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 September 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 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 56 42 42
Rank change year-on-year
-14 0
Contract jobs citing Data Modelling 22 54 37
As % of all contract IT jobs located in Edinburgh 2.14% 3.16% 3.14%
As % of the Processes & Methodologies category 2.65% 3.84% 4.09%
Number of daily rates quoted 11 36 21
Median daily rate £388 £425 £425
Median daily rate % change year-on-year
-8.82% -
90% offered a daily rate of more than £295 £338 £375
10% offered a daily rate of more than £425 £725 £475
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
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
830 1407 905
As % of all contract IT jobs located in Edinburgh 80.58% 82.38% 76.69%
Number of daily rates quoted 509 751 531
Median daily rate £398 £390 £400
Median daily rate % change year-on-year
+1.92% -2.50%
90% offered a daily rate of more than £300 £280 £263
10% offered a daily rate of more than £500 £500 £550
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 10 9 10
Median hourly rate £43.00 £15.75 £15.77
Median hourly rate % change year-on-year
+173.01% -0.12%
90% offered a hourly rate of more than £14.41 £12.00 £12.00
10% offered a hourly rate of more than £47.25 £40.38 £31.25
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 September 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 September 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 40 (51.28%) ETL
2 37 (47.44%) Finance
3 31 (39.74%) Data Warehouse
4 26 (33.33%) Teradata
5 23 (29.49%) SQL
6 22 (28.21%) Migration
6 22 (28.21%) Data Architecture
7 21 (26.92%) Oracle
8 17 (21.79%) Agile Software Development
8 17 (21.79%) Dimensional Modelling
9 16 (20.51%) Data Migration
10 15 (19.23%) Stakeholder Management
11 14 (17.95%) Data Analysis
11 14 (17.95%) Banking
12 13 (16.67%) Informatica
13 11 (14.10%) Data Quality
14 10 (12.82%) ETL Development
14 10 (12.82%) Use Case
14 10 (12.82%) Business Analysis
15 9 (11.54%) Data Mapping
15 9 (11.54%) PowerCenter
15 9 (11.54%) ERwin
15 9 (11.54%) Enterprise Data Warehouse
15 9 (11.54%) Oracle Database
16 8 (10.26%) CA
16 8 (10.26%) Unix
16 8 (10.26%) UML
16 8 (10.26%) PL/SQL
17 7 (8.97%) SAS
17 7 (8.97%) Enterprise Architecture

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 (8.97%) SAS
2 2 (2.56%) JBoss
2 2 (2.56%) Oracle Workflow
2 2 (2.56%) PowerExchange
3 1 (1.28%) SharePoint
Applications
1 6 (7.69%) MS Visio
2 3 (3.85%) MS PowerPoint
3 1 (1.28%) MS Project
Business Applications
1 4 (5.13%) Oracle EBS
2 1 (1.28%) Dynamics CRM
2 1 (1.28%) Oracle BPM
2 1 (1.28%) Oracle Financials
Database & Business Intelligence
1 31 (39.74%) Data Warehouse
2 9 (11.54%) Enterprise Data Warehouse
2 9 (11.54%) Oracle Database
2 9 (11.54%) PowerCenter
3 6 (7.69%) Big Data
3 6 (7.69%) QlikView
4 4 (5.13%) Data Mart
4 4 (5.13%) MongoDB
4 4 (5.13%) PostgreSQL
4 4 (5.13%) Spatial Data
5 2 (2.56%) Data Lake
