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

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Data Modeling
Rank 55 68 78
Rank change year-on-year
+13 +10
Permanent jobs citing Data Modelling 41 35 14
As % of all permanent IT jobs located in Edinburgh 3.01% 2.60% 1.21%
As % of the Processes & Methodologies category 3.57% 3.11% 1.46%
Number of salaries quoted 34 21 6
Average salary £45,000 £55,000 £48,500
Average salary % change year-on-year
-18.18% +13.40%
90% offered a salary of more than £40,750 £42,500 £40,000
10% offered a salary of more than £55,000 £80,000 £64,000
UK excluding London average salary £46,000 £47,500 £45,000
% change year-on-year
-3.15% +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
1149 1125 957
As % of all permanent IT jobs located in Edinburgh 84.30% 83.46% 82.50%
Number of salaries quoted 745 738 616
Average salary £44,000 £42,500 £45,000
Average salary % change year-on-year
+3.52% -5.55%
90% offered a salary of more than £32,500 £30,500 £28,500
10% offered a salary of more than £61,500 £60,000 £67,500
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 30 January 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 January 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 34 (50.00%) Project Management
2 31 (45.59%) Degree
3 22 (32.35%) Business Intelligence
3 22 (32.35%) Finance
3 22 (32.35%) Agile Software Development
4 20 (29.41%) SAP
5 18 (26.47%) SAP BW
6 17 (25.00%) Use Case
6 17 (25.00%) Business Analysis
7 16 (23.53%) Requirements Analysis
7 16 (23.53%) Business Objects
8 15 (22.06%) XML
8 15 (22.06%) XSLT
8 15 (22.06%) ETL
8 15 (22.06%) SAP BI
8 15 (22.06%) BusinessObjects
9 14 (20.59%) Systems Analysis
10 13 (19.12%) PRINCE2
11 12 (17.65%) DSDM
11 12 (17.65%) UML
11 12 (17.65%) ERD
12 11 (16.18%) XPath
12 11 (16.18%) Integration Testing
12 11 (16.18%) E-Commerce
12 11 (16.18%) SOA
12 11 (16.18%) SQL
12 11 (16.18%) ABAP
12 11 (16.18%) XML Schema
12 11 (16.18%) BPR
12 11 (16.18%) SLA

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 30 January 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 11 (16.18%) NetWeaver
2 5 (7.35%) SAS
3 3 (4.41%) SharePoint
Applications
1 7 (10.29%) MS Excel
2 4 (5.88%) Spreadsheet
3 3 (4.41%) SPSS
Business Applications
1 4 (5.88%) Markit EDM
2 3 (4.41%) Oracle EBS
Communications & Networking
1 10 (14.71%) Internet
Database & Business Intelligence
1 18 (26.47%) SAP BW
2 15 (22.06%) SAP BI
2 15 (22.06%) BusinessObjects
3 8 (11.76%) Data Warehouse
4 5 (7.35%) SQL Server
5 3 (4.41%) Oracle OLAP
5 3 (4.41%) SQL Server Reporting Services
5 3 (4.41%) SQL Server Integration Services
5 3 (4.41%) DB2
5 3 (4.41%) OLAP
5 3 (4.41%) Big Data
5 3 (4.41%) SQL Server Analysis Services
5 3 (4.41%) SAP HANA
6 2 (2.94%) Oracle Database
6 2 (2.94%) Relational Database
6 2 (2.94%) RDBMS
7 1 (1.47%) SAS Enterprise Guide
Development Applications
1 4 (5.88%) ERwin
2 3 (4.41%) PowerDesigner
3 1 (1.47%) Subversion
General
1 22 (32.35%) Finance
2 6 (8.82%) Banking
3 5 (7.35%) Marketing
4 3 (4.41%) Retail
5 1 (1.47%) Publishing
Job Titles
1 27 (39.71%) Analyst
2 17 (25.00%) Business Analyst
3 16 (23.53%) Architect
4 15 (22.06%) Consultant
5 13 (19.12%) SAP Consultant
5 13 (19.12%) Business Intelligence Consultant
6 12 (17.65%) Business Consultant
7 11 (16.18%) SAP BI Consultant
8 10 (14.71%) SAP Business Consultant
9 7 (10.29%) Software Engineer
9 7 (10.29%) Data Architect
10 5 (7.35%) Business Systems Analyst
10 5 (7.35%) Systems Analyst
11 4 (5.88%) Applications Support
12 3 (4.41%) Data Analyst
12 3 (4.41%) Business Architect
12 3 (4.41%) Applications Support Analyst
12 3 (4.41%) Applications Architect
12 3 (4.41%) Support Analyst
13 2 (2.94%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 15 (22.06%) XML
1 15 (22.06%) XSLT
2 11 (16.18%) XML Schema
2 11 (16.18%) XForms
2 11 (16.18%) Middleware
3 7 (10.29%) Spring
Miscellaneous
1 8 (11.76%) Computer Science
2 7 (10.29%) Open Source
2 7 (10.29%) Hedge funds
2 7 (10.29%) Equities
3 4 (5.88%) Data Integration
3 4 (5.88%) Analytical Skills
4 3 (4.41%) Reference Data
4 3 (4.41%) Social Media
5 1 (1.47%) Mathematics
5 1 (1.47%) Statistics
5 1 (1.47%) Management Information System
5 1 (1.47%) Mainframe
5 1 (1.47%) Blackberry
5 1 (1.47%) Data Structures
Operating Systems
1 7 (10.29%) UNIX
1 7 (10.29%) Linux
Processes & Methodologies
1 34 (50.00%) Project Management
2 22 (32.35%) Business Intelligence
2 22 (32.35%) Agile Software Development
3 17 (25.00%) Use Case
3 17 (25.00%) Business Analysis
4 16 (23.53%) Requirements Analysis
5 15 (22.06%) ETL
6 14 (20.59%) Systems Analysis
7 13 (19.12%) PRINCE2
8 12 (17.65%) DSDM
8 12 (17.65%) UML
8 12 (17.65%) ERD
9 11 (16.18%) Integration Testing
9 11 (16.18%) E-Commerce
9 11 (16.18%) SOA
9 11 (16.18%) BPR
10 8 (11.76%) Analytics
11 7 (10.29%) Algorithmic Trading
11 7 (10.29%) Multithreading
11 7 (10.29%) Investment Management
Programming Languages
1 11 (16.18%) XPath
1 11 (16.18%) SQL
1 11 (16.18%) ABAP
2 7 (10.29%) C++
2 7 (10.29%) Java
3 4 (5.88%) T-SQL
4 2 (2.94%) C
5 1 (1.47%) VBScript
5 1 (1.47%) PL/SQL
Qualifications
1 31 (45.59%) Degree
2 1 (1.47%) PhD
2 1 (1.47%) PRINCE2 Certification
Quality Assurance & Compliance
1 11 (16.18%) SLA
2 4 (5.88%) ISO 9001
2 4 (5.88%) QA
Vendors
1 20 (29.41%) SAP
2 16 (23.53%) Business Objects
3 9 (13.24%) Microsoft
4 6 (8.82%) Oracle
5 4 (5.88%) Fidessa
5 4 (5.88%) Bloomberg
5 4 (5.88%) thinkFolio
6 3 (4.41%) Teradata
6 3 (4.41%) Sybase
6 3 (4.41%) Cognos
6 3 (4.41%) Informatica
7 1 (1.47%) Salesforce.com
Edinburgh, Midlothian
Cloudreach
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