The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Edinburgh region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 28 August 2015 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 50 41 39
Rank change year-on-year
-9 -2
Contract jobs citing Data Modelling 44 41 29
As % of all contract IT jobs located in Edinburgh 2.62% 3.49% 2.63%
As % of the Processes & Methodologies category 3.33% 4.39% 3.55%
Number of daily rates quoted 29 21 14
Average daily rate
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£410 £438 £375
Average daily rate % change year-on-year
-6.28% +16.66%
90% offered a daily rate of more than £337 £350 £350
10% offered a daily rate of more than £650 £500 £450
UK excluding London average daily rate £440 £413 £400
% change year-on-year
+6.66% +3.12%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £45.00 £17.50 £37.80
% change year-on-year
+157.14% -53.70%
Data Modelling
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
1321 933 817
As % of all contract IT jobs located in Edinburgh 78.58% 79.34% 74.00%
Number of daily rates quoted 707 512 384
Average daily rate £400 £400 £396
Average daily rate % change year-on-year
- +1.01%
90% offered a daily rate of more than £288 £270 £288
10% offered a daily rate of more than £500 £525 £525
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 8 8 9
Average hourly rate £16.00 £15.77 £21.75
Average hourly rate % change year-on-year
+1.45% -27.49%
90% offered a hourly rate of more than £12.00 £12.00 £5.00
10% offered a hourly rate of more than £40.38 £22.50 £35.00
UK excluding London average hourly rate £32.50 £25.00 £30.00
% change year-on-year
+30.00% -16.66%

Data Modelling
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of IT contractor 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
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Edinburgh region.

Data Modelling Daily Rate Trend in Edinburgh

Data Modelling
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Edinburgh region over the 3 months to 28 August 2015.

Data Modelling Daily Rate Histogram in Edinburgh

Data Modelling
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Edinburgh region.

Data Modelling Hourly Rate Trend in Edinburgh

Data Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 August 2015, IT contractor 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 contract IT job ads sampled that cited Data Modelling.

1 33 (41.25%) Finance
2 28 (35.00%) Banking
3 27 (33.75%) Data Analysis
4 26 (32.50%) SQL
5 22 (27.50%) Oracle
5 22 (27.50%) UML
6 20 (25.00%) Agile Software Development
7 19 (23.75%) Use Case
8 18 (22.50%) ETL
9 17 (21.25%) Logical Data Model
10 13 (16.25%) Data Integration
11 12 (15.00%) Analytical Skills
11 12 (15.00%) OO
11 12 (15.00%) UNIX
12 11 (13.75%) SQL Server
12 11 (13.75%) Java
12 11 (13.75%) SOA
12 11 (13.75%) Informatica
12 11 (13.75%) PowerCenter
12 11 (13.75%) Migration
12 11 (13.75%) Data Quality
13 10 (12.50%) JPA
13 10 (12.50%) Oracle Database
13 10 (12.50%) SDLC
13 10 (12.50%) SAS
14 9 (11.25%) MS Visio
14 9 (11.25%) ERwin
14 9 (11.25%) Data Management
14 9 (11.25%) Credit Risk
14 9 (11.25%) BPMN