5 2 (2.56%) Hadoop
5 2 (2.56%) Relational Database
5 2 (2.56%) SAS EBI
6 1 (1.28%) RDBMS
6 1 (1.28%) SQL Server 2008
6 1 (1.28%) SQL Server 2012
6 1 (1.28%) SQL Server Analysis Services
6 1 (1.28%) SQL Server Integration Services
6 1 (1.28%) SQL Server Reporting Services
Development Applications
1 9 (11.54%) ERwin
2 4 (5.13%) Oracle APEX
3 1 (1.28%) Eclipse
3 1 (1.28%) Maven
General
1 37 (47.44%) Finance
2 14 (17.95%) Banking
3 6 (7.69%) Retail
4 5 (6.41%) Law
5 4 (5.13%) Retail Banking
Job Titles
1 28 (35.90%) Architect
2 27 (34.62%) Data Architect
3 24 (30.77%) Analyst
4 13 (16.67%) Data Warehouse Architect
5 12 (15.38%) Business Analyst
6 11 (14.10%) Developer
7 10 (12.82%) Data Analyst
8 8 (10.26%) Consultant
8 8 (10.26%) Solutions Architect
9 7 (8.97%) Informatica Consultant
10 6 (7.69%) QlikView Developer
11 5 (6.41%) Business Data Analyst
11 5 (6.41%) Senior Analyst
12 3 (3.85%) Data Business Analyst
12 3 (3.85%) Digital Architect
12 3 (3.85%) E-Business Developer
12 3 (3.85%) Senior Business Analyst
12 3 (3.85%) Senior Developer
13 2 (2.56%) DBA
13 2 (2.56%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 4 (5.13%) PostGIS
2 3 (3.85%) Spring
3 2 (2.56%) Apache CXF
3 2 (2.56%) JSF
3 2 (2.56%) RichFaces
4 1 (1.28%) .NET
4 1 (1.28%) ASP.NET
4 1 (1.28%) ASP.NET Web Forms
4 1 (1.28%) COM
4 1 (1.28%) Drools
4 1 (1.28%) Hibernate
4 1 (1.28%) J2EE
4 1 (1.28%) Java EE
4 1 (1.28%) jBPM
4 1 (1.28%) JPA
4 1 (1.28%) jQuery
4 1 (1.28%) RESTful
4 1 (1.28%) SOAP
4 1 (1.28%) XML
4 1 (1.28%) XSLT
Miscellaneous
1 6 (7.69%) Analytical Skills
2 4 (5.13%) Data Integration
2 4 (5.13%) User Experience
3 3 (3.85%) Mainframe
3 3 (3.85%) Reference Data
3 3 (3.85%) Visualisation
4 2 (2.56%) Credit Risk
5 1 (1.28%) Management Information System
Operating Systems
1 8 (10.26%) Unix
2 1 (1.28%) zOS
Processes & Methodologies
1 40 (51.28%) ETL
2 22 (28.21%) Data Architecture
2 22 (28.21%) Migration
3 17 (21.79%) Agile Software Development
3 17 (21.79%) Dimensional Modelling
4 16 (20.51%) Data Migration
5 15 (19.23%) Stakeholder Management
6 14 (17.95%) Data Analysis
7 10 (12.82%) Business Analysis
7 10 (12.82%) ETL Development
7 10 (12.82%) Use Case
8 9 (11.54%) Data Mapping
9 8 (10.26%) UML
10 7 (8.97%) Data Governance
10 7 (8.97%) Data Management
10 7 (8.97%) Enterprise Architecture
10 7 (8.97%) Logical Data Model
11 6 (7.69%) Dashboard Development
11 6 (7.69%) Physical Data Model
11 6 (7.69%) Scrum
Programming Languages
1 23 (29.49%) SQL
2 8 (10.26%) PL/SQL
3 6 (7.69%) VB
4 3 (3.85%) Java
5 2 (2.56%) JavaScript
5 2 (2.56%) VBA
Qualifications
1 2 (2.56%) ISEB
2 1 (1.28%) Degree
Quality Assurance & Compliance
1 11 (14.10%) Data Quality
2 2 (2.56%) Disclosure Scotland
3 1 (1.28%) QA
Vendors
1 26 (33.33%) Teradata
2 21 (26.92%) Oracle
3 13 (16.67%) Informatica
4 8 (10.26%) CA
5 4 (5.13%) Cognos
6 3 (3.85%) Trillium
7 2 (2.56%) Microsoft
8 1 (1.28%) NetSuite
8 1 (1.28%) Pega
Edinburgh, Midlothian
Cathcart Associates Ltd
Rate: £400 per day
Posted: 4 hours ago