The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Architecture
UK / Scotland
Rank 122 151 139
Rank change year-on-year
+29 -12
Permanent jobs citing Data Architecture 10 11 16
As % of all permanent IT jobs located in Scotland 0.45% 0.37% 0.53%
As % of the Processes & Methodologies category 0.50% 0.41% 0.60%
Number of salaries quoted 7 10 10
Median salary £71,500 £57,000 £63,750
Median salary % change year-on-year
+25.43% -10.58%
UK excluding London median salary £60,000 £62,500 £55,000
% change year-on-year
-4.00% +13.63%

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
1983 2672 2689
As % of all permanent IT jobs located in Scotland 89.40% 90.36% 88.45%
Number of salaries quoted 1246 1728 1769
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £60,500 £62,300 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend in Scotland

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

Data Architecture Jobs Demand Trend in Scotland

Data Architecture
Salary Trend in Scotland

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

Data Architecture Salary Trend in Scotland

Data Architecture
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Scotland region over the 3 months to 22 January 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +11 6 £71,500 +19.16%
Glasgow +24 4 £80,000 +40.35%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 22 January 2017, IT 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 job ads across the Scotland region with a requirement for Data Architecture.

1 21 (60.00%) Data Modelling
1 21 (60.00%) Finance
2 18 (51.43%) Data Warehouse
3 17 (48.57%) Data Management
4 15 (42.86%) Data Integration
5 11 (31.43%) OLAP
5 11 (31.43%) Information Architecture
5 11 (31.43%) Big Data
6 10 (28.57%) Metadata Management
6 10 (28.57%) Logical Data Model
7 9 (25.71%) Data Governance
7 9 (25.71%) Hadoop
7 9 (25.71%) Banking
8 8 (22.86%) Data Quality
8 8 (22.86%) Physical Data Model
9 7 (20.00%) Data Lineage
9 7 (20.00%) Analytics
9 7 (20.00%) NoSQL
9 7 (20.00%) Business Intelligence
9 7 (20.00%) IBM
10 6 (17.14%) OLTP
10 6 (17.14%) ERwin
10 6 (17.14%) UML
10 6 (17.14%) ETL
10 6 (17.14%) Retail
10 6 (17.14%) Basel II
10 6 (17.14%) MagicDraw
10 6 (17.14%) Ontologies
10 6 (17.14%) MiFID
10 6 (17.14%) Open Source

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:

Applications
1 1 (2.86%) MS Visio
Database & Business Intelligence
1 18 (51.43%) Data Warehouse
2 11 (31.43%) Big Data
2 11 (31.43%) OLAP
3 9 (25.71%) Hadoop
4 7 (20.00%) NoSQL
5 6 (17.14%) Data Lake
5 6 (17.14%) OLTP
6 5 (14.29%) RDBMS
6 5 (14.29%) Relational Database
7 4 (11.43%) Apache Hive
7 4 (11.43%) HBase
7 4 (11.43%) Oracle OLAP
7 4 (11.43%) Star Schema
8 1 (2.86%) Oracle BI EE
8 1 (2.86%) SQL Server
8 1 (2.86%) SQL Server 2005
8 1 (2.86%) SQL Server Integration Services
8 1 (2.86%) SQL Server Reporting Services
Development Applications
1 6 (17.14%) ERwin
1 6 (17.14%) MagicDraw
General
1 21 (60.00%) Finance
2 9 (25.71%) Banking
3 6 (17.14%) Retail
4 4 (11.43%) Back Office
4 4 (11.43%) Games
4 4 (11.43%) General Ledger
4 4 (11.43%) Telecoms
5 2 (5.71%) Retail Banking
Job Titles
1 28 (80.00%) Architect
2 12 (34.29%) Data Architect
3 10 (28.57%) Senior Architect
4 8 (22.86%) Information Architect
4 8 (22.86%) Solutions Architect
5 7 (20.00%) Senior Data Architect
6 3 (8.57%) Head of Data Management
6 3 (8.57%) Senior Information Architect
7 2 (5.71%) Designer
7 2 (5.71%) Hadoop Architect
8 1 (2.86%) Analyst
8 1 (2.86%) Business Intelligence Analyst
8 1 (2.86%) Data Manager
8 1 (2.86%) Data Modeller
8 1 (2.86%) Lead Architect
8 1 (2.86%) Lead Data Architect
8 1 (2.86%) Senior Data Modeller
8 1 (2.86%) Strategy Manager
Libraries, Frameworks & Software Standards
1 5 (14.29%) XML
2 4 (11.43%) REST
2 4 (11.43%) XML Schema
3 1 (2.86%) MDX
Miscellaneous
1 15 (42.86%) Data Integration
2 6 (17.14%) Ontologies
3 5 (14.29%) Analytical Skills
3 5 (14.29%) Reference Data
4 4 (11.43%) Taxonomies
5 3 (8.57%) Management Information System
6 2 (5.71%) Data Structures
6 2 (5.71%) Visualisation
Processes & Methodologies
1 21 (60.00%) Data Modelling
2 17 (48.57%) Data Management
3 11 (31.43%) Information Architecture
4 10 (28.57%) Logical Data Model
4 10 (28.57%) Metadata Management
5 9 (25.71%) Data Governance
6 8 (22.86%) Physical Data Model
7 7 (20.00%) Analytics
7 7 (20.00%) Business Intelligence
7 7 (20.00%) Data Lineage
8 6 (17.14%) ETL
8 6 (17.14%) Open Source
8 6 (17.14%) UML
9 5 (14.29%) Agile Software Development
9 5 (14.29%) Data Mapping
9 5 (14.29%) Enterprise Architecture
9 5 (14.29%) Machine Learning
9 5 (14.29%) Migration
9 5 (14.29%) Predictive Analytics
9 5 (14.29%) TOGAF
Programming Languages
1 4 (11.43%) Perl
1 4 (11.43%) Shell Script
2 3 (8.57%) SQL
Qualifications
1 4 (11.43%) Degree
2 1 (2.86%) ITIL Certification
Quality Assurance & Compliance
1 8 (22.86%) Data Quality
2 6 (17.14%) Basel II
2 6 (17.14%) MiFID
3 5 (14.29%) ISO20022
4 2 (5.71%) PCI DSS
Vendors
1 7 (20.00%) IBM
2 4 (11.43%) Informatica
2 4 (11.43%) Oracle
3 3 (8.57%) SAP
4 2 (5.71%) Cognos
5 1 (2.86%) Microsoft