The table below looks at the statistics for Data Architecture 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 Architecture over the 3 months to 28 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
28 Aug 2016
Same period 2015 Same period 2014
Data Architecture
Rank 71 88 76
Rank change year-on-year
+17 -12
Contract jobs citing Data Architecture 15 1 7
As % of all contract IT jobs located in Edinburgh 1.29% 0.060% 0.58%
As % of the Processes & Methodologies category 1.56% 0.073% 0.72%
Number of daily rates quoted 10 0 5
Median daily rate £500 - £425
UK excluding London median daily rate £500 £500 £500
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £37.50 -
Data Architecture
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
960 1363 969
As % of all contract IT jobs located in Edinburgh 82.26% 81.23% 80.88%
Number of daily rates quoted 552 731 533
Median daily rate £385 £390 £400
Median daily rate % change year-on-year
-1.28% -2.50%
90% offered a daily rate of more than £295 £280 £270
10% offered a daily rate of more than £485 £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 £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

Data Architecture
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing Data Architecture as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Architecture Jobs Demand Trend in Edinburgh

Data Architecture
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Architecture across the Edinburgh region.

Data Architecture Daily Rate Trend in Edinburgh

Data Architecture
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 August 2016, IT contractor jobs citing Data Architecture 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 Architecture.

1 22 (73.33%) Data Modelling
2 21 (70.00%) Finance
3 20 (66.67%) ETL
4 18 (60.00%) Data Warehouse
5 17 (56.67%) Dimensional Modelling
6 15 (50.00%) Teradata
7 11 (36.67%) Stakeholder Management
8 9 (30.00%) Data Mapping
9 7 (23.33%) Enterprise Data Warehouse
10 6 (20.00%) Data Management
11 5 (16.67%) Zachman Framework
11 5 (16.67%) TOGAF
12 4 (13.33%) Law
12 4 (13.33%) Data Quality
12 4 (13.33%) Software Testing
12 4 (13.33%) Data Mart
13 3 (10.00%) Enterprise Architecture
13 3 (10.00%) Analytical Skills
13 3 (10.00%) Retail
14 2 (6.67%) Informatica
14 2 (6.67%) SAS
14 2 (6.67%) Migration
14 2 (6.67%) Risk Management
14 2 (6.67%) FINREP
14 2 (6.67%) SAS Data Integration Studio
14 2 (6.67%) Risk Analytics
14 2 (6.67%) Analytics
14 2 (6.67%) Credit Risk
14 2 (6.67%) SAS Enterprise Guide
15 1 (3.33%) Oracle BI EE

Data Architecture
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 2 (6.67%) SAS
2 1 (3.33%) JBoss
Applications
1 1 (3.33%) MS Excel
1 1 (3.33%) Spreadsheet
Database & Business Intelligence
1 18 (60.00%) Data Warehouse
2 7 (23.33%) Enterprise Data Warehouse
3 4 (13.33%) Data Mart
4 2 (6.67%) SAS Data Integration Studio
4 2 (6.67%) SAS Enterprise Guide
5 1 (3.33%) Oracle BI EE
5 1 (3.33%) SQL Server
General
1 21 (70.00%) Finance
2 4 (13.33%) Law
3 3 (10.00%) Retail
4 1 (3.33%) Banking
4 1 (3.33%) Retail Banking
Job Titles
1 26 (86.67%) Architect
2 25 (83.33%) Data Architect
3 13 (43.33%) Data Warehouse Architect
4 9 (30.00%) Solutions Architect
5 3 (10.00%) Analyst
6 2 (6.67%) SAS Analyst
6 2 (6.67%) Senior Analyst
6 2 (6.67%) Senior SAS Analyst
7 1 (3.33%) Business Analyst
7 1 (3.33%) Business Intelligence Developer
7 1 (3.33%) Developer
7 1 (3.33%) OBIEE Developer
7 1 (3.33%) SOA Architect
7 1 (3.33%) Teradata Architect
Libraries, Frameworks & Software Standards
1 1 (3.33%) Middleware
1 1 (3.33%) REST
Miscellaneous
1 3 (10.00%) Analytical Skills
2 2 (6.67%) Credit Risk
Processes & Methodologies
1 22 (73.33%) Data Modelling
2 20 (66.67%) ETL
3 17 (56.67%) Dimensional Modelling
4 11 (36.67%) Stakeholder Management
5 9 (30.00%) Data Mapping
6 6 (20.00%) Data Management
7 5 (16.67%) TOGAF
7 5 (16.67%) Zachman Framework
8 4 (13.33%) Software Testing
9 3 (10.00%) Enterprise Architecture
10 2 (6.67%) Analytics
10 2 (6.67%) Migration
10 2 (6.67%) Risk Analytics
10 2 (6.67%) Risk Management
11 1 (3.33%) Agile Software Development
11 1 (3.33%) Business Analysis
11 1 (3.33%) Business Intelligence
11 1 (3.33%) Domain-Driven Design
11 1 (3.33%) Scrum
11 1 (3.33%) SOA
Programming Languages
1 1 (3.33%) Java
1 1 (3.33%) SQL
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 2 (6.67%) FINREP
Vendors
1 15 (50.00%) Teradata
2 2 (6.67%) Informatica
3 1 (3.33%) Microsoft