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 19 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Aug 2014
Same period 2013 Same period 2012
Data Modeling
Rank 78 42 66
Rank change year-on-year
-36 +24
Permanent jobs citing Data Modelling 29 54 23
As % of all permanent IT jobs located in Edinburgh 1.94% 4.39% 1.92%
As % of the Processes & Methodologies category 2.38% 5.19% 2.41%
Number of salaries quoted 16 27 22
Average salary £40,000 £55,000 £50,000
Average salary % change year-on-year
-27.27% +10.00%
90% offered a salary of more than £37,500 £47,000 £27,750
10% offered a salary of more than £70,000 £58,500 £60,000
UK excluding London average salary £45,000 £45,000 £46,500
% change year-on-year
- -3.22%
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
1219 1041 955
As % of all permanent IT jobs located in Edinburgh 81.54% 84.57% 79.65%
Number of salaries quoted 805 637 670
Average salary £42,500 £45,000 £40,000
Average salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 19 August 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 19 August 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 37 (51.39%) SQL
2 27 (37.50%) SQL Server
3 22 (30.56%) Oracle
3 22 (30.56%) ETL
3 22 (30.56%) Finance
4 20 (27.78%) Data Management
5 19 (26.39%) Agile Software Development
5 19 (26.39%) Master Data Management
6 14 (19.44%) Microsoft
6 14 (19.44%) SAP
6 14 (19.44%) Relational Database
7 13 (18.06%) Data Quality
8 12 (16.67%) Pentaho
8 12 (16.67%) Data Warehouse
8 12 (16.67%) Stakeholder Management
9 11 (15.28%) RDBMS
9 11 (15.28%) UML
9 11 (15.28%) .NET
9 11 (15.28%) C#
9 11 (15.28%) JavaScript
10 10 (13.89%) Business Intelligence
10 10 (13.89%) Migration
10 10 (13.89%) Data Migration
11 9 (12.50%) Data Extraction
11 9 (12.50%) Talend Open Studio
11 9 (12.50%) Talend
11 9 (12.50%) Scrum
11 9 (12.50%) Oracle EBS
11 9 (12.50%) TDD
11 9 (12.50%) Dynamics AX

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 19 August 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 (9.72%) IIS
1 7 (9.72%) BizTalk Server
2 2 (2.78%) SAS
3 1 (1.39%) Alfresco
3 1 (1.39%) Sitecore CMS
3 1 (1.39%) CMS
3 1 (1.39%) Apache
Applications
1 4 (5.56%) MS Excel
2 3 (4.17%) Spreadsheet
3 1 (1.39%) MS Visio
Business Applications
1 9 (12.50%) Oracle EBS
1 9 (12.50%) Dynamics AX
2 7 (9.72%) Markit EDM
3 1 (1.39%) Google Analytics
Communications & Networking
1 1 (1.39%) LDAP
Database & Business Intelligence
1 27 (37.50%) SQL Server
2 14 (19.44%) Relational Database
3 12 (16.67%) Pentaho
3 12 (16.67%) Data Warehouse
4 11 (15.28%) RDBMS
5 8 (11.11%) SQL Server Integration Services
6 6 (8.33%) OLAP
7 5 (6.94%) PowerCenter
8 4 (5.56%) SQL Server 2012
8 4 (5.56%) SQL Server 2008
9 3 (4.17%) Spotfire
9 3 (4.17%) Oracle OLAP
9 3 (4.17%) QlikView
9 3 (4.17%) Hadoop
9 3 (4.17%) Big Data
9 3 (4.17%) MySQL
10 2 (2.78%) Oracle Database
11 1 (1.39%) SQL Server Analysis Services
11 1 (1.39%) PerformancePoint
11 1 (1.39%) Microsoft Analysis Services
Development Applications
1 9 (12.50%) Talend Open Studio
2 6 (8.33%) ERwin
3 1 (1.39%) Mercurial
