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 contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 30 May 2016 with a comparison to the same period over 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.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 47 49 36
Rank change year-on-year
+2 -13
Contract jobs citing Data Modelling 44 36 55
As % of all contract IT jobs located in Edinburgh 3.15% 2.51% 4.38%
As % of the Processes & Methodologies category 3.83% 3.08% 5.75%
Number of daily rates quoted 26 16 34
Median daily rate £463 £450 £425
Median daily rate % change year-on-year
+2.77% +5.88%
90% offered a daily rate of more than £370 £308 £255
10% offered a daily rate of more than £500 £600 £568
UK excluding London median daily rate £450 £425 £405
% change year-on-year
+5.88% +4.93%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £22.50 £23.15
% change year-on-year
- -2.80%
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
1149 1168 957
As % of all contract IT jobs located in Edinburgh 82.37% 81.45% 76.13%
Number of daily rates quoted 655 648 592
Median daily rate £400 £375 £400
Median daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £300 £270 £250
10% offered a daily rate of more than £550 £485 £517
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 3 14 20
Median hourly rate £20.50 £40.00 £25.00
Median hourly rate % change year-on-year
-48.75% +60.00%
90% offered a hourly rate of more than £19.95 £14.00 £18.30
10% offered a hourly rate of more than £40.00 £42.50 £32.00
UK excluding London median hourly rate £32.50 £30.00 £30.00
% change year-on-year
+8.33% -

Data Modelling
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing Data Modelling as a proportion of all IT contracts with a match in 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 May 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 30 May 2016, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Data Modelling.

1 44 (43.56%) Finance
2 42 (41.58%) Oracle
3 32 (31.68%) Logical Data Model
4 31 (30.69%) Java
5 30 (29.70%) UML
5 30 (29.70%) JBoss
5 30 (29.70%) Migration
5 30 (29.70%) Use Case
6 28 (27.72%) ETL
7 27 (26.73%) SOA
7 27 (26.73%) SQL
8 26 (25.74%) JSF
8 26 (25.74%) JPA
8 26 (25.74%) Apache CXF
9 25 (24.75%) Banking
10 24 (23.76%) OO
11 23 (22.77%) Data Warehouse
12 22 (21.78%) Data Migration
13 21 (20.79%) BPMN
13 21 (20.79%) Agile Software Development
14 20 (19.80%) Hibernate
15 19 (18.81%) Drools
16 17 (16.83%) Relational Database
16 17 (16.83%) Wireframes
17 16 (15.84%) Data Quality
17 16 (15.84%) Data Analysis
18 15 (14.85%) Data Management
18 15 (14.85%) SAS
19 14 (13.86%) Retail
19 14 (13.86%) Teradata

