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 2 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 53 63 84
Rank change year-on-year
+10 +21
Permanent jobs citing Data Modelling 47 42 11
As % of all permanent IT jobs located in Edinburgh 3.49% 2.92% 0.96%
As % of the Processes & Methodologies category 4.14% 3.46% 1.17%
Number of salaries quoted 39 22 11
Average salary £44,000 £55,750 £42,500
Average salary % change year-on-year
-21.07% +31.17%
90% offered a salary of more than £40,000 £31,250 £40,000
10% offered a salary of more than £57,000 £80,000 £68,000
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
1135 1213 942
As % of all permanent IT jobs located in Edinburgh 84.39% 84.24% 82.20%
Number of salaries quoted 690 793 609
Average salary £44,000 £41,000 £45,000
Average salary % change year-on-year
+7.31% -8.88%
90% offered a salary of more than £32,500 £30,000 £29,500
10% offered a salary of more than £60,000 £62,500 £65,000
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 2 March 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 2 March 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 43 (52.44%) Project Management
2 38 (46.34%) Degree
3 35 (42.68%) Business Intelligence
4 29 (35.37%) Agile Software Development
5 27 (32.93%) SAP
6 25 (30.49%) SAP BW
6 25 (30.49%) Finance
7 24 (29.27%) Business Objects
7 24 (29.27%) ETL
8 22 (26.83%) SAP BI
8 22 (26.83%) BusinessObjects
9 20 (24.39%) Use Case
10 18 (21.95%) PRINCE2
11 17 (20.73%) DSDM
11 17 (20.73%) XML
11 17 (20.73%) XSLT
12 16 (19.51%) SOA
12 16 (19.51%) XForms
12 16 (19.51%) XML Schema
12 16 (19.51%) XPath
13 15 (18.29%) Business Analysis
13 15 (18.29%) Internet
13 15 (18.29%) Middleware
13 15 (18.29%) SLA
13 15 (18.29%) NetWeaver
13 15 (18.29%) E-Commerce
13 15 (18.29%) ABAP
13 15 (18.29%) Integration Testing
14 14 (17.07%) Data Warehouse
14 14 (17.07%) Systems Analysis

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 2 March 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 15 (18.29%) NetWeaver
2 6 (7.32%) SAS
3 3 (3.66%) SharePoint
Applications
1 7 (8.54%) MS Excel
2 3 (3.66%) SPSS
3 1 (1.22%) Spreadsheet
Business Applications
1 3 (3.66%) Oracle EBS
2 1 (1.22%) thinkFolio
2 1 (1.22%) Markit EDM
Communications & Networking
1 15 (18.29%) Internet
Database & Business Intelligence
1 25 (30.49%) SAP BW
2 22 (26.83%) SAP BI
2 22 (26.83%) BusinessObjects
3 14 (17.07%) Data Warehouse
4 7 (8.54%) SQL Server
5 6 (7.32%) Big Data
6 5 (6.10%) SQL Server Analysis Services
6 5 (6.10%) SQL Server Reporting Services
6 5 (6.10%) SQL Server Integration Services
7 3 (3.66%) Oracle OLAP
7 3 (3.66%) DB2
7 3 (3.66%) OLAP
7 3 (3.66%) Data Mining
7 3 (3.66%) SAP HANA
7 3 (3.66%) Relational Database
8 2 (2.44%) SQL Server 2012
8 2 (2.44%) Oracle Database
8 2 (2.44%) RDBMS
9 1 (1.22%) SAS Enterprise Guide
9 1 (1.22%) Oracle BI EE
Development Applications
1 4 (4.88%) ERwin
2 3 (3.66%) PowerDesigner
