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 July 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 Jul 2016
Same period 2015 Same period 2014
Data Architecture
Rank 97 125 126
Rank change year-on-year
+28 +1
Contract jobs citing Data Architecture 40 10 7
As % of all contract IT jobs located in Scotland 1.58% 0.31% 0.25%
As % of the Processes & Methodologies category 1.90% 0.39% 0.32%
Number of daily rates quoted 26 2 3
Median daily rate £475 £475 £350
Median daily rate % change year-on-year
- +35.71%
UK excluding London median daily rate £500 £500 £475
% change year-on-year
- +5.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £37.80
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
2109 2591 2191
As % of all contract IT jobs located in Scotland 83.06% 81.17% 79.64%
Number of daily rates quoted 1255 1302 1149
Median daily rate £355 £375 £375
Median daily rate % change year-on-year
-5.33% -
90% offered a daily rate of more than £240 £270 £250
10% offered a daily rate of more than £485 £475 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 30 56 37
Median hourly rate £41.00 £30.50 £28.75
Median hourly rate % change year-on-year
+34.42% +6.08%
90% offered a hourly rate of more than £12.00 £12.35 £12.00
10% offered a hourly rate of more than £47.25 £46.70 £165.00
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

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 July 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 +21 25 £500 +11.11% 4
Glasgow +6 7 £463 -7.50%
Aberdeen - 3 - -
Inverclyde - 2 £400 -
Scottish Borders - 1 £450 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 26 July 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 41 (60.29%) Finance
2 36 (52.94%) Data Modelling
3 28 (41.18%) Data Warehouse
4 26 (38.24%) ETL
5 20 (29.41%) TOGAF
6 17 (25.00%) Agile Software Development
6 17 (25.00%) Dimensional Modelling
7 15 (22.06%) SQL
7 15 (22.06%) Teradata
8 14 (20.59%) Stakeholder Management
8 14 (20.59%) Enterprise Architecture
9 13 (19.12%) Migration
10 11 (16.18%) Data Management
10 11 (16.18%) Data Mapping
11 10 (14.71%) Retail
11 10 (14.71%) Zachman Framework
11 10 (14.71%) Data Quality
12 9 (13.24%) Enterprise Data Warehouse
12 9 (13.24%) Technical Architecture
12 9 (13.24%) Data Migration
13 8 (11.76%) ArchiMate
13 8 (11.76%) Scrum
13 8 (11.76%) ERP
13 8 (11.76%) Business Intelligence
14 7 (10.29%) Banking
15 6 (8.82%) Retail Banking
15 6 (8.82%) Kanban
15 6 (8.82%) Data Integration
15 6 (8.82%) Microsoft
16 5 (7.35%) Law

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 4 (5.88%) SAS
2 3 (4.41%) CMS
3 2 (2.94%) BizTalk Server
3 2 (2.94%) JBoss
4 1 (1.47%) IBM Connections
Applications
1 3 (4.41%) MS Excel
2 2 (2.94%) MS Office
3 1 (1.47%) MS Visio
3 1 (1.47%) Spreadsheet
Business Applications
1 4 (5.88%) Teamcenter
2 3 (4.41%) Dynamics CRM
3 2 (2.94%) KANA IQ
4 1 (1.47%) Oracle ERP
Database & Business Intelligence
