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 29 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 May 2015
Same period 2014 Same period 2013
Data Modeling
Rank 54 70 57
Rank change year-on-year
+16 -13
Permanent jobs citing Data Modelling 45 43 35
As % of all permanent IT jobs located in Edinburgh 3.40% 2.76% 3.16%
As % of the Processes & Methodologies category 3.91% 3.21% 3.90%
Number of salaries quoted 31 21 15
Average salary £44,000 £64,000 £53,000
Average salary % change year-on-year
-31.25% +20.75%
90% offered a salary of more than £38,500 £29,000 £38,900
10% offered a salary of more than £60,000 £80,000 £68,000
UK excluding London average salary £45,000 £45,000 £45,000
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
1151 1339 898
As % of all permanent IT jobs located in Edinburgh 86.93% 85.94% 80.97%
Number of salaries quoted 698 867 535
Average salary £45,000 £44,000 £42,500
Average salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £32,500 £29,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 29 May 2015.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 May 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 49 (53.26%) Project Management
2 47 (51.09%) Business Intelligence
3 41 (44.57%) ETL
4 40 (43.48%) Business Objects
4 40 (43.48%) SAP
4 40 (43.48%) Degree
5 36 (39.13%) Finance
5 36 (39.13%) BusinessObjects
6 35 (38.04%) SAP BW
6 35 (38.04%) SAP BI
7 25 (27.17%) SQL
8 24 (26.09%) ABAP
8 24 (26.09%) NetWeaver
8 24 (26.09%) SLA
8 24 (26.09%) Integration Testing
9 19 (20.65%) Agile Software Development
10 18 (19.57%) Use Case
10 18 (19.57%) Analytics
11 17 (18.48%) PRINCE2
12 16 (17.39%) DSDM
12 16 (17.39%) Data Warehouse
12 16 (17.39%) SOA
12 16 (17.39%) XML
12 16 (17.39%) XSLT
12 16 (17.39%) Data Integration
13 15 (16.30%) XML Schema
13 15 (16.30%) XForms
13 15 (16.30%) XPath
14 14 (15.22%) Internet
14 14 (15.22%) Oracle

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 29 May 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 24 (26.09%) NetWeaver
2 11 (11.96%) SAS
3 1 (1.09%) SharePoint
3 1 (1.09%) WebSphere
Applications
1 9 (9.78%) MS Excel
2 4 (4.35%) SPSS
Communications & Networking
1 14 (15.22%) Internet
Database & Business Intelligence
1 36 (39.13%) BusinessObjects
2 35 (38.04%) SAP BW
2 35 (38.04%) SAP BI
3 16 (17.39%) Data Warehouse
4 8 (8.70%) SQL Server
5 7 (7.61%) Data Mining
6 6 (6.52%) Big Data
7 5 (5.43%) QlikView
8 4 (4.35%) Oracle BI EE
8 4 (4.35%) Spotfire
9 3 (3.26%) SQL Server Analysis Services
9 3 (3.26%) Relational Database
9 3 (3.26%) SQL Server Integration Services
10 2 (2.17%) SQL Server Reporting Services
10 2 (2.17%) MySQL
10 2 (2.17%) SQL Server 2012
11 1 (1.09%) SQL Server 2008
Development Applications
1 1 (1.09%) Team Foundation Server
General
1 36 (39.13%) Finance
2 4 (4.35%) Retail
3 2 (2.17%) Marketing
4 1 (1.09%) Banking
4 1 (1.09%) Financial Institution
4 1 (1.09%) Advertising
Job Titles
1 35 (38.04%) Consultant
2 33 (35.87%) SAP Consultant
3 31 (33.70%) Business Intelligence Consultant
4 29 (31.52%) Architect
4 29 (31.52%) SAP BI Consultant
5 28 (30.43%) Business Consultant
6 26 (28.26%) SAP Business Consultant
7 17 (18.48%) Data Architect
8 15 (16.30%) Analyst
9 8 (8.70%) Business Analyst
10 5 (5.43%) Data Analytics Manager
10 5 (5.43%) Systems Analyst
10 5 (5.43%) Data Manager
11 4 (4.35%) SAP BW Consultant
11 4 (4.35%) Developer
11 4 (4.35%) AWS Architect
12 3 (3.26%) Technical Architect
12 3 (3.26%) Data Analyst
13 2 (2.17%) Administrator
13 2 (2.17%) Principal Consultant
Libraries, Frameworks & Software Standards
1 16 (17.39%) XML
1 16 (17.39%) XSLT
2 15 (16.30%) XML Schema
2 15 (16.30%) XForms
3 13 (14.13%) Middleware
4 1 (1.09%) REST
4 1 (1.09%) XSD
4 1 (1.09%) SOAP
4 1 (1.09%) Web Services
4 1 (1.09%) .NET
4 1 (1.09%) JMS
4 1 (1.09%) Spring
4 1 (1.09%) WebSphere Message Broker
Miscellaneous
1 16 (17.39%) Data Integration
2 9 (9.78%) Analytical Skills
3 6 (6.52%) Enterprise Software
4 4 (4.35%) Visualisation
5 3 (3.26%) Computer Science
6 2 (2.17%) Management Information System
6 2 (2.17%) Mathematics
7 1 (1.09%) Digital Media
7 1 (1.09%) Data Structures
7 1 (1.09%) Hedge funds
7 1 (1.09%) Blackberry
7 1 (1.09%) Statistics
7 1 (1.09%) Economics
7 1 (1.09%) Replication
7 1 (1.09%) Equities
Operating Systems
1 2 (2.17%) UNIX
1 2 (2.17%) Linux
Processes & Methodologies
1 49 (53.26%) Project Management
2 47 (51.09%) Business Intelligence
3 41 (44.57%) ETL
4 24 (26.09%) Integration Testing
5 19 (20.65%) Agile Software Development
6 18 (19.57%) Use Case
6 18 (19.57%) Analytics
7 17 (18.48%) PRINCE2
8 16 (17.39%) DSDM
8 16 (17.39%) SOA
9 13 (14.13%) E-Commerce
9 13 (14.13%) Content Management
9 13 (14.13%) Data Architecture
10 12 (13.04%) Logical Data Model
11 10 (10.87%) Business Analysis
12 9 (9.78%) Technical Architecture
12 9 (9.78%) Data Management
13 8 (8.70%) UML
13 8 (8.70%) Migration
13 8 (8.70%) Data Analysis
Programming Languages
1 25 (27.17%) SQL
2 24 (26.09%) ABAP
3 15 (16.30%) XPath
4 9 (9.78%) T-SQL
5 1 (1.09%) C#
5 1 (1.09%) C++
5 1 (1.09%) Java
Qualifications
1 40 (43.48%) Degree
2 1 (1.09%) PhD
Quality Assurance & Compliance
1 24 (26.09%) SLA
2 9 (9.78%) ISO 9001
3 2 (2.17%) QA
Vendors
1 40 (43.48%) Business Objects
1 40 (43.48%) SAP
2 14 (15.22%) Oracle
3 10 (10.87%) Microsoft
4 4 (4.35%) Tableau
5 2 (2.17%) Cognos
6 1 (1.09%) Anaplan
6 1 (1.09%) Hyperion
6 1 (1.09%) Informatica
6 1 (1.09%) MicroStrategy
6 1 (1.09%) Salesforce.com
Edinburgh
Cathcart Associates
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 11 days ago