3 1 (1.22%) Subversion
3 1 (1.22%) Team Foundation Server
General
1 25 (30.49%) Finance
2 5 (6.10%) Marketing
3 4 (4.88%) Banking
4 2 (2.44%) Retail
5 1 (1.22%) Publishing
Job Titles
1 25 (30.49%) Architect
2 24 (29.27%) Analyst
3 22 (26.83%) Consultant
4 20 (24.39%) SAP Consultant
5 18 (21.95%) Business Consultant
5 18 (21.95%) Business Intelligence Consultant
6 16 (19.51%) SAP Business Consultant
6 16 (19.51%) SAP BI Consultant
7 15 (18.29%) Business Analyst
8 12 (14.63%) Data Architect
9 7 (8.54%) Software Engineer
10 6 (7.32%) Systems Analyst
11 5 (6.10%) Business Systems Analyst
12 4 (4.88%) SAP BW Consultant
13 3 (3.66%) Applications Architect
13 3 (3.66%) Business Architect
13 3 (3.66%) Developer
13 3 (3.66%) Data Analyst
14 2 (2.44%) Principal Consultant
14 2 (2.44%) Technical Architect
Libraries, Frameworks & Software Standards
1 17 (20.73%) XML
1 17 (20.73%) XSLT
2 16 (19.51%) XML Schema
2 16 (19.51%) XForms
3 15 (18.29%) Middleware
4 7 (8.54%) Spring
5 1 (1.22%) .NET
Miscellaneous
1 8 (9.76%) Computer Science
1 8 (9.76%) Data Integration
2 7 (8.54%) Open Source
2 7 (8.54%) Equities
2 7 (8.54%) Hedge funds
3 5 (6.10%) Analytical Skills
4 3 (3.66%) Social Media
4 3 (3.66%) Reference Data
5 1 (1.22%) Statistics
5 1 (1.22%) Mathematics
5 1 (1.22%) Blackberry
5 1 (1.22%) Mainframe
5 1 (1.22%) Management Information System
5 1 (1.22%) Data Structures
5 1 (1.22%) Enterprise Software
Operating Systems
1 7 (8.54%) UNIX
1 7 (8.54%) Linux
Processes & Methodologies
1 43 (52.44%) Project Management
2 35 (42.68%) Business Intelligence
3 29 (35.37%) Agile Software Development
4 24 (29.27%) ETL
5 20 (24.39%) Use Case
6 18 (21.95%) PRINCE2
7 17 (20.73%) DSDM
8 16 (19.51%) SOA
9 15 (18.29%) E-Commerce
9 15 (18.29%) Business Analysis
9 15 (18.29%) Integration Testing
10 14 (17.07%) Requirements Analysis
10 14 (17.07%) Systems Analysis
11 12 (14.63%) UML
11 12 (14.63%) ERD
12 11 (13.41%) Analytics
12 11 (13.41%) BPR
12 11 (13.41%) Content Management
13 7 (8.54%) Software Engineering
13 7 (8.54%) OO
Programming Languages
1 16 (19.51%) XPath
2 15 (18.29%) ABAP
3 11 (13.41%) SQL
4 7 (8.54%) C++
4 7 (8.54%) Java
5 3 (3.66%) T-SQL
6 1 (1.22%) VBScript
6 1 (1.22%) PL/SQL
6 1 (1.22%) C#
Qualifications
1 38 (46.34%) Degree
2 1 (1.22%) PhD
2 1 (1.22%) PRINCE2 Certification
Quality Assurance & Compliance
1 15 (18.29%) SLA
2 7 (8.54%) ISO 9001
3 3 (3.66%) QA
Vendors
1 27 (32.93%) SAP
2 24 (29.27%) Business Objects
3 12 (14.63%) Microsoft
4 10 (12.20%) Oracle
5 3 (3.66%) Sybase
5 3 (3.66%) Cognos
5 3 (3.66%) Informatica
5 3 (3.66%) Teradata
6 1 (1.22%) Salesforce.com
6 1 (1.22%) Bloomberg
6 1 (1.22%) Fidessa
Edinburgh, Midlothian
Big Wednesday Digital Ltd
Posted: 4 days ago
Edinburgh
Churchill Frank
Posted: 19 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £45000 per annum + bonus + benefits
Posted: 21 days ago
Edinburgh, Midlothian
Cloudreach
Posted: 26 days ago