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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 123 157 157
Rank change year-on-year
+34 0
Permanent jobs citing Data Architecture 15 5 10
As % of all permanent IT jobs located in Scotland 0.63% 0.16% 0.31%
As % of the Processes & Methodologies category 0.71% 0.18% 0.35%
Number of salaries quoted 9 5 2
Median salary £71,500 £60,000 £43,750
Median salary % change year-on-year
+19.16% +37.14%
90% offered a salary of more than £55,000 £55,000 £40,750
10% offered a salary of more than £72,500 £69,000 £46,750
UK excluding London median salary £61,000 £61,250 £55,000
% change year-on-year
-0.40% +11.36%
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
2120 2751 2819
As % of all permanent IT jobs located in Scotland 89.11% 89.55% 88.48%
Number of salaries quoted 1326 1739 1852
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £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 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
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Architecture across the Scotland region over the 3 months to 9 December 2016.

Data Architecture Salary Histogram 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 9 December 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
Glasgow - 8 £55,000 -
Edinburgh +17 7 £72,500 +20.83% 1
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 9 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 Scotland region with a requirement for Data Architecture.

1 34 (66.67%) Finance
2 24 (47.06%) Data Modelling
3 21 (41.18%) Data Warehouse
4 20 (39.22%) ETL
5 17 (33.33%) OLAP
5 17 (33.33%) Banking
6 16 (31.37%) Logical Data Model
7 15 (29.41%) Big Data
7 15 (29.41%) Data Governance
7 15 (29.41%) Data Management
8 14 (27.45%) Physical Data Model
9 13 (25.49%) Hadoop
10 12 (23.53%) Data Integration
10 12 (23.53%) Retail
11 11 (21.57%) Agile Software Development
11 11 (21.57%) Oracle
12 10 (19.61%) Perl
12 10 (19.61%) Project Management
12 10 (19.61%) Informatica
12 10 (19.61%) Shell Script
12 10 (19.61%) Games
12 10 (19.61%) Telecoms
12 10 (19.61%) Scrum
12 10 (19.61%) Software Engineering
12 10 (19.61%) Information Management
12 10 (19.61%) Oracle OLAP
12 10 (19.61%) Investment Management
12 10 (19.61%) Kanban
12 10 (19.61%) HBase
12 10 (19.61%) Apache Hive

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:

Applications
1 1 (1.96%) MS Visio
Business Applications
1 1 (1.96%) Oracle ERP
Database & Business Intelligence
1 21 (41.18%) Data Warehouse
2 17 (33.33%) OLAP
3 15 (29.41%) Big Data
4 13 (25.49%) Hadoop
5 10 (19.61%) Apache Hive
5 10 (19.61%) HBase
5 10 (19.61%) Oracle OLAP
6 6 (11.76%) Data Lake
6 6 (11.76%) OLTP
7 5 (9.80%) NoSQL
8 4 (7.84%) Star Schema
9 3 (5.88%) RDBMS
9 3 (5.88%) Relational Database
10 1 (1.96%) Oracle BI EE
10 1 (1.96%) SQL Server
10 1 (1.96%) SQL Server 2005
10 1 (1.96%) SQL Server Integration Services
10 1 (1.96%) SQL Server Reporting Services
Development Applications
1 6 (11.76%) ERwin
1 6 (11.76%) MagicDraw
General
1 34 (66.67%) Finance
2 17 (33.33%) Banking
3 12 (23.53%) Retail
4 10 (19.61%) Games
4 10 (19.61%) Telecoms
5 4 (7.84%) Back Office
5 4 (7.84%) General Ledger
6 2 (3.92%) Retail Banking
Job Titles
1 44 (86.27%) Architect
2 19 (37.25%) Data Architect
3 17 (33.33%) Solutions Architect
4 8 (15.69%) Information Architect
4 8 (15.69%) Senior Architect
5 5 (9.80%) Senior Data Architect
6 4 (7.84%) Hadoop Architect
7 3 (5.88%) Head of Data Management
7 3 (5.88%) Senior Information Architect
8 2 (3.92%) Designer
9 1 (1.96%) Analyst
9 1 (1.96%) Business Intelligence Analyst
9 1 (1.96%) Data Manager
9 1 (1.96%) Data Modeller
9 1 (1.96%) Lead Architect
9 1 (1.96%) Lead Data Architect
9 1 (1.96%) Oracle Architect
9 1 (1.96%) Oracle Solutions Architect
9 1 (1.96%) Senior Data Modeller
9 1 (1.96%) Strategy Manager
Libraries, Frameworks & Software Standards
1 10 (19.61%) REST
2 5 (9.80%) XML
3 4 (7.84%) XML Schema
4 1 (1.96%) MDX
Miscellaneous
1 12 (23.53%) Data Integration
2 6 (11.76%) Ontologies
3 5 (9.80%) Analytical Skills
3 5 (9.80%) Reference Data
4 4 (7.84%) Taxonomies
5 3 (5.88%) Management Information System
6 2 (3.92%) Data Structures
6 2 (3.92%) Visualisation
Processes & Methodologies
1 24 (47.06%) Data Modelling
2 20 (39.22%) ETL
3 16 (31.37%) Logical Data Model
4 15 (29.41%) Data Governance
4 15 (29.41%) Data Management
5 14 (27.45%) Physical Data Model
6 11 (21.57%) Agile Software Development
7 10 (19.61%) Disruptive Innovation
7 10 (19.61%) Information Architecture
7 10 (19.61%) Information Management
7 10 (19.61%) Investment Management
7 10 (19.61%) Kanban
7 10 (19.61%) Project Management
7 10 (19.61%) Scrum
7 10 (19.61%) Software Engineering
8 8 (15.69%) Analytics
9 7 (13.73%) Data Lineage
9 7 (13.73%) Metadata Management
10 6 (11.76%) Enterprise Architecture
10 6 (11.76%) UML
Programming Languages
1 10 (19.61%) Perl
1 10 (19.61%) Shell Script
2 3 (5.88%) SQL
Qualifications
1 7 (13.73%) Degree
2 1 (1.96%) ITIL Certification
Quality Assurance & Compliance
1 8 (15.69%) Data Quality
2 6 (11.76%) Basel II
2 6 (11.76%) MiFID
3 5 (9.80%) ISO20022
4 3 (5.88%) PCI DSS
Vendors
1 11 (21.57%) Oracle
2 10 (19.61%) Informatica
3 7 (13.73%) IBM
4 3 (5.88%) SAP
5 2 (3.92%) Cognos
6 1 (1.96%) Microsoft
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 23 days ago