The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 5 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 72 78 50
Rank change year-on-year
+6 -28
Permanent jobs citing Data Modelling 34 31 50
As % of all permanent IT jobs located in Edinburgh 2.29% 2.08% 4.02%
As % of the Processes & Methodologies category 2.58% 2.42% 4.67%
Number of salaries quoted 27 18 25
Average salary £47,500 £53,250 £54,000
Average salary % change year-on-year
-10.79% -1.38%
90% offered a salary of more than £31,600 £37,500 £39,500
10% offered a salary of more than £69,000 £70,000 £56,500
UK excluding London average 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 Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1320 1279 1070
As % of all permanent IT jobs located in Edinburgh 89.01% 85.67% 86.01%
Number of salaries quoted 845 842 663
Average salary £44,500 £42,500 £45,000
Average salary % change year-on-year
+4.70% -5.55%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London average salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Data Modelling
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Edinburgh

Data Modelling
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Edinburgh region.

Data Modelling Salary Trend in Edinburgh

Data Modelling
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Modelling across the Edinburgh region over the 3 months to 5 August 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 5 August 2015, IT jobs across the Edinburgh 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 40 (43.96%) Business Intelligence
2 35 (38.46%) Finance
3 34 (37.36%) ETL
4 33 (36.26%) Project Management
5 31 (34.07%) SQL
6 25 (27.47%) SAP
7 24 (26.37%) BusinessObjects
8 23 (25.27%) Degree
9 21 (23.08%) Agile Software Development
9 21 (23.08%) Analytics
10 20 (21.98%) Data Warehouse
11 19 (20.88%) SAP BW
11 19 (20.88%) SAP BI
12 18 (19.78%) Oracle
13 16 (17.58%) Data Integration
13 16 (17.58%) Logical Data Model
14 15 (16.48%) Use Case
14 15 (16.48%) Stakeholder Management
15 14 (15.38%) Data Architecture
15 14 (15.38%) Analytical Skills
16 13 (14.29%) Integration Testing
16 13 (14.29%) ABAP
16 13 (14.29%) NetWeaver
16 13 (14.29%) SLA
17 12 (13.19%) Microsoft
17 12 (13.19%) SAS
17 12 (13.19%) SQL Server
17 12 (13.19%) Business Analysis
18 11 (12.09%) Data Management
18 11 (12.09%) MS Excel