3 1 (1.39%) Team Foundation Server
3 1 (1.39%) Subversion
3 1 (1.39%) PowerDesigner
General
1 22 (30.56%) Finance
2 8 (11.11%) Banking
2 8 (11.11%) Billing
3 4 (5.56%) Aerospace
3 4 (5.56%) Retail
4 2 (2.78%) Front Office
5 1 (1.39%) Investment Banking
5 1 (1.39%) Retail Banking
Job Titles
1 30 (41.67%) Analyst
2 20 (27.78%) Architect
3 17 (23.61%) Developer
4 15 (20.83%) Business Analyst
5 12 (16.67%) Senior Architect
6 8 (11.11%) Support Analyst
6 8 (11.11%) Applications Support
6 8 (11.11%) Data Modeller
6 8 (11.11%) ETL Developer
6 8 (11.11%) Applications Support Analyst
7 7 (9.72%) Senior .NET Architect
7 7 (9.72%) .NET Architect
8 5 (6.94%) Data Architect
9 4 (5.56%) Information Architect
9 4 (5.56%) Technical Analyst
9 4 (5.56%) Agile Business Analyst
10 3 (4.17%) QlikView Consultant
10 3 (4.17%) Insurance Business Analyst
10 3 (4.17%) Business Consultant
10 3 (4.17%) Consultant
Libraries, Frameworks & Software Standards
1 11 (15.28%) .NET
2 8 (11.11%) XML
3 7 (9.72%) ASP.NET
3 7 (9.72%) CSS
3 7 (9.72%) HTML
4 4 (5.56%) XSLT
5 3 (4.17%) ODBC
6 1 (1.39%) jQuery
6 1 (1.39%) Twitter Bootstrap
6 1 (1.39%) Backbone.js
6 1 (1.39%) HTML5
6 1 (1.39%) CSS3
6 1 (1.39%) XSL
6 1 (1.39%) Middleware
Miscellaneous
1 9 (12.50%) Data Extraction
2 5 (6.94%) Management Information System
3 3 (4.17%) Data Integration
3 3 (4.17%) Data Conversion
3 3 (4.17%) Visualisation
Operating Systems
1 1 (1.39%) Windows 7
1 1 (1.39%) Windows
1 1 (1.39%) Linux
Processes & Methodologies
1 22 (30.56%) ETL
2 20 (27.78%) Data Management
3 19 (26.39%) Agile Software Development
3 19 (26.39%) Master Data Management
4 12 (16.67%) Stakeholder Management
5 11 (15.28%) UML
6 10 (13.89%) Business Intelligence
6 10 (13.89%) Migration
6 10 (13.89%) Data Migration
7 9 (12.50%) Scrum
7 9 (12.50%) TDD
7 9 (12.50%) ERP
7 9 (12.50%) Project Management
8 8 (11.11%) Business Analysis
8 8 (11.11%) Analytics
9 7 (9.72%) BDD
9 7 (9.72%) Domain-Driven Design
9 7 (9.72%) Data Architecture
9 7 (9.72%) Asset Management
9 7 (9.72%) ITIL
Programming Languages
1 37 (51.39%) SQL
2 11 (15.28%) C#
2 11 (15.28%) JavaScript
3 9 (12.50%) PL/SQL
4 8 (11.11%) T-SQL
5 5 (6.94%) C
6 3 (4.17%) Java
7 2 (2.78%) PHP
8 1 (1.39%) C++
Qualifications
1 3 (4.17%) Degree
2 2 (2.78%) PMP
2 2 (2.78%) PMI Certification
3 1 (1.39%) Security Cleared
3 1 (1.39%) MCITP
3 1 (1.39%) MBA
3 1 (1.39%) Microsoft Certification
3 1 (1.39%) ITIL Certification
Quality Assurance & Compliance
1 13 (18.06%) Data Quality
2 1 (1.39%) QA
2 1 (1.39%) SLA
System Software
1 1 (1.39%) Active Directory
1 1 (1.39%) Tivoli Workload Scheduler
Systems Management
1 1 (1.39%) Tivoli
Vendors
1 22 (30.56%) Oracle
2 14 (19.44%) Microsoft
2 14 (19.44%) SAP
3 9 (12.50%) Talend
4 7 (9.72%) Informatica
4 7 (9.72%) Fidessa
5 6 (8.33%) thinkFolio
6 5 (6.94%) Teradata
6 5 (6.94%) Bloomberg
7 3 (4.17%) Tableau
7 3 (4.17%) Netezza
8 2 (2.78%) IBM
9 1 (1.39%) Sitecore
9 1 (1.39%) Twitter
9 1 (1.39%) Google
Edinburgh, Midlothian
Cloudreach
Salary: Competitive + Bonus & Benefits
Posted: Yesterday
Edinburgh
Skyscanner
Posted: 4 days ago