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 30 March 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
30 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 40 40 40
Rank change year-on-year
0 0
Contract jobs citing Data Modelling 39 38 11
As % of all contract IT jobs located in Edinburgh 2.68% 3.07% 1.64%
As % of the Processes & Methodologies category 3.49% 4.22% 2.32%
Number of daily rates quoted 19 25 6
Average daily rate
Keep up to 90%
of your Daily Rate
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£450 £400 £425
Average daily rate % change year-on-year
+12.50% -5.88%
90% offered a daily rate of more than £375 £244 £383
10% offered a daily rate of more than £525 £530 £500
UK excluding London average daily rate £425 £413 £390
% change year-on-year
+3.03% +5.76%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £40.00 £17.50 £37.80
% change year-on-year
+128.57% -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
1116 900 474
As % of all contract IT jobs located in Edinburgh 76.81% 72.76% 70.75%
Number of daily rates quoted 634 475 219
Average daily rate £400 £375 £400
Average daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £275 £238 £240
10% offered a daily rate of more than £500 £500 £501
UK excluding London average daily rate £396 £375 £363
% change year-on-year
+5.60% +3.44%
Number of hourly rates quoted 11 8 3
Average hourly rate £37.50 £25.00 £50.83
Average hourly rate % change year-on-year
+50.00% -50.81%
90% offered a hourly rate of more than £14.00 £14.15 £20.35
10% offered a hourly rate of more than £47.50 £180.00 £70.00
UK excluding London average hourly rate £31.44 £27.50 £32.00
% change year-on-year
+14.32% -14.06%

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 30 March 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 30 March 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 31 (37.80%) Banking
2 25 (30.49%) Finance
2 25 (30.49%) Oracle
3 24 (29.27%) Data Analysis
4 23 (28.05%) ETL
5 22 (26.83%) SQL
6 19 (23.17%) SQL Server
6 19 (23.17%) ERwin
7 17 (20.73%) UML
7 17 (20.73%) Agile Software Development
8 15 (18.29%) Data Management
8 15 (18.29%) Informatica
9 14 (17.07%) Project Management
10 13 (15.85%) Business Analysis
11 12 (14.63%) Data Warehouse
12 10 (12.20%) Migration
13 9 (10.98%) MS Excel
13 9 (10.98%) MS Access
13 9 (10.98%) DB2
13 9 (10.98%) Data Architecture
13 9 (10.98%) Data Quality
13 9 (10.98%) Logical Data Model
14 8 (9.76%) Oracle Database
14 8 (9.76%) Data Integration
14 8 (9.76%) BPMN
15 7 (8.54%) PL/SQL
15 7 (8.54%) UNIX
15 7 (8.54%) SAS
15 7 (8.54%) PowerCenter
15 7 (8.54%) CA

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 30 March 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 7 (8.54%) SAS
2 1 (1.22%) SharePoint
Applications
1 9 (10.98%) MS Excel
2 4 (4.88%) MS Visio
3 3 (3.66%) SPSS
4 1 (1.22%) MS PowerPoint
4 1 (1.22%) MS Office
Business Applications
1 3 (3.66%) Markit EDM
2 1 (1.22%) Oracle EBS
Cloud Services
1 1 (1.22%) Cloud Computing
Communications & Networking
1 1 (1.22%) HTTP
Database & Business Intelligence
