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

3 months to
2 Jul 2016
Same period 2015 Same period 2014
Data Architecture
Rank 207 224 228
Rank change year-on-year
+17 +4
Permanent jobs citing Data Architecture 25 30 27
As % of all permanent IT jobs located in the North West 0.45% 0.47% 0.38%
As % of the Processes & Methodologies category 0.52% 0.53% 0.45%
Number of salaries quoted 18 24 23
Median salary £60,000 £59,250 £55,000
Median salary % change year-on-year
+1.26% +7.72%
90% offered a salary of more than £54,250 £39,000 £39,000
10% offered a salary of more than £66,210 £75,000 £57,500
UK excluding London median salary £57,500 £56,500 £57,500
% change year-on-year
+1.76% -1.73%
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
4826 5699 6018
As % of all permanent IT jobs located in the North West 86.81% 88.63% 85.35%
Number of salaries quoted 4072 4625 4786
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £28,500 £27,500 £27,000
10% offered a salary of more than £62,500 £57,000 £60,000
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 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 2 July 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 2 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
Manchester -17 9 £55,000 -7.17% 6
Lancashire - 8 £62,500 -
Cheshire +46 6 £57,500 +50.32% 1
Merseyside - 2 - -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the North West

For the 6 months to 2 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 North West region with a requirement for Data Architecture.

1 24 (52.17%) Microsoft
2 18 (39.13%) SQL Server
3 17 (36.96%) Data Modelling
3 17 (36.96%) Finance
4 16 (34.78%) Business Intelligence
5 14 (30.43%) Stakeholder Management
5 14 (30.43%) Change Management
5 14 (30.43%) Portfolio Management
6 13 (28.26%) NoSQL
6 13 (28.26%) Elasticsearch
6 13 (28.26%) SDLC
6 13 (28.26%) Risk Management
6 13 (28.26%) Data Warehouse
6 13 (28.26%) Information Security
6 13 (28.26%) SQL Server 2008
6 13 (28.26%) Customer Engagement
7 12 (26.09%) Release Management
7 12 (26.09%) SQL
7 12 (26.09%) Identity Management
7 12 (26.09%) Microsoft Licensing
7 12 (26.09%) Performance Tuning
7 12 (26.09%) Software Licensing
7 12 (26.09%) MongoDB
7 12 (26.09%) Neo4j
8 10 (21.74%) Oracle
8 10 (21.74%) Mentoring
9 9 (19.57%) Continuous Improvement
9 9 (19.57%) Project Management
9 9 (19.57%) ISO/IEC 27001
9 9 (19.57%) PCI DSS