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 5 August 2015, IT jobs across the Edinburgh 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 13 (14.29%) NetWeaver
2 12 (13.19%) SAS
3 1 (1.10%) SharePoint
3 1 (1.10%) WebSphere
Applications
1 11 (12.09%) MS Excel
2 5 (5.49%) SPSS
Cloud Services
1 1 (1.10%) Amazon EC2
1 1 (1.10%) Microsoft Azure
1 1 (1.10%) Amazon AWS
Communications & Networking
1 8 (8.79%) Internet
Database & Business Intelligence
1 24 (26.37%) BusinessObjects
2 20 (21.98%) Data Warehouse
3 19 (20.88%) SAP BW
3 19 (20.88%) SAP BI
4 12 (13.19%) SQL Server
5 10 (10.99%) Data Mining
6 8 (8.79%) Big Data
7 6 (6.59%) QlikView
8 5 (5.49%) Spotfire
8 5 (5.49%) DB2
8 5 (5.49%) Oracle BI EE
9 3 (3.30%) SQL Server Analysis Services
9 3 (3.30%) Relational Database
9 3 (3.30%) MySQL
9 3 (3.30%) SQL Server Integration Services
10 2 (2.20%) SQL Server Reporting Services
10 2 (2.20%) Data Mart
10 2 (2.20%) SQL Server 2008
10 2 (2.20%) Hadoop
10 2 (2.20%) SQL Server 2012
Development Applications
1 2 (2.20%) Oracle Forms
1 2 (2.20%) Team Foundation Server
2 1 (1.10%) Redmine
2 1 (1.10%) Visual Studio
2 1 (1.10%) RequisitePro
2 1 (1.10%) JIRA
2 1 (1.10%) Selenium
General
1 35 (38.46%) Finance
2 5 (5.49%) Banking
3 4 (4.40%) Retail
4 3 (3.30%) Investment Banking
5 2 (2.20%) Marketing
6 1 (1.10%) Financial Institution
6 1 (1.10%) Advertising
6 1 (1.10%) Retail Banking
Job Titles
1 30 (32.97%) Analyst
2 24 (26.37%) Architect
3 20 (21.98%) Consultant
4 19 (20.88%) Business Analyst
4 19 (20.88%) Business Intelligence Consultant
4 19 (20.88%) SAP Consultant
5 18 (19.78%) Data Architect
5 18 (19.78%) SAP BI Consultant
6 14 (15.38%) SAP Business Consultant
6 14 (15.38%) Business Consultant
7 7 (7.69%) Senior Business Analyst
7 7 (7.69%) Senior Analyst
8 6 (6.59%) Data Analyst
8 6 (6.59%) Developer
9 5 (5.49%) Technical Analyst
9 5 (5.49%) Data Manager
9 5 (5.49%) Data Analytics Manager
10 4 (4.40%) Technical Business Analyst
11 3 (3.30%) Enterprise Architect
11 3 (3.30%) Systems Analyst
Libraries, Frameworks & Software Standards
1 9 (9.89%) XML
1 9 (9.89%) XSLT
2 8 (8.79%) XML Schema
2 8 (8.79%) XForms
3 6 (6.59%) Middleware
4 2 (2.20%) .NET
5 1 (1.10%) ASP.NET
5 1 (1.10%) SOAP
5 1 (1.10%) Web Services
5 1 (1.10%) JMS
5 1 (1.10%) XSD
5 1 (1.10%) NHibernate
5 1 (1.10%) .NET Framework
5 1 (1.10%) Symfony
5 1 (1.10%) WebSphere Message Broker
5 1 (1.10%) RESTful
5 1 (1.10%) ASP.NET MVC
5 1 (1.10%) REST
5 1 (1.10%) ASP.NET MVC 3
Miscellaneous
1 16 (17.58%) Data Integration
2 14 (15.38%) Analytical Skills
3 6 (6.59%) Enterprise Software
4 4 (4.40%) Visualisation
4 4 (4.40%) Management Information System
5 3 (3.30%) Mainframe
6 1 (1.10%) Digital Media
6 1 (1.10%) Replication
6 1 (1.10%) Economics
6 1 (1.10%) Mathematics
6 1 (1.10%) Computer Science
6 1 (1.10%) Data Conversion
6 1 (1.10%) Data Structures
Operating Systems
1 2 (2.20%) Linux
2 1 (1.10%) UNIX
Processes & Methodologies
1 40 (43.96%) Business Intelligence
2 34 (37.36%) ETL
3 33 (36.26%) Project Management
4 21 (23.08%) Agile Software Development
4 21 (23.08%) Analytics
5 16 (17.58%) Logical Data Model
6 15 (16.48%) Use Case
6 15 (16.48%) Stakeholder Management
7 14 (15.38%) Data Architecture
8 13 (14.29%) Integration Testing
9 12 (13.19%) Business Analysis
10 11 (12.09%) Data Management
10 11 (12.09%) PRINCE2
10 11 (12.09%) UML
11 10 (10.99%) DSDM
11 10 (10.99%) Data Analysis
11 10 (10.99%) Data Analytics
12 9 (9.89%) Information Architecture
12 9 (9.89%) SOA
13 8 (8.79%) GAP Analysis
Programming Languages
1 31 (34.07%) SQL
2 13 (14.29%) ABAP
3 9 (9.89%) T-SQL
4 8 (8.79%) XPath
5 2 (2.20%) C#
6 1 (1.10%) JavaScript
6 1 (1.10%) PHP
6 1 (1.10%) PL/SQL
Qualifications
1 23 (25.27%) Degree
2 7 (7.69%) Security Cleared
3 3 (3.30%) IIBA
Quality Assurance & Compliance
1 13 (14.29%) SLA
2 6 (6.59%) ISO 9001
Vendors
1 25 (27.47%) SAP
2 18 (19.78%) Oracle
3 12 (13.19%) Microsoft
4 5 (5.49%) Tableau
5 3 (3.30%) Cognos
5 3 (3.30%) Informatica
5 3 (3.30%) Teradata
6 2 (2.20%) MicroStrategy
7 1 (1.10%) Ab Initio
7 1 (1.10%) Netezza
7 1 (1.10%) DataFlux
7 1 (1.10%) IBM
7 1 (1.10%) Hyperion
7 1 (1.10%) Anaplan