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 21 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Nov 2014
Same period 2013 Same period 2012
Data Modeling
Rank 78 47 62
Rank change year-on-year
-31 +15
Permanent jobs citing Data Modelling 32 66 24
As % of all permanent IT jobs located in Edinburgh 2.14% 4.41% 2.16%
As % of the Processes & Methodologies category 2.48% 5.37% 2.69%
Number of salaries quoted 25 43 18
Average salary £50,000 £55,000 £53,750
Average salary % change year-on-year
-9.09% +2.32%
90% offered a salary of more than £45,400 £45,000 £45,000
10% offered a salary of more than £54,500 £62,000 £56,000
UK excluding London average salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +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
1290 1228 892
As % of all permanent IT jobs located in Edinburgh 86.40% 82.09% 80.14%
Number of salaries quoted 887 800 585
Average salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £31,500 £29,000
10% offered a salary of more than £60,000 £57,604 £60,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 21 November 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 November 2014, 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 22 (36.67%) SQL
2 21 (35.00%) Finance
3 19 (31.67%) Agile Software Development
3 19 (31.67%) Business Analysis
4 17 (28.33%) Project Management
5 15 (25.00%) Requirements Analysis
6 14 (23.33%) Systems Analysis
6 14 (23.33%) Microsoft
6 14 (23.33%) SQL Server
6 14 (23.33%) UML
7 13 (21.67%) XML
7 13 (21.67%) Degree
8 11 (18.33%) BPR
8 11 (18.33%) ERD
9 10 (16.67%) XSLT
9 10 (16.67%) T-SQL
9 10 (16.67%) Use Case
10 9 (15.00%) Oracle
10 9 (15.00%) SAP
10 9 (15.00%) ITIL
10 9 (15.00%) Fidessa
10 9 (15.00%) Data Warehouse
10 9 (15.00%) Markit EDM
11 8 (13.33%) thinkFolio
12 7 (11.67%) Investment Management
12 7 (11.67%) Relational Database
12 7 (11.67%) SOA
12 7 (11.67%) ETL
12 7 (11.67%) Business Intelligence
12 7 (11.67%) Bloomberg

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 21 November 2014, 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 3 (5.00%) SAS
1 3 (5.00%) BizTalk Server
1 3 (5.00%) IIS
2 2 (3.33%) SharePoint
3 1 (1.67%) CMS
3 1 (1.67%) Alfresco
3 1 (1.67%) Sitecore CMS
Applications
1 7 (11.67%) MS Excel
2 5 (8.33%) Spreadsheet
3 2 (3.33%) SPSS
Business Applications
1 9 (15.00%) Markit EDM
2 5 (8.33%) Oracle EBS
3 3 (5.00%) Dynamics AX
4 1 (1.67%) Google Analytics
Communications & Networking
1 4 (6.67%) Internet
Database & Business Intelligence
1 14 (23.33%) SQL Server
2 9 (15.00%) Data Warehouse
3 7 (11.67%) Relational Database
4 6 (10.00%) RDBMS
5 5 (8.33%) SQL Server Integration Services
6 3 (5.00%) Oracle Database
6 3 (5.00%) Pentaho
7 2 (3.33%) SAP HANA
7 2 (3.33%) Big Data
7 2 (3.33%) SQL Server 2012
7 2 (3.33%) SQL Server 2008
7 2 (3.33%) DB2
7 2 (3.33%) OLAP
7 2 (3.33%) Oracle OLAP
7 2 (3.33%) SQL Server Analysis Services
7 2 (3.33%) SAP BW
7 2 (3.33%) SQL Server Reporting Services
8 1 (1.67%) SAS Enterprise Guide
Development Applications
1 6 (10.00%) ERwin
