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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 69 56 71
Rank change year-on-year
-13 +15
Permanent jobs citing Data Modelling 37 47 21
As % of all permanent IT jobs located in Edinburgh 2.62% 3.24% 1.76%
As % of the Processes & Methodologies category 3.03% 3.93% 2.13%
Number of salaries quoted 28 36 11
Average salary £50,000 £50,000 £54,500
Average salary % change year-on-year
- -8.25%
90% offered a salary of more than £44,000 £43,750 £40,000
10% offered a salary of more than £55,750 £80,000 £56,000
UK excluding London average salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +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
1220 1197 984
As % of all permanent IT jobs located in Edinburgh 86.46% 82.44% 82.27%
Number of salaries quoted 818 783 635
Average salary £43,000 £42,500 £42,500
Average salary % change year-on-year
+1.17% -
90% offered a salary of more than £30,950 £32,400 £28,500
10% offered a salary of more than £60,000 £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 19 December 2014.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 19 December 2014, 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 23 (39.66%) Project Management
2 20 (34.48%) Agile Software Development
2 20 (34.48%) Business Analysis
3 19 (32.76%) Degree
4 18 (31.03%) Finance
5 16 (27.59%) Requirements Analysis
6 15 (25.86%) Systems Analysis
7 13 (22.41%) Use Case
7 13 (22.41%) SQL
8 12 (20.69%) XML
8 12 (20.69%) XSLT
8 12 (20.69%) ERD
8 12 (20.69%) UML
9 11 (18.97%) BPR
10 10 (17.24%) Business Intelligence
10 10 (17.24%) Microsoft
10 10 (17.24%) T-SQL
11 9 (15.52%) Markit EDM
11 9 (15.52%) Fidessa
11 9 (15.52%) SAP
11 9 (15.52%) ITIL
11 9 (15.52%) PRINCE2
12 8 (13.79%) DSDM
12 8 (13.79%) MS Excel
12 8 (13.79%) thinkFolio
12 8 (13.79%) ETL
12 8 (13.79%) Investment Management
13 7 (12.07%) Algorithmic Trading
13 7 (12.07%) Multithreading
13 7 (12.07%) UNIX

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 19 December 2014, 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 4 (6.90%) SAS
1 4 (6.90%) NetWeaver
2 3 (5.17%) SharePoint
Applications
1 8 (13.79%) MS Excel
2 5 (8.62%) Spreadsheet
3 3 (5.17%) SPSS
Business Applications
1 9 (15.52%) Markit EDM
2 3 (5.17%) Oracle EBS
Communications & Networking
1 6 (10.34%) Internet
Database & Business Intelligence
1 7 (12.07%) SAP BW
2 6 (10.34%) SQL Server
2 6 (10.34%) Data Warehouse
3 4 (6.90%) SAP BI
3 4 (6.90%) BusinessObjects
4 3 (5.17%) SAP HANA
4 3 (5.17%) Big Data
4 3 (5.17%) SQL Server Reporting Services
4 3 (5.17%) SQL Server Integration Services
4 3 (5.17%) Oracle OLAP
4 3 (5.17%) SQL Server Analysis Services
4 3 (5.17%) DB2
4 3 (5.17%) OLAP
5 2 (3.45%) RDBMS
5 2 (3.45%) Oracle Database
5 2 (3.45%) Relational Database
6 1 (1.72%) SAS Enterprise Guide
Development Applications
1 4 (6.90%) ERwin
2 3 (5.17%) PowerDesigner
3 1 (1.72%) Subversion
General
