The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Architecture
Rank 132 138 157
Rank change year-on-year
+6 +19
Permanent jobs citing Data Architecture 26 24 21
As % of all permanent IT jobs located in Scotland 0.91% 0.75% 0.57%
As % of the Processes & Methodologies category 1.00% 0.83% 0.66%
Number of salaries quoted 9 17 14
Median salary £55,000 £72,500 £42,500
Median salary % change year-on-year
-24.13% +70.58%
UK excluding London median salary £57,500 £60,000 £57,500
% change year-on-year
-4.16% +4.34%
Data Architecture
UK

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2592 2881 3170
As % of all permanent IT jobs located in Scotland 90.41% 90.34% 86.40%
Number of salaries quoted 1458 1836 2140
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £62,500 £60,000 £62,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Architecture
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland 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 Scotland

Data Architecture
Salary Trend in Scotland

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

Data Architecture Salary Trend in Scotland

Data Architecture
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Scotland region over the 3 months to 25 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +24 25 £55,000 -24.13% 3
Inverclyde -4 1 - -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 25 July 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 Scotland region with a requirement for Data Architecture.

1 34 (79.07%) Finance
2 23 (53.49%) ETL
3 18 (41.86%) Banking
4 17 (39.53%) Data Governance
5 16 (37.21%) Data Modelling
6 14 (32.56%) Project Management
6 14 (32.56%) Agile Software Development
6 14 (32.56%) Scrum
7 13 (30.23%) Retail
7 13 (30.23%) Information Management
7 13 (30.23%) Investment Management
7 13 (30.23%) Logical Data Model
7 13 (30.23%) Physical Data Model
7 13 (30.23%) Disruptive Innovation
8 12 (27.91%) Big Data
8 12 (27.91%) Oracle
9 10 (23.26%) Hadoop
10 9 (20.93%) Kanban
10 9 (20.93%) Apache Hive
10 9 (20.93%) Data Warehouse
10 9 (20.93%) Informatica
11 8 (18.60%) Shell Script
11 8 (18.60%) OLAP
11 8 (18.60%) Perl
11 8 (18.60%) Telecoms
11 8 (18.60%) Games
11 8 (18.60%) Software Engineering
11 8 (18.60%) Oracle OLAP
11 8 (18.60%) REST
11 8 (18.60%) HBase

Data Architecture
Top Related IT Skills in Scotland 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 2 (4.65%) SAS
2 1 (2.33%) Apache Spark
Applications
1 2 (4.65%) MS Excel
1 2 (4.65%) MS Office
Business Applications
1 1 (2.33%) Oracle ERP
Cloud Services
1 2 (4.65%) SaaS
Database & Business Intelligence
1 12 (27.91%) Big Data
2 10 (23.26%) Hadoop
3 9 (20.93%) Apache Hive
3 9 (20.93%) Data Warehouse
4 8 (18.60%) HBase
4 8 (18.60%) OLAP
4 8 (18.60%) Oracle OLAP
5 2 (4.65%) QlikView
6 1 (2.33%) BusinessObjects
6 1 (2.33%) NoSQL
Development Applications
1 5 (11.63%) JIRA
General
1 34 (79.07%) Finance
2 18 (41.86%) Banking
3 13 (30.23%) Retail
4 8 (18.60%) Games
4 8 (18.60%) Telecoms
5 5 (11.63%) Private Banking
6 2 (4.65%) Marketing
Job Titles
1 32 (74.42%) Architect
2 18 (41.86%) Solutions Architect
3 13 (30.23%) Data Architect
4 5 (11.63%) Build Manager
4 5 (11.63%) Data Manager
4 5 (11.63%) Data Quality Manager
4 5 (11.63%) Product Manager
4 5 (11.63%) Product Owner
4 5 (11.63%) Quality Manager
5 3 (6.98%) Consultant
5 3 (6.98%) Hadoop Architect
6 2 (4.65%) Analytics Consultant
6 2 (4.65%) Chief Information Officer
6 2 (4.65%) CIO
6 2 (4.65%) Customer Analytics Consultant
6 2 (4.65%) Digital Analytics Consultant
6 2 (4.65%) Senior Consultant
7 1 (2.33%) Big Data Consultant
7 1 (2.33%) Business Intelligence Architect
7 1 (2.33%) Oracle Architect
Libraries, Frameworks & Software Standards
1 8 (18.60%) REST
Miscellaneous
1 7 (16.28%) Management Information System
2 3 (6.98%) PMI
3 2 (4.65%) Data Centre
3 2 (4.65%) Visualisation
4 1 (2.33%) Data Integration
4 1 (2.33%) Data Structures
Processes & Methodologies
1 23 (53.49%) ETL
2 17 (39.53%) Data Governance
3 16 (37.21%) Data Modelling
4 14 (32.56%) Agile Software Development
4 14 (32.56%) Project Management
4 14 (32.56%) Scrum
5 13 (30.23%) Disruptive Innovation
5 13 (30.23%) Information Management
5 13 (30.23%) Investment Management
5 13 (30.23%) Logical Data Model
5 13 (30.23%) Physical Data Model
6 9 (20.93%) Kanban
7 8 (18.60%) Software Engineering
8 7 (16.28%) Data Management
9 5 (11.63%) Asset Management
9 5 (11.63%) Automated Testing
9 5 (11.63%) Data Validation
9 5 (11.63%) User Acceptance Testing
9 5 (11.63%) Validation
9 5 (11.63%) Wealth Management
Programming Languages
1 8 (18.60%) Perl
1 8 (18.60%) Shell Script
2 3 (6.98%) SQL
3 1 (2.33%) Java
3 1 (2.33%) PL/SQL
Qualifications
1 5 (11.63%) CCA
2 3 (6.98%) Degree
2 3 (6.98%) PMI Certification
Quality Assurance & Compliance
1 5 (11.63%) Data Quality
2 1 (2.33%) QA
Vendors
1 12 (27.91%) Oracle
2 9 (20.93%) Informatica
3 2 (4.65%) Cognos
3 2 (4.65%) Microsoft
3 2 (4.65%) MicroStrategy
4 1 (2.33%) Ab Initio
4 1 (2.33%) Cloudera
4 1 (2.33%) Teradata
Edinburgh, Midlothian
Harvey Nash plc
Salary: £40000 - £55000 per annum
Posted: 5 days ago
Edinburgh
Indicia
Salary: Competitive salary and benefits
Posted: 10 days ago
Edinburgh
Indicia
Salary: Competitive salary and benefits
Posted: 10 days ago