The table below looks at the statistics for Data Architecture skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 26 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
26 Aug 2016
Same period 2015 Same period 2014
Data Architecture
Rank 97 129 111
Rank change year-on-year
+32 -18
Contract jobs citing Data Architecture 26 9 13
As % of all contract IT jobs located in Scotland 1.15% 0.28% 0.47%
As % of the Processes & Methodologies category 1.39% 0.34% 0.58%
Number of daily rates quoted 19 3 7
Median daily rate £475 £500 £400
Median daily rate % change year-on-year
-5.00% +25.00%
90% offered a daily rate of more than £450 £500 £338
10% offered a daily rate of more than £500 £560 £598
UK excluding London median daily rate £500 £500 £480
% change year-on-year
- +4.16%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £37.50 -
Data Architecture
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1871 2677 2231
As % of all contract IT jobs located in Scotland 82.53% 81.92% 79.99%
Number of daily rates quoted 1100 1393 1146
Median daily rate £360 £375 £375
Median daily rate % change year-on-year
-4.00% -
90% offered a daily rate of more than £270 £265 £251
10% offered a daily rate of more than £475 £475 £490
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 39 63 29
Median hourly rate £38.00 £30.50 £30.00
Median hourly rate % change year-on-year
+24.59% +1.66%
90% offered a hourly rate of more than £11.37 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £55.00 £165.00
UK excluding London median hourly rate £30.00 £33.00 £25.75
% change year-on-year
-9.09% +28.15%

Data Architecture
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland 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 Scotland

Data Architecture
Daily Rate Trend in Scotland

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

Data Architecture Daily Rate Trend in Scotland

Data Architecture
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Architecture within the Scotland region over the 3 months to 26 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +18 15 £500 -
Glasgow +12 8 £450 -10.00% 1
Aberdeen +8 1 - -
Scottish Borders - 1 £450 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 26 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 Scotland region with a requirement for Data Architecture.

1 27 (55.10%) Data Modelling
1 27 (55.10%) Finance
2 23 (46.94%) ETL
3 22 (44.90%) Data Warehouse
4 17 (34.69%) Dimensional Modelling
5 15 (30.61%) Teradata
6 14 (28.57%) Stakeholder Management
7 10 (20.41%) Data Mapping
8 9 (18.37%) Enterprise Data Warehouse
8 9 (18.37%) SQL
9 8 (16.33%) ERP
9 8 (16.33%) Migration
9 8 (16.33%) Data Management
10 7 (14.29%) TOGAF
10 7 (14.29%) Data Quality
10 7 (14.29%) Data Integration
11 6 (12.24%) Enterprise Architecture
11 6 (12.24%) Agile Software Development
11 6 (12.24%) Retail
11 6 (12.24%) Microsoft
12 5 (10.20%) Zachman Framework
12 5 (10.20%) Scrum
12 5 (10.20%) Technical Architecture
12 5 (10.20%) Analytical Skills
13 4 (8.16%) Test Scripting
13 4 (8.16%) Software Testing
13 4 (8.16%) Data Migration
13 4 (8.16%) Infor
13 4 (8.16%) PLM
13 4 (8.16%) Teamcenter

