13.10%) Physical Data Model
10 10 (11.90%) Metadata Management
10 10 (11.90%) Project Management
10 10 (11.90%) Wealth Management
11 9 (10.71%) Scrum
Programming Languages
1 52 (61.90%) SQL
2 19 (22.62%) Java
3 16 (19.05%) PL/SQL
4 11 (13.10%) Perl
5 8 (9.52%) Python
6 6 (7.14%) C++
7 5 (5.95%) JavaScript
7 5 (5.95%) Jython
7 5 (5.95%) PowerShell
8 4 (4.76%) C#
9 3 (3.57%) T-SQL
10 1 (1.19%) VB.NET
Qualifications
1 10 (11.90%) Degree
2 5 (5.95%) CCA
Quality Assurance & Compliance
1 13 (15.48%) Data Quality
2 4 (4.76%) QA
Vendors
1 33 (39.29%) Oracle
2 24 (28.57%) Informatica
3 20 (23.81%) Cognos
4 17 (20.24%) Teradata
5 16 (19.05%) Tableau
6 10 (11.90%) Sybase
7 7 (8.33%) MicroStrategy
8 3 (3.57%) Thunderhead
9 1 (1.19%) CA
9 1 (1.19%) Cloudera
9 1 (1.19%) Microsoft
9 1 (1.19%) SAP
Glasgow, Lanarkshire
Net Talent
Posted: 4 days ago