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 28 August 2015, IT contractor 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 contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 10 (12.50%) SAS
2 6 (7.50%) PowerExchange
3 4 (5.00%) JBoss
4 3 (3.75%) Oracle Spatial
5 2 (2.50%) WebLogic
6 1 (1.25%) SharePoint
Applications
1 9 (11.25%) MS Visio
2 5 (6.25%) MS Excel
3 1 (1.25%) MS Office
3 1 (1.25%) MS PowerPoint
Business Applications
1 8 (10.00%) Markit EDM
2 1 (1.25%) Oracle BPM
Cloud Services
1 3 (3.75%) Google Analytics
Database & Business Intelligence
1 11 (13.75%) SQL Server
1 11 (13.75%) PowerCenter
2 10 (12.50%) Oracle Database
3 8 (10.00%) Relational Database
4 6 (7.50%) Data Warehouse
5 4 (5.00%) SQL Server Integration Services
5 4 (5.00%) Oracle Database 11g
6 3 (3.75%) SQL Server Analysis Services
6 3 (3.75%) SQL Server 2012
6 3 (3.75%) SQL Server Reporting Services
6 3 (3.75%) MS Access
7 2 (2.50%) Oracle Database 10g
7 2 (2.50%) Oracle Reports
7 2 (2.50%) Oracle Database 12c
8 1 (1.25%) Data Mining
8 1 (1.25%) SQL Server 2005
Development Applications
1 9 (11.25%) ERwin
2 5 (6.25%) Toad
3 3 (3.75%) Visual Studio
3 3 (3.75%) Team Foundation Server
4 2 (2.50%) Oracle APEX
4 2 (2.50%) Oracle Forms
5 1 (1.25%) JDeveloper
General
1 33 (41.25%) Finance
2 28 (35.00%) Banking
3 8 (10.00%) Retail
4 3 (3.75%) Investment Banking
5 2 (2.50%) Advertising
6 1 (1.25%) Financial Institution
6 1 (1.25%) Law
Job Titles
1 36 (45.00%) Analyst
2 23 (28.75%) Architect
3 20 (25.00%) Business Analyst
4 16 (20.00%) Developer
5 12 (15.00%) Solutions Architect
6 9 (11.25%) Credit Risk Analyst
7 8 (10.00%) SAS Analyst
7 8 (10.00%) Data Analyst
8 7 (8.75%) ETL Architect
9 5 (6.25%) Data Modeller
9 5 (6.25%) Oracle Developer
9 5 (6.25%) Database Developer
10 4 (5.00%) SQL Developer
10 4 (5.00%) Senior Business Analyst
10 4 (5.00%) Senior Analyst
11 3 (3.75%) Oracle Database Developer
12 2 (2.50%) Credit Analyst
12 2 (2.50%) Risk Analyst
12 2 (2.50%) Banking Business Analyst
12 2 (2.50%) Data Architect
Libraries, Frameworks & Software Standards
1 10 (12.50%) JPA
2 4 (5.00%) Apache CXF
3 3 (3.75%) Drools
3 3 (3.75%) Web Services
3 3 (3.75%) Hibernate
3 3 (3.75%) JSF
4 2 (2.50%) XML
4 2 (2.50%) HTML
4 2 (2.50%) .NET
4 2 (2.50%) CSS
4 2 (2.50%) SOAP
5 1 (1.25%) ASP.NET
5 1 (1.25%) XSD
5 1 (1.25%) RichFaces
Miscellaneous
1 13 (16.25%) Data Integration
2 12 (15.00%) Analytical Skills
3 9 (11.25%) Credit Risk
4 5 (6.25%) VSAM
4 5 (6.25%) Mainframe
5 3 (3.75%) Data Structures
6 2 (2.50%) GIS
7 1 (1.25%) Fixed Income
7 1 (1.25%) Equities
7 1 (1.25%) Derivative
7 1 (1.25%) Computer Science
7 1 (1.25%) Foreign Exchange (FX)
7 1 (1.25%) Data Centre
Operating Systems
1 12 (15.00%) UNIX
2 3 (3.75%) Linux
3 2 (2.50%) Oracle Linux
Processes & Methodologies
1 27 (33.75%) Data Analysis
2 22 (27.50%) UML
3 20 (25.00%) Agile Software Development
4 19 (23.75%) Use Case
5 18 (22.50%) ETL
6 17 (21.25%) Logical Data Model
7 12 (15.00%) OO
8 11 (13.75%) SOA
8 11 (13.75%) Migration
9 10 (12.50%) SDLC
10 9 (11.25%) Data Management
10 9 (11.25%) BPMN
11 8 (10.00%) Data Migration
11 8 (10.00%) User Stories
12 7 (8.75%) Scrum
12 7 (8.75%) Business Analysis
12 7 (8.75%) Project Management
13 6 (7.50%) Process Management
13 6 (7.50%) CRM
13 6 (7.50%) Workflow
Programming Languages
1 26 (32.50%) SQL
2 11 (13.75%) Java
3 7 (8.75%) PL/SQL
4 4 (5.00%) C#
5 2 (2.50%) JavaScript
5 2 (2.50%) T-SQL
6 1 (1.25%) VB.NET
6 1 (1.25%) VBA
6 1 (1.25%) C++
Qualifications
1 9 (11.25%) Degree
2 2 (2.50%) SC Cleared
2 2 (2.50%) Security Cleared
2 2 (2.50%) ISEB
Quality Assurance & Compliance
1 11 (13.75%) Data Quality
2 1 (1.25%) FATCA
2 1 (1.25%) EMIR
2 1 (1.25%) Dodd-Frank
System Software
1 2 (2.50%) Oracle RAC
Vendors
1 22 (27.50%) Oracle
2 11 (13.75%) Informatica
3 5 (6.25%) Microsoft
4 4 (5.00%) CA
5 3 (3.75%) Google
5 3 (3.75%) Tableau
6 2 (2.50%) SAP
7 1 (1.25%) Charles River
7 1 (1.25%) Teradata
7 1 (1.25%) GoldenSource
7 1 (1.25%) Twitter
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 days ago
Edinburgh, Midlothian
Hydrogen Group
Rate: £350.00 - £500.00 per day
Posted: 5 days ago
Edinburgh
Real Staffing
Rate: £700 - £750 per day
Posted: 8 days ago