1 28 (41.18%) Data Warehouse
2 9 (13.24%) Enterprise Data Warehouse
3 5 (7.35%) Data Mart
4 4 (5.88%) SQL Server
5 3 (4.41%) Big Data
5 3 (4.41%) NoSQL
6 2 (2.94%) RDBMS
6 2 (2.94%) Relational Database
6 2 (2.94%) SAS Data Integration Studio
6 2 (2.94%) SAS Enterprise Guide
6 2 (2.94%) SQL Server Integration Services
7 1 (1.47%) Oracle BI EE
7 1 (1.47%) Star Schema
Development Applications
1 2 (2.94%) Git (software)
1 2 (2.94%) Subversion
General
1 41 (60.29%) Finance
2 10 (14.71%) Retail
3 7 (10.29%) Banking
4 6 (8.82%) Retail Banking
5 5 (7.35%) Law
6 3 (4.41%) Manufacturing
Job Titles
1 52 (76.47%) Architect
2 41 (60.29%) Data Architect
3 15 (22.06%) Data Warehouse Architect
4 13 (19.12%) Solutions Architect
5 6 (8.82%) Analyst
6 5 (7.35%) Infrastructure Architect
7 4 (5.88%) Senior Analyst
8 3 (4.41%) Developer
8 3 (4.41%) Enterprise Architect
8 3 (4.41%) Support Team Leader
9 2 (2.94%) Data Analyst
9 2 (2.94%) Data Modeller
9 2 (2.94%) Enterprise Data Architect
9 2 (2.94%) JavaScript Developer
9 2 (2.94%) Junior Developer
9 2 (2.94%) Senior Architect
9 2 (2.94%) Senior Data Analyst
9 2 (2.94%) Senior SAS Analyst
9 2 (2.94%) Senior Solutions Architect
9 2 (2.94%) SOA Architect
Libraries, Frameworks & Software Standards
1 2 (2.94%) Ajax
1 2 (2.94%) CSS
1 2 (2.94%) CSS3
1 2 (2.94%) HTML
1 2 (2.94%) HTML5
1 2 (2.94%) jQuery
1 2 (2.94%) JSON
1 2 (2.94%) Middleware
1 2 (2.94%) Sass
1 2 (2.94%) XHTML
2 1 (1.47%) REST
Miscellaneous
1 6 (8.82%) Data Integration
2 5 (7.35%) Analytical Skills
3 3 (4.41%) Data Structures
3 3 (4.41%) User Experience
4 2 (2.94%) Credit Risk
4 2 (2.94%) Enterprise Software
5 1 (1.47%) Management Information System
Operating Systems
1 3 (4.41%) Linux
1 3 (4.41%) Mac OS X
1 3 (4.41%) Unix
2 2 (2.94%) Apple iOS
Processes & Methodologies
1 36 (52.94%) Data Modelling
2 26 (38.24%) ETL
3 20 (29.41%) TOGAF
4 17 (25.00%) Agile Software Development
4 17 (25.00%) Dimensional Modelling
5 14 (20.59%) Enterprise Architecture
5 14 (20.59%) Stakeholder Management
6 13 (19.12%) Migration
7 11 (16.18%) Data Management
7 11 (16.18%) Data Mapping
8 10 (14.71%) Zachman Framework
9 9 (13.24%) Data Migration
9 9 (13.24%) Technical Architecture
10 8 (11.76%) ArchiMate
10 8 (11.76%) Business Intelligence
10 8 (11.76%) ERP
10 8 (11.76%) Scrum
11 6 (8.82%) Kanban
12 4 (5.88%) Test Scripting
12 4 (5.88%) Waterfall
Programming Languages
1 15 (22.06%) SQL
2 5 (7.35%) Java
2 5 (7.35%) JavaScript
3 3 (4.41%) Clojure
3 3 (4.41%) Ruby
Qualifications
1 5 (7.35%) Security Cleared
2 4 (5.88%) ISEB
Quality Assurance & Compliance
1 10 (14.71%) Data Quality
2 2 (2.94%) FINREP
3 1 (1.47%) Disclosure Scotland
Vendors
1 15 (22.06%) Teradata
2 6 (8.82%) Microsoft
3 4 (5.88%) Infor
3 4 (5.88%) Oracle
3 4 (5.88%) Salesforce.com
4 3 (4.41%) Siemens
5 2 (2.94%) Cognos
5 2 (2.94%) IBM
5 2 (2.94%) Informatica
5 2 (2.94%) MicroStrategy
5 2 (2.94%) MuleSoft
6 1 (1.47%) Capita
6 1 (1.47%) SAP