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 13 (28.26%) Elasticsearch
Applications
1 3 (6.52%) MS Excel
1 3 (6.52%) SPSS
Business Applications
1 3 (6.52%) Dynamics AX
1 3 (6.52%) Dynamics CRM
2 2 (4.35%) Oracle EBS
2 2 (4.35%) Oracle EBS R12
2 2 (4.35%) Oracle ERP
3 1 (2.17%) SAP BPC
Cloud Services
1 5 (10.87%) Amazon AWS
1 5 (10.87%) Amazon EC2
1 5 (10.87%) Amazon S3
2 1 (2.17%) Microsoft Azure
2 1 (2.17%) SaaS
Communications & Networking
1 5 (10.87%) Internet
2 1 (2.17%) DNS
2 1 (2.17%) Firewall
2 1 (2.17%) NAS
2 1 (2.17%) SAN
Database & Business Intelligence
1 18 (39.13%) SQL Server
2 13 (28.26%) Data Warehouse
2 13 (28.26%) NoSQL
2 13 (28.26%) SQL Server 2008
3 12 (26.09%) MongoDB
3 12 (26.09%) Neo4j
4 5 (10.87%) Amazon Redshift
5 4 (8.70%) Amazon RDS
5 4 (8.70%) Microsoft Analysis Services
5 4 (8.70%) SQL Server Analysis Services
5 4 (8.70%) SQL Server Integration Services
5 4 (8.70%) SQL Server Reporting Services
6 3 (6.52%) Big Data
6 3 (6.52%) BusinessObjects
6 3 (6.52%) Data Mining
6 3 (6.52%) DB2
6 3 (6.52%) Hadoop
6 3 (6.52%) MySQL
6 3 (6.52%) Spotfire
7 1 (2.17%) Enterprise Data Warehouse
Development Applications
1 1 (2.17%) Team Foundation Server
General
1 17 (36.96%) Finance
2 6 (13.04%) Manufacturing
3 5 (10.87%) Banking
4 3 (6.52%) Pharmaceutical
5 1 (2.17%) Financial Institution
Job Titles
1 13 (28.26%) DBA
1 13 (28.26%) SQL DBA
2 11 (23.91%) Architect
3 9 (19.57%) Head of Business Systems
3 9 (19.57%) Senior DBA
3 9 (19.57%) Senior SQL DBA
4 6 (13.04%) SQL Server DBA
5 5 (10.87%) Data Architect
6 3 (6.52%) Architecture Manager
6 3 (6.52%) Business Intelligence Manager
6 3 (6.52%) Data Manager
7 2 (4.35%) .NET Developer
7 2 (4.35%) Business Architect
7 2 (4.35%) C# Developer
7 2 (4.35%) Enterprise Architect
7 2 (4.35%) Lead C# Developer
7 2 (4.35%) Oracle Architect
7 2 (4.35%) Senior .NET Developer
7 2 (4.35%) Senior C# Developer
7 2 (4.35%) Senior SQL Server DBA
Libraries, Frameworks & Software Standards
1 6 (13.04%) Web Services
2 2 (4.35%) .NET
2 2 (4.35%) AngularJS
2 2 (4.35%) ASP.NET
2 2 (4.35%) HTML
2 2 (4.35%) jQuery
2 2 (4.35%) SOAP
2 2 (4.35%) WCF
3 1 (2.17%) Django
3 1 (2.17%) Middleware
Miscellaneous
1 12 (26.09%) Microsoft Licensing
2 6 (13.04%) Management Information System
3 4 (8.70%) Replication
4 3 (6.52%) Fintech
4 3 (6.52%) Taxonomies
5 2 (4.35%) Life Science
6 1 (2.17%) Analytical Skills
Processes & Methodologies
1 17 (36.96%) Data Modelling
2 16 (34.78%) Business Intelligence
3 14 (30.43%) Change Management
3 14 (30.43%) Portfolio Management
3 14 (30.43%) Stakeholder Management
4 13 (28.26%) Customer Engagement
4 13 (28.26%) Information Security
4 13 (28.26%) Risk Management
4 13 (28.26%) SDLC
5 12 (26.09%) Identity Management
5 12 (26.09%) Performance Tuning
5 12 (26.09%) Release Management
5 12 (26.09%) Software Licensing
6 10 (21.74%) Mentoring
7 9 (19.57%) Continuous Improvement
7 9 (19.57%) Performance Management
7 9 (19.57%) Project Management
8 8 (17.39%) Agile Software Development
8 8 (17.39%) Information Management
8 8 (17.39%) Service Delivery
Programming Languages
1 12 (26.09%) SQL
2 2 (4.35%) C#
2 2 (4.35%) JavaScript
3 1 (2.17%) PowerShell
3 1 (2.17%) Python
Qualifications
1 3 (6.52%) Degree
2 2 (4.35%) Oracle Certification
2 2 (4.35%) PMI Certification
2 2 (4.35%) PMP
2 2 (4.35%) PRINCE2 Certification
3 1 (2.17%) CISA
3 1 (2.17%) CISM
3 1 (2.17%) CISSP
Quality Assurance & Compliance
1 9 (19.57%) ISO/IEC 27001
1 9 (19.57%) PCI DSS
2 8 (17.39%) ISO 9001
3 3 (6.52%) QA
4 1 (2.17%) COBIT
4 1 (2.17%) Data Quality
System Software
1 1 (2.17%) VMware ESX
1 1 (2.17%) VMware ESXi
Systems Management
1 1 (2.17%) SCOM
Vendors
1 24 (52.17%) Microsoft
2 10 (21.74%) Oracle
3 3 (6.52%) Hyperion
3 3 (6.52%) Informatica
3 3 (6.52%) Teradata
4 1 (2.17%) Cognizant
4 1 (2.17%) SAP
4 1 (2.17%) VMware
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Salary: £56700 - £66700 per annum + Bonus + Benefits
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