Data Modelling
Top Related IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 30 (29.70%) JBoss
2 15 (14.85%) SAS
3 5 (4.95%) Oracle Workflow
4 1 (0.99%) Apache
4 1 (0.99%) SharePoint
Applications
1 8 (7.92%) MS Visio
2 3 (2.97%) MS Excel
2 3 (2.97%) MS PowerPoint
2 3 (2.97%) MS Project
Business Applications
1 11 (10.89%) Oracle BPM
2 4 (3.96%) Oracle EBS
3 3 (2.97%) Markit EDM
4 1 (0.99%) Oracle Financials
Cloud Services
1 1 (0.99%) Amazon AWS
1 1 (0.99%) Microsoft Azure
Communications & Networking
1 1 (0.99%) Intranet
Database & Business Intelligence
1 23 (22.77%) Data Warehouse
2 17 (16.83%) Relational Database
3 8 (7.92%) Oracle Database
3 8 (7.92%) PowerCenter
4 7 (6.93%) PostgreSQL
5 6 (5.94%) MongoDB
6 4 (3.96%) Big Data
6 4 (3.96%) Data Mart
6 4 (3.96%) Enterprise Data Warehouse
7 3 (2.97%) Informix
7 3 (2.97%) QlikView
7 3 (2.97%) SQL Server
8 2 (1.98%) SQL Server 2012
8 2 (1.98%) Star Schema
9 1 (0.99%) Data Mining
9 1 (0.99%) Hadoop
9 1 (0.99%) Oracle Reports
9 1 (0.99%) SQL Server 2008
Development Applications
1 10 (9.90%) ERwin
2 4 (3.96%) Oracle APEX
3 2 (1.98%) Eclipse
4 1 (0.99%) JProfiler
4 1 (0.99%) Maven
General
1 44 (43.56%) Finance
2 25 (24.75%) Banking
3 14 (13.86%) Retail
4 13 (12.87%) Retail Banking
5 3 (2.97%) Law
6 2 (1.98%) Front Office
Job Titles
1 47 (46.53%) Architect
2 27 (26.73%) Solutions Architect
3 25 (24.75%) Analyst
4 20 (19.80%) Data Architect
5 18 (17.82%) Business Analyst
6 11 (10.89%) Consultant
7 10 (9.90%) Developer
8 9 (8.91%) Data Analyst
8 9 (8.91%) Java Architect
8 9 (8.91%) Java Solutions Architect
9 6 (5.94%) Data Modeller
9 6 (5.94%) Data Warehouse Architect
10 5 (4.95%) Informatica Consultant
10 5 (4.95%) Senior Analyst
11 4 (3.96%) Data Business Analyst
11 4 (3.96%) Senior Developer
11 4 (3.96%) SOA Architect
12 3 (2.97%) Digital Architect
12 3 (2.97%) PostgreSQL Consultant
12 3 (2.97%) UML Analyst
Libraries, Frameworks & Software Standards
1 26 (25.74%) Apache CXF
1 26 (25.74%) JPA
1 26 (25.74%) JSF
2 20 (19.80%) Hibernate
3 19 (18.81%) Drools
4 14 (13.86%) RichFaces
5 6 (5.94%) PostGIS
6 4 (3.96%) Spring
7 3 (2.97%) Java EE
7 3 (2.97%) REST
8 2 (1.98%) XML
8 2 (1.98%) XSLT
9 1 (0.99%) COM
9 1 (0.99%) J2EE
9 1 (0.99%) jBPM
9 1 (0.99%) jQuery
9 1 (0.99%) RESTful
9 1 (0.99%) SOAP
Miscellaneous
1 8 (7.92%) Analytical Skills
2 4 (3.96%) User Experience
3 3 (2.97%) Visualisation
4 2 (1.98%) Credit Risk
4 2 (1.98%) Management Information System
5 1 (0.99%) Data Integration
5 1 (0.99%) Enterprise Software
Operating Systems
1 8 (7.92%) Unix
Processes & Methodologies
1 32 (31.68%) Logical Data Model
2 30 (29.70%) Migration
2 30 (29.70%) UML
2 30 (29.70%) Use Case
3 28 (27.72%) ETL
4 27 (26.73%) SOA
5 24 (23.76%) OO
6 22 (21.78%) Data Migration
7 21 (20.79%) Agile Software Development
7 21 (20.79%) BPMN
8 17 (16.83%) Wireframes
9 16 (15.84%) Data Analysis
10 15 (14.85%) Data Management
11 13 (12.87%) Data Architecture
12 11 (10.89%) Analytics
13 9 (8.91%) Stakeholder Management
13 9 (8.91%) User Acceptance Testing
13 9 (8.91%) Workflow
14 8 (7.92%) ETL Development
14 8 (7.92%) Requirements Analysis
Programming Languages
1 31 (30.69%) Java
2 27 (26.73%) SQL
3 5 (4.95%) PL/SQL
4 4 (3.96%) VBA
5 2 (1.98%) JavaScript
5 2 (1.98%) Python
6 1 (0.99%) C
6 1 (0.99%) VB
Qualifications
1 3 (2.97%) Degree
1 3 (2.97%) ISEB
2 2 (1.98%) Security Cleared
3 1 (0.99%) IIBA
Quality Assurance & Compliance
1 16 (15.84%) Data Quality
2 3 (2.97%) Disclosure Scotland
Systems Management
1 1 (0.99%) Ansible
1 1 (0.99%) Opscode Chef
1 1 (0.99%) Puppet
Vendors
1 42 (41.58%) Oracle
2 14 (13.86%) Teradata
3 12 (11.88%) Informatica
4 8 (7.92%) CA
5 4 (3.96%) Microsoft
6 2 (1.98%) Trillium
7 1 (0.99%) Cognos
7 1 (0.99%) MicroStrategy
Edinburgh
Orgtel
Rate: £400 - £450 per day
Posted: 26 days ago