Period
to 20 November 2018

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 20 November 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
Scotland > Glasgow
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 125 130 120
Rank change year-on-year +5 -10 +32
Permanent jobs citing Data Architecture 29 15 16
As % of all permanent IT jobs advertised in Glasgow 1.36% 0.65% 0.75%
As % of the Processes & Methodologies category 1.45% 0.70% 0.80%
Number of salaries quoted 24 11 2
Glasgow median annual salary £49,250 £57,500 £55,000
Median salary % change year-on-year -14.35% +4.55% -26.67%
Scotland median annual salary £51,000 £57,500 £55,000
% change year-on-year -11.30% +4.55% -24.14%

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 1,999 2,131 2,002
As % of all permanent IT jobs advertised in Glasgow 94.03% 92.33% 93.64%
Number of salaries quoted 1,441 1,374 1,091
Glasgow median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% -
10th Percentile £31,250 £31,413 £28,750
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £44,500 £43,500
% change year-on-year +1.12% +2.30% +2.35%

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 20 November 2018.

Salary histogram for Data Architecture in Glasgow

For the 6 months to 20 November 2018, IT jobs citing Data Architecture also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Data Architecture.

1 23 (79.31%) SQL
2 19 (65.52%) Data Warehouse
2 19 (65.52%) Agile Software Development
3 15 (51.72%) Enterprise Architecture
3 15 (51.72%) Waterfall
4 14 (48.28%) Master Data Management
5 13 (44.83%) SDLC
5 13 (44.83%) Data Analysis
5 13 (44.83%) Microsoft Excel
6 12 (41.38%) Data Modelling
6 12 (41.38%) Mentoring
7 10 (34.48%) Windows
7 10 (34.48%) Scrum
7 10 (34.48%) QA
7 10 (34.48%) Degree
8 8 (27.59%) SQL Server
8 8 (27.59%) Data Quality
8 8 (27.59%) SQL Server 2012
9 6 (20.69%) Code Optimisation
10 4 (13.79%) Data Structures
10 4 (13.79%) Technical Architecture
10 4 (13.79%) Matrix Management
10 4 (13.79%) Capacity Management
10 4 (13.79%) Data Protection
10 4 (13.79%) Risk Management
10 4 (13.79%) Finance
10 4 (13.79%) Banking
11 3 (10.34%) Validation
11 3 (10.34%) Microsoft Office
11 3 (10.34%) Python

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 13 (44.83%) Microsoft Excel
2 3 (10.34%) Microsoft Office
2 3 (10.34%) Microsoft PowerPoint
Database & Business Intelligence
1 19 (65.52%) Data Warehouse
2 8 (27.59%) SQL Server
2 8 (27.59%) SQL Server 2012
3 1 (3.45%) Big Data
3 1 (3.45%) MySQL
3 1 (3.45%) Power BI
3 1 (3.45%) QlikView
Development Applications
1 3 (10.34%) JIRA
General
1 4 (13.79%) Banking
1 4 (13.79%) Finance
2 3 (10.34%) Corporate Banking
3 1 (3.45%) Investment Banking
3 1 (3.45%) Law
Job Titles
1 15 (51.72%) Architect
1 15 (51.72%) Data Architect
2 10 (34.48%) Solutions Architect
3 9 (31.03%) Developer
4 8 (27.59%) SQL Developer
5 3 (10.34%) Analyst
5 3 (10.34%) Data Analyst
6 1 (3.45%) Data Manager
6 1 (3.45%) Data Quality Manager
6 1 (3.45%) Junior
6 1 (3.45%) Junior Analyst
6 1 (3.45%) Junior Data Analyst
6 1 (3.45%) Lead Developer
6 1 (3.45%) Quality Manager
Libraries, Frameworks & Software Standards
1 1 (3.45%) .NET
1 1 (3.45%) ASP.NET
1 1 (3.45%) ASP.NET MVC
1 1 (3.45%) RESTful
Miscellaneous
1 4 (13.79%) Data Structures
2 3 (10.34%) Analytical Skills
3 1 (3.45%) Greenfield Project
3 1 (3.45%) Management Information System
3 1 (3.45%) User Experience
Operating Systems
1 10 (34.48%) Windows
Processes & Methodologies
1 19 (65.52%) Agile Software Development
2 15 (51.72%) Enterprise Architecture
2 15 (51.72%) Waterfall
3 14 (48.28%) Master Data Management
4 13 (44.83%) Data Analysis
4 13 (44.83%) SDLC
5 12 (41.38%) Data Modelling
5 12 (41.38%) Mentoring
6 10 (34.48%) Scrum
7 6 (20.69%) Code Optimisation
8 4 (13.79%) Capacity Management
8 4 (13.79%) Data Protection
8 4 (13.79%) Matrix Management
8 4 (13.79%) Risk Management
8 4 (13.79%) Technical Architecture
9 3 (10.34%) Data Cleansing
9 3 (10.34%) Data Enrichment
9 3 (10.34%) Data Strategy
9 3 (10.34%) Validation
10 2 (6.90%) Decision-Making
Programming Languages
1 23 (79.31%) SQL
2 3 (10.34%) Python
3 1 (3.45%) C#
3 1 (3.45%) JavaScript
3 1 (3.45%) T-SQL
Qualifications
1 10 (34.48%) Degree
Quality Assurance & Compliance
1 10 (34.48%) QA
2 8 (27.59%) Data Quality
Vendors
1 3 (10.34%) CA
1 3 (10.34%) CA Agile Central
1 3 (10.34%) Microsoft
2 1 (3.45%) Tableau