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 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 47 62 74
Rank change year-on-year
+15 +12
Permanent jobs citing Data Modelling 57 52 17
As % of all permanent IT jobs located in Edinburgh 4.14% 3.13% 1.52%
As % of the Processes & Methodologies category 4.80% 3.68% 1.92%
Number of salaries quoted 47 22 12
Average salary £44,000 £55,000 £65,250
Average salary % change year-on-year
-20.00% -15.70%
90% offered a salary of more than £38,500 £27,425 £41,150
10% offered a salary of more than £66,000 £80,000 £68,000
UK excluding London average salary £47,500 £45,000 £45,000
% change year-on-year
+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
1188 1413 884
As % of all permanent IT jobs located in Edinburgh 86.27% 85.17% 78.93%
Number of salaries quoted 690 920 515
Average salary £45,000 £42,500 £44,500
Average salary % change year-on-year
+5.88% -4.49%
90% offered a salary of more than £32,500 £29,000 £27,500
10% offered a salary of more than £60,000 £64,000 £60,000
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 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 17 April 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 17 April 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 44 (48.35%) Business Intelligence
2 43 (47.25%) Project Management
3 40 (43.96%) Degree
4 36 (39.56%) SAP
5 35 (38.46%) Business Objects
5 35 (38.46%) Finance
6 33 (36.26%) ETL
6 33 (36.26%) SAP BW
7 31 (34.07%) BusinessObjects
7 31 (34.07%) SAP BI
8 21 (23.08%) Agile Software Development
8 21 (23.08%) Use Case
9 20 (21.98%) SLA
9 20 (21.98%) NetWeaver
9 20 (21.98%) ABAP
9 20 (21.98%) Integration Testing
10 19 (20.88%) XML
10 19 (20.88%) XSLT
10 19 (20.88%) PRINCE2
10 19 (20.88%) SOA
11 18 (19.78%) XForms
11 18 (19.78%) XML Schema
11 18 (19.78%) SQL
11 18 (19.78%) XPath
12 17 (18.68%) DSDM
12 17 (18.68%) Data Warehouse
12 17 (18.68%) Internet
13 16 (17.58%) Middleware
13 16 (17.58%) E-Commerce
14 15 (16.48%) Data Integration

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 17 April 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 (21.98%) NetWeaver
2 7 (7.69%) SAS
3 2 (2.20%) SharePoint
4 1 (1.10%) WebSphere
Applications
1 9 (9.89%) MS Excel
2 3 (3.30%) SPSS
Business Applications
1 2 (2.20%) Oracle EBS
Communications & Networking
1 17 (18.68%) Internet
Database & Business Intelligence
1 33 (36.26%) SAP BW
2 31 (34.07%) SAP BI
2 31 (34.07%) BusinessObjects
3 17 (18.68%) Data Warehouse
4 9 (9.89%) SQL Server
5 7 (7.69%) Big Data
6 6 (6.59%) Data Mining
7 5 (5.49%) Relational Database
8 4 (4.40%) SQL Server Reporting Services
8 4 (4.40%) SQL Server Integration Services
8 4 (4.40%) SQL Server Analysis Services
9 3 (3.30%) Oracle BI EE
10 2 (2.20%) Oracle OLAP
10 2 (2.20%) SQL Server 2012
10 2 (2.20%) Oracle Database
10 2 (2.20%) SAP HANA
10 2 (2.20%) RDBMS
10 2 (2.20%) DB2
10 2 (2.20%) OLAP
11 1 (1.10%) Spotfire
Development Applications
1 3 (3.30%) ERwin
2 2 (2.20%) PowerDesigner