1 18 (31.03%) Finance
2 6 (10.34%) Banking
3 4 (6.90%) Marketing
4 3 (5.17%) Retail
5 1 (1.72%) Publishing
Job Titles
1 33 (56.90%) Analyst
2 19 (32.76%) Business Analyst
3 11 (18.97%) Architect
4 10 (17.24%) Applications Support
5 9 (15.52%) Applications Support Analyst
5 9 (15.52%) Support Analyst
6 7 (12.07%) Software Engineer
7 6 (10.34%) Data Architect
8 4 (6.90%) Business Intelligence Consultant
8 4 (6.90%) Consultant
8 4 (6.90%) Business Systems Analyst
8 4 (6.90%) Systems Analyst
9 3 (5.17%) SAP Consultant
9 3 (5.17%) Business Consultant
9 3 (5.17%) Applications Architect
9 3 (5.17%) Insurance Business Analyst
9 3 (5.17%) SAP BI Consultant
10 2 (3.45%) Agile Business Analyst
10 2 (3.45%) SAP Business Consultant
10 2 (3.45%) Business Architect
Libraries, Frameworks & Software Standards
1 12 (20.69%) XML
1 12 (20.69%) XSLT
2 7 (12.07%) Spring
3 6 (10.34%) XML Schema
3 6 (10.34%) XForms
3 6 (10.34%) Middleware
Miscellaneous
1 7 (12.07%) Equities
1 7 (12.07%) Computer Science
1 7 (12.07%) Open Source
1 7 (12.07%) Hedge funds
2 3 (5.17%) Analytical Skills
2 3 (5.17%) Social Media
2 3 (5.17%) Reference Data
3 1 (1.72%) Data Integration
3 1 (1.72%) Blackberry
3 1 (1.72%) Mainframe
3 1 (1.72%) Data Structures
Operating Systems
1 7 (12.07%) UNIX
1 7 (12.07%) Linux
Processes & Methodologies
1 23 (39.66%) Project Management
2 20 (34.48%) Agile Software Development
2 20 (34.48%) Business Analysis
3 16 (27.59%) Requirements Analysis
4 15 (25.86%) Systems Analysis
5 13 (22.41%) Use Case
6 12 (20.69%) ERD
6 12 (20.69%) UML
7 11 (18.97%) BPR
8 10 (17.24%) Business Intelligence
9 9 (15.52%) ITIL
9 9 (15.52%) PRINCE2
10 8 (13.79%) DSDM
10 8 (13.79%) ETL
10 8 (13.79%) Investment Management
11 7 (12.07%) Algorithmic Trading
11 7 (12.07%) Multithreading
11 7 (12.07%) OO
11 7 (12.07%) Software Engineering
12 6 (10.34%) Stakeholder Management
Programming Languages
1 13 (22.41%) SQL
2 10 (17.24%) T-SQL
3 7 (12.07%) C++
3 7 (12.07%) Java
4 6 (10.34%) XPath
5 4 (6.90%) ABAP
6 3 (5.17%) C
7 1 (1.72%) PL/SQL
7 1 (1.72%) VBScript
Qualifications
1 19 (32.76%) Degree
2 1 (1.72%) PRINCE2 Certification
2 1 (1.72%) ITIL Certification
Quality Assurance & Compliance
1 5 (8.62%) SLA
2 3 (5.17%) QA
3 2 (3.45%) ISO 9001
Vendors
1 10 (17.24%) Microsoft
2 9 (15.52%) Fidessa
2 9 (15.52%) SAP
3 8 (13.79%) thinkFolio
4 7 (12.07%) Bloomberg
5 6 (10.34%) Oracle
6 4 (6.90%) Business Objects
7 3 (5.17%) Sybase
7 3 (5.17%) Cognos
7 3 (5.17%) Teradata
7 3 (5.17%) Informatica
Edinburgh
Cathcart Associates
Salary: Unrivalled Bonus + Benefits
Posted: 5 days ago
Edinburgh, Midlothian
Cloudreach
Salary: Competitive
Posted: 11 days ago
Edinburgh, Midlothian
Cloudreach
Posted: 18 days ago
Edinburgh
Cathcart Associates
Salary: Excellent Salary + Benefits
Posted: 26 days ago
Edinburgh, Scotland
Edward Carter Solutions
Salary: £43,000 - £45,000 per annum plus bonus and benefits - excellent career potential
Posted: 27 days ago