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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Architecture
Scotland / Edinburgh
Rank 78 89 103
Rank change year-on-year
+11 +14
Permanent jobs citing Data Architecture 12 4 2
As % of all permanent IT jobs located in Edinburgh 1.09% 0.32% 0.15%
As % of the Processes & Methodologies category 1.19% 0.35% 0.16%
Number of salaries quoted 11 4 1
Median salary £71,500 £63,250 £70,000
Median salary % change year-on-year
+13.04% -9.64%
UK excluding London median salary £58,500 £60,750 £61,000
% change year-on-year
-3.70% -0.40%

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
1012 1146 1217
As % of all permanent IT jobs located in Edinburgh 92.17% 91.31% 88.38%
Number of salaries quoted 677 773 743
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 £34,000 £32,500
10% offered a salary of more than £71,500 £60,000 £65,000
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 24 February 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 14 (93.33%) Data Management
2 12 (80.00%) Data Modelling
3 11 (73.33%) Finance
4 10 (66.67%) Hadoop
4 10 (66.67%) Business Intelligence
4 10 (66.67%) RDBMS
4 10 (66.67%) Machine Learning
4 10 (66.67%) Analytics
4 10 (66.67%) Relational Database
5 7 (46.67%) Open Source
6 6 (40.00%) Data Mapping
6 6 (40.00%) Data Integration
6 6 (40.00%) Predictive Analytics
6 6 (40.00%) Data Warehouse
6 6 (40.00%) Metadata Management
6 6 (40.00%) Big Data
6 6 (40.00%) NoSQL
7 5 (33.33%) IBM
7 5 (33.33%) ERwin
8 4 (26.67%) Oracle
8 4 (26.67%) SQL Server
8 4 (26.67%) Data Security
8 4 (26.67%) SOA
8 4 (26.67%) ETL
8 4 (26.67%) Teradata
8 4 (26.67%) Computer Science
8 4 (26.67%) Taxonomies
8 4 (26.67%) Ontologies
8 4 (26.67%) Degree
8 4 (26.67%) Validation

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 4 (26.67%) Apache Spark
1 4 (26.67%) Oracle SOA Suite
Applications
1 1 (6.67%) MS Visio
Database & Business Intelligence
1 10 (66.67%) Hadoop
1 10 (66.67%) RDBMS
1 10 (66.67%) Relational Database
2 6 (40.00%) Big Data
2 6 (40.00%) Data Warehouse
2 6 (40.00%) NoSQL
3 4 (26.67%) Apache Hive
3 4 (26.67%) HBase
3 4 (26.67%) SQL Server
Development Applications
1 5 (33.33%) ERwin
General
1 11 (73.33%) Finance
2 1 (6.67%) Banking
2 1 (6.67%) Retail
2 1 (6.67%) Retail Banking
Job Titles
1 12 (80.00%) Architect
1 12 (80.00%) Data Architect
2 11 (73.33%) Senior Architect
2 11 (73.33%) Senior Data Architect
3 3 (20.00%) Head of Data Management
4 1 (6.67%) Infrastructure Architect
Libraries, Frameworks & Software Standards
1 4 (26.67%) Kafka
Miscellaneous
1 4 (26.67%) Analytical Skills
1 4 (26.67%) Computer Science
1 4 (26.67%) Taxonomies
Processes & Methodologies
1 14 (93.33%) Data Management
2 12 (80.00%) Data Modelling
3 10 (66.67%) Analytics
3 10 (66.67%) Business Intelligence
3 10 (66.67%) Machine Learning
4 7 (46.67%) Open Source
5 6 (40.00%) Data Integration
5 6 (40.00%) Data Mapping
5 6 (40.00%) Metadata Management
5 6 (40.00%) Predictive Analytics
6 4 (26.67%) Data Security
6 4 (26.67%) Enterprise Architecture
6 4 (26.67%) ETL
6 4 (26.67%) Master Data Management
6 4 (26.67%) Ontologies
6 4 (26.67%) Service Design
6 4 (26.67%) SOA
6 4 (26.67%) Validation
7 3 (20.00%) Data Governance
7 3 (20.00%) Information Architecture
Qualifications
1 4 (26.67%) Degree
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
Vendors
1 5 (33.33%) IBM
2 4 (26.67%) Oracle
2 4 (26.67%) Teradata
3 3 (20.00%) SAP