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

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 50 67 81
Rank change year-on-year
+17 +14
Permanent jobs citing Data Modelling 57 43 12
As % of all permanent IT jobs located in Edinburgh 4.22% 2.86% 1.10%
As % of the Processes & Methodologies category 4.94% 3.40% 1.40%
Number of salaries quoted 49 22 11
Average salary £44,000 £55,000 £62,500
Average salary % change year-on-year
-20.00% -12.00%
90% offered a salary of more than £38,500 £29,000 £41,000
10% offered a salary of more than £65,500 £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
1153 1266 856
As % of all permanent IT jobs located in Edinburgh 85.41% 84.18% 78.39%
Number of salaries quoted 676 828 524
Average salary £44,000 £41,500 £45,000
Average salary % change year-on-year
+6.02% -7.77%
90% offered a salary of more than £32,500 £30,000 £27,500
10% offered a salary of more than £60,000 £62,500 £60,000
UK excluding London average salary £43,275 £42,500 £40,000
% change year-on-year
+1.82% +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 27 March 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 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 45 (47.87%) Project Management
2 42 (44.68%) Business Intelligence
3 39 (41.49%) Degree
4 35 (37.23%) Finance
5 32 (34.04%) SAP
6 31 (32.98%) Business Objects
7 30 (31.91%) ETL
7 30 (31.91%) SAP BW
8 28 (29.79%) Agile Software Development
9 27 (28.72%) BusinessObjects
9 27 (28.72%) SAP BI
10 23 (24.47%) Use Case
11 21 (22.34%) PRINCE2
12 20 (21.28%) SOA
12 20 (21.28%) XML
12 20 (21.28%) XSLT
13 19 (20.21%) XML Schema
13 19 (20.21%) XForms
13 19 (20.21%) Data Warehouse
13 19 (20.21%) DSDM
13 19 (20.21%) XPath
14 18 (19.15%) Internet
15 17 (18.09%) Middleware
15 17 (18.09%) E-Commerce
16 16 (17.02%) ABAP
16 16 (17.02%) NetWeaver
16 16 (17.02%) SLA
16 16 (17.02%) Integration Testing
17 15 (15.96%) Analytics
17 15 (15.96%) SQL

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 27 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 16 (17.02%) NetWeaver
2 8 (8.51%) SAS
3 3 (3.19%) SharePoint
4 1 (1.06%) WebSphere
Applications
1 10 (10.64%) MS Excel
2 3 (3.19%) SPSS
Business Applications
1 3 (3.19%) Oracle EBS
Communications & Networking
1 18 (19.15%) Internet
Database & Business Intelligence
1 30 (31.91%) SAP BW
2 27 (28.72%) SAP BI
2 27 (28.72%) BusinessObjects
3 19 (20.21%) Data Warehouse
4 8 (8.51%) SQL Server
4 8 (8.51%) Big Data
5 6 (6.38%) Data Mining
6 5 (5.32%) SQL Server Reporting Services
6 5 (5.32%) SQL Server Integration Services
6 5 (5.32%) SQL Server Analysis Services
6 5 (5.32%) Relational Database
7 3 (3.19%) Oracle BI EE
7 3 (3.19%) SAP HANA
7 3 (3.19%) Oracle OLAP
7 3 (3.19%) DB2
7 3 (3.19%) OLAP
8 2 (2.13%) RDBMS
8 2 (2.13%) SQL Server 2012
8 2 (2.13%) Oracle Database
9 1 (1.06%) SQL Server 2008
Development Applications
1 4 (4.26%) ERwin
2 2 (2.13%) PowerDesigner
3 1 (1.06%) Team Foundation Server
General
