Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England > North West
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 316 305 335
Rank change year-on-year -11 +30 -14
Permanent jobs citing Data Architecture 48 62 33
As % of all permanent IT jobs advertised in the North West 0.36% 0.50% 0.26%
As % of the Processes & Methodologies category 0.40% 0.56% 0.29%
Number of salaries quoted 38 38 22
North West median annual salary £61,250 £55,000 £55,000
Median salary % change year-on-year +11.36% - -
10th Percentile £41,500 £46,500 £37,425
90th Percentile £81,500 £73,750 £73,775
England median annual salary £65,000 £70,000 £67,500
% change year-on-year -7.14% +3.70% +3.85%

Data Architecture is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11979 11171 11575
As % of all permanent IT jobs advertised in the North West 89.86% 89.81% 89.44%
Number of salaries quoted 9526 9316 9573
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Architecture
Job Vacancy Trend in the North West

Job postings citing Data Architecture as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Architecture 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 in the North West.

Salary trend for Data Architecture in the North West

Data Architecture
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Architecture in the North West over the 6 months to 21 November 2017.

Salary histogram for Data Architecture 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -35 24 £59,750 +8.64% 1
Cheshire -21 15 £65,000 +5.35%
Merseyside +10 5 £60,000 +71.43%
Lancashire +7 4 £45,000 -28.00%
Data Architecture
England

For the 6 months to 21 November 2017, 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 18 (37.50%) Data Modelling
2 17 (35.42%) Business Intelligence
3 16 (33.33%) Finance
4 14 (29.17%) Microsoft
4 14 (29.17%) SQL Server
5 12 (25.00%) Data Management
5 12 (25.00%) Data Governance
5 12 (25.00%) Data Quality
6 11 (22.92%) Analytics
6 11 (22.92%) CRM
7 10 (20.83%) Data Warehouse
7 10 (20.83%) SQL Server Integration Services
7 10 (20.83%) Agile Software Development
7 10 (20.83%) Power BI
7 10 (20.83%) Data Strategy
8 9 (18.75%) ETL
9 8 (16.67%) SQL
9 8 (16.67%) Degree
9 8 (16.67%) Analytical Skills
10 7 (14.58%) Stakeholder Management
10 7 (14.58%) SQL Server Reporting Services
10 7 (14.58%) Data Analysis
10 7 (14.58%) E-Commerce
11 6 (12.50%) Oracle
11 6 (12.50%) TOGAF
11 6 (12.50%) Information Architecture
11 6 (12.50%) Coaching
12 5 (10.42%) IT Strategy
12 5 (10.42%) Mentoring
12 5 (10.42%) Enterprise Data Warehouse

