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 22 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Oct 2014
Same period 2013 Same period 2012
Data Modeling
Rank 80 32 62
Rank change year-on-year
-48 +30
Permanent jobs citing Data Modelling 28 78 27
As % of all permanent IT jobs located in Edinburgh 1.87% 5.52% 2.19%
As % of the Processes & Methodologies category 2.20% 6.72% 2.72%
Number of salaries quoted 18 45 25
Average salary £46,000 £55,000 £52,500
Average salary % change year-on-year
-16.36% +4.76%
90% offered a salary of more than £40,000 £43,500 £47,000
10% offered a salary of more than £50,000 £60,000 £60,000
UK excluding London average salary £45,000 £45,500 £47,500
% change year-on-year
-1.09% -4.21%
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
1274 1160 994
As % of all permanent IT jobs located in Edinburgh 85.27% 82.09% 80.49%
Number of salaries quoted 843 742 685
Average salary £42,500 £45,000 £42,500
Average salary % change year-on-year
-5.55% +5.88%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £60,000 £61,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 22 October 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 22 October 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 28 (49.12%) SQL
2 20 (35.09%) SQL Server
2 20 (35.09%) Finance
2 20 (35.09%) Agile Software Development
3 18 (31.58%) Microsoft
4 16 (28.07%) UML
5 15 (26.32%) Business Analysis
6 12 (21.05%) Systems Analysis
6 12 (21.05%) Project Management
6 12 (21.05%) Requirements Analysis
7 11 (19.30%) XML
7 11 (19.30%) .NET
7 11 (19.30%) C#
8 10 (17.54%) T-SQL
8 10 (17.54%) Data Warehouse
9 9 (15.79%) Fidessa
9 9 (15.79%) Oracle
9 9 (15.79%) SAP
9 9 (15.79%) ITIL
9 9 (15.79%) ERD
9 9 (15.79%) Markit EDM
10 8 (14.04%) Relational Database
10 8 (14.04%) thinkFolio
10 8 (14.04%) JavaScript
10 8 (14.04%) SOA
10 8 (14.04%) ETL
10 8 (14.04%) BPR
10 8 (14.04%) TDD
10 8 (14.04%) SQL Server Integration Services
11 7 (12.28%) Data Management

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 22 October 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 7 (12.28%) BizTalk Server
1 7 (12.28%) IIS
2 2 (3.51%) SAS
3 1 (1.75%) CMS
3 1 (1.75%) SharePoint
3 1 (1.75%) Sitecore CMS
3 1 (1.75%) Alfresco
Applications
1 6 (10.53%) MS Excel
2 5 (8.77%) Spreadsheet
3 1 (1.75%) SPSS
Business Applications
1 9 (15.79%) Markit EDM
2 5 (8.77%) Oracle EBS
3 4 (7.02%) Dynamics AX
4 1 (1.75%) Google Analytics
Communications & Networking
1 1 (1.75%) Internet
Database & Business Intelligence
1 20 (35.09%) SQL Server
2 10 (17.54%) Data Warehouse
3 8 (14.04%) Relational Database
3 8 (14.04%) SQL Server Integration Services
4 7 (12.28%) RDBMS
5 4 (7.02%) SQL Server 2008
5 4 (7.02%) Pentaho
5 4 (7.02%) SQL Server 2012
6 3 (5.26%) Oracle Database
7 1 (1.75%) Oracle OLAP
7 1 (1.75%) SQL Server Reporting Services
7 1 (1.75%) DB2
7 1 (1.75%) OLAP
7 1 (1.75%) PowerCenter
7 1 (1.75%) SAP BW
7 1 (1.75%) SAP HANA
7 1 (1.75%) Big Data
7 1 (1.75%) SQL Server Analysis Services
7 1 (1.75%) SAS Enterprise Guide
Development Applications
1 5 (8.77%) ERwin
2 4 (7.02%) Talend Open Studio
3 3 (5.26%) PowerDesigner
4 2 (3.51%) Subversion