1 35 (37.23%) Finance
2 5 (5.32%) Marketing
3 4 (4.26%) Banking
3 4 (4.26%) Retail
Job Titles
1 34 (36.17%) Architect
2 27 (28.72%) Consultant
3 25 (26.60%) Analyst
3 25 (26.60%) SAP Consultant
4 23 (24.47%) Business Intelligence Consultant
5 21 (22.34%) SAP BI Consultant
6 19 (20.21%) Business Consultant
6 19 (20.21%) Data Architect
7 17 (18.09%) SAP Business Consultant
8 13 (13.83%) Business Analyst
9 8 (8.51%) Systems Analyst
10 5 (5.32%) Business Systems Analyst
10 5 (5.32%) Software Engineer
11 4 (4.26%) Data Analyst
11 4 (4.26%) SAP BW Consultant
11 4 (4.26%) AWS Architect
12 3 (3.19%) Developer
12 3 (3.19%) Technical Architect
12 3 (3.19%) Applications Architect
12 3 (3.19%) Business Architect
Libraries, Frameworks & Software Standards
1 20 (21.28%) XML
1 20 (21.28%) XSLT
2 19 (20.21%) XML Schema
2 19 (20.21%) XForms
3 17 (18.09%) Middleware
4 5 (5.32%) Spring
5 1 (1.06%) WebSphere Message Broker
5 1 (1.06%) REST
5 1 (1.06%) XSD
5 1 (1.06%) .NET
5 1 (1.06%) SOAP
5 1 (1.06%) Web Services
5 1 (1.06%) JMS
Miscellaneous
1 13 (13.83%) Data Integration
2 6 (6.38%) Computer Science
2 6 (6.38%) Analytical Skills
3 5 (5.32%) Hedge funds
3 5 (5.32%) Open Source
3 5 (5.32%) Equities
4 4 (4.26%) Enterprise Software
5 3 (3.19%) Social Media
5 3 (3.19%) Reference Data
6 2 (2.13%) Management Information System
7 1 (1.06%) Data Structures
7 1 (1.06%) Statistics
7 1 (1.06%) Mathematics
7 1 (1.06%) Blackberry
7 1 (1.06%) Mainframe
Operating Systems
1 5 (5.32%) UNIX
1 5 (5.32%) Linux
Processes & Methodologies
1 45 (47.87%) Project Management
2 42 (44.68%) Business Intelligence
3 30 (31.91%) ETL
4 28 (29.79%) Agile Software Development
5 23 (24.47%) Use Case
6 21 (22.34%) PRINCE2
7 20 (21.28%) SOA
8 19 (20.21%) DSDM
9 17 (18.09%) E-Commerce
10 16 (17.02%) Integration Testing
11 15 (15.96%) Analytics
11 15 (15.96%) Business Analysis
12 13 (13.83%) Content Management
12 13 (13.83%) UML
13 12 (12.77%) Requirements Analysis
14 11 (11.70%) Systems Analysis
15 10 (10.64%) Logical Data Model
16 9 (9.57%) Data Architecture
16 9 (9.57%) ERD
16 9 (9.57%) Information Architecture
Programming Languages
1 19 (20.21%) XPath
2 16 (17.02%) ABAP
3 15 (15.96%) SQL
4 6 (6.38%) T-SQL
5 5 (5.32%) C++
5 5 (5.32%) Java
6 1 (1.06%) VBScript
6 1 (1.06%) C#
Qualifications
1 39 (41.49%) Degree
2 1 (1.06%) PhD
2 1 (1.06%) PRINCE2 Certification
Quality Assurance & Compliance
1 16 (17.02%) SLA
2 9 (9.57%) ISO 9001
3 2 (2.13%) QA
Vendors
1 32 (34.04%) SAP
2 31 (32.98%) Business Objects
3 13 (13.83%) Microsoft
4 11 (11.70%) Oracle
5 3 (3.19%) Sybase
5 3 (3.19%) Cognos
5 3 (3.19%) Informatica
5 3 (3.19%) Teradata
6 1 (1.06%) Salesforce.com
Edinburgh, Midlothian
Harris Global
Salary: bonus + bens
Posted: 3 days ago
Edinburgh, Midlothian
Big Wednesday Digital Ltd
Posted: 4 days ago
Edinburgh, Scotland, United Kingdom
PWC
Salary: Competitive + Benefits
Posted: 14 days ago
Edinburgh, Midlothian
Royal Bank Of Scotland
Salary: Competitive
Posted: 22 days ago