1 19 (23.17%) SQL Server
2 12 (14.63%) Data Warehouse
3 9 (10.98%) MS Access
3 9 (10.98%) DB2
4 8 (9.76%) Oracle Database
5 7 (8.54%) PowerCenter
6 4 (4.88%) Big Data
6 4 (4.88%) Relational Database
7 3 (3.66%) Oracle OLAP
7 3 (3.66%) OLAP
8 2 (2.44%) SAP Data Services
9 1 (1.22%) SAP HANA
9 1 (1.22%) BusinessObjects XI
9 1 (1.22%) SQL Server Analysis Services
9 1 (1.22%) RDBMS
9 1 (1.22%) BusinessObjects
9 1 (1.22%) Oracle Reports
9 1 (1.22%) SAP BW
9 1 (1.22%) SQL Server Reporting Services
9 1 (1.22%) BODI
Development Applications
1 19 (23.17%) ERwin
2 4 (4.88%) PowerDesigner
3 2 (2.44%) Toad
4 1 (1.22%) Oracle APEX
General
1 31 (37.80%) Banking
2 25 (30.49%) Finance
3 5 (6.10%) Retail
4 1 (1.22%) Retail Banking
4 1 (1.22%) Advertising
4 1 (1.22%) Financial Institution
Job Titles
1 32 (39.02%) Analyst
2 23 (28.05%) Architect
3 18 (21.95%) Business Analyst
4 15 (18.29%) Data Architect
5 13 (15.85%) Data Analyst
6 12 (14.63%) Data Modeller
6 12 (14.63%) Designer
7 10 (12.20%) Developer
8 7 (8.54%) Solutions Architect
8 7 (8.54%) Solutions Designer
8 7 (8.54%) ETL Architect
9 6 (7.32%) UML Business Analyst
10 5 (6.10%) Enterprise Architect
10 5 (6.10%) Enterprise Data Architect
11 4 (4.88%) Systems Analyst
11 4 (4.88%) PL/SQL Developer
12 3 (3.66%) Capacity Planner
12 3 (3.66%) Business Systems Analyst
12 3 (3.66%) Credit Risk Analyst
13 2 (2.44%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 2 (2.44%) CSS
1 2 (2.44%) HTML
2 1 (1.22%) .NET
2 1 (1.22%) Web Services
2 1 (1.22%) Ajax
2 1 (1.22%) .NET Framework
2 1 (1.22%) WCF
2 1 (1.22%) jQuery
2 1 (1.22%) HTML5
2 1 (1.22%) REST
2 1 (1.22%) CSS3
Miscellaneous
1 8 (9.76%) Data Integration
2 7 (8.54%) Analytical Skills
3 3 (3.66%) Social Media
3 3 (3.66%) Computer Science
3 3 (3.66%) Credit Risk
3 3 (3.66%) Reference Data
4 1 (1.22%) Enterprise Software
4 1 (1.22%) Data Structures
4 1 (1.22%) Management Information System
Operating Systems
1 7 (8.54%) UNIX
Processes & Methodologies
1 24 (29.27%) Data Analysis
2 23 (28.05%) ETL
3 17 (20.73%) UML
3 17 (20.73%) Agile Software Development
4 15 (18.29%) Data Management
5 14 (17.07%) Project Management
6 13 (15.85%) Business Analysis
7 10 (12.20%) Migration
8 9 (10.98%) Data Architecture
8 9 (10.98%) Logical Data Model
9 8 (9.76%) BPMN
10 6 (7.32%) Data Migration
10 6 (7.32%) Business Intelligence
10 6 (7.32%) Systems Analysis
11 5 (6.10%) Analytics
11 5 (6.10%) Master Data Management
11 5 (6.10%) Stakeholder Management
11 5 (6.10%) Investment Management
11 5 (6.10%) Use Case
12 4 (4.88%) CRM
Programming Languages
1 22 (26.83%) SQL
2 7 (8.54%) PL/SQL
3 4 (4.88%) Java
4 3 (3.66%) VBA
5 2 (2.44%) JavaScript
6 1 (1.22%) VB
Qualifications
1 6 (7.32%) Degree
2 4 (4.88%) ISEB
3 1 (1.22%) IIBA
Quality Assurance & Compliance
1 9 (10.98%) Data Quality
2 2 (2.44%) QA
Vendors
1 25 (30.49%) Oracle
2 15 (18.29%) Informatica
3 7 (8.54%) CA
4 5 (6.10%) Teradata
5 3 (3.66%) Cognos
5 3 (3.66%) Sybase
6 2 (2.44%) Business Objects
6 2 (2.44%) SAP
7 1 (1.22%) Microsoft
7 1 (1.22%) Salesforce.com
7 1 (1.22%) Ab Initio
7 1 (1.22%) GoldenSource
7 1 (1.22%) Netezza