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

Location
3 months to
25 Nov 2014
Same period 2013 Same period 2012
Data Modeling
Rank 70 47 68
Rank change year-on-year
-23 +21
Permanent jobs citing Data Modelling 34 65 24
As % of all permanent IT jobs located in Edinburgh 2.27% 4.35% 2.04%
As % of the Processes & Methodologies category 2.63% 5.30% 2.53%
Number of salaries quoted 26 42 17
Average salary £50,000 £55,000 £55,000
Average salary % change year-on-year
-9.09% -
90% offered a salary of more than £45,500 £45,000 £45,000
10% offered a salary of more than £53,750 £62,250 £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
1295 1227 949
As % of all permanent IT jobs located in Edinburgh 86.62% 82.07% 80.70%
Number of salaries quoted 893 801 621
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 25 November 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 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 (35.48%) SQL
1 22 (35.48%) Finance
2 20 (32.26%) Agile Software Development
2 20 (32.26%) Business Analysis
3 17 (27.42%) Project Management
4 16 (25.81%) Requirements Analysis
5 15 (24.19%) Systems Analysis
5 15 (24.19%) SQL Server
5 15 (24.19%) UML
6 14 (22.58%) Microsoft
6 14 (22.58%) Degree
7 13 (20.97%) XML
8 12 (19.35%) ERD
9 11 (17.74%) BPR
10 10 (16.13%) Oracle
10 10 (16.13%) SAP
10 10 (16.13%) T-SQL
10 10 (16.13%) XSLT
10 10 (16.13%) Data Warehouse
10 10 (16.13%) Use Case
11 9 (14.52%) ITIL
11 9 (14.52%) Fidessa
11 9 (14.52%) Markit EDM
12 8 (12.90%) ETL
12 8 (12.90%) Business Intelligence
12 8 (12.90%) MS Excel
12 8 (12.90%) thinkFolio
12 8 (12.90%) Banking
13 7 (11.29%) Data Management
13 7 (11.29%) Stakeholder Management

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 25 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 4 (6.45%) SAS
2 3 (4.84%) BizTalk Server
2 3 (4.84%) IIS
2 3 (4.84%) SharePoint
3 1 (1.61%) CMS
3 1 (1.61%) Alfresco
3 1 (1.61%) Sitecore CMS
Applications
1 8 (12.90%) MS Excel
2 5 (8.06%) Spreadsheet
3 3 (4.84%) SPSS
Business Applications
1 9 (14.52%) Markit EDM
2 6 (9.68%) Oracle EBS
3 3 (4.84%) Dynamics AX
4 1 (1.61%) Google Analytics
Communications & Networking
1 4 (6.45%) Internet
Database & Business Intelligence
1 15 (24.19%) SQL Server
2 10 (16.13%) Data Warehouse
3 7 (11.29%) Relational Database
4 6 (9.68%) RDBMS
4 6 (9.68%) SQL Server Integration Services
5 3 (4.84%) Oracle OLAP
5 3 (4.84%) SQL Server Analysis Services
5 3 (4.84%) SAP BW
5 3 (4.84%) SQL Server Reporting Services
5 3 (4.84%) DB2
5 3 (4.84%) OLAP
5 3 (4.84%) Oracle Database
5 3 (4.84%) Pentaho
5 3 (4.84%) SAP HANA
5 3 (4.84%) Big Data
6 2 (3.23%) SQL Server 2012
6 2 (3.23%) SQL Server 2008
7 1 (1.61%) SAS Enterprise Guide
Development Applications
1 7 (11.29%) ERwin
2 3 (4.84%) Talend Open Studio
2 3 (4.84%) PowerDesigner
3 2 (3.23%) Subversion
4 1 (1.61%) Team Foundation Server
4 1 (1.61%) Mercurial
General
1 22 (35.48%) Finance
2 8 (12.90%) Banking
3 4 (6.45%) Marketing
4 3 (4.84%) Retail
4 3 (4.84%) Aerospace
