The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 79 89 67
Rank change year-on-year
+10 -22
Permanent jobs citing Data Modelling 89 92 113
As % of all permanent IT jobs located in Scotland 2.80% 2.28% 3.57%
As % of the Processes & Methodologies category 3.29% 2.81% 4.57%
Number of salaries quoted 63 41 41
Average salary £44,000 £47,000 £45,000
Average salary % change year-on-year
-6.38% +4.44%
90% offered a salary of more than £36,000 £29,000 £36,000
10% offered a salary of more than £64,500 £80,000 £68,000
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
Data Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2704 3277 2475
As % of all permanent IT jobs located in Scotland 85.17% 81.19% 78.20%
Number of salaries quoted 1653 2149 1419
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Data Modelling
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Scotland

Data Modelling
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Scotland region.

Data Modelling Salary Trend in Scotland

Data Modelling
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Modelling across the Scotland region over the 3 months to 17 April 2015.

Data Modelling Salary Histogram in Scotland

Data Modelling
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Modelling within the Scotland region over the 3 months to 17 April 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +15 57 £44,000 -20.00% 9
Glasgow +10 31 £42,500 -9.57% 1
West Lothian 0 1 £35,000 +7.69%
Stirling -3 1 - -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 17 April 2015, IT jobs across the Scotland 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 78 (43.33%) SQL
2 69 (38.33%) Finance
3 66 (36.67%) Business Intelligence
4 53 (29.44%) Business Objects
5 51 (28.33%) ETL
5 51 (28.33%) Agile Software Development
6 48 (26.67%) Degree
6 48 (26.67%) Data Warehouse
7 45 (25.00%) Project Management
8 44 (24.44%) XML
9 43 (23.89%) SAP
10 37 (20.56%) SQL Server
10 37 (20.56%) BusinessObjects
11 34 (18.89%) SAP BW
12 32 (17.78%) SAP BI
12 32 (17.78%) Oracle
13 30 (16.67%) Data Management
14 29 (16.11%) Banking
15 28 (15.56%) Logical Data Model
16 26 (14.44%) SLA
17 25 (13.89%) Java
18 24 (13.33%) Data Analysis
19 23 (12.78%) SOA
19 23 (12.78%) MS Excel
20 22 (12.22%) Microsoft
20 22 (12.22%) Middleware
20 22 (12.22%) Relational Database
21 21 (11.67%) Analytics
21 21 (11.67%) Use Case
21 21 (11.67%) Integration Testing

