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 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Architecture
Scotland / Glasgow
Rank 83 101 89
Rank change year-on-year +18 -12  
Permanent jobs citing Data Architecture 4 7 7
As % of all permanent IT jobs advertised in Glasgow 0.44% 0.54% 0.62%
As % of the Processes & Methodologies category 0.48% 0.59% 0.68%
Number of salaries quoted 3 2 7
Median salary £60,000 £85,000 £65,000
Median salary % change year-on-year -29.41% +30.76%  
90% offered a salary of more than £58,000 £65,000 £44,000
10% offered a salary of more than £76,000 £105,000 £75,000
UK excluding London median salary £55,000 £57,500 £60,000
% change year-on-year -4.34% -4.16%  

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

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 835 1194 1033
As % of all permanent IT job vacancies advertised in Glasgow 91.46% 92.06% 91.42%
Number of salaries quoted 491 735 685
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Architecture
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Architecture as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 March 2017.

Salary histogram for Data Architecture in Glasgow

Data Architecture
Top 30 Related IT Skills in Glasgow

For the 6 months to 23 March 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 10 (90.91%) Data Modelling
2 9 (81.82%) Data Warehouse
3 7 (63.64%) Data Management
3 7 (63.64%) Data Integration
3 7 (63.64%) Information Architecture
3 7 (63.64%) Data Lineage
4 6 (54.55%) Data Lake
4 6 (54.55%) Data Quality
4 6 (54.55%) Ontologies
4 6 (54.55%) MagicDraw
4 6 (54.55%) OLTP
4 6 (54.55%) OLAP
4 6 (54.55%) UML
5 5 (45.45%) XML
5 5 (45.45%) IBM
5 5 (45.45%) ERwin
5 5 (45.45%) Migration
5 5 (45.45%) Metadata Management
5 5 (45.45%) Analytical Skills
5 5 (45.45%) Logical Data Model
5 5 (45.45%) Physical Data Model
5 5 (45.45%) ISO20022
6 4 (36.36%) Reference Data Management
6 4 (36.36%) Conceptual Models
6 4 (36.36%) Degree
6 4 (36.36%) Data Migration
6 4 (36.36%) Cash Management
6 4 (36.36%) Reference Data
6 4 (36.36%) Back Office
6 4 (36.36%) Finance

Data Architecture
Top Related 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:

Database & Business Intelligence
1 9 (81.82%) Data Warehouse
2 6 (54.55%) Data Lake
2 6 (54.55%) OLAP
2 6 (54.55%) OLTP
3 4 (36.36%) Star Schema
4 3 (27.27%) Big Data
4 3 (27.27%) NoSQL
5 1 (9.09%) RDBMS
5 1 (9.09%) Relational Database
Development Applications
1 6 (54.55%) MagicDraw
2 5 (45.45%) ERwin
General
1 4 (36.36%) Back Office
1 4 (36.36%) Banking
1 4 (36.36%) Finance
1 4 (36.36%) General Ledger
Job Titles
1 8 (72.73%) Architect
2 6 (54.55%) Information Architect
3 3 (27.27%) Designer
4 2 (18.18%) Data Architect
4 2 (18.18%) Senior Architect
5 1 (9.09%) Data Modeller
5 1 (9.09%) Digital Designer
5 1 (9.09%) Infrastructure Architect
5 1 (9.09%) Senior Data Architect
5 1 (9.09%) Senior Data Modeller
5 1 (9.09%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 5 (45.45%) XML
2 4 (36.36%) XML Schema
3 1 (9.09%) J2EE
3 1 (9.09%) Spring
Miscellaneous
1 5 (45.45%) Analytical Skills
2 4 (36.36%) Reference Data
2 4 (36.36%) Taxonomies
3 3 (27.27%) Management Information System
4 2 (18.18%) Data Structures
Processes & Methodologies
1 10 (90.91%) Data Modelling
2 7 (63.64%) Data Integration
2 7 (63.64%) Data Lineage
2 7 (63.64%) Data Management
2 7 (63.64%) Information Architecture
3 6 (54.55%) Ontologies
3 6 (54.55%) UML
4 5 (45.45%) Logical Data Model
4 5 (45.45%) Metadata Management
4 5 (45.45%) Migration
4 5 (45.45%) Physical Data Model
5 4 (36.36%) Cash Management
5 4 (36.36%) Conceptual Models
5 4 (36.36%) Data Migration
5 4 (36.36%) Reference Data Management
6 3 (27.27%) ArchiMate
6 3 (27.27%) Enterprise Architecture
6 3 (27.27%) Line Management
6 3 (27.27%) SOA
6 3 (27.27%) TOGAF
Qualifications
1 4 (36.36%) Degree
Quality Assurance & Compliance
1 6 (54.55%) Data Quality
2 5 (45.45%) ISO20022
Vendors
1 5 (45.45%) IBM