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 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 42 60 70
Rank change year-on-year
+18 +10
Permanent jobs citing Data Modelling 58 40 36
As % of all permanent IT jobs located in Edinburgh 4.55% 2.89% 2.54%
As % of the Processes & Methodologies category 5.04% 3.32% 2.95%
Number of salaries quoted 28 34 20
Average salary £50,000 £44,000 £55,000
Average salary % change year-on-year
+13.63% -20.00%
90% offered a salary of more than £37,500 £40,000 £40,975
10% offered a salary of more than £55,000 £55,000 £80,000
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
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 1204 1220
As % of all permanent IT jobs located in Edinburgh 90.35% 86.93% 86.22%
Number of salaries quoted 775 752 803
Average salary £47,500 £44,000 £42,500
Average salary % change year-on-year
+7.95% +3.52%
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £65,000 £67,500 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 11 February 2016.

Data Modelling Salary Histogram in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 11 February 2016, 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 52 (56.52%) Oracle
2 50 (54.35%) SQL
3 48 (52.17%) Business Intelligence
4 45 (48.91%) Data Warehouse
5 41 (44.57%) Oracle Database
6 40 (43.48%) Finance
7 36 (39.13%) Oracle Database 10g
8 34 (36.96%) PL/SQL
9 32 (34.78%) Banking
10 31 (33.70%) Data Analysis
10 31 (33.70%) ETL
11 30 (32.61%) Analytical Skills
12 28 (30.43%) Stakeholder Management
13 24 (26.09%) Oracle Database 11g
14 23 (25.00%) Business Analysis
15 20 (21.74%) BusinessObjects
15 20 (21.74%) Informatica
16 19 (20.65%) Data Management
16 19 (20.65%) Dimensional Modelling
17 18 (19.57%) Agile Software Development
17 18 (19.57%) Asset Management
17 18 (19.57%) Scrum
18 17 (18.48%) Oracle Forms
18 17 (18.48%) Tableau
19 16 (17.39%) Oracle ODI
19 16 (17.39%) ETL Development
19 16 (17.39%) Oracle Reports
19 16 (17.39%) PowerCenter
19 16 (17.39%) Management Information System
20 15 (16.30%) BODI

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 11 February 2016, 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 10 (10.87%) SAS
2 4 (4.35%) Oracle Spatial
3 2 (2.17%) Apache
3 2 (2.17%) Node.js
4 1 (1.09%) Alfresco
4 1 (1.09%) Documentum
4 1 (1.09%) FileNet
Applications
1 15 (16.30%) MS Excel
2 12 (13.04%) MS PowerPoint
3 1 (1.09%) DOC1
Business Applications
1 12 (13.04%) Oracle 11i
1 12 (13.04%) Oracle Applications
1 12 (13.04%) Oracle EBS
1 12 (13.04%) Oracle EBS R12
2 3 (3.26%) SAP MDM
Cloud Services
1 5 (5.43%) Google Analytics
2 2 (2.17%) Amazon AWS
2 2 (2.17%) Amazon EC2
2 2 (2.17%) Microsoft Azure
Communications & Networking
1 2 (2.17%) Network Security
2 1 (1.09%) Firewall
2 1 (1.09%) TCP/IP
Database & Business Intelligence
1 45 (48.91%) Data Warehouse
2 41 (44.57%) Oracle Database
3 36 (39.13%) Oracle Database 10g
4 24 (26.09%) Oracle Database 11g
5 20 (21.74%) BusinessObjects
6 16 (17.39%) Oracle ODI
6 16 (17.39%) Oracle Reports
6 16 (17.39%) PowerCenter
7 15 (16.30%) BODI
8 13 (14.13%) SQL Server
9 12 (13.04%) DataStage
9 12 (13.04%) Oracle BI Publisher
10 10 (10.87%) Hadoop
11 9 (9.78%) RDBMS
11 9 (9.78%) Relational Database
12 8 (8.70%) Oracle BI EE
12 8 (8.70%) QlikView
12 8 (8.70%) SQL Server Analysis Services
13 6 (6.52%) SQL Server 2012
13 6 (6.52%) SQL Server 2014
Development Applications
1 17 (18.48%) Oracle Forms
2 14 (15.22%) JDeveloper
3 8 (8.70%) JIRA
4 5 (5.43%) Team Foundation Server
4 5 (5.43%) Visual Studio
5 4 (4.35%) Oracle APEX
5 4 (4.35%) Toad
6 2 (2.17%) Selenium
7 1 (1.09%) PowerDesigner
General