Data Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 17 April 2015, IT jobs across the Scotland 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 21 (11.67%) NetWeaver
2 17 (9.44%) SAS
3 3 (1.67%) WebSphere
4 2 (1.11%) WebSphere Application Server
4 2 (1.11%) Tomcat
4 2 (1.11%) SharePoint
5 1 (0.56%) Mule
Applications
1 23 (12.78%) MS Excel
2 6 (3.33%) MS Office
3 3 (1.67%) SPSS
3 3 (1.67%) MS PowerPoint
Business Applications
1 2 (1.11%) Oracle EBS
2 1 (0.56%) Google Analytics
Communications & Networking
1 19 (10.56%) Internet
Database & Business Intelligence
1 48 (26.67%) Data Warehouse
2 37 (20.56%) SQL Server
2 37 (20.56%) BusinessObjects
3 34 (18.89%) SAP BW
4 32 (17.78%) SAP BI
5 22 (12.22%) Relational Database
6 17 (9.44%) RDBMS
7 15 (8.33%) SQL Server Integration Services
7 15 (8.33%) SQL Server 2008
8 13 (7.22%) SQL Server Analysis Services
8 13 (7.22%) Oracle Database
9 12 (6.67%) SQL Server 2012
9 12 (6.67%) SQL Server Reporting Services
10 11 (6.11%) SQL Server 2005
11 10 (5.56%) Big Data
12 8 (4.44%) Data Mining
13 7 (3.89%) Oracle Reports
13 7 (3.89%) Crystal Reports
14 6 (3.33%) MS Access
14 6 (3.33%) Sybase ASE
Development Applications
1 3 (1.67%) ERwin
2 2 (1.11%) Oracle APEX
2 2 (1.11%) PowerDesigner
3 1 (0.56%) Team Foundation Server
General
1 69 (38.33%) Finance
2 29 (16.11%) Banking
3 11 (6.11%) Retail
4 9 (5.00%) Back Office
5 4 (2.22%) Marketing
6 2 (1.11%) Retail Banking
6 2 (1.11%) Manufacturing
Job Titles
1 51 (28.33%) Architect
2 37 (20.56%) Analyst
3 35 (19.44%) Data Architect
4 33 (18.33%) Consultant
5 30 (16.67%) SAP Consultant
5 30 (16.67%) Developer
6 28 (15.56%) Business Intelligence Consultant
7 26 (14.44%) SAP BI Consultant
8 25 (13.89%) Business Analyst
9 24 (13.33%) Business Consultant
10 22 (12.22%) SAP Business Consultant
11 11 (6.11%) DBA
12 9 (5.00%) Senior Business Analyst
12 9 (5.00%) Senior Analyst
13 7 (3.89%) Data Manager
14 6 (3.33%) Technical Manager
14 6 (3.33%) Data Modeller
14 6 (3.33%) SQL Developer
14 6 (3.33%) Data Analyst
14 6 (3.33%) Business Developer
Libraries, Frameworks & Software Standards
1 44 (24.44%) XML
2 22 (12.22%) Middleware
3 19 (10.56%) XSLT
4 18 (10.00%) XML Schema
4 18 (10.00%) XML Messaging
4 18 (10.00%) XForms
5 8 (4.44%) SOAP
5 8 (4.44%) Web Services
6 7 (3.89%) HTML
7 6 (3.33%) CGI
7 6 (3.33%) Apache CXF
8 5 (2.78%) .NET
9 4 (2.22%) Spring
10 2 (1.11%) JMS
10 2 (1.11%) REST
11 1 (0.56%) Hibernate
11 1 (0.56%) .NET Framework
11 1 (0.56%) iBATIS
11 1 (0.56%) WebSphere Message Broker
11 1 (0.56%) ASP.NET
Miscellaneous
1 16 (8.89%) Analytical Skills
2 15 (8.33%) Data Integration
3 13 (7.22%) Derivative
4 9 (5.00%) Equities
4 9 (5.00%) Computer Science
5 8 (4.44%) Foreign Exchange (FX)
6 6 (3.33%) Management Information System
6 6 (3.33%) Replication
6 6 (3.33%) Clustering
6 6 (3.33%) Enterprise Software
7 5 (2.78%) Data Protection Act
8 4 (2.22%) Hedge funds
8 4 (2.22%) Open Source
9 3 (1.67%) Social Media
9 3 (1.67%) Visualisation
9 3 (1.67%) Taxonomies
10 2 (1.11%) Reference Data
10 2 (1.11%) Online Banking
10 2 (1.11%) Mainframe
11 1 (0.56%) N-Tier
Operating Systems
1 15 (8.33%) Windows
2 13 (7.22%) Linux
3 6 (3.33%) Windows NT
3 6 (3.33%) Windows XP
4 4 (2.22%) UNIX
Processes & Methodologies
1 66 (36.67%) Business Intelligence
2 51 (28.33%) ETL
2 51 (28.33%) Agile Software Development
3 45 (25.00%) Project Management
4 30 (16.67%) Data Management
5 28 (15.56%) Logical Data Model
6 24 (13.33%) Data Analysis
7 23 (12.78%) SOA
8 21 (11.67%) Use Case
8 21 (11.67%) Integration Testing
8 21 (11.67%) Analytics
9 19 (10.56%) PRINCE2
10 17 (9.44%) DSDM
10 17 (9.44%) Data Architecture
10 17 (9.44%) Physical Data Model
11 16 (8.89%) Master Data Management
11 16 (8.89%) E-Commerce
11 16 (8.89%) Technical Architecture
12 15 (8.33%) OO
12 15 (8.33%) Continuous Improvement
Programming Languages
1 78 (43.33%) SQL
2 25 (13.89%) Java
3 21 (11.67%) ABAP
4 18 (10.00%) XPath
4 18 (10.00%) T-SQL
5 14 (7.78%) C#
6 7 (3.89%) JavaScript
6 7 (3.89%) VBScript
7 6 (3.33%) PowerShell
8 4 (2.22%) C++
9 3 (1.67%) COBOL
10 2 (1.11%) PL/SQL
11 1 (0.56%) VB.NET
Qualifications
1 48 (26.67%) Degree
2 1 (0.56%) PhD
2 1 (0.56%) PRINCE2 Certification
Quality Assurance & Compliance
1 26 (14.44%) SLA
2 9 (5.00%) ISO 9001
3 4 (2.22%) QA
Vendors
1 53 (29.44%) Business Objects
2 43 (23.89%) SAP
3 32 (17.78%) Oracle
4 22 (12.22%) Microsoft
5 9 (5.00%) Sybase
6 6 (3.33%) IBM
7 5 (2.78%) Netezza
8 3 (1.67%) Informatica
8 3 (1.67%) Teradata
9 2 (1.11%) Compuware
9 2 (1.11%) Cognos
10 1 (0.56%) Cisco
10 1 (0.56%) Cognizant
10 1 (0.56%) Google
10 1 (0.56%) Salesforce.com
10 1 (0.56%) TIBCO
10 1 (0.56%) Pega
10 1 (0.56%) Tableau
Edinburgh
Nigel Frank International Limited - Newcastle
Salary: £30000 - £45000 per annum + Excellent Bonus, Benefits & Training
Posted: 2 days ago
Paisley
Nigel Frank International Limited - Newcastle
Salary: £30000 - £45000 per annum + Excellent Bonus, Benefits & Training
Posted: 2 days ago
Edinburgh
Harnham 1
Posted: 3 days ago
Edinburgh, Midlothian
PwC
Salary: Competitive plus benefits
Posted: 9 days ago
Edinburgh
Harnham 1
Posted: 25 days ago