2 3 (5.00%) Talend Open Studio
2 3 (5.00%) PowerDesigner
3 2 (3.33%) Subversion
4 1 (1.67%) Team Foundation Server
4 1 (1.67%) Mercurial
General
1 21 (35.00%) Finance
2 7 (11.67%) Banking
3 4 (6.67%) Marketing
4 3 (5.00%) Retail
4 3 (5.00%) Aerospace
5 1 (1.67%) Publishing
5 1 (1.67%) Investment Banking
5 1 (1.67%) Front Office
Job Titles
1 33 (55.00%) Analyst
2 18 (30.00%) Business Analyst
3 14 (23.33%) Architect
4 10 (16.67%) Applications Support
5 9 (15.00%) Applications Support Analyst
5 9 (15.00%) Support Analyst
6 7 (11.67%) Data Architect
6 7 (11.67%) Developer
7 6 (10.00%) Software Engineer
8 3 (5.00%) Business Systems Analyst
8 3 (5.00%) Systems Analyst
8 3 (5.00%) Senior .NET Architect
8 3 (5.00%) .NET Architect
8 3 (5.00%) Insurance Business Analyst
8 3 (5.00%) Applications Architect
8 3 (5.00%) ETL Developer
8 3 (5.00%) Senior Architect
9 2 (3.33%) Data Modeller
10 1 (1.67%) SAS Developer
10 1 (1.67%) Business Architect
Libraries, Frameworks & Software Standards
1 13 (21.67%) XML
2 10 (16.67%) XSLT
3 6 (10.00%) .NET
3 6 (10.00%) Spring
4 5 (8.33%) Middleware
5 4 (6.67%) XML Schema
5 4 (6.67%) XForms
6 3 (5.00%) ASP.NET
6 3 (5.00%) CSS
6 3 (5.00%) HTML
7 1 (1.67%) jQuery
7 1 (1.67%) HTML5
7 1 (1.67%) CSS3
7 1 (1.67%) Backbone.js
7 1 (1.67%) Twitter Bootstrap
7 1 (1.67%) XSL
7 1 (1.67%) ODBC
Miscellaneous
1 6 (10.00%) Equities
1 6 (10.00%) Computer Science
1 6 (10.00%) Open Source
1 6 (10.00%) Hedge funds
2 3 (5.00%) Analytical Skills
2 3 (5.00%) Data Extraction
3 2 (3.33%) Social Media
3 2 (3.33%) Reference Data
4 1 (1.67%) Mainframe
4 1 (1.67%) Management Information System
Operating Systems
1 6 (10.00%) UNIX
1 6 (10.00%) Linux
Processes & Methodologies
1 19 (31.67%) Agile Software Development
1 19 (31.67%) Business Analysis
2 17 (28.33%) Project Management
3 15 (25.00%) Requirements Analysis
4 14 (23.33%) Systems Analysis
4 14 (23.33%) UML
5 11 (18.33%) BPR
5 11 (18.33%) ERD
6 10 (16.67%) Use Case
7 9 (15.00%) ITIL
8 7 (11.67%) SOA
8 7 (11.67%) ETL
8 7 (11.67%) Business Intelligence
8 7 (11.67%) Investment Management
9 6 (10.00%) Algorithmic Trading
9 6 (10.00%) Software Engineering
9 6 (10.00%) Master Data Management
9 6 (10.00%) Multithreading
9 6 (10.00%) Change Management
9 6 (10.00%) PRINCE2
Programming Languages
1 22 (36.67%) SQL
2 10 (16.67%) T-SQL
3 7 (11.67%) Java
4 6 (10.00%) C#
4 6 (10.00%) C++
5 4 (6.67%) JavaScript
5 4 (6.67%) PL/SQL
5 4 (6.67%) C
5 4 (6.67%) XPath
6 1 (1.67%) VBScript
Qualifications
1 13 (21.67%) Degree
2 1 (1.67%) PRINCE2 Certification
2 1 (1.67%) ITIL Certification
Quality Assurance & Compliance
1 4 (6.67%) Data Quality
2 2 (3.33%) QA
3 1 (1.67%) ISO 9001
3 1 (1.67%) SLA
Vendors
1 14 (23.33%) Microsoft
2 9 (15.00%) Fidessa
2 9 (15.00%) Oracle
2 9 (15.00%) SAP
3 8 (13.33%) thinkFolio
4 7 (11.67%) Bloomberg
5 3 (5.00%) Talend
6 2 (3.33%) Teradata
6 2 (3.33%) Informatica
6 2 (3.33%) Cognos
6 2 (3.33%) Sybase
7 1 (1.67%) Google
7 1 (1.67%) Sitecore
7 1 (1.67%) Twitter
Edinburgh
Cathcart Associates
Salary: £60,000 - £80,000 per year
Posted: 4 days ago