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

Location
3 months to
31 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 63 76 46
Rank change year-on-year
+13 -30
Permanent jobs citing Data Modelling 43 27 54
As % of all permanent IT jobs located in Edinburgh 2.70% 1.83% 4.52%
As % of the Processes & Methodologies category 3.06% 2.17% 5.25%
Number of salaries quoted 37 15 27
Average salary £47,500 £40,000 £55,500
Average salary % change year-on-year
+18.75% -27.92%
90% offered a salary of more than £33,200 £37,500 £50,000
10% offered a salary of more than £68,100 £70,000 £60,000
UK excluding London average salary £49,250 £45,000 £45,000
% change year-on-year
+9.44% -
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
1405 1244 1029
As % of all permanent IT jobs located in Edinburgh 88.36% 84.45% 86.18%
Number of salaries quoted 893 823 640
Average salary £45,000 £42,000 £45,000
Average salary % change year-on-year
+7.14% -6.66%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 31 August 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 31 August 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 37 (42.05%) Business Intelligence
2 34 (38.64%) Finance
3 32 (36.36%) ETL
3 32 (36.36%) SQL
4 26 (29.55%) Project Management
5 23 (26.14%) Data Warehouse
6 22 (25.00%) Analytics
7 21 (23.86%) Oracle
8 19 (21.59%) SAP
8 19 (21.59%) Stakeholder Management
9 18 (20.45%) BusinessObjects
10 17 (19.32%) Agile Software Development
10 17 (19.32%) Degree
11 16 (18.18%) Data Integration
11 16 (18.18%) Logical Data Model
11 16 (18.18%) Analytical Skills
11 16 (18.18%) Business Analysis
12 15 (17.05%) Data Architecture
13 14 (15.91%) Microsoft
13 14 (15.91%) SQL Server
14 13 (14.77%) MS Excel
14 13 (14.77%) SAP BW
14 13 (14.77%) SAP BI
14 13 (14.77%) Data Analysis
15 12 (13.64%) Data Management
15 12 (13.64%) SAS
16 11 (12.50%) Data Mining
16 11 (12.50%) UML
17 10 (11.36%) T-SQL
17 10 (11.36%) ABAP

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 31 August 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 12 (13.64%) SAS
2 10 (11.36%) NetWeaver
3 1 (1.14%) WebSphere
3 1 (1.14%) SharePoint
Applications
1 13 (14.77%) MS Excel
2 5 (5.68%) SPSS
Cloud Services
1 3 (3.41%) Amazon EC2
1 3 (3.41%) Microsoft Azure
1 3 (3.41%) Amazon AWS
2 2 (2.27%) Google Analytics
Communications & Networking
1 3 (3.41%) Internet
Database & Business Intelligence
1 23 (26.14%) Data Warehouse
2 18 (20.45%) BusinessObjects
3 14 (15.91%) SQL Server
4 13 (14.77%) SAP BW
4 13 (14.77%) SAP BI
5 11 (12.50%) Data Mining
6 9 (10.23%) Big Data
7 6 (6.82%) DB2
7 6 (6.82%) QlikView
8 5 (5.68%) Spotfire
9 4 (4.55%) SQL Server Analysis Services
9 4 (4.55%) Oracle BI EE
9 4 (4.55%) Hadoop
10 3 (3.41%) NoSQL
10 3 (3.41%) MySQL
10 3 (3.41%) SQL Server Integration Services
11 2 (2.27%) SQL Server Reporting Services
11 2 (2.27%) Data Mart
11 2 (2.27%) Oracle OWB
11 2 (2.27%) Relational Database
Development Applications
1 3 (3.41%) Visual Studio
1 3 (3.41%) Oracle Forms
1 3 (3.41%) Team Foundation Server
2 1 (1.14%) Redmine
2 1 (1.14%) RequisitePro
2 1 (1.14%) JIRA
2 1 (1.14%) Selenium
General
1 34 (38.64%) Finance
2 10 (11.36%) Banking
3 6 (6.82%) Investment Banking
4 4 (4.55%) Retail
5 2 (2.27%) Retail Banking
5 2 (2.27%) Marketing
