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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Architecture
Rank 113 161 168
Rank change year-on-year
+48 +7
Permanent jobs citing Data Architecture 32 16 12
As % of all permanent IT jobs located in Scotland 1.27% 0.48% 0.34%
As % of the Processes & Methodologies category 1.41% 0.53% 0.39%
Number of salaries quoted 15 12 9
Median salary £55,000 £75,000 £42,500
Median salary % change year-on-year
-26.66% +76.47%
UK excluding London median salary £57,500 £57,500 £60,000
% change year-on-year
- -4.16%
Data Architecture
UK

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
2266 3023 3072
As % of all permanent IT jobs located in Scotland 90.03% 90.54% 86.07%
Number of salaries quoted 1401 1901 1973
Median salary £45,000 £45,000 £42,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £30,563 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £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
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Architecture across the Scotland region over the 3 months to 28 September 2016.

Data Architecture Salary Histogram 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 28 September 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +31 20 £55,000 -13.38% 5
Glasgow +19 10 £55,000 -26.66% 1
Aberdeen - 1 £47,500 -
Inverclyde - 1 - -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 28 September 2016, 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 38 (74.51%) Finance
2 26 (50.98%) ETL
3 18 (35.29%) Data Governance
4 17 (33.33%) Big Data
4 17 (33.33%) Data Modelling
5 16 (31.37%) Data Warehouse
5 16 (31.37%) Banking
6 14 (27.45%) Retail
6 14 (27.45%) Agile Software Development
6 14 (27.45%) Scrum
6 14 (27.45%) Oracle
6 14 (27.45%) Logical Data Model
7 13 (25.49%) Physical Data Model
7 13 (25.49%) Disruptive Innovation
7 13 (25.49%) Investment Management
7 13 (25.49%) Kanban
7 13 (25.49%) Hadoop
7 13 (25.49%) Apache Hive
7 13 (25.49%) OLAP
7 13 (25.49%) Informatica
7 13 (25.49%) Project Management
7 13 (25.49%) Information Management
8 12 (23.53%) Software Engineering
8 12 (23.53%) Games
8 12 (23.53%) Telecoms
8 12 (23.53%) Shell Script
8 12 (23.53%) Perl
8 12 (23.53%) REST
8 12 (23.53%) Oracle OLAP
8 12 (23.53%) HBase

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 2 (3.92%) SAS
Business Applications
1 1 (1.96%) Oracle ERP
Cloud Services
1 1 (1.96%) SaaS
Database & Business Intelligence
1 17 (33.33%) Big Data
2 16 (31.37%) Data Warehouse
3 13 (25.49%) Apache Hive
3 13 (25.49%) Hadoop
3 13 (25.49%) OLAP
4 12 (23.53%) HBase
4 12 (23.53%) Oracle OLAP
5 3 (5.88%) NoSQL
6 2 (3.92%) QlikView
7 1 (1.96%) Oracle BI EE
7 1 (1.96%) SQL Server
7 1 (1.96%) SQL Server 2005
7 1 (1.96%) SQL Server Integration Services
7 1 (1.96%) SQL Server Reporting Services
Development Applications
1 1 (1.96%) JIRA
General
1 38 (74.51%) Finance
2 16 (31.37%) Banking
3 14 (27.45%) Retail
4 12 (23.53%) Games
4 12 (23.53%) Telecoms
5 2 (3.92%) Marketing
6 1 (1.96%) Private Banking
6 1 (1.96%) Retail Banking
Job Titles
1 41 (80.39%) Architect
2 21 (41.18%) Solutions Architect
3 17 (33.33%) Data Architect
4 5 (9.80%) Hadoop Architect
5 3 (5.88%) Information Architect
6 2 (3.92%) Analytics Consultant
6 2 (3.92%) Consultant
6 2 (3.92%) Customer Analytics Consultant
6 2 (3.92%) Data Manager
6 2 (3.92%) Designer
6 2 (3.92%) Digital Analytics Consultant
6 2 (3.92%) Head of Data Management
6 2 (3.92%) Senior Architect
6 2 (3.92%) Senior Consultant
6 2 (3.92%) Senior Information Architect
7 1 (1.96%) Business Intelligence Architect
7 1 (1.96%) ETL Architect
7 1 (1.96%) Java Architect
7 1 (1.96%) Lead Architect
7 1 (1.96%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 12 (23.53%) REST
2 1 (1.96%) MDX
Miscellaneous
1 5 (9.80%) Data Integration
2 4 (7.84%) Management Information System
2 4 (7.84%) Visualisation
3 2 (3.92%) Data Structures
3 2 (3.92%) Ontologies
4 1 (1.96%) Data Centre
4 1 (1.96%) PMI
4 1 (1.96%) Reference Data
Processes & Methodologies
1 26 (50.98%) ETL
2 18 (35.29%) Data Governance
3 17 (33.33%) Data Modelling
4 14 (27.45%) Agile Software Development
4 14 (27.45%) Logical Data Model
4 14 (27.45%) Scrum
5 13 (25.49%) Disruptive Innovation
5 13 (25.49%) Information Management
5 13 (25.49%) Investment Management
5 13 (25.49%) Kanban
5 13 (25.49%) Physical Data Model
5 13 (25.49%) Project Management
6 12 (23.53%) Software Engineering
7 9 (17.65%) Data Management
8 7 (13.73%) Analytics
9 6 (11.76%) Enterprise Architecture
9 6 (11.76%) Stakeholder Management
9 6 (11.76%) TOGAF
10 5 (9.80%) Data Analytics
11 4 (7.84%) Information Architecture
Programming Languages
1 12 (23.53%) Perl
1 12 (23.53%) Shell Script
2 4 (7.84%) SQL
3 1 (1.96%) Java
3 1 (1.96%) PL/SQL
Qualifications
1 3 (5.88%) Degree
2 1 (1.96%) CCA
2 1 (1.96%) ITIL Certification
2 1 (1.96%) PMI Certification
Quality Assurance & Compliance
1 6 (11.76%) Basel II
1 6 (11.76%) MiFID
2 4 (7.84%) Data Quality
3 3 (5.88%) PCI DSS
Vendors
1 14 (27.45%) Oracle
2 13 (25.49%) Informatica
3 3 (5.88%) Cognos
4 2 (3.92%) Microsoft
4 2 (3.92%) SAP
5 1 (1.96%) Ab Initio
5 1 (1.96%) IBM
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