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

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 69 75 53
Rank change year-on-year
+6 -22
Permanent jobs citing Data Modelling 35 36 43
As % of all permanent IT jobs located in Edinburgh 2.42% 2.32% 3.70%
As % of the Processes & Methodologies category 2.76% 2.68% 4.38%
Number of salaries quoted 23 17 17
Average salary £44,000 £70,000 £53,000
Average salary % change year-on-year
-37.14% +32.07%
90% offered a salary of more than £39,700 £37,500 £37,500
10% offered a salary of more than £54,000 £77,000 £56,900
UK excluding London average salary £45,000 £45,000 £45,000
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
1268 1345 982
As % of all permanent IT jobs located in Edinburgh 87.69% 86.55% 84.58%
Number of salaries quoted 797 870 592
Average salary £45,000 £44,000 £42,500
Average salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £61,500 £57,500 £60,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 3 July 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 3 July 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 48 (51.61%) Business Intelligence
2 44 (47.31%) Project Management
3 38 (40.86%) ETL
4 36 (38.71%) SAP
4 36 (38.71%) Business Objects
5 35 (37.63%) Finance
5 35 (37.63%) Degree
6 32 (34.41%) BusinessObjects
7 31 (33.33%) SAP BW
7 31 (33.33%) SAP BI
8 28 (30.11%) SQL
9 23 (24.73%) Analytics
10 22 (23.66%) Agile Software Development
11 20 (21.51%) NetWeaver
11 20 (21.51%) SLA
11 20 (21.51%) ABAP
11 20 (21.51%) Integration Testing
12 17 (18.28%) Data Warehouse
13 16 (17.20%) Data Integration
13 16 (17.20%) Use Case
14 15 (16.13%) PRINCE2
14 15 (16.13%) Oracle
15 14 (15.05%) XML
15 14 (15.05%) XSLT
15 14 (15.05%) DSDM
15 14 (15.05%) SOA
15 14 (15.05%) Data Architecture
16 13 (13.98%) XML Schema
16 13 (13.98%) XForms
16 13 (13.98%) XPath

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 3 July 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 20 (21.51%) NetWeaver
2 11 (11.83%) SAS
3 1 (1.08%) SharePoint
3 1 (1.08%) WebSphere
Applications
1 10 (10.75%) MS Excel
2 4 (4.30%) SPSS
Cloud Services
1 1 (1.08%) Amazon EC2
1 1 (1.08%) Microsoft Azure
1 1 (1.08%) Amazon AWS
Communications & Networking
1 12 (12.90%) Internet
Database & Business Intelligence
1 32 (34.41%) BusinessObjects
2 31 (33.33%) SAP BW
2 31 (33.33%) SAP BI
3 17 (18.28%) Data Warehouse
4 10 (10.75%) Data Mining
5 9 (9.68%) SQL Server
6 7 (7.53%) Big Data
7 5 (5.38%) QlikView
8 4 (4.30%) Spotfire
8 4 (4.30%) Oracle BI EE
9 3 (3.23%) SQL Server Integration Services
9 3 (3.23%) MySQL
9 3 (3.23%) SQL Server Analysis Services
9 3 (3.23%) Relational Database
10 2 (2.15%) SQL Server 2012
10 2 (2.15%) SQL Server Reporting Services
10 2 (2.15%) SQL Server 2008
11 1 (1.08%) Hadoop
11 1 (1.08%) MongoDB
11 1 (1.08%) NoSQL
Development Applications
1 2 (2.15%) Team Foundation Server
2 1 (1.08%) Redmine
2 1 (1.08%) Visual Studio
2 1 (1.08%) JIRA
2 1 (1.08%) Selenium
General
1 35 (37.63%) Finance
2 4 (4.30%) Retail
3 3 (3.23%) Marketing
4 1 (1.08%) Advertising
4 1 (1.08%) Banking