1 40 (43.48%) Finance
2 32 (34.78%) Banking
3 10 (10.87%) Investment Banking
4 8 (8.70%) Financial Institution
5 7 (7.61%) Front Office
6 2 (2.17%) Retail
7 1 (1.09%) Retail Banking
Job Titles
1 31 (33.70%) Developer
2 25 (27.17%) Analyst
3 20 (21.74%) Consultant
4 16 (17.39%) Oracle Developer
5 15 (16.30%) Business Analyst
5 15 (16.30%) Business Intelligence Consultant
6 9 (9.78%) Applications Developer
6 9 (9.78%) Asset Management Analyst
6 9 (9.78%) Asset Management Business Analyst
6 9 (9.78%) Oracle Applications Developer
7 8 (8.70%) Business Consultant
7 8 (8.70%) QlikView Developer
8 7 (7.61%) Business Intelligence Analyst
8 7 (7.61%) Wealth Management Business Analyst
9 5 (5.43%) Business Intelligence Developer
9 5 (5.43%) Development Consultant
9 5 (5.43%) ETL Consultant
9 5 (5.43%) Oracle Consultant
9 5 (5.43%) Senior Analyst
9 5 (5.43%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (15.22%) XML
2 8 (8.70%) .NET
3 6 (6.52%) CSS
3 6 (6.52%) HTML
4 4 (4.35%) SOAP
4 4 (4.35%) Web Services
5 3 (3.26%) Backbone.js
5 3 (3.26%) jQuery
6 2 (2.17%) Ajax
6 2 (2.17%) AngularJS
6 2 (2.17%) Ember.js
6 2 (2.17%) Ext JS
6 2 (2.17%) HTML5
6 2 (2.17%) LAMP
6 2 (2.17%) React
7 1 (1.09%) JSON
7 1 (1.09%) RESTful
Miscellaneous
1 30 (32.61%) Analytical Skills
2 16 (17.39%) Management Information System
3 10 (10.87%) Data Integration
4 7 (7.61%) Computer Science
5 2 (2.17%) Enterprise Software
5 2 (2.17%) PMI
6 1 (1.09%) Credit Risk
6 1 (1.09%) Data Protection Act
6 1 (1.09%) Mathematics
6 1 (1.09%) Replication
6 1 (1.09%) Statistics
Operating Systems
1 3 (3.26%) Linux
Processes & Methodologies
1 48 (52.17%) Business Intelligence
2 31 (33.70%) Data Analysis
2 31 (33.70%) ETL
3 28 (30.43%) Stakeholder Management
4 23 (25.00%) Business Analysis
5 19 (20.65%) Data Management
5 19 (20.65%) Dimensional Modelling
6 18 (19.57%) Agile Software Development
6 18 (19.57%) Asset Management
6 18 (19.57%) Scrum
7 16 (17.39%) ETL Development
8 15 (16.30%) Analytics
8 15 (16.30%) Data Governance
9 14 (15.22%) Logical Data Model
9 14 (15.22%) Physical Data Model
10 10 (10.87%) Dashboard Development
10 10 (10.87%) Six Sigma
10 10 (10.87%) User Acceptance Testing
11 8 (8.70%) Project Management
11 8 (8.70%) Workflow
Programming Languages
1 50 (54.35%) SQL
2 34 (36.96%) PL/SQL
3 11 (11.96%) Java
4 9 (9.78%) T-SQL
5 7 (7.61%) JavaScript
6 5 (5.43%) C#
7 3 (3.26%) Python
8 1 (1.09%) C++
Qualifications
1 11 (11.96%) Degree
2 4 (4.35%) OCA
2 4 (4.35%) Oracle Certification
3 3 (3.26%) IIBA
4 2 (2.17%) PMI Certification
4 2 (2.17%) Security Cleared
Quality Assurance & Compliance
1 9 (9.78%) Data Quality
2 1 (1.09%) QA
Vendors
1 52 (56.52%) Oracle
2 20 (21.74%) Informatica
3 17 (18.48%) Tableau
4 14 (15.22%) Cognos
4 14 (15.22%) Microsoft
5 13 (14.13%) Teradata
6 5 (5.43%) Google
7 3 (3.26%) SAP
8 1 (1.09%) Ab Initio
8 1 (1.09%) Kofax
8 1 (1.09%) Laserfiche
8 1 (1.09%) Splunk
Edinburgh, Midlothian
Search Consultancy
Salary: £35000 - £60000 per annum + benefits
Posted: Yesterday
Edinburgh, Midlothian
McGregor Boyall
Salary: £35000 - £40000 per annum
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 2 days ago
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Salary: £40000 - £80,000 (Depending on Experience)
Posted: 2 days ago
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Unspecified
Posted: 3 days ago
Edinburgh, Midlothian
Lorien Resourcing
Posted: 6 days ago
Edinburgh, Midlothian
CGI
Salary: £45000 - £55000 per annum + benefits
Posted: 7 days ago
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Hays Specialist Recruitment Ltd
Salary: £47000.00 - £60000.00 per annum
Posted: 16 days ago