Data Architecture
Co-occurring 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 4 (8.33%) BizTalk Server
2 1 (2.08%) IIS
2 1 (2.08%) SAS
2 1 (2.08%) SharePoint
Applications
1 2 (4.17%) Microsoft Excel
1 2 (4.17%) Microsoft PowerPoint
2 1 (2.08%) Microsoft Office
Business Applications
1 2 (4.17%) Dynamics AX
1 2 (4.17%) Dynamics CRM
Cloud Services
1 5 (10.42%) Amazon AWS
2 3 (6.25%) Dynamics 365
3 2 (4.17%) Microsoft Azure
Database & Business Intelligence
1 14 (29.17%) SQL Server
2 10 (20.83%) Data Warehouse
2 10 (20.83%) Power BI
2 10 (20.83%) SQL Server Integration Services
3 7 (14.58%) SQL Server Reporting Services
4 5 (10.42%) Enterprise Data Warehouse
4 5 (10.42%) MySQL
5 4 (8.33%) Amazon Redshift
6 3 (6.25%) Big Data
6 3 (6.25%) NoSQL
7 2 (4.17%) Hadoop
7 2 (4.17%) SQL Server 2008
8 1 (2.08%) Data Mining
8 1 (2.08%) IBM InfoSphere
8 1 (2.08%) QlikView
8 1 (2.08%) Relational Database
8 1 (2.08%) SQL Server 2012
8 1 (2.08%) SQL Server 2014
8 1 (2.08%) SQL Server 2016
8 1 (2.08%) SQL Server Analysis Services
General
1 16 (33.33%) Finance
2 3 (6.25%) Banking
3 1 (2.08%) Law
3 1 (2.08%) Legal
3 1 (2.08%) Marketing
3 1 (2.08%) Retail
Job Titles
1 19 (39.58%) Architect
2 17 (35.42%) Data Architect
3 7 (14.58%) Analyst
4 5 (10.42%) Data Analyst
4 5 (10.42%) Solutions Architect
5 4 (8.33%) DBA
5 4 (8.33%) E-Commerce Manager
5 4 (8.33%) Enterprise Data Architect
6 3 (6.25%) Developer
6 3 (6.25%) Enterprise Architect
6 3 (6.25%) Governance Analyst
6 3 (6.25%) Senior Analyst
6 3 (6.25%) SQL DBA
7 2 (4.17%) Business Intelligence Developer
7 2 (4.17%) Data Manager
7 2 (4.17%) Domain Architect
7 2 (4.17%) Head of Business Intelligence
7 2 (4.17%) Lead Architect
7 2 (4.17%) Senior Business Intelligence Developer
7 2 (4.17%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (10.42%) EDI
2 4 (8.33%) XML
3 2 (4.17%) HTML
4 1 (2.08%) .NET
4 1 (2.08%) ASP.NET
4 1 (2.08%) CSS
4 1 (2.08%) CSS3
4 1 (2.08%) Django
4 1 (2.08%) HTML5
4 1 (2.08%) jQuery
4 1 (2.08%) JSON
4 1 (2.08%) Node.js
4 1 (2.08%) React
4 1 (2.08%) Redux
4 1 (2.08%) REST
4 1 (2.08%) SOAP
4 1 (2.08%) Web Services
Miscellaneous
1 8 (16.67%) Analytical Skills
2 4 (8.33%) Management Information System
3 3 (6.25%) Data Structures
3 3 (6.25%) Reference Data
4 2 (4.17%) Greenfield Project
4 2 (4.17%) Taxonomies
5 1 (2.08%) Computer Science
5 1 (2.08%) Data Protection Act
5 1 (2.08%) Digital Media
5 1 (2.08%) Driving Licence
5 1 (2.08%) Hybrid Cloud
5 1 (2.08%) Mainframe
5 1 (2.08%) Replication
Operating Systems
1 1 (2.08%) Windows
1 1 (2.08%) Windows Server
1 1 (2.08%) Windows Server 2008
Processes & Methodologies
1 18 (37.50%) Data Modelling
2 17 (35.42%) Business Intelligence
3 12 (25.00%) Data Governance
3 12 (25.00%) Data Management
4 11 (22.92%) Analytics
4 11 (22.92%) CRM
5 10 (20.83%) Agile Software Development
5 10 (20.83%) Data Strategy
6 9 (18.75%) ETL
7 7 (14.58%) Data Analysis
7 7 (14.58%) E-Commerce
7 7 (14.58%) Stakeholder Management
8 6 (12.50%) Coaching
8 6 (12.50%) Information Architecture
8 6 (12.50%) TOGAF
9 5 (10.42%) Data Security
9 5 (10.42%) Enterprise Architecture
9 5 (10.42%) IT Strategy
9 5 (10.42%) Mentoring
9 5 (10.42%) Visualisation
Programming Languages
1 8 (16.67%) SQL
2 2 (4.17%) JavaScript
2 2 (4.17%) PHP
2 2 (4.17%) T-SQL
2 2 (4.17%) VBA
3 1 (2.08%) C#
3 1 (2.08%) Python
3 1 (2.08%) VBScript
Qualifications
1 8 (16.67%) Degree
2 4 (8.33%) APMP
3 1 (2.08%) PhD
Quality Assurance & Compliance
1 12 (25.00%) Data Quality
2 5 (10.42%) GDPR
3 4 (8.33%) ISO 9001
3 4 (8.33%) ISO/IEC 27001
3 4 (8.33%) PCI DSS
Systems Management
1 1 (2.08%) EMC NetWorker
Vendors
1 14 (29.17%) Microsoft
2 6 (12.50%) Oracle
3 5 (10.42%) Tableau
4 1 (2.08%) Capita
4 1 (2.08%) Cloudera
4 1 (2.08%) Greenplum
4 1 (2.08%) Hortonworks
4 1 (2.08%) IBM
4 1 (2.08%) Informatica
4 1 (2.08%) Netezza
4 1 (2.08%) Teradata