4 1 (1.08%) Financial Institution
Job Titles
1 31 (33.33%) Consultant
2 30 (32.26%) SAP Consultant
3 28 (30.11%) Architect
4 27 (29.03%) Business Intelligence Consultant
5 26 (27.96%) SAP BI Consultant
6 24 (25.81%) Business Consultant
7 23 (24.73%) SAP Business Consultant
8 21 (22.58%) Analyst
9 18 (19.35%) Data Architect
10 9 (9.68%) Business Analyst
11 7 (7.53%) Data Analyst
12 5 (5.38%) Data Manager
12 5 (5.38%) Developer
12 5 (5.38%) Data Analytics Manager
13 4 (4.30%) AWS Architect
13 4 (4.30%) Senior Business Analyst
13 4 (4.30%) Senior Analyst
13 4 (4.30%) SAP BW Consultant
14 3 (3.23%) Systems Analyst
14 3 (3.23%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 14 (15.05%) XML
1 14 (15.05%) XSLT
2 13 (13.98%) XML Schema
2 13 (13.98%) XForms
3 11 (11.83%) Middleware
4 2 (2.15%) .NET
5 1 (1.08%) ASP.NET
5 1 (1.08%) SOAP
5 1 (1.08%) Web Services
5 1 (1.08%) JMS
5 1 (1.08%) XSD
5 1 (1.08%) NHibernate
5 1 (1.08%) .NET Framework
5 1 (1.08%) Symfony
5 1 (1.08%) WebSphere Message Broker
5 1 (1.08%) RESTful
5 1 (1.08%) ASP.NET MVC
5 1 (1.08%) REST
5 1 (1.08%) ASP.NET MVC 3
Miscellaneous
1 16 (17.20%) Data Integration
2 11 (11.83%) Analytical Skills
3 6 (6.45%) Enterprise Software
4 4 (4.30%) Visualisation
5 2 (2.15%) Mathematics
5 2 (2.15%) Computer Science
5 2 (2.15%) Management Information System
6 1 (1.08%) Replication
6 1 (1.08%) Economics
6 1 (1.08%) Statistics
6 1 (1.08%) Digital Media
6 1 (1.08%) Data Structures
Operating Systems
1 2 (2.15%) Linux
2 1 (1.08%) UNIX
Processes & Methodologies
1 48 (51.61%) Business Intelligence
2 44 (47.31%) Project Management
3 38 (40.86%) ETL
4 23 (24.73%) Analytics
5 22 (23.66%) Agile Software Development
6 20 (21.51%) Integration Testing
7 16 (17.20%) Use Case
8 15 (16.13%) PRINCE2
9 14 (15.05%) DSDM
9 14 (15.05%) SOA
9 14 (15.05%) Data Architecture
10 12 (12.90%) Logical Data Model
11 11 (11.83%) E-Commerce
11 11 (11.83%) Content Management
12 10 (10.75%) Data Analysis
12 10 (10.75%) Data Analytics
13 9 (9.68%) Business Analysis
13 9 (9.68%) Data Management
13 9 (9.68%) Migration
14 8 (8.60%) Technical Architecture
Programming Languages
1 28 (30.11%) SQL
2 20 (21.51%) ABAP
3 13 (13.98%) XPath
4 9 (9.68%) T-SQL
5 2 (2.15%) C#
6 1 (1.08%) JavaScript
6 1 (1.08%) PHP
Qualifications
1 35 (37.63%) Degree
2 3 (3.23%) Security Cleared
3 1 (1.08%) PhD
Quality Assurance & Compliance
1 20 (21.51%) SLA
2 8 (8.60%) ISO 9001
3 1 (1.08%) QA
Vendors
1 36 (38.71%) Business Objects
1 36 (38.71%) SAP
2 15 (16.13%) Oracle
3 12 (12.90%) Microsoft
4 4 (4.30%) Tableau
5 2 (2.15%) Cognos
6 1 (1.08%) Anaplan
6 1 (1.08%) Hyperion
6 1 (1.08%) Informatica
6 1 (1.08%) MicroStrategy
6 1 (1.08%) Salesforce.com
Edinburgh, Midlothian
Sanderson
Salary: £40000.00 - £55000.00 per annum + BENEFITS
Posted: 8 hours ago
Edinburgh, Midlothian
Sanderson Recruitment Plc
Salary: bonus + Pension
Posted: Yesterday
Edinburgh, Midlothian
Head Resourcing
Salary: £40000 - £50000 per annum
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: Yesterday
Edinburgh, Midlothian
Sanderson
Salary: £33000 - £45000 per annum + bonus + pension
Posted: 4 days ago