Data Architecture
Top Related IT Skills in Scotland 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 3 (6.12%) CMS
2 2 (4.08%) BizTalk Server
2 2 (4.08%) SAS
3 1 (2.04%) IBM Connections
3 1 (2.04%) JBoss
Applications
1 1 (2.04%) MS Excel
1 1 (2.04%) MS Visio
1 1 (2.04%) Spreadsheet
Business Applications
1 4 (8.16%) Teamcenter
2 3 (6.12%) Dynamics CRM
3 2 (4.08%) KANA IQ
4 1 (2.04%) Oracle ERP
Database & Business Intelligence
1 22 (44.90%) Data Warehouse
2 9 (18.37%) Enterprise Data Warehouse
3 4 (8.16%) Data Mart
3 4 (8.16%) SQL Server
4 3 (6.12%) Big Data
4 3 (6.12%) SQL Server Integration Services
5 2 (4.08%) RDBMS
5 2 (4.08%) Relational Database
5 2 (4.08%) SAS Data Integration Studio
5 2 (4.08%) SAS Enterprise Guide
6 1 (2.04%) Oracle BI EE
General
1 27 (55.10%) Finance
2 6 (12.24%) Retail
3 4 (8.16%) Law
4 3 (6.12%) Manufacturing
5 2 (4.08%) Banking
5 2 (4.08%) Retail Banking
Job Titles
1 39 (79.59%) Architect
2 36 (73.47%) Data Architect
3 15 (30.61%) Data Warehouse Architect
4 10 (20.41%) Solutions Architect
5 3 (6.12%) Analyst
5 3 (6.12%) Developer
5 3 (6.12%) Support Team Leader
6 2 (4.08%) JavaScript Developer
6 2 (4.08%) Junior
6 2 (4.08%) Junior Developer
6 2 (4.08%) Junior JavaScript Developer
6 2 (4.08%) SAS Analyst
6 2 (4.08%) Senior Analyst
6 2 (4.08%) Senior SAS Analyst
7 1 (2.04%) Front End Developer (Client-Side Developer)
7 1 (2.04%) Junior Front End Developer (Client-Side Developer)
7 1 (2.04%) OBIEE Developer
7 1 (2.04%) Senior Architect
7 1 (2.04%) SOA Architect
7 1 (2.04%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 2 (4.08%) Ajax
1 2 (4.08%) CSS
1 2 (4.08%) CSS3
1 2 (4.08%) HTML
1 2 (4.08%) HTML5
1 2 (4.08%) jQuery
1 2 (4.08%) JSON
1 2 (4.08%) Sass
1 2 (4.08%) XHTML
2 1 (2.04%) Middleware
2 1 (2.04%) REST
Miscellaneous
1 7 (14.29%) Data Integration
2 5 (10.20%) Analytical Skills
3 2 (4.08%) Credit Risk
3 2 (4.08%) User Experience
4 1 (2.04%) Enterprise Software
Operating Systems
1 2 (4.08%) Apple iOS
Processes & Methodologies
1 27 (55.10%) Data Modelling
2 23 (46.94%) ETL
3 17 (34.69%) Dimensional Modelling
4 14 (28.57%) Stakeholder Management
5 10 (20.41%) Data Mapping
6 8 (16.33%) Data Management
6 8 (16.33%) ERP
6 8 (16.33%) Migration
7 7 (14.29%) TOGAF
8 6 (12.24%) Agile Software Development
8 6 (12.24%) Enterprise Architecture
9 5 (10.20%) Scrum
9 5 (10.20%) Technical Architecture
9 5 (10.20%) Zachman Framework
10 4 (8.16%) CAD
10 4 (8.16%) Change Management
10 4 (8.16%) Data Migration
10 4 (8.16%) PLM
10 4 (8.16%) Software Testing
10 4 (8.16%) Test Scripting
Programming Languages
1 9 (18.37%) SQL
2 2 (4.08%) JavaScript
3 1 (2.04%) Java
Qualifications
1 1 (2.04%) Security Cleared
Quality Assurance & Compliance
1 7 (14.29%) Data Quality
2 2 (4.08%) FINREP
3 1 (2.04%) Disclosure Scotland
3 1 (2.04%) PCI DSS
Vendors
1 15 (30.61%) Teradata
2 6 (12.24%) Microsoft
3 4 (8.16%) Infor
3 4 (8.16%) Oracle
3 4 (8.16%) Salesforce.com
4 3 (6.12%) Cognos
4 3 (6.12%) Siemens
5 2 (4.08%) IBM
5 2 (4.08%) Informatica
5 2 (4.08%) MuleSoft
6 1 (2.04%) Capita