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 2 June 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
2 Jun 2015
Same period 2014 Same period 2013
Data Modeling
Rank 48 35 47
Rank change year-on-year
-13 +12
Contract jobs citing Data Modelling 34 49 13
As % of all contract IT jobs located in Edinburgh 2.45% 4.01% 1.56%
As % of the Processes & Methodologies category 3.14% 5.42% 2.14%
Number of daily rates quoted 15 27 4
Average daily rate
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£450 £450 £450
UK excluding London average daily rate £425 £400 £388
% change year-on-year
+6.25% +3.22%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £27.75 £23.15 £35.50
% change year-on-year
+19.87% -34.78%
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
1083 904 608
As % of all contract IT jobs located in Edinburgh 78.03% 73.98% 72.99%
Number of daily rates quoted 601 553 287
Average daily rate £375 £400 £413
Average daily rate % change year-on-year
-6.25% -3.03%
90% offered a daily rate of more than £263 £255 £265
10% offered a daily rate of more than £500 £510 £525
UK excluding London average daily rate £388 £375 £365
% change year-on-year
+3.33% +2.73%
Number of hourly rates quoted 14 20 9
Average hourly rate £40.00 £25.00 £20.00
Average hourly rate % change year-on-year
+60.00% +25.00%
90% offered a hourly rate of more than £14.00 £18.30 £11.00
10% offered a hourly rate of more than £42.50 £32.00 £24.00
UK excluding London average hourly rate £30.00 £30.00 £32.00
% change year-on-year
- -6.25%

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 2 June 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 2 June 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 32 (40.51%) Banking
2 30 (37.97%) Oracle
3 29 (36.71%) Data Analysis
4 26 (32.91%) UML
5 25 (31.65%) SQL
6 23 (29.11%) Finance
7 17 (21.52%) ETL
8 16 (20.25%) Project Management
9 15 (18.99%) SQL Server
10 14 (17.72%) Business Analysis
11 13 (16.46%) Use Case
11 13 (16.46%) Java
12 12 (15.19%) Logical Data Model
13 11 (13.92%) SOA
13 11 (13.92%) OO
13 11 (13.92%) Degree
14 10 (12.66%) Data Integration
14 10 (12.66%) Retail
14 10 (12.66%) Agile Software Development
14 10 (12.66%) MS Access
15 9 (11.39%) MS Excel
15 9 (11.39%) Data Warehouse
15 9 (11.39%) SAS
15 9 (11.39%) ERwin
15 9 (11.39%) Informatica
15 9 (11.39%) Data Management
15 9 (11.39%) Migration
15 9 (11.39%) JPA
15 9 (11.39%) Analytical Skills
15 9 (11.39%) Data Quality

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 2 June 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 9 (11.39%) SAS
2 4 (5.06%) JBoss
3 1 (1.27%) SharePoint
Applications
1 9 (11.39%) MS Excel
2 4 (5.06%) MS Visio
Business Applications
1 1 (1.27%) Markit EDM
1 1 (1.27%) Oracle BPM
Cloud Services
1 2 (2.53%) Google Analytics
2 1 (1.27%) Cloud Computing
Communications & Networking
1 1 (1.27%) HTTP
Database & Business Intelligence
1 15 (18.99%) SQL Server
2 10 (12.66%) MS Access
3 9 (11.39%) Data Warehouse
3 9 (11.39%) Relational Database
4 8 (10.13%) Oracle Database
