Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
Scotland > Edinburgh
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 152 108 147
Rank change year-on-year -44 +39 +9
Permanent jobs citing Data Architecture 1 35 12
As % of all permanent IT jobs advertised in Edinburgh 0.037% 1.52% 0.39%
As % of the Processes & Methodologies category 0.041% 1.65% 0.43%
Number of salaries quoted 0 17 9
Edinburgh median annual salary - £55,000 £55,000
Scotland median annual salary £57,500 £55,000 £69,500
% change year-on-year +4.55% -20.86% +63.53%

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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2442 2126 2803
As % of all permanent IT jobs advertised in Edinburgh 91.12% 92.43% 91.66%
Number of salaries quoted 1470 1380 1770
Edinburgh median annual salary £42,500 £45,000 £43,000
Median salary % change year-on-year -5.56% +4.65% +2.38%
10th Percentile £27,000 £29,715 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +2.41%

Data Architecture
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Architecture in Edinburgh

Data Architecture
Salary Trend in Edinburgh

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

Salary trend for Data Architecture in Edinburgh

For the 6 months to 19 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 Edinburgh region with a requirement for Data Architecture.

1 1 (100.00%) SQL
1 1 (100.00%) SQL Server
1 1 (100.00%) Data Warehouse
1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Microsoft
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) Microsoft Azure
1 1 (100.00%) Tableau
1 1 (100.00%) Data Governance
1 1 (100.00%) Power BI
1 1 (100.00%) GDPR
1 1 (100.00%) Greenfield Project
1 1 (100.00%) Data Strategy
1 1 (100.00%) Azure SQL Data Warehouse

Data Architecture
Co-occurring IT Skills in Edinburgh 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:

Cloud Services
1 1 (100.00%) Microsoft Azure
Database & Business Intelligence
1 1 (100.00%) Azure SQL Data Warehouse
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Power BI
1 1 (100.00%) SQL Server
1 1 (100.00%) SQL Server Integration Services
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Data Architect
1 1 (100.00%) Microsoft Solutions Architect
Miscellaneous
1 1 (100.00%) Greenfield Project
Processes & Methodologies
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Strategy
1 1 (100.00%) ETL
Programming Languages
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) GDPR
Vendors
1 1 (100.00%) Microsoft
1 1 (100.00%) Tableau