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 28 July 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
28 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 43 57 35
Rank change year-on-year
+14 -22
Contract jobs citing Data Modelling 50 34 53
As % of all contract IT jobs located in Edinburgh 3.99% 2.12% 4.13%
As % of the Processes & Methodologies category 4.82% 2.57% 5.24%
Number of daily rates quoted 30 16 25
Median daily rate £475 £378 £425
Median daily rate % change year-on-year
+25.82% -11.17%
90% offered a daily rate of more than £323 £330 £313
10% offered a daily rate of more than £500 £488 £500
UK excluding London median daily rate £423 £425 £413
% change year-on-year
-0.58% +3.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
1038 1322 1011
As % of all contract IT jobs located in Edinburgh 82.84% 82.32% 78.74%
Number of daily rates quoted 561 685 589
Median daily rate £390 £375 £400
Median daily rate % change year-on-year
+4.00% -6.25%
90% offered a daily rate of more than £280 £280 £265
10% offered a daily rate of more than £500 £500 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 8 9 13
Median hourly rate £42.50 £16.00 £18.00
Median hourly rate % change year-on-year
+165.62% -11.11%
90% offered a hourly rate of more than £11.03 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £42.50 £24.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 28 July 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 28 July 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 50 (52.63%) Finance
2 45 (47.37%) ETL
3 36 (37.89%) Data Warehouse
4 33 (34.74%) Oracle
5 29 (30.53%) Migration
6 28 (29.47%) Teradata
7 26 (27.37%) SQL
8 25 (26.32%) Data Architecture
9 23 (24.21%) Data Migration
10 20 (21.05%) Banking
11 18 (18.95%) Data Quality
11 18 (18.95%) Logical Data Model
12 17 (17.89%) Informatica
12 17 (17.89%) Data Analysis
12 17 (17.89%) Dimensional Modelling
12 17 (17.89%) Use Case
13 16 (16.84%) Agile Software Development
13 16 (16.84%) UML
13 16 (16.84%) Java
13 16 (16.84%) Stakeholder Management
14 14 (14.74%) JBoss
15 13 (13.68%) Retail
15 13 (13.68%) SOA
16 12 (12.63%) SAS
16 12 (12.63%) JPA
16 12 (12.63%) Apache CXF
17 11 (11.58%) ETL Development
17 11 (11.58%) Data Management
17 11 (11.58%) JSF
17 11 (11.58%) PowerCenter

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 14 (14.74%) JBoss
2 12 (12.63%) SAS
3 3 (3.16%) Oracle Workflow
4 2 (2.11%) PowerExchange
5 1 (1.05%) Apache
Applications
1 6 (6.32%) MS Visio
2 4 (4.21%) MS PowerPoint
3 1 (1.05%) MS Project
Business Applications
1 5 (5.26%) Oracle BPM
2 4 (4.21%) Oracle EBS
3 1 (1.05%) Oracle Financials
Database & Business Intelligence
1 36 (37.89%) Data Warehouse
2 11 (11.58%) PowerCenter
3 10 (10.53%) Enterprise Data Warehouse
3 10 (10.53%) Oracle Database
4 7 (7.37%) Relational Database
5 6 (6.32%) Big Data
5 6 (6.32%) PostgreSQL
6 5 (5.26%) Data Mart
6 5 (5.26%) MongoDB
6 5 (5.26%) Spatial Data
7 3 (3.16%) QlikView
