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 29 August 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
29 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 51 51 40
Rank change year-on-year
0 -11
Contract jobs citing Data Modelling 38 43 43
As % of all contract IT jobs located in Edinburgh 3.23% 2.58% 3.60%
As % of the Processes & Methodologies category 3.92% 3.18% 4.47%
Number of daily rates quoted 24 28 21
Median daily rate £413 £405 £438
Median daily rate % change year-on-year
+1.85% -7.42%
90% offered a daily rate of more than £300 £337 £350
10% offered a daily rate of more than £500 £545 £500
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £45.00 £17.50
% change year-on-year
-11.11% +157.14%
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
970 1352 963
As % of all contract IT jobs located in Edinburgh 82.34% 81.20% 80.72%
Number of daily rates quoted 560 725 528
Median daily rate £375 £396 £400
Median daily rate % change year-on-year
-5.30% -1.00%
90% offered a daily rate of more than £295 £285 £270
10% offered a daily rate of more than £475 £500 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 11 9 9
Median hourly rate £42.50 £15.75 £15.77
Median hourly rate % change year-on-year
+169.84% -0.12%
90% offered a hourly rate of more than £11.71 £12.00 £12.00
10% offered a hourly rate of more than £47.25 £40.38 £22.50
UK excluding London median hourly rate £29.53 £32.54 £25.75
% change year-on-year
-9.26% +26.36%

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 29 August 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 29 August 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 46 (55.42%) ETL
2 43 (51.81%) Finance
3 34 (40.96%) Data Warehouse
4 28 (33.73%) Teradata
5 26 (31.33%) Migration
6 25 (30.12%) Oracle
7 24 (28.92%) SQL
8 22 (26.51%) Data Architecture
9 20 (24.10%) Data Migration
10 17 (20.48%) Informatica
10 17 (20.48%) Agile Software Development
10 17 (20.48%) Dimensional Modelling
11 16 (19.28%) Banking
11 16 (19.28%) Data Analysis
11 16 (19.28%) Stakeholder Management
11 16 (19.28%) Data Quality
12 12 (14.46%) ETL Development
13 11 (13.25%) Oracle Database
13 11 (13.25%) PowerCenter
13 11 (13.25%) ERwin
13 11 (13.25%) Use Case
14 10 (12.05%) Data Management
14 10 (12.05%) CA
14 10 (12.05%) Unix
14 10 (12.05%) Enterprise Data Warehouse
15 9 (10.84%) UML
15 9 (10.84%) Data Mapping
16 8 (9.64%) Business Analysis
16 8 (9.64%) Enterprise Architecture
16 8 (9.64%) Retail

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 7 (8.43%) SAS
2 4 (4.82%) JBoss
3 2 (2.41%) Oracle Workflow
3 2 (2.41%) PowerExchange
Applications
1 6 (7.23%) MS Visio
2 3 (3.61%) MS PowerPoint
3 1 (1.20%) MS Project
Business Applications
1 4 (4.82%) Oracle EBS
2 2 (2.41%) Oracle BPM
3 1 (1.20%) Oracle Financials
Database & Business Intelligence
1 34 (40.96%) Data Warehouse
2 11 (13.25%) Oracle Database
2 11 (13.25%) PowerCenter
3 10 (12.05%) Enterprise Data Warehouse
4 6 (7.23%) Big Data