5 1 (1.61%) Publishing
5 1 (1.61%) Investment Banking
5 1 (1.61%) Front Office
Job Titles
1 34 (54.84%) Analyst
2 19 (30.65%) Business Analyst
3 15 (24.19%) Architect
4 10 (16.13%) Applications Support
5 9 (14.52%) Applications Support Analyst
5 9 (14.52%) Support Analyst
6 8 (12.90%) Data Architect
7 7 (11.29%) Developer
8 6 (9.68%) Software Engineer
9 3 (4.84%) Business Systems Analyst
9 3 (4.84%) Systems Analyst
9 3 (4.84%) Senior .NET Architect
9 3 (4.84%) .NET Architect
9 3 (4.84%) Insurance Business Analyst
9 3 (4.84%) Applications Architect
9 3 (4.84%) ETL Developer
9 3 (4.84%) Senior Architect
10 2 (3.23%) Agile Business Analyst
10 2 (3.23%) Data Modeller
11 1 (1.61%) SAS Developer
Libraries, Frameworks & Software Standards
1 13 (20.97%) XML
2 10 (16.13%) XSLT
3 6 (9.68%) .NET
3 6 (9.68%) Spring
4 5 (8.06%) Middleware
5 4 (6.45%) XML Schema
5 4 (6.45%) XForms
6 3 (4.84%) ASP.NET
6 3 (4.84%) CSS
6 3 (4.84%) HTML
7 1 (1.61%) jQuery
7 1 (1.61%) HTML5
7 1 (1.61%) CSS3
7 1 (1.61%) Backbone.js
7 1 (1.61%) Twitter Bootstrap
7 1 (1.61%) XSL
7 1 (1.61%) ODBC
Miscellaneous
1 6 (9.68%) Equities
1 6 (9.68%) Computer Science
1 6 (9.68%) Open Source
1 6 (9.68%) Hedge funds
2 4 (6.45%) Analytical Skills
3 3 (4.84%) Social Media
3 3 (4.84%) Reference Data
3 3 (4.84%) Data Extraction
4 1 (1.61%) Mainframe
4 1 (1.61%) Management Information System
Operating Systems
1 6 (9.68%) UNIX
1 6 (9.68%) Linux
Processes & Methodologies
1 20 (32.26%) Agile Software Development
1 20 (32.26%) Business Analysis
2 17 (27.42%) Project Management
3 16 (25.81%) Requirements Analysis
4 15 (24.19%) Systems Analysis
4 15 (24.19%) UML
5 12 (19.35%) ERD
6 11 (17.74%) BPR
7 10 (16.13%) Use Case
8 9 (14.52%) ITIL
9 8 (12.90%) ETL
9 8 (12.90%) Business Intelligence
10 7 (11.29%) SOA
10 7 (11.29%) Data Management
10 7 (11.29%) Stakeholder Management
10 7 (11.29%) Investment Management
10 7 (11.29%) Master Data Management
11 6 (9.68%) Multithreading
11 6 (9.68%) Information Architecture
11 6 (9.68%) Algorithmic Trading
Programming Languages
1 22 (35.48%) SQL
2 10 (16.13%) T-SQL
3 7 (11.29%) Java
4 6 (9.68%) C#
4 6 (9.68%) C++
5 4 (6.45%) JavaScript
5 4 (6.45%) PL/SQL
5 4 (6.45%) C
5 4 (6.45%) XPath
6 1 (1.61%) VBScript
Qualifications
1 14 (22.58%) Degree
2 1 (1.61%) PRINCE2 Certification
2 1 (1.61%) ITIL Certification
Quality Assurance & Compliance
1 4 (6.45%) Data Quality
2 2 (3.23%) QA
3 1 (1.61%) ISO 9001
3 1 (1.61%) SLA
Vendors
1 14 (22.58%) Microsoft
2 10 (16.13%) Oracle
2 10 (16.13%) SAP
3 9 (14.52%) Fidessa
4 8 (12.90%) thinkFolio
5 7 (11.29%) Bloomberg
6 3 (4.84%) Teradata
6 3 (4.84%) Informatica
6 3 (4.84%) Cognos
6 3 (4.84%) Sybase
6 3 (4.84%) Talend
7 1 (1.61%) Sitecore
7 1 (1.61%) Twitter
7 1 (1.61%) Google
Edinburgh
Cathcart Associates
Salary: Excellent Salary + Benefits
Posted: Yesterday
Edinburgh, Midlothian
Cloudreach
Salary: Competitive + Bonus & Benefits
Posted: Yesterday
Edinburgh
Cathcart Associates
Salary: £60,000 - £80,000 per year
Posted: 6 days ago