8 2 (2.11%) Data Lake
8 2 (2.11%) Data Mining
8 2 (2.11%) Hadoop
8 2 (2.11%) Star Schema
9 1 (1.05%) Informix
9 1 (1.05%) Oracle Reports
9 1 (1.05%) SQL Server
9 1 (1.05%) SQL Server 2008
9 1 (1.05%) SQL Server 2012
Development Applications
1 10 (10.53%) ERwin
2 4 (4.21%) Oracle APEX
3 1 (1.05%) Eclipse
3 1 (1.05%) JProfiler
3 1 (1.05%) Maven
General
1 50 (52.63%) Finance
2 20 (21.05%) Banking
3 13 (13.68%) Retail
4 10 (10.53%) Retail Banking
5 5 (5.26%) Law
Job Titles
1 44 (46.32%) Architect
2 32 (33.68%) Data Architect
3 25 (26.32%) Analyst
4 19 (20.00%) Solutions Architect
5 14 (14.74%) Data Warehouse Architect
6 13 (13.68%) Business Analyst
7 12 (12.63%) Data Analyst
8 10 (10.53%) Developer
9 9 (9.47%) Consultant
10 7 (7.37%) Informatica Consultant
10 7 (7.37%) Senior Analyst
11 5 (5.26%) Data Modeller
11 5 (5.26%) Java Architect
11 5 (5.26%) Java Solutions Architect
12 4 (4.21%) Business Data Analyst
13 3 (3.16%) Digital Architect
13 3 (3.16%) E-Business Developer
13 3 (3.16%) QlikView Developer
13 3 (3.16%) Senior Business Analyst
13 3 (3.16%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 12 (12.63%) Apache CXF
1 12 (12.63%) JPA
2 11 (11.58%) JSF
3 9 (9.47%) Hibernate
4 8 (8.42%) RichFaces
5 7 (7.37%) Drools
6 5 (5.26%) PostGIS
7 4 (4.21%) Spring
8 2 (2.11%) Java EE
8 2 (2.11%) REST
9 1 (1.05%) COM
9 1 (1.05%) J2EE
9 1 (1.05%) jBPM
9 1 (1.05%) jQuery
9 1 (1.05%) RESTful
9 1 (1.05%) SOAP
9 1 (1.05%) XML
9 1 (1.05%) XSLT
Miscellaneous
1 10 (10.53%) Analytical Skills
2 4 (4.21%) User Experience
3 3 (3.16%) Visualisation
4 2 (2.11%) Credit Risk
4 2 (2.11%) Data Integration
4 2 (2.11%) Mainframe
4 2 (2.11%) Reference Data
5 1 (1.05%) Management Information System
Operating Systems
1 10 (10.53%) Unix
Processes & Methodologies
1 45 (47.37%) ETL
2 29 (30.53%) Migration
3 25 (26.32%) Data Architecture
4 23 (24.21%) Data Migration
5 18 (18.95%) Logical Data Model
6 17 (17.89%) Data Analysis
6 17 (17.89%) Dimensional Modelling
6 17 (17.89%) Use Case
7 16 (16.84%) Agile Software Development
7 16 (16.84%) Stakeholder Management
7 16 (16.84%) UML
8 13 (13.68%) SOA
9 11 (11.58%) Data Management
9 11 (11.58%) ETL Development
9 11 (11.58%) OO
10 10 (10.53%) BPMN
11 9 (9.47%) Data Mapping
11 9 (9.47%) User Acceptance Testing
12 8 (8.42%) Enterprise Architecture
13 7 (7.37%) Business Analysis
Programming Languages
1 26 (27.37%) SQL
2 16 (16.84%) Java
3 7 (7.37%) PL/SQL
4 4 (4.21%) VB
4 4 (4.21%) VBA
5 2 (2.11%) JavaScript
6 1 (1.05%) Python
Qualifications
1 1 (1.05%) Degree
1 1 (1.05%) IIBA
1 1 (1.05%) ISEB
1 1 (1.05%) Security Cleared
Quality Assurance & Compliance
1 18 (18.95%) Data Quality
2 4 (4.21%) Disclosure Scotland
Vendors
1 33 (34.74%) Oracle
2 28 (29.47%) Teradata
3 17 (17.89%) Informatica
4 10 (10.53%) CA
5 3 (3.16%) Trillium
6 2 (2.11%) Cognos
7 1 (1.05%) Microsoft
7 1 (1.05%) MicroStrategy
Edinburgh & Lothians
Ping IT Recruitment ltd
Posted: 2 days ago
Edinburgh, Midlothian
Lorien Resourcing
Posted: 2 days ago