Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
Scotland > Glasgow
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 132 121 152
Rank change year-on-year -11 +31 -11
Permanent jobs citing Data Architecture 16 16 7
As % of all permanent IT jobs advertised in Glasgow 0.69% 0.74% 0.27%
As % of the Processes & Methodologies category 0.75% 0.80% 0.30%
Number of salaries quoted 12 2 7
Glasgow median annual salary £59,750 £55,000 £75,000
Median salary % change year-on-year +8.64% -26.67% +76.47%
10th Percentile £32,328 £55,000 £66,250
90th Percentile £74,500 £55,000 £76,000
Scotland median annual salary £57,500 £55,000 £72,500
% change year-on-year +4.55% -24.14% +70.59%

Data Architecture is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2127 2000 2344
As % of all permanent IT jobs advertised in Glasgow 91.88% 92.72% 91.14%
Number of salaries quoted 1368 1081 1494
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Data Architecture
Job Vacancy Trend in Glasgow

Job postings citing Data Architecture as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Architecture in Glasgow

Data Architecture
Salary Trend in Glasgow

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

Salary trend for Data Architecture in Glasgow

Data Architecture
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Architecture in Glasgow over the 6 months to 21 November 2017.

Salary histogram for Data Architecture in Glasgow

For the 6 months to 21 November 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 Glasgow region with a requirement for Data Architecture.

1 11 (68.75%) Data Modelling
2 8 (50.00%) Finance
3 7 (43.75%) Data Warehouse
3 7 (43.75%) SQL
4 5 (31.25%) XML
4 5 (31.25%) Degree
4 5 (31.25%) Data Governance
5 4 (25.00%) Information Architecture
5 4 (25.00%) Banking
5 4 (25.00%) Data Integration
5 4 (25.00%) Computer Science
5 4 (25.00%) Business Intelligence
5 4 (25.00%) Star Schema
5 4 (25.00%) Microsoft
5 4 (25.00%) Continuous Improvement
5 4 (25.00%) Relational Database
6 3 (18.75%) Data Analytics
6 3 (18.75%) Analytics
6 3 (18.75%) Line Management
6 3 (18.75%) Analytical Skills
6 3 (18.75%) Data Strategy
6 3 (18.75%) Snowflake Schema
6 3 (18.75%) Project Management
6 3 (18.75%) GIS
6 3 (18.75%) PL/SQL
6 3 (18.75%) Microsoft Office
6 3 (18.75%) Oracle
6 3 (18.75%) Data Management
7 2 (12.50%) Stakeholder Management
7 2 (12.50%) Scrum

Data Architecture
Co-occurring IT Skills in Glasgow 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 3 (18.75%) Microsoft Office
2 2 (12.50%) Microsoft Excel
2 2 (12.50%) Microsoft PowerPoint
2 2 (12.50%) Microsoft Project
2 2 (12.50%) MS Visio
Cloud Services
1 1 (6.25%) SaaS
Database & Business Intelligence
1 7 (43.75%) Data Warehouse
2 4 (25.00%) Relational Database
2 4 (25.00%) Star Schema
3 3 (18.75%) GIS
3 3 (18.75%) Snowflake Schema
4 1 (6.25%) Big Data
4 1 (6.25%) Data Mining
4 1 (6.25%) NoSQL
4 1 (6.25%) RDBMS
Development Applications
1 1 (6.25%) ERwin
1 1 (6.25%) MagicDraw
General
1 8 (50.00%) Finance
2 4 (25.00%) Banking
3 2 (12.50%) Publishing
3 2 (12.50%) Retail
Job Titles
1 9 (56.25%) Architect
2 7 (43.75%) Data Architect
3 2 (12.50%) Analyst
3 2 (12.50%) Senior Architect
3 2 (12.50%) SQL Analyst
4 1 (6.25%) Change Manager
4 1 (6.25%) Designer
4 1 (6.25%) Digital Architect
4 1 (6.25%) Digital Designer
4 1 (6.25%) Information Architect
4 1 (6.25%) IT Manager
4 1 (6.25%) QA Leader
4 1 (6.25%) Senior Designer
4 1 (6.25%) Senior Digital Architect
4 1 (6.25%) Senior Digital Designer
4 1 (6.25%) Senior Information Architect
4 1 (6.25%) Systems Analyst
4 1 (6.25%) Technical Leader
4 1 (6.25%) Vendor Manager
Libraries, Frameworks & Software Standards
1 5 (31.25%) XML
2 1 (6.25%) J2EE
2 1 (6.25%) Spring
2 1 (6.25%) XML Schema
Miscellaneous
1 4 (25.00%) Computer Science
2 3 (18.75%) Analytical Skills
3 2 (12.50%) Reference Data
4 1 (6.25%) Data Centre
4 1 (6.25%) Taxonomies
Processes & Methodologies
1 11 (68.75%) Data Modelling
2 5 (31.25%) Data Governance
3 4 (25.00%) Business Intelligence
3 4 (25.00%) Continuous Improvement
3 4 (25.00%) Data Integration
3 4 (25.00%) Information Architecture
4 3 (18.75%) Analytics
4 3 (18.75%) Data Analytics
4 3 (18.75%) Data Management
4 3 (18.75%) Data Strategy
4 3 (18.75%) Line Management
4 3 (18.75%) Project Management
5 2 (12.50%) Agile Software Development
5 2 (12.50%) Business Analysis
5 2 (12.50%) Contract Management
5 2 (12.50%) Reference Data Management
5 2 (12.50%) Scorecard
5 2 (12.50%) Scrum
5 2 (12.50%) SDLC
5 2 (12.50%) Stakeholder Management
Programming Languages
1 7 (43.75%) SQL
2 3 (18.75%) PL/SQL
Qualifications
1 5 (31.25%) Degree
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
1 2 (12.50%) QA
2 1 (6.25%) GDPR
2 1 (6.25%) SLA
Vendors
1 4 (25.00%) Microsoft
2 3 (18.75%) Oracle
3 1 (6.25%) Cognos