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 9 December 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
9 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 67 73 81
Rank change year-on-year
+6 +8
Contract jobs citing Data Architecture 4 18 8
As % of all contract IT jobs located in Edinburgh 0.44% 1.20% 0.55%
As % of the Processes & Methodologies category 0.54% 1.46% 0.72%
Number of daily rates quoted 4 9 4
Median daily rate £510 £500 £500
Median daily rate % change year-on-year
+2.00% -
UK excluding London median daily rate £495 £475 £475
% change year-on-year
+4.10% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £21.50 £59.75
% change year-on-year
- -64.01%
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
735 1232 1113
As % of all contract IT jobs located in Edinburgh 81.04% 82.30% 76.81%
Number of daily rates quoted 424 615 613
Median daily rate £413 £385 £400
Median daily rate % change year-on-year
+7.14% -3.75%
90% offered a daily rate of more than £290 £275 £288
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 11 13 4
Median hourly rate £43.00 £19.02 £22.50
Median hourly rate % change year-on-year
+126.07% -15.46%
90% offered a hourly rate of more than £15.00 £12.35 £11.50
10% offered a hourly rate of more than £45.00 £40.38 £90.00
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

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 9 December 2016.

Data Architecture Daily Rate Histogram in Edinburgh

Data Architecture
Top 30 Related IT Skills in Edinburgh

For the 6 months to 9 December 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 14 (82.35%) Data Modelling
2 10 (58.82%) ETL
2 10 (58.82%) Finance
3 9 (52.94%) Data Warehouse
4 8 (47.06%) Dimensional Modelling
5 7 (41.18%) Teradata
6 5 (29.41%) Data Mapping
7 4 (23.53%) Stakeholder Management
7 4 (23.53%) Enterprise Architecture
7 4 (23.53%) Business Intelligence
8 3 (17.65%) SQL
8 3 (17.65%) Migration
8 3 (17.65%) Data Governance
8 3 (17.65%) Analytical Skills
8 3 (17.65%) Logical Data Model
8 3 (17.65%) Physical Data Model
8 3 (17.65%) Enterprise Data Warehouse
9 2 (11.76%) Target Operating Model
9 2 (11.76%) SAS EBI
9 2 (11.76%) Scrum
9 2 (11.76%) Agile Software Development
9 2 (11.76%) Data Integration
9 2 (11.76%) Retail
9 2 (11.76%) Data Management
9 2 (11.76%) Oracle
9 2 (11.76%) SAS
10 1 (5.88%) GAP Analysis
10 1 (5.88%) Management Information System
10 1 (5.88%) SQL Server
10 1 (5.88%) MS Excel

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 (11.76%) SAS
Applications
1 1 (5.88%) MS Excel
1 1 (5.88%) Spreadsheet
Database & Business Intelligence
1 9 (52.94%) Data Warehouse
2 3 (17.65%) Enterprise Data Warehouse
3 2 (11.76%) SAS EBI
4 1 (5.88%) Data Mart
4 1 (5.88%) Oracle BI EE
4 1 (5.88%) RDBMS
4 1 (5.88%) Relational Database
4 1 (5.88%) SQL Server
Development Applications
1 1 (5.88%) ERwin
General
1 10 (58.82%) Finance
2 2 (11.76%) Retail
3 1 (5.88%) Banking
3 1 (5.88%) Law
Job Titles
1 16 (94.12%) Architect
2 15 (88.24%) Data Architect
3 5 (29.41%) Data Warehouse Architect
4 4 (23.53%) Solutions Architect
5 1 (5.88%) Business Architect
5 1 (5.88%) Business Intelligence Developer
5 1 (5.88%) Data Modeller
5 1 (5.88%) Developer
5 1 (5.88%) Enterprise Architect
5 1 (5.88%) Enterprise Data Architect
5 1 (5.88%) Lead Architect
5 1 (5.88%) Lead Data Architect
5 1 (5.88%) OBIEE Developer
Miscellaneous
1 3 (17.65%) Analytical Skills
2 2 (11.76%) Data Integration
3 1 (5.88%) Management Information System
3 1 (5.88%) Visualisation
Processes & Methodologies
1 14 (82.35%) Data Modelling
2 10 (58.82%) ETL
3 8 (47.06%) Dimensional Modelling
4 5 (29.41%) Data Mapping
5 4 (23.53%) Business Intelligence
5 4 (23.53%) Enterprise Architecture
5 4 (23.53%) Stakeholder Management
6 3 (17.65%) Data Governance
6 3 (17.65%) Logical Data Model
6 3 (17.65%) Migration
6 3 (17.65%) Physical Data Model
7 2 (11.76%) Agile Software Development
7 2 (11.76%) Data Management
7 2 (11.76%) Scrum
7 2 (11.76%) Target Operating Model
8 1 (5.88%) Business Analysis
8 1 (5.88%) GAP Analysis
8 1 (5.88%) Information Security
8 1 (5.88%) TOGAF
8 1 (5.88%) Zachman Framework
Programming Languages
1 3 (17.65%) SQL
Qualifications
1 1 (5.88%) Oracle Certification
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
Vendors
1 7 (41.18%) Teradata
2 2 (11.76%) Oracle
3 1 (5.88%) Microsoft