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 5 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
5 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 82 84 65
Rank change year-on-year
+2 -19
Contract jobs citing Data Architecture 14 3 16
As % of all contract IT jobs located in Edinburgh 0.93% 0.21% 1.28%
As % of the Processes & Methodologies category 1.14% 0.26% 1.70%
Number of daily rates quoted 11 1 12
Median daily rate £500 £375 £525
Median daily rate % change year-on-year
+33.33% -28.57%
90% offered a daily rate of more than £330 £375 £460
10% offered a daily rate of more than £775 £375 £640
UK excluding London median daily rate £500 £500 £460
% change year-on-year
- +8.69%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £37.80
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
1233 1175 940
As % of all contract IT jobs located in Edinburgh 81.82% 80.31% 75.14%
Number of daily rates quoted 707 667 545
Median daily rate £413 £375 £400
Median daily rate % change year-on-year
+10.00% -6.25%
90% offered a daily rate of more than £300 £275 £243
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 3 17 17
Median hourly rate £20.50 £35.00 £25.00
Median hourly rate % change year-on-year
-41.42% +40.00%
90% offered a hourly rate of more than £19.95 £13.85 £18.00
10% offered a hourly rate of more than £40.00 £40.00 £180.00
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

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
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the Edinburgh region over the 3 months to 5 May 2016.

Data Architecture Daily Rate Histogram in Edinburgh

Data Architecture
Top 30 Related IT Skills in Edinburgh

For the 6 months to 5 May 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 17 (60.71%) Finance
2 13 (46.43%) TOGAF
3 12 (42.86%) Zachman Framework
4 10 (35.71%) Data Modelling
5 9 (32.14%) Data Warehouse
6 8 (28.57%) Banking
7 6 (21.43%) Data Management
7 6 (21.43%) ETL
8 5 (17.86%) Migration
8 5 (17.86%) Stakeholder Management
8 5 (17.86%) Agile Software Development
8 5 (17.86%) Retail
8 5 (17.86%) Data Mart
8 5 (17.86%) Data Migration
8 5 (17.86%) Retail Banking
8 5 (17.86%) Data Quality
9 4 (14.29%) Middleware
9 4 (14.29%) SAS
9 4 (14.29%) ISEB
10 3 (10.71%) Informatica
10 3 (10.71%) JBoss
10 3 (10.71%) SOA
10 3 (10.71%) Teradata
10 3 (10.71%) Waterfall
10 3 (10.71%) Analytics
11 2 (7.14%) Relational Database
11 2 (7.14%) FINREP
11 2 (7.14%) SAS Data Integration Studio
11 2 (7.14%) Analytical Skills
11 2 (7.14%) Logical Data Model

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 4 (14.29%) SAS
2 3 (10.71%) JBoss
Database & Business Intelligence
1 9 (32.14%) Data Warehouse
2 5 (17.86%) Data Mart
3 2 (7.14%) DB2
3 2 (7.14%) RDBMS
3 2 (7.14%) Relational Database
3 2 (7.14%) SAS Data Integration Studio
3 2 (7.14%) SAS Enterprise Guide
4 1 (3.57%) Enterprise Data Warehouse
4 1 (3.57%) Pentaho
4 1 (3.57%) PowerCenter
4 1 (3.57%) Star Schema
Development Applications
1 1 (3.57%) ERwin
1 1 (3.57%) PowerDesigner
General
1 17 (60.71%) Finance
2 8 (28.57%) Banking
3 5 (17.86%) Retail
3 5 (17.86%) Retail Banking
Job Titles
1 22 (78.57%) Architect
2 13 (46.43%) Data Architect
3 6 (21.43%) Solutions Architect
4 5 (17.86%) Infrastructure Architect
5 4 (14.29%) Analyst
5 4 (14.29%) Senior Analyst
6 3 (10.71%) Data Modeller
6 3 (10.71%) SOA Architect
7 2 (7.14%) Data Analyst
7 2 (7.14%) Data Migration Architect
7 2 (7.14%) Migration Architect
7 2 (7.14%) SAS Analyst
7 2 (7.14%) Senior Data Analyst
7 2 (7.14%) Senior SAS Analyst
8 1 (3.57%) Data Warehouse Architect
8 1 (3.57%) Finance Modeller
8 1 (3.57%) Lead Architect
8 1 (3.57%) TOGAF Architect
8 1 (3.57%) Web Architect
8 1 (3.57%) Zachman Architect
Libraries, Frameworks & Software Standards
1 4 (14.29%) Middleware
2 1 (3.57%) REST
Miscellaneous
1 2 (7.14%) Analytical Skills
1 2 (7.14%) Credit Risk
2 1 (3.57%) Enterprise Software
2 1 (3.57%) Management Information System
Processes & Methodologies
1 13 (46.43%) TOGAF
2 12 (42.86%) Zachman Framework
3 10 (35.71%) Data Modelling
4 6 (21.43%) Data Management
4 6 (21.43%) ETL
5 5 (17.86%) Agile Software Development
5 5 (17.86%) Data Migration
5 5 (17.86%) Migration
5 5 (17.86%) Stakeholder Management
6 3 (10.71%) Analytics
6 3 (10.71%) SOA
6 3 (10.71%) Waterfall
7 2 (7.14%) Business Intelligence
7 2 (7.14%) Enterprise Architecture
7 2 (7.14%) Investment Management
7 2 (7.14%) Requirements Analysis
7 2 (7.14%) Risk Analytics
7 2 (7.14%) Risk Management
7 2 (7.14%) User Acceptance Testing
7 2 (7.14%) Workflow
Programming Languages
1 2 (7.14%) Java
1 2 (7.14%) SQL
Qualifications
1 4 (14.29%) ISEB
Quality Assurance & Compliance
1 5 (17.86%) Data Quality
2 2 (7.14%) FINREP
3 1 (3.57%) Disclosure Scotland
Vendors
1 3 (10.71%) Informatica
1 3 (10.71%) Teradata
2 2 (7.14%) Oracle
3 1 (3.57%) Pega
3 1 (3.57%) Sybase