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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 85 104 108
Rank change year-on-year
+19 +4
Permanent jobs citing Data Architecture 6 5 6
As % of all permanent IT jobs located in Edinburgh 0.56% 0.35% 0.40%
As % of the Processes & Methodologies category 0.61% 0.38% 0.44%
Number of salaries quoted 6 5 2
Median salary £72,500 £60,000 £43,750
Median salary % change year-on-year
+20.83% +37.14%
UK excluding London median salary £61,000 £61,375 £55,000
% change year-on-year
-0.61% +11.59%
Data Architecture
Scotland

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
976 1309 1355
As % of all permanent IT jobs located in Edinburgh 91.13% 90.53% 89.74%
Number of salaries quoted 627 813 922
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £34,000 £32,500 £30,000
10% offered a salary of more than £71,500 £60,000 £62,500
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 3 December 2016, 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 27 (77.14%) Finance
2 22 (62.86%) ETL
3 15 (42.86%) Data Modelling
3 15 (42.86%) Data Governance
4 14 (40.00%) Big Data
4 14 (40.00%) Banking
5 13 (37.14%) Retail
5 13 (37.14%) Data Warehouse
5 13 (37.14%) Hadoop
5 13 (37.14%) Logical Data Model
6 12 (34.29%) Oracle
6 12 (34.29%) Agile Software Development
7 11 (31.43%) Project Management
7 11 (31.43%) Scrum
7 11 (31.43%) Games
7 11 (31.43%) Information Management
7 11 (31.43%) Software Engineering
7 11 (31.43%) Telecoms
7 11 (31.43%) Informatica
7 11 (31.43%) Shell Script
7 11 (31.43%) OLAP
7 11 (31.43%) Perl
7 11 (31.43%) Investment Management
7 11 (31.43%) Kanban
7 11 (31.43%) Oracle OLAP
7 11 (31.43%) HBase
7 11 (31.43%) REST
7 11 (31.43%) Apache Hive
7 11 (31.43%) Physical Data Model
7 11 (31.43%) Disruptive Innovation

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:

Application Platforms
1 1 (2.86%) SAS
Applications
1 1 (2.86%) MS Visio
Business Applications
1 1 (2.86%) Oracle ERP
Database & Business Intelligence
1 14 (40.00%) Big Data
2 13 (37.14%) Data Warehouse
2 13 (37.14%) Hadoop
3 11 (31.43%) Apache Hive
3 11 (31.43%) HBase
3 11 (31.43%) OLAP
3 11 (31.43%) Oracle OLAP
4 2 (5.71%) NoSQL
4 2 (5.71%) RDBMS
4 2 (5.71%) Relational Database
5 1 (2.86%) QlikView
Development Applications
1 1 (2.86%) ERwin
General
1 27 (77.14%) Finance
2 14 (40.00%) Banking
3 13 (37.14%) Retail
4 11 (31.43%) Games
4 11 (31.43%) Telecoms
5 2 (5.71%) Retail Banking
6 1 (2.86%) Marketing
Job Titles
1 30 (85.71%) Architect
2 18 (51.43%) Data Architect
3 12 (34.29%) Solutions Architect
4 4 (11.43%) Hadoop Architect
5 3 (8.57%) Head of Data Management
5 3 (8.57%) Senior Architect
5 3 (8.57%) Senior Data Architect
6 1 (2.86%) Analytics Consultant
6 1 (2.86%) Consultant
6 1 (2.86%) Customer Analytics Consultant
6 1 (2.86%) Data Manager
6 1 (2.86%) Digital Analytics Consultant
6 1 (2.86%) Lead Architect
6 1 (2.86%) Lead Data Architect
6 1 (2.86%) Oracle Architect
6 1 (2.86%) Oracle Solutions Architect
6 1 (2.86%) Senior Consultant
6 1 (2.86%) Strategy Manager
Libraries, Frameworks & Software Standards
1 11 (31.43%) REST
Miscellaneous
1 2 (5.71%) Data Integration
2 1 (2.86%) Visualisation
Processes & Methodologies
1 22 (62.86%) ETL
2 15 (42.86%) Data Governance
2 15 (42.86%) Data Modelling
3 13 (37.14%) Logical Data Model
4 12 (34.29%) Agile Software Development
5 11 (31.43%) Disruptive Innovation
5 11 (31.43%) Information Management
5 11 (31.43%) Investment Management
5 11 (31.43%) Kanban
5 11 (31.43%) Physical Data Model
5 11 (31.43%) Project Management
5 11 (31.43%) Scrum
5 11 (31.43%) Software Engineering
6 7 (20.00%) Data Management
7 6 (17.14%) Analytics
8 5 (14.29%) Stakeholder Management
9 3 (8.57%) Data Analytics
9 3 (8.57%) Information Architecture
9 3 (8.57%) Open Source
9 3 (8.57%) SAP Implementation
Programming Languages
1 11 (31.43%) Perl
1 11 (31.43%) Shell Script
Qualifications
1 3 (8.57%) Degree
Quality Assurance & Compliance
1 1 (2.86%) Data Quality
Vendors
1 12 (34.29%) Oracle
2 11 (31.43%) Informatica
3 3 (8.57%) SAP
4 1 (2.86%) IBM
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 18 days ago