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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Architecture
Rank 210 233 226
Rank change year-on-year
+23 -7
Permanent jobs citing Data Architecture 33 25 32
As % of all permanent IT jobs located in the North West 0.56% 0.38% 0.45%
As % of the Processes & Methodologies category 0.65% 0.43% 0.53%
Number of salaries quoted 20 14 29
Median salary £57,500 £56,750 £55,000
Median salary % change year-on-year
+1.32% +3.18%
90% offered a salary of more than £55,000 £37,950 £43,500
10% offered a salary of more than £62,500 £61,750 £66,500
UK excluding London median salary £57,500 £59,250 £57,500
% change year-on-year
-2.95% +3.04%
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
5103 5841 6042
As % of all permanent IT jobs located in the North West 87.10% 88.80% 85.59%
Number of salaries quoted 4250 4733 4780
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 £27,500
10% offered a salary of more than £62,500 £57,500 £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 27 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 27 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 +8 16 £55,000 -8.33% 6
Cheshire +39 7 £57,500 +53.33%
Lancashire - 5 £62,500 -
Merseyside - 5 - - 3
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in the North West

For the 6 months to 27 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 (43.64%) Finance
2 20 (36.36%) Microsoft
3 19 (34.55%) SQL Server
4 18 (32.73%) Business Intelligence
5 17 (30.91%) Stakeholder Management
5 17 (30.91%) Portfolio Management
6 16 (29.09%) Information Security
6 16 (29.09%) Data Modelling
6 16 (29.09%) Change Management
7 15 (27.27%) SQL
8 14 (25.45%) Data Warehouse
8 14 (25.45%) Risk Management
9 13 (23.64%) Oracle
9 13 (23.64%) SDLC
10 12 (21.82%) Software Licensing
10 12 (21.82%) Elasticsearch
10 12 (21.82%) Microsoft Licensing
10 12 (21.82%) NoSQL
10 12 (21.82%) Customer Engagement
10 12 (21.82%) Release Management
10 12 (21.82%) SQL Server 2008
11 11 (20.00%) Mentoring
12 10 (18.18%) PCI DSS
12 10 (18.18%) ISO/IEC 27001
12 10 (18.18%) Agile Software Development
13 9 (16.36%) Performance Management
13 9 (16.36%) Degree
13 9 (16.36%) Project Management
13 9 (16.36%) Manufacturing
13 9 (16.36%) ITIL

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 12 (21.82%) Elasticsearch
Applications
1 5 (9.09%) MS Excel
2 2 (3.64%) SPSS
Business Applications
1 5 (9.09%) Dynamics CRM
1 5 (9.09%) Oracle EBS
1 5 (9.09%) Oracle EBS R12
2 3 (5.45%) Dynamics AX
2 3 (5.45%) Oracle ERP
3 2 (3.64%) Salesforce.com CRM
4 1 (1.82%) SAP BPC
Cloud Services
1 6 (10.91%) Amazon AWS
1 6 (10.91%) Amazon EC2
1 6 (10.91%) Amazon S3
2 1 (1.82%) Microsoft Azure
2 1 (1.82%) SaaS
Communications & Networking
1 6 (10.91%) Internet
2 4 (7.27%) DNS
2 4 (7.27%) Firewall
2 4 (7.27%) NAS
2 4 (7.27%) SAN
Database & Business Intelligence
1 19 (34.55%) SQL Server
2 14 (25.45%) Data Warehouse
3 12 (21.82%) NoSQL
3 12 (21.82%) SQL Server 2008
4 8 (14.55%) MongoDB
4 8 (14.55%) Neo4j
5 6 (10.91%) Amazon Redshift
6 4 (7.27%) SQL Server Integration Services
7 3 (5.45%) Big Data
