The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 202 214 210
Rank change year-on-year
+12 -4
Permanent jobs citing Data Architecture 24 34 50
As % of all permanent IT jobs located in the North West 0.44% 0.56% 0.72%
As % of the Processes & Methodologies category 0.51% 0.63% 0.84%
Number of salaries quoted 20 30 40
Median salary £62,500 £57,250 £55,000
Median salary % change year-on-year
+9.17% +4.09%
90% offered a salary of more than £52,250 £39,000 £45,000
10% offered a salary of more than £66,780 £75,000 £58,250
UK excluding London median salary £57,500 £55,000 £55,000
% change year-on-year
+4.54% -
Data Architecture
England

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
4711 5390 5929
As % of all permanent IT jobs located in the North West 86.00% 88.38% 85.37%
Number of salaries quoted 3994 4315 4762
Median salary £42,500 £40,000 £39,500
Median salary % change year-on-year
+6.25% +1.26%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £62,500 £56,000 £57,500
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 the North West

The demand trend of job ads across the North West 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 the North West

Data Architecture
Salary Trend in the North West

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

Data Architecture Salary Trend in the North West

Data Architecture
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Architecture across the North West region over the 3 months to 31 May 2016.

Data Architecture Salary Histogram in the North West

Data Architecture
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the North West region over the 3 months to 31 May 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
Lancashire - 10 £63,000 -
Cheshire +28 7 £57,500 +50.32%
Manchester -15 7 £54,000 -5.67%
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the North West

For the 6 months to 31 May 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 North West region with a requirement for Data Architecture.

1 20 (52.63%) Microsoft
2 15 (39.47%) Business Intelligence
2 15 (39.47%) SQL Server
2 15 (39.47%) Finance
3 14 (36.84%) Data Modelling
4 12 (31.58%) Stakeholder Management
5 11 (28.95%) Information Security
5 11 (28.95%) Risk Management
5 11 (28.95%) SDLC
6 10 (26.32%) Software Licensing
6 10 (26.32%) Microsoft Licensing
6 10 (26.32%) Change Management
6 10 (26.32%) Identity Management
6 10 (26.32%) Data Warehouse
6 10 (26.32%) Oracle
6 10 (26.32%) Release Management
6 10 (26.32%) SQL Server 2008
6 10 (26.32%) Customer Engagement
6 10 (26.32%) MongoDB
6 10 (26.32%) NoSQL
6 10 (26.32%) Portfolio Management
6 10 (26.32%) Neo4j
6 10 (26.32%) Elasticsearch
6 10 (26.32%) Performance Tuning
7 9 (23.68%) SQL
8 8 (21.05%) Information Management
9 7 (18.42%) Performance Management
9 7 (18.42%) Continuous Improvement
9 7 (18.42%) Project Management
9 7 (18.42%) Agile Software Development