3 1 (1.10%) Team Foundation Server
General
1 35 (38.46%) Finance
2 4 (4.40%) Retail
3 3 (3.30%) Marketing
3 3 (3.30%) Banking
Job Titles
1 34 (37.36%) Architect
2 31 (34.07%) Consultant
3 29 (31.87%) SAP Consultant
4 27 (29.67%) Business Intelligence Consultant
5 25 (27.47%) SAP BI Consultant
6 23 (25.27%) Business Consultant
7 21 (23.08%) SAP Business Consultant
8 20 (21.98%) Data Architect
9 19 (20.88%) Analyst
10 8 (8.79%) Business Analyst
11 6 (6.59%) Systems Analyst
12 4 (4.40%) Software Engineer
12 4 (4.40%) Data Analyst
12 4 (4.40%) SAP BW Consultant
12 4 (4.40%) AWS Architect
13 3 (3.30%) Technical Architect
13 3 (3.30%) Business Systems Analyst
14 2 (2.20%) Developer
14 2 (2.20%) Principal Consultant
14 2 (2.20%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 19 (20.88%) XML
1 19 (20.88%) XSLT
2 18 (19.78%) XML Schema
2 18 (19.78%) XForms
3 16 (17.58%) Middleware
4 4 (4.40%) Spring
5 1 (1.10%) WebSphere Message Broker
5 1 (1.10%) REST
5 1 (1.10%) XSD
5 1 (1.10%) .NET
5 1 (1.10%) SOAP
5 1 (1.10%) Web Services
5 1 (1.10%) JMS
Miscellaneous
1 15 (16.48%) Data Integration
2 6 (6.59%) Enterprise Software
2 6 (6.59%) Analytical Skills
3 5 (5.49%) Computer Science
4 4 (4.40%) Equities
4 4 (4.40%) Open Source
4 4 (4.40%) Hedge funds
5 2 (2.20%) Social Media
5 2 (2.20%) Management Information System
5 2 (2.20%) Reference Data
6 1 (1.10%) Visualisation
6 1 (1.10%) Blackberry
6 1 (1.10%) Statistics
6 1 (1.10%) Mathematics
6 1 (1.10%) Data Structures
Operating Systems
1 4 (4.40%) UNIX
1 4 (4.40%) Linux
Processes & Methodologies
1 44 (48.35%) Business Intelligence
2 43 (47.25%) Project Management
3 33 (36.26%) ETL
4 21 (23.08%) Agile Software Development
4 21 (23.08%) Use Case
5 20 (21.98%) Integration Testing
6 19 (20.88%) SOA
6 19 (20.88%) PRINCE2
7 17 (18.68%) DSDM
8 16 (17.58%) E-Commerce
9 15 (16.48%) Analytics
10 13 (14.29%) Content Management
11 11 (12.09%) Business Analysis
11 11 (12.09%) UML
11 11 (12.09%) Data Architecture
11 11 (12.09%) Logical Data Model
12 10 (10.99%) Migration
13 9 (9.89%) Technical Architecture
14 8 (8.79%) Information Architecture
15 7 (7.69%) Physical Data Model
Programming Languages
1 20 (21.98%) ABAP
2 18 (19.78%) XPath
2 18 (19.78%) SQL
3 9 (9.89%) T-SQL
4 4 (4.40%) C++
4 4 (4.40%) Java
5 1 (1.10%) VBScript
5 1 (1.10%) C#
Qualifications
1 40 (43.96%) Degree
2 1 (1.10%) PhD
2 1 (1.10%) PRINCE2 Certification
Quality Assurance & Compliance
1 20 (21.98%) SLA
2 9 (9.89%) ISO 9001
3 2 (2.20%) QA
Vendors
1 36 (39.56%) SAP
2 35 (38.46%) Business Objects
3 12 (13.19%) Microsoft
4 11 (12.09%) Oracle
5 2 (2.20%) Sybase
5 2 (2.20%) Cognos
5 2 (2.20%) Informatica
5 2 (2.20%) Teradata
6 1 (1.10%) Tableau
6 1 (1.10%) Salesforce.com
Edinburgh
Nigel Frank International Limited - Newcastle
Salary: £30000 - £45000 per annum + Excellent Bonus, Benefits & Training
Posted: 3 days ago
Edinburgh
Harnham 1
Posted: 4 days ago
Edinburgh, Midlothian
PwC
Salary: Competitive plus benefits
Posted: 10 days ago
Edinburgh
Harnham 1
Posted: 26 days ago