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 11 February 2016 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
11 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 34 45 37
Rank change year-on-year
+11 -8
Contract jobs citing Data Modelling 63 35 37
As % of all contract IT jobs located in Edinburgh 4.44% 2.58% 3.12%
As % of the Processes & Methodologies category 5.44% 3.24% 4.28%
Number of daily rates quoted 48 23 17
Average daily rate £450 £400 £450
Average daily rate % change year-on-year
+12.50% -11.11%
90% offered a daily rate of more than £350 £348 £233
10% offered a daily rate of more than £586 £490 £550
UK excluding London average daily rate £431 £425 £400
% change year-on-year
+1.47% +6.25%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £43.75 £70.00 £35.50
% change year-on-year
-37.50% +97.18%
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
1159 1079 865
As % of all contract IT jobs located in Edinburgh 81.68% 79.40% 72.93%
Number of daily rates quoted 613 601 448
Average daily rate £400 £400 £375
Average daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £280 £288 £252
10% offered a daily rate of more than £550 £525 £500
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 5 8 7
Average hourly rate £19.02 £28.50 £180.00
Average hourly rate % change year-on-year
-33.26% -84.16%
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

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 11 February 2016.

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 11 February 2016, 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 48 (38.10%) Logical Data Model
2 45 (35.71%) Finance
3 44 (34.92%) UML
4 43 (34.13%) Oracle
5 40 (31.75%) Use Case
6 36 (28.57%) JBoss
7 34 (26.98%) SOA
8 33 (26.19%) Java
9 32 (25.40%) JSF
10 31 (24.60%) BPMN
10 31 (24.60%) JPA
10 31 (24.60%) Apache CXF
11 30 (23.81%) Banking
11 30 (23.81%) OO
12 27 (21.43%) ETL
13 26 (20.63%) SQL
14 25 (19.84%) Agile Software Development
15 24 (19.05%) Hibernate
15 24 (19.05%) Drools
15 24 (19.05%) Relational Database
16 22 (17.46%) Data Analysis
17 19 (15.08%) Migration
17 19 (15.08%) Data Management
18 18 (14.29%) RichFaces
19 17 (13.49%) Oracle BPM
19 17 (13.49%) Data Integration
19 17 (13.49%) Data Warehouse
20 16 (12.70%) Data Migration
21 15 (11.90%) SDLC
21 15 (11.90%) Business Intelligence