5 1 (1.75%) Mercurial
5 1 (1.75%) Team Foundation Server
General
1 20 (35.09%) Finance
2 6 (10.53%) Banking
3 3 (5.26%) Retail
3 3 (5.26%) Aerospace
4 2 (3.51%) Marketing
4 2 (3.51%) Front Office
5 1 (1.75%) Investment Banking
5 1 (1.75%) Publishing
Job Titles
1 30 (52.63%) Analyst
2 16 (28.07%) Business Analyst
3 15 (26.32%) Architect
4 10 (17.54%) Applications Support
5 9 (15.79%) Support Analyst
5 9 (15.79%) Developer
5 9 (15.79%) Applications Support Analyst
6 8 (14.04%) Senior Architect
7 7 (12.28%) Senior .NET Architect
7 7 (12.28%) .NET Architect
8 5 (8.77%) Data Architect
9 4 (7.02%) ETL Developer
10 3 (5.26%) Insurance Business Analyst
10 3 (5.26%) Software Engineer
11 2 (3.51%) MI Developer
11 2 (3.51%) Business Systems Analyst
11 2 (3.51%) Systems Analyst
11 2 (3.51%) Change Analyst
11 2 (3.51%) Data Modeller
11 2 (3.51%) MI Analyst
Libraries, Frameworks & Software Standards
1 11 (19.30%) XML
1 11 (19.30%) .NET
2 7 (12.28%) XSLT
2 7 (12.28%) ASP.NET
3 4 (7.02%) HTML
3 4 (7.02%) CSS
4 3 (5.26%) Spring
4 3 (5.26%) ODBC
5 2 (3.51%) Middleware
6 1 (1.75%) XSL
6 1 (1.75%) XML Schema
6 1 (1.75%) XForms
6 1 (1.75%) CSS3
6 1 (1.75%) HTML5
6 1 (1.75%) Backbone.js
6 1 (1.75%) Twitter Bootstrap
6 1 (1.75%) jQuery
Miscellaneous
1 4 (7.02%) Data Extraction
2 3 (5.26%) Computer Science
2 3 (5.26%) Equities
2 3 (5.26%) Management Information System
2 3 (5.26%) Hedge funds
2 3 (5.26%) Open Source
3 2 (3.51%) Analytical Skills
4 1 (1.75%) Mainframe
4 1 (1.75%) Social Media
4 1 (1.75%) Data Structures
4 1 (1.75%) Reference Data
Operating Systems
1 3 (5.26%) UNIX
1 3 (5.26%) Linux
Processes & Methodologies
1 20 (35.09%) Agile Software Development
2 16 (28.07%) UML
3 15 (26.32%) Business Analysis
4 12 (21.05%) Systems Analysis
4 12 (21.05%) Project Management
4 12 (21.05%) Requirements Analysis
5 9 (15.79%) ITIL
5 9 (15.79%) ERD
6 8 (14.04%) SOA
6 8 (14.04%) ETL
6 8 (14.04%) BPR
6 8 (14.04%) TDD
7 7 (12.28%) Data Management
7 7 (12.28%) Stakeholder Management
7 7 (12.28%) Scrum
7 7 (12.28%) OOA/OOD
7 7 (12.28%) Domain-Driven Design
7 7 (12.28%) Master Data Management
7 7 (12.28%) BDD
8 6 (10.53%) ERP
Programming Languages
1 28 (49.12%) SQL
2 11 (19.30%) C#
3 10 (17.54%) T-SQL
4 8 (14.04%) JavaScript
5 5 (8.77%) PL/SQL
6 4 (7.02%) Java
6 4 (7.02%) C
7 3 (5.26%) C++
8 2 (3.51%) PowerHouse
9 1 (1.75%) VBScript
9 1 (1.75%) XPath
Qualifications
1 6 (10.53%) Degree
2 1 (1.75%) ITIL Certification
Quality Assurance & Compliance
1 5 (8.77%) Data Quality
2 2 (3.51%) QA
3 1 (1.75%) SLA
Vendors
1 18 (31.58%) Microsoft
2 9 (15.79%) Fidessa
2 9 (15.79%) Oracle
2 9 (15.79%) SAP
3 8 (14.04%) thinkFolio
4 7 (12.28%) Bloomberg
5 4 (7.02%) Talend
6 2 (3.51%) Informatica
7 1 (1.75%) Google
7 1 (1.75%) Teradata
7 1 (1.75%) Cognos
7 1 (1.75%) Sybase
7 1 (1.75%) Twitter
7 1 (1.75%) Sitecore
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £40000 - £55000 per annum + Excellent Benefits + Training
Posted: 4 days ago
Edinburgh, Midlothian
Rockhall Recruitment
Salary: From £45,000 to £75,000 per annum + Excellent Package
Posted: 5 days ago
Edinburgh
Cathcart Associates
Salary: Excellent Benefits + Expenses
Posted: 7 days ago