4 8 (10.13%) PowerCenter
5 3 (3.80%) DB2
6 2 (2.53%) SAP Data Services
6 2 (2.53%) SQL Server 2012
6 2 (2.53%) SQL Server Reporting Services
6 2 (2.53%) SQL Server Integration Services
7 1 (1.27%) BODI
7 1 (1.27%) BusinessObjects XI
7 1 (1.27%) SQL Server Analysis Services
7 1 (1.27%) BusinessObjects
7 1 (1.27%) Oracle Reports
7 1 (1.27%) Data Mining
7 1 (1.27%) RDBMS
7 1 (1.27%) Big Data
Development Applications
1 9 (11.39%) ERwin
2 4 (5.06%) PowerDesigner
3 2 (2.53%) Team Foundation Server
3 2 (2.53%) Visual Studio
3 2 (2.53%) Toad
4 1 (1.27%) Oracle APEX
General
1 32 (40.51%) Banking
2 23 (29.11%) Finance
3 10 (12.66%) Retail
4 2 (2.53%) Financial Institution
5 1 (1.27%) Retail Banking
5 1 (1.27%) Investment Banking
Job Titles
1 39 (49.37%) Analyst
2 24 (30.38%) Architect
3 20 (25.32%) Business Analyst
4 14 (17.72%) Solutions Architect
5 13 (16.46%) Data Analyst
6 9 (11.39%) Developer
7 8 (10.13%) Credit Risk Analyst
8 7 (8.86%) SAS Analyst
8 7 (8.86%) ETL Architect
9 6 (7.59%) Data Architect
10 4 (5.06%) Systems Analyst
10 4 (5.06%) SQL Developer
10 4 (5.06%) PL/SQL Developer
10 4 (5.06%) UML Business Analyst
11 3 (3.80%) Business Systems Analyst
11 3 (3.80%) Solutions Designer
11 3 (3.80%) Capacity Planner
11 3 (3.80%) Designer
12 2 (2.53%) Enterprise Architect
13 1 (1.27%) Banking Business Analyst
Libraries, Frameworks & Software Standards
1 9 (11.39%) JPA
2 4 (5.06%) Apache CXF
3 3 (3.80%) Drools
3 3 (3.80%) Hibernate
3 3 (3.80%) JSF
4 2 (2.53%) CSS
4 2 (2.53%) HTML
5 1 (1.27%) .NET Framework
5 1 (1.27%) Ajax
5 1 (1.27%) WCF
5 1 (1.27%) jQuery
5 1 (1.27%) .NET
5 1 (1.27%) Web Services
5 1 (1.27%) REST
5 1 (1.27%) CSS3
5 1 (1.27%) HTML5
5 1 (1.27%) RichFaces
Miscellaneous
1 10 (12.66%) Data Integration
2 9 (11.39%) Analytical Skills
3 8 (10.13%) Credit Risk
4 3 (3.80%) Computer Science
5 2 (2.53%) Data Structures
6 1 (1.27%) Enterprise Software
Operating Systems
1 7 (8.86%) UNIX
Processes & Methodologies
1 29 (36.71%) Data Analysis
2 26 (32.91%) UML
3 17 (21.52%) ETL
4 16 (20.25%) Project Management
5 14 (17.72%) Business Analysis
6 13 (16.46%) Use Case
7 12 (15.19%) Logical Data Model
8 11 (13.92%) SOA
8 11 (13.92%) OO
9 10 (12.66%) Agile Software Development
10 9 (11.39%) Data Management
10 9 (11.39%) Migration
11 8 (10.13%) BPMN
12 7 (8.86%) Data Migration
13 6 (7.59%) Systems Analysis
14 5 (6.33%) GAP Analysis
14 5 (6.33%) PRINCE2
14 5 (6.33%) CRM
14 5 (6.33%) Business Intelligence
14 5 (6.33%) Requirements Engineering
Programming Languages
1 25 (31.65%) SQL
2 13 (16.46%) Java
3 7 (8.86%) PL/SQL
4 4 (5.06%) VBA
5 2 (2.53%) JavaScript
5 2 (2.53%) C#
6 1 (1.27%) T-SQL
Qualifications
1 11 (13.92%) Degree
2 5 (6.33%) ISEB
Quality Assurance & Compliance
1 9 (11.39%) Data Quality
2 1 (1.27%) QA
2 1 (1.27%) FATCA
Vendors
1 30 (37.97%) Oracle
2 9 (11.39%) Informatica
3 7 (8.86%) CA
4 4 (5.06%) Microsoft
5 2 (2.53%) Tableau
5 2 (2.53%) Business Objects
5 2 (2.53%) GoldenSource
5 2 (2.53%) Teradata
5 2 (2.53%) Google
6 1 (1.27%) Netezza
6 1 (1.27%) Ab Initio
6 1 (1.27%) Salesforce.com
6 1 (1.27%) SAP