Data Modelling
Top Related IT Skills in Edinburgh by Category

For the 6 months to 11 February 2016, 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 36 (28.57%) JBoss
2 5 (3.97%) PowerExchange
2 5 (3.97%) SAS
3 4 (3.17%) Oracle Workflow
4 2 (1.59%) SharePoint
5 1 (0.79%) Apache
Applications
1 11 (8.73%) MS Visio
2 6 (4.76%) MS Excel
3 3 (2.38%) MS PowerPoint
4 2 (1.59%) MS Project
Business Applications
1 17 (13.49%) Oracle BPM
2 14 (11.11%) Markit EDM
Cloud Services
1 1 (0.79%) Amazon AWS
1 1 (0.79%) Microsoft Azure
Communications & Networking
1 1 (0.79%) Intranet
Database & Business Intelligence
1 24 (19.05%) Relational Database
2 17 (13.49%) Data Warehouse
3 13 (10.32%) SQL Server
4 7 (5.56%) PowerCenter
4 7 (5.56%) SQL Server Analysis Services
5 6 (4.76%) DB2
5 6 (4.76%) Pentaho
6 3 (2.38%) Informix
6 3 (2.38%) MongoDB
6 3 (2.38%) Oracle Database
6 3 (2.38%) PostgreSQL
6 3 (2.38%) QlikView
7 2 (1.59%) Big Data
7 2 (1.59%) MS Access
7 2 (1.59%) RDBMS
8 1 (0.79%) BusinessObjects
8 1 (0.79%) Data Mining
8 1 (0.79%) SQL Server 2000
8 1 (0.79%) SQL Server 2012
8 1 (0.79%) Star Schema
Development Applications
1 9 (7.14%) ERwin
2 5 (3.97%) PowerDesigner
3 3 (2.38%) Eclipse
4 1 (0.79%) JProfiler
4 1 (0.79%) Team Foundation Server
4 1 (0.79%) Toad
General
1 45 (35.71%) Finance
2 30 (23.81%) Banking
3 6 (4.76%) Retail
3 6 (4.76%) Retail Banking
4 2 (1.59%) Front Office
4 2 (1.59%) Investment Banking
5 1 (0.79%) Advertising
5 1 (0.79%) Back Office
Job Titles
1 60 (47.62%) Architect
2 29 (23.02%) Analyst
3 28 (22.22%) Solutions Architect
4 24 (19.05%) Business Analyst
5 21 (16.67%) Data Architect
6 17 (13.49%) Developer
7 14 (11.11%) Data Modeller
8 9 (7.14%) Java Architect
8 9 (7.14%) Java Solutions Architect
8 9 (7.14%) Lead Architect
9 8 (6.35%) Data Analyst
10 7 (5.56%) Consultant
10 7 (5.56%) Data Business Analyst
11 6 (4.76%) ETL Architect
11 6 (4.76%) SOA Architect
12 5 (3.97%) Lead Solutions Architect
12 5 (3.97%) Senior Developer
12 5 (3.97%) UML Analyst
12 5 (3.97%) UML Business Analyst
13 3 (2.38%) Java Developer
Libraries, Frameworks & Software Standards
1 32 (25.40%) JSF
2 31 (24.60%) Apache CXF
2 31 (24.60%) JPA
3 24 (19.05%) Drools
3 24 (19.05%) Hibernate
4 18 (14.29%) RichFaces
5 4 (3.17%) XML
6 3 (2.38%) Java EE
6 3 (2.38%) PostGIS
6 3 (2.38%) XSLT
7 2 (1.59%) REST
8 1 (0.79%) .NET
8 1 (0.79%) Classic ASP
8 1 (0.79%) SOAP
8 1 (0.79%) WCF
8 1 (0.79%) Web Services
Miscellaneous
1 17 (13.49%) Data Integration
2 9 (7.14%) Management Information System
3 5 (3.97%) Analytical Skills
3 5 (3.97%) Mainframe
3 5 (3.97%) Reference Data
3 5 (3.97%) VSAM
4 3 (2.38%) Data Structures
4 3 (2.38%) User Experience
4 3 (2.38%) Visualisation
5 1 (0.79%) Credit Risk
5 1 (0.79%) Enterprise Software
Operating Systems
1 6 (4.76%) Unix
2 1 (0.79%) Windows
Processes & Methodologies
1 48 (38.10%) Logical Data Model
2 44 (34.92%) UML
3 40 (31.75%) Use Case
4 34 (26.98%) SOA
5 31 (24.60%) BPMN
6 30 (23.81%) OO
7 27 (21.43%) ETL
8 25 (19.84%) Agile Software Development
9 22 (17.46%) Data Analysis
10 19 (15.08%) Data Management
10 19 (15.08%) Migration
11 16 (12.70%) Data Migration
12 15 (11.90%) Business Intelligence
12 15 (11.90%) SDLC
13 14 (11.11%) Workflow
14 12 (9.52%) Asset Management
14 12 (9.52%) Data Architecture
15 11 (8.73%) Enterprise Architecture
15 11 (8.73%) Process Management
15 11 (8.73%) Stakeholder Management
Programming Languages
1 33 (26.19%) Java
2 26 (20.63%) SQL
3 3 (2.38%) C
3 3 (2.38%) VBA
4 2 (1.59%) PL/SQL
5 1 (0.79%) C#
5 1 (0.79%) Python
5 1 (0.79%) T-SQL
5 1 (0.79%) VB.NET
Qualifications
1 4 (3.17%) ISEB
2 3 (2.38%) Degree
3 1 (0.79%) IIBA
3 1 (0.79%) Security Cleared
Quality Assurance & Compliance
1 14 (11.11%) Data Quality
2 3 (2.38%) Disclosure Scotland
3 1 (0.79%) Dodd-Frank
3 1 (0.79%) EMIR
3 1 (0.79%) QA
Systems Management
1 1 (0.79%) Ansible
1 1 (0.79%) Opscode Chef
1 1 (0.79%) Puppet
Vendors
1 43 (34.13%) Oracle
2 12 (9.52%) Informatica
3 6 (4.76%) Microsoft
4 5 (3.97%) Sybase
5 4 (3.17%) Pega
5 4 (3.17%) SAP
6 1 (0.79%) CA
6 1 (0.79%) FactSet
6 1 (0.79%) MicroStrategy
6 1 (0.79%) Tableau
6 1 (0.79%) Teradata
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £200 - £250 per day
Posted: 4 hours ago
Edinburgh, Midlothian
TEKsystems
Rate: £300 - £400 per day
Posted: 2 days ago
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £400 - £425 per day
Posted: 6 days ago
Edinburgh
Cathcart Associates
Rate: £400 - £500 per day
Posted: 8 days ago