The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Architecture
Scotland / Edinburgh
Rank 84 91 100
Rank change year-on-year
+7 +9
Permanent jobs citing Data Architecture 7 7 4
As % of all permanent IT jobs located in Edinburgh 0.65% 0.56% 0.29%
As % of the Processes & Methodologies category 0.71% 0.61% 0.33%
Number of salaries quoted 7 7 2
Median salary £71,500 £60,000 £43,750
Median salary % change year-on-year
+19.16% +37.14%
UK excluding London median salary £60,000 £62,500 £55,000
% change year-on-year
-4.00% +13.63%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
991 1139 1197
As % of all permanent IT jobs located in Edinburgh 91.51% 91.49% 87.89%
Number of salaries quoted 628 770 790
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £33,000 £32,500
10% offered a salary of more than £67,500 £61,500 £64,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh 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 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 across the Edinburgh region.

Data Architecture Salary Trend in Edinburgh

Data Architecture
Top 30 Related IT Skills in Edinburgh

For the 6 months to 23 January 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 13 (72.22%) Finance
2 12 (66.67%) Data Modelling
3 10 (55.56%) Data Warehouse
3 10 (55.56%) Data Management
3 10 (55.56%) Hadoop
3 10 (55.56%) Big Data
4 8 (44.44%) Data Governance
5 7 (38.89%) Open Source
6 6 (33.33%) NoSQL
6 6 (33.33%) Data Mapping
6 6 (33.33%) Data Integration
6 6 (33.33%) Analytics
6 6 (33.33%) Metadata Management
6 6 (33.33%) Relational Database
6 6 (33.33%) Logical Data Model
6 6 (33.33%) Machine Learning
6 6 (33.33%) Retail
6 6 (33.33%) Predictive Analytics
6 6 (33.33%) ETL
6 6 (33.33%) Business Intelligence
6 6 (33.33%) RDBMS
7 5 (27.78%) Agile Software Development
7 5 (27.78%) Banking
8 4 (22.22%) Stakeholder Management
8 4 (22.22%) Games
8 4 (22.22%) Scrum
8 4 (22.22%) Oracle OLAP
8 4 (22.22%) Software Engineering
8 4 (22.22%) Perl
8 4 (22.22%) Oracle

Data Architecture
Top Related 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:

Applications
1 1 (5.56%) MS Visio
Database & Business Intelligence
1 10 (55.56%) Big Data
1 10 (55.56%) Data Warehouse
1 10 (55.56%) Hadoop
2 6 (33.33%) NoSQL
2 6 (33.33%) RDBMS
2 6 (33.33%) Relational Database
3 4 (22.22%) Apache Hive
3 4 (22.22%) HBase
3 4 (22.22%) OLAP
3 4 (22.22%) Oracle OLAP
Development Applications
1 1 (5.56%) ERwin
General
1 13 (72.22%) Finance
2 6 (33.33%) Retail
3 5 (27.78%) Banking
4 4 (22.22%) Games
4 4 (22.22%) Telecoms
5 2 (11.11%) Retail Banking
Job Titles
1 14 (77.78%) Architect
2 12 (66.67%) Data Architect
3 7 (38.89%) Senior Architect
3 7 (38.89%) Senior Data Architect
4 3 (16.67%) Head of Data Management
5 2 (11.11%) Hadoop Architect
5 2 (11.11%) Solutions Architect
6 1 (5.56%) Data Manager
6 1 (5.56%) Lead Architect
6 1 (5.56%) Lead Data Architect
6 1 (5.56%) Strategy Manager
Libraries, Frameworks & Software Standards
1 4 (22.22%) REST
Miscellaneous
1 6 (33.33%) Data Integration
Processes & Methodologies
1 12 (66.67%) Data Modelling
2 10 (55.56%) Data Management
3 8 (44.44%) Data Governance
4 7 (38.89%) Open Source
5 6 (33.33%) Analytics
5 6 (33.33%) Business Intelligence
5 6 (33.33%) Data Mapping
5 6 (33.33%) ETL
5 6 (33.33%) Logical Data Model
5 6 (33.33%) Machine Learning
5 6 (33.33%) Metadata Management
5 6 (33.33%) Predictive Analytics
6 5 (27.78%) Agile Software Development
7 4 (22.22%) Kanban
7 4 (22.22%) Physical Data Model
7 4 (22.22%) Scrum
7 4 (22.22%) Software Engineering
7 4 (22.22%) Stakeholder Management
8 3 (16.67%) Coaching
8 3 (16.67%) Mentoring
Programming Languages
1 4 (22.22%) Perl
1 4 (22.22%) Shell Script
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
Vendors
1 4 (22.22%) Informatica
1 4 (22.22%) Oracle
2 3 (16.67%) SAP
3 1 (5.56%) IBM