7 3 (5.45%) Data Mining
7 3 (5.45%) DB2
7 3 (5.45%) Hadoop
7 3 (5.45%) MySQL
8 2 (3.64%) Amazon RDS
8 2 (3.64%) BusinessObjects
8 2 (3.64%) Microsoft Analysis Services
8 2 (3.64%) Spotfire
8 2 (3.64%) SQL Server Analysis Services
8 2 (3.64%) SQL Server Reporting Services
9 1 (1.82%) Enterprise Data Warehouse
Development Applications
1 4 (7.27%) Team Foundation Server
General
1 24 (43.64%) Finance
2 9 (16.36%) Manufacturing
3 7 (12.73%) Banking
4 2 (3.64%) Pharmaceutical
5 1 (1.82%) Financial Institution
Job Titles
1 19 (34.55%) Architect
2 12 (21.82%) DBA
2 12 (21.82%) SQL DBA
3 10 (18.18%) Senior DBA
3 10 (18.18%) Senior SQL DBA
4 9 (16.36%) Head of Business Systems
5 7 (12.73%) Data Architect
6 5 (9.09%) Enterprise Architect
7 4 (7.27%) Administrator
7 4 (7.27%) Business Architect
7 4 (7.27%) Senior Architect
7 4 (7.27%) SQL Server DBA
8 3 (5.45%) Oracle Architect
8 3 (5.45%) Oracle Solutions Architect
8 3 (5.45%) Solutions Architect
9 2 (3.64%) .NET Developer
9 2 (3.64%) Developer
9 2 (3.64%) Lead Developer
9 2 (3.64%) Senior Developer
9 2 (3.64%) Team Leader
Libraries, Frameworks & Software Standards
1 4 (7.27%) Web Services
2 2 (3.64%) .NET
2 2 (3.64%) AngularJS
2 2 (3.64%) ASP.NET
2 2 (3.64%) HTML
2 2 (3.64%) jQuery
2 2 (3.64%) Middleware
2 2 (3.64%) SOAP
2 2 (3.64%) WCF
3 1 (1.82%) Django
Miscellaneous
1 12 (21.82%) Microsoft Licensing
2 6 (10.91%) Management Information System
3 5 (9.09%) Life Science
4 3 (5.45%) Analytical Skills
4 3 (5.45%) Fintech
4 3 (5.45%) Taxonomies
5 2 (3.64%) Data Centre
5 2 (3.64%) Data Integration
5 2 (3.64%) iPad
5 2 (3.64%) Replication
Processes & Methodologies
1 18 (32.73%) Business Intelligence
2 17 (30.91%) Portfolio Management
2 17 (30.91%) Stakeholder Management
3 16 (29.09%) Change Management
3 16 (29.09%) Data Modelling
3 16 (29.09%) Information Security
4 14 (25.45%) Risk Management
5 13 (23.64%) SDLC
6 12 (21.82%) Customer Engagement
6 12 (21.82%) Release Management
6 12 (21.82%) Software Licensing
7 11 (20.00%) Mentoring
8 10 (18.18%) Agile Software Development
9 9 (16.36%) ITIL
9 9 (16.36%) Performance Management
9 9 (16.36%) Project Management
10 8 (14.55%) Coaching
10 8 (14.55%) Identity Management
10 8 (14.55%) Information Management
10 8 (14.55%) Performance Tuning
Programming Languages
1 15 (27.27%) SQL
2 4 (7.27%) PowerShell
3 2 (3.64%) C#
3 2 (3.64%) JavaScript
4 1 (1.82%) Python
Qualifications
1 9 (16.36%) Degree
2 5 (9.09%) Oracle Certification
2 5 (9.09%) PMI Certification
2 5 (9.09%) PMP
2 5 (9.09%) PRINCE2 Certification
3 2 (3.64%) Chartered Engineer
3 2 (3.64%) CISA
3 2 (3.64%) CISM
3 2 (3.64%) CISSP
3 2 (3.64%) MBCS
Quality Assurance & Compliance
1 10 (18.18%) ISO/IEC 27001
1 10 (18.18%) PCI DSS
2 6 (10.91%) ISO 9001
3 3 (5.45%) QA
4 1 (1.82%) COBIT
4 1 (1.82%) Data Quality
System Software
1 4 (7.27%) VMware ESX
1 4 (7.27%) VMware ESXi
Systems Management
1 4 (7.27%) SCOM
Vendors
1 20 (36.36%) Microsoft
2 13 (23.64%) Oracle
3 4 (7.27%) VMware
4 3 (5.45%) Teradata
5 2 (3.64%) Hyperion
5 2 (3.64%) Informatica
5 2 (3.64%) Salesforce.com
6 1 (1.82%) Cognizant
6 1 (1.82%) SAP
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