5 5 (6.02%) Data Mart
5 5 (6.02%) PostgreSQL
5 5 (6.02%) QlikView
6 4 (4.82%) MongoDB
6 4 (4.82%) Relational Database
6 4 (4.82%) Spatial Data
7 2 (2.41%) Data Lake
7 2 (2.41%) Hadoop
8 1 (1.20%) Data Mining
8 1 (1.20%) DB2
8 1 (1.20%) GIS
8 1 (1.20%) RDBMS
8 1 (1.20%) SQL Server
8 1 (1.20%) SQL Server 2008
8 1 (1.20%) SQL Server 2012
Development Applications
1 11 (13.25%) ERwin
2 4 (4.82%) Oracle APEX
3 1 (1.20%) Eclipse
3 1 (1.20%) Maven
General
1 43 (51.81%) Finance
2 16 (19.28%) Banking
3 8 (9.64%) Retail
4 5 (6.02%) Law
4 5 (6.02%) Retail Banking
Job Titles
1 32 (38.55%) Architect
2 29 (34.94%) Data Architect
3 23 (27.71%) Analyst
4 14 (16.87%) Data Warehouse Architect
5 12 (14.46%) Developer
6 11 (13.25%) Business Analyst
6 11 (13.25%) Data Analyst
6 11 (13.25%) Solutions Architect
7 8 (9.64%) Consultant
8 7 (8.43%) Informatica Consultant
9 5 (6.02%) Business Data Analyst
9 5 (6.02%) QlikView Developer
9 5 (6.02%) Senior Analyst
10 3 (3.61%) Data Business Analyst
10 3 (3.61%) Data Modeller
10 3 (3.61%) Digital Architect
10 3 (3.61%) E-Business Developer
10 3 (3.61%) Senior Business Analyst
10 3 (3.61%) Senior Developer
11 2 (2.41%) Java Developer
Libraries, Frameworks & Software Standards
1 4 (4.82%) Apache CXF
1 4 (4.82%) JSF
1 4 (4.82%) PostGIS
2 3 (3.61%) Drools
2 3 (3.61%) Hibernate
2 3 (3.61%) JPA
2 3 (3.61%) RichFaces
2 3 (3.61%) Spring
3 2 (2.41%) REST
4 1 (1.20%) COM
4 1 (1.20%) J2EE
4 1 (1.20%) Java EE
4 1 (1.20%) jBPM
4 1 (1.20%) jQuery
4 1 (1.20%) RESTful
4 1 (1.20%) SOAP
4 1 (1.20%) XML
4 1 (1.20%) XSLT
Miscellaneous
1 8 (9.64%) Analytical Skills
2 4 (4.82%) User Experience
3 3 (3.61%) Data Integration
3 3 (3.61%) Mainframe
3 3 (3.61%) Reference Data
3 3 (3.61%) Visualisation
4 2 (2.41%) Credit Risk
5 1 (1.20%) Management Information System
Operating Systems
1 10 (12.05%) Unix
2 1 (1.20%) zOS
Processes & Methodologies
1 46 (55.42%) ETL
2 26 (31.33%) Migration
3 22 (26.51%) Data Architecture
4 20 (24.10%) Data Migration
5 17 (20.48%) Agile Software Development
5 17 (20.48%) Dimensional Modelling
6 16 (19.28%) Data Analysis
6 16 (19.28%) Stakeholder Management
7 12 (14.46%) ETL Development
8 11 (13.25%) Use Case
9 10 (12.05%) Data Management
10 9 (10.84%) Data Mapping
10 9 (10.84%) UML
11 8 (9.64%) Business Analysis
11 8 (9.64%) Enterprise Architecture
11 8 (9.64%) Logical Data Model
12 7 (8.43%) BPMN
13 6 (7.23%) Scrum
13 6 (7.23%) User Acceptance Testing
13 6 (7.23%) Workflow
Programming Languages
1 24 (28.92%) SQL
2 8 (9.64%) PL/SQL
3 6 (7.23%) Java
3 6 (7.23%) VB
4 3 (3.61%) VBA
5 2 (2.41%) JavaScript
6 1 (1.20%) Python
Qualifications
1 1 (1.20%) ISEB
Quality Assurance & Compliance
1 16 (19.28%) Data Quality
2 3 (3.61%) Disclosure Scotland
3 1 (1.20%) QA
Vendors
1 28 (33.73%) Teradata
2 25 (30.12%) Oracle
3 17 (20.48%) Informatica
4 10 (12.05%) CA
5 4 (4.82%) Cognos
6 3 (3.61%) Trillium
7 1 (1.20%) Microsoft
7 1 (1.20%) Pega
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £350 - £375 per day
Posted: 3 days ago