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 average salaries offered in IT jobs that have cited Data Architecture over the 3 months to 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Data Architecture
Rank 138 155 142
Rank change year-on-year
+17 -13
Permanent jobs citing Data Architecture 24 21 22
As % of all permanent IT jobs located in Scotland 0.76% 0.57% 0.68%
As % of the Processes & Methodologies category 0.86% 0.68% 0.82%
Number of salaries quoted 18 14 17
Average salary £72,500 £42,500 £55,000
Average salary % change year-on-year
+70.58% -22.72%
90% offered a salary of more than £39,250 £42,500 £53,400
10% offered a salary of more than £75,000 £67,000 £56,500
UK excluding London average salary £58,000 £60,000 £52,500
% change year-on-year
-3.33% +14.28%
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
2798 3082 2673
As % of all permanent IT jobs located in Scotland 88.38% 83.80% 82.12%
Number of salaries quoted 1779 2049 1746
Average salary £43,500 £42,500 £41,500
Average salary % change year-on-year
+2.35% +2.40%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £62,500 £56,900 £60,000
UK excluding London average salary £45,000 £42,500 £40,995
% change year-on-year
+5.88% +3.67%

Data Architecture
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Data Architecture across the Scotland region as a proportion of the total demand within 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 31 July 2015.

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 average salaries quoted in IT jobs citing Data Architecture within the Scotland region over the 3 months to 31 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +7 11 £73,750 +73.52%
Edinburgh +7 7 £72,500 -12.12% 2
Aberdeen - 2 - -
Stirling - 2 - -
Inverclyde - 2 £38,750 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in Scotland

For the 6 months to 31 July 2015, IT jobs across the Scotland region citing Data Architecture also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture.

1 26 (65.00%) Data Modelling
2 22 (55.00%) Finance
3 21 (52.50%) SQL
4 15 (37.50%) Analytical Skills
5 14 (35.00%) Data Management
6 13 (32.50%) Analytics
7 11 (27.50%) Business Analysis
7 11 (27.50%) Enterprise Architecture
7 11 (27.50%) Project Management
8 10 (25.00%) SQL Server
8 10 (25.00%) Banking
9 9 (22.50%) Migration
9 9 (22.50%) Data Warehouse
9 9 (22.50%) Oracle
9 9 (22.50%) Business Intelligence
9 9 (22.50%) Data Analytics
10 8 (20.00%) Data Integration
10 8 (20.00%) Degree
10 8 (20.00%) ETL
11 7 (17.50%) TOGAF
11 7 (17.50%) SAS
12 6 (15.00%) UML
12 6 (15.00%) T-SQL
13 5 (12.50%) Microsoft
13 5 (12.50%) Data Analysis
13 5 (12.50%) Data Structures
13 5 (12.50%) Logical Data Model
14 4 (10.00%) Master Data Management
14 4 (10.00%) Data Virtualisation
14 4 (10.00%) Enterprise Software

Data Architecture
Top Related IT Skills in Scotland by Category

For the 6 months to 31 July 2015, IT jobs across the Scotland region citing Data Architecture also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture. Up to 20 skills are shown per category.

Application Platforms
1 7 (17.50%) SAS
Applications
1 4 (10.00%) MS Excel
1 4 (10.00%) SPSS
Cloud Services
1 2 (5.00%) SaaS
2 1 (2.50%) Amazon EC2
2 1 (2.50%) Microsoft Azure
2 1 (2.50%) Amazon AWS
Database & Business Intelligence
1 10 (25.00%) SQL Server
2 9 (22.50%) Data Warehouse
3 4 (10.00%) Spotfire
3 4 (10.00%) QlikView
3 4 (10.00%) Hadoop
3 4 (10.00%) NoSQL
4 3 (7.50%) Big Data
5 2 (5.00%) SQL Server Reporting Services
5 2 (5.00%) SQL Server Integration Services
5 2 (5.00%) SQL Server Analysis Services
5 2 (5.00%) Oracle BI EE
5 2 (5.00%) OLAP
6 1 (2.50%) Data Mining
6 1 (2.50%) SQL Server 2008
6 1 (2.50%) SQL Server 2012
6 1 (2.50%) Oracle Database
6 1 (2.50%) Relational Database
General
1 22 (55.00%) Finance
2 10 (25.00%) Banking
3 2 (5.00%) Retail
3 2 (5.00%) Retail Banking
4 1 (2.50%) Marketing
4 1 (2.50%) Billing
Job Titles
1 24 (60.00%) Architect
2 17 (42.50%) Data Architect
3 8 (20.00%) Enterprise Architect
4 7 (17.50%) Data Manager
4 7 (17.50%) Analyst
5 5 (12.50%) Developer
5 5 (12.50%) Data Analyst
5 5 (12.50%) Data Analytics Manager
6 4 (10.00%) Business Intelligence Developer
6 4 (10.00%) Information Architect
6 4 (10.00%) Solutions Architect
7 3 (7.50%) IT Architect
7 3 (7.50%) Enterprise Data Architect
7 3 (7.50%) Business Intelligence Analyst
8 2 (5.00%) Quality Analyst
8 2 (5.00%) Data Quality Analyst
8 2 (5.00%) Technical Analyst
8 2 (5.00%) Analyst Developer
8 2 (5.00%) Business Developer
8 2 (5.00%) Business Analyst
Libraries, Frameworks & Software Standards
1 2 (5.00%) XML
1 2 (5.00%) Middleware
1 2 (5.00%) MDX
Miscellaneous
1 15 (37.50%) Analytical Skills
2 8 (20.00%) Data Integration
3 5 (12.50%) Data Structures
4 4 (10.00%) Visualisation
4 4 (10.00%) Enterprise Software
5 2 (5.00%) Data Extraction
6 1 (2.50%) Management Information System
6 1 (2.50%) Economics
6 1 (2.50%) Taxonomies
6 1 (2.50%) Mathematics
6 1 (2.50%) Computer Science
Operating Systems
1 1 (2.50%) UNIX
1 1 (2.50%) Linux
Processes & Methodologies
1 26 (65.00%) Data Modelling
2 14 (35.00%) Data Management
3 13 (32.50%) Analytics
4 11 (27.50%) Business Analysis
4 11 (27.50%) Enterprise Architecture
4 11 (27.50%) Project Management
5 9 (22.50%) Migration
5 9 (22.50%) Data Analytics
5 9 (22.50%) Business Intelligence
6 8 (20.00%) ETL
7 7 (17.50%) TOGAF
8 6 (15.00%) UML
9 5 (12.50%) Data Analysis
9 5 (12.50%) Logical Data Model
10 4 (10.00%) Stakeholder Management
10 4 (10.00%) ERP
10 4 (10.00%) Coaching
10 4 (10.00%) Master Data Management
10 4 (10.00%) Data Virtualisation
10 4 (10.00%) Predictive Analytics
Programming Languages
1 21 (52.50%) SQL
2 6 (15.00%) T-SQL
3 1 (2.50%) C#
3 1 (2.50%) PL/SQL
Qualifications
1 8 (20.00%) Degree
Quality Assurance & Compliance
1 4 (10.00%) Data Quality
2 3 (7.50%) QA
Vendors
1 9 (22.50%) Oracle
2 5 (12.50%) Microsoft
3 4 (10.00%) SAP
3 4 (10.00%) Tableau
4 2 (5.00%) Cognos
4 2 (5.00%) Reuters
4 2 (5.00%) Bloomberg
5 1 (2.50%) BT
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k - £60k plus attractive benefits
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 2 days ago