Data Architecture
Top Related IT Skills in the North West 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 10 (26.32%) Elasticsearch
Applications
1 5 (13.16%) SPSS
2 3 (7.89%) MS Excel
Business Applications
1 3 (7.89%) Dynamics AX
1 3 (7.89%) Dynamics CRM
2 2 (5.26%) Oracle ERP
3 1 (2.63%) SAP BPC
Cloud Services
1 4 (10.53%) Amazon AWS
1 4 (10.53%) Amazon EC2
1 4 (10.53%) Amazon S3
2 1 (2.63%) SaaS
Communications & Networking
1 4 (10.53%) Internet
Database & Business Intelligence
1 15 (39.47%) SQL Server
2 10 (26.32%) Data Warehouse
2 10 (26.32%) MongoDB
2 10 (26.32%) Neo4j
2 10 (26.32%) NoSQL
2 10 (26.32%) SQL Server 2008
3 5 (13.16%) BusinessObjects
3 5 (13.16%) Spotfire
4 4 (10.53%) Amazon RDS
4 4 (10.53%) Amazon Redshift
4 4 (10.53%) Microsoft Analysis Services
4 4 (10.53%) SQL Server Analysis Services
4 4 (10.53%) SQL Server Integration Services
4 4 (10.53%) SQL Server Reporting Services
5 3 (7.89%) Big Data
5 3 (7.89%) Data Mining
5 3 (7.89%) DB2
5 3 (7.89%) Hadoop
5 3 (7.89%) MySQL
6 1 (2.63%) Enterprise Data Warehouse
General
1 15 (39.47%) Finance
2 5 (13.16%) Pharmaceutical
3 4 (10.53%) Manufacturing
4 3 (7.89%) Banking
5 1 (2.63%) Financial Institution
Job Titles
1 10 (26.32%) DBA
1 10 (26.32%) SQL DBA
2 7 (18.42%) Head of Business Systems
3 6 (15.79%) Architect
3 6 (15.79%) Senior DBA
3 6 (15.79%) Senior SQL DBA
4 5 (13.16%) Architecture Manager
4 5 (13.16%) Business Intelligence Manager
4 5 (13.16%) Data Manager
5 4 (10.53%) Data Architect
5 4 (10.53%) SQL Server DBA
6 2 (5.26%) Developer
6 2 (5.26%) Head of Information Management
6 2 (5.26%) Lead .NET Developer
6 2 (5.26%) Lead C# Developer
6 2 (5.26%) Oracle Architect
6 2 (5.26%) Senior .NET Developer
6 2 (5.26%) Senior C# .NET Developer
6 2 (5.26%) Senior Developer
6 2 (5.26%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (15.79%) Web Services
2 2 (5.26%) .NET
2 2 (5.26%) AngularJS
2 2 (5.26%) ASP.NET
2 2 (5.26%) HTML
2 2 (5.26%) jQuery
2 2 (5.26%) SOAP
2 2 (5.26%) WCF
3 1 (2.63%) Django
3 1 (2.63%) Middleware
Miscellaneous
1 10 (26.32%) Microsoft Licensing
2 6 (15.79%) Management Information System
3 4 (10.53%) Replication
4 3 (7.89%) Fintech
4 3 (7.89%) Taxonomies
5 1 (2.63%) Analytical Skills
Processes & Methodologies
1 15 (39.47%) Business Intelligence
2 14 (36.84%) Data Modelling
3 12 (31.58%) Stakeholder Management
4 11 (28.95%) Information Security
4 11 (28.95%) Risk Management
4 11 (28.95%) SDLC
5 10 (26.32%) Change Management
5 10 (26.32%) Customer Engagement
5 10 (26.32%) Identity Management
5 10 (26.32%) Performance Tuning
5 10 (26.32%) Portfolio Management
5 10 (26.32%) Release Management
5 10 (26.32%) Software Licensing
6 8 (21.05%) Information Management
7 7 (18.42%) Agile Software Development
7 7 (18.42%) Continuous Improvement
7 7 (18.42%) Performance Management
7 7 (18.42%) Project Management
8 6 (15.79%) Information Architecture
8 6 (15.79%) Service Delivery
Programming Languages
1 9 (23.68%) SQL
2 2 (5.26%) C#
2 2 (5.26%) JavaScript
3 1 (2.63%) Python
Qualifications
1 1 (2.63%) CISA
1 1 (2.63%) CISM
1 1 (2.63%) CISSP
1 1 (2.63%) Degree
Quality Assurance & Compliance
1 6 (15.79%) ISO 9001
1 6 (15.79%) ISO/IEC 27001
1 6 (15.79%) PCI DSS
2 3 (7.89%) QA
3 1 (2.63%) COBIT
3 1 (2.63%) Data Quality
Vendors
1 20 (52.63%) Microsoft
2 10 (26.32%) Oracle
3 5 (13.16%) Hyperion
3 5 (13.16%) Informatica
4 3 (7.89%) Teradata
5 1 (2.63%) Cognizant
5 1 (2.63%) SAP