6 1 (1.14%) Financial Institution
6 1 (1.14%) Advertising
Job Titles
1 35 (39.77%) Analyst
2 23 (26.14%) Business Analyst
3 20 (22.73%) Architect
4 17 (19.32%) Data Architect
5 15 (17.05%) Business Intelligence Consultant
5 15 (17.05%) Consultant
6 13 (14.77%) SAP Consultant
6 13 (14.77%) SAP BI Consultant
7 10 (11.36%) SAP Business Consultant
7 10 (11.36%) Business Consultant
8 8 (9.09%) Senior Analyst
8 8 (9.09%) Senior Business Analyst
9 6 (6.82%) Data Analyst
10 5 (5.68%) Technical Analyst
10 5 (5.68%) Developer
10 5 (5.68%) Data Manager
10 5 (5.68%) Data Analytics Manager
11 4 (4.55%) Enterprise Architect
11 4 (4.55%) Technical Business Analyst
12 3 (3.41%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 4 (4.55%) XML
1 4 (4.55%) XSLT
2 3 (3.41%) XML Schema
2 3 (3.41%) XForms
3 2 (2.27%) Middleware
4 1 (1.14%) NHibernate
4 1 (1.14%) .NET Framework
4 1 (1.14%) Symfony
4 1 (1.14%) WebSphere Message Broker
4 1 (1.14%) RESTful
4 1 (1.14%) ASP.NET MVC
4 1 (1.14%) REST
4 1 (1.14%) ASP.NET MVC 3
4 1 (1.14%) JMS
4 1 (1.14%) XSD
4 1 (1.14%) .NET
4 1 (1.14%) ASP.NET
4 1 (1.14%) SOAP
4 1 (1.14%) Web Services
Miscellaneous
1 16 (18.18%) Data Integration
1 16 (18.18%) Analytical Skills
2 6 (6.82%) Enterprise Software
3 4 (4.55%) Visualisation
3 4 (4.55%) Management Information System
4 3 (3.41%) Mainframe
5 2 (2.27%) Mathematics
6 1 (1.14%) Computer Science
6 1 (1.14%) Data Conversion
6 1 (1.14%) Digital Media
6 1 (1.14%) PMI
6 1 (1.14%) Replication
6 1 (1.14%) Economics
6 1 (1.14%) Data Structures
Operating Systems
1 2 (2.27%) Linux
2 1 (1.14%) UNIX
Processes & Methodologies
1 37 (42.05%) Business Intelligence
2 32 (36.36%) ETL
3 26 (29.55%) Project Management
4 22 (25.00%) Analytics
5 19 (21.59%) Stakeholder Management
6 17 (19.32%) Agile Software Development
7 16 (18.18%) Business Analysis
7 16 (18.18%) Logical Data Model
8 15 (17.05%) Data Architecture
9 13 (14.77%) Data Analysis
10 12 (13.64%) Data Management
11 11 (12.50%) UML
12 10 (11.36%) Information Architecture
12 10 (11.36%) Use Case
12 10 (11.36%) Integration Testing
12 10 (11.36%) Data Analytics
13 9 (10.23%) Requirements Engineering
13 9 (10.23%) GAP Analysis
14 8 (9.09%) Migration
15 6 (6.82%) Six Sigma
Programming Languages
1 32 (36.36%) SQL
2 10 (11.36%) T-SQL
2 10 (11.36%) ABAP
3 3 (3.41%) XPath
3 3 (3.41%) C#
4 1 (1.14%) JavaScript
4 1 (1.14%) PHP
4 1 (1.14%) PL/SQL
Qualifications
1 17 (19.32%) Degree
2 8 (9.09%) Security Cleared
3 6 (6.82%) IIBA
4 1 (1.14%) PMI Certification
Quality Assurance & Compliance
1 10 (11.36%) SLA
2 3 (3.41%) ISO 9001
Vendors
1 21 (23.86%) Oracle
2 19 (21.59%) SAP
3 14 (15.91%) Microsoft
4 7 (7.95%) Tableau
5 4 (4.55%) Teradata
5 4 (4.55%) Informatica
6 3 (3.41%) Cognos
7 2 (2.27%) MicroStrategy
7 2 (2.27%) Google
8 1 (1.14%) Netezza
8 1 (1.14%) DataFlux
8 1 (1.14%) Anaplan
8 1 (1.14%) Ab Initio
8 1 (1.14%) Hyperion
8 1 (1.14%) IBM
Edinburgh & Lothians
ANSON MCCADE
Salary: £30, 000 - £65,000
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £55,000 + full range of benefits
Posted: 5 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: benefits, D.O.E.
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £70,000-£90,000 plus attractive benefits,
Posted: 6 days ago
Edinburgh
Sanderson
Posted: 6 days ago