The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
Merseyside / Liverpool
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 39 - -
Rank change year-on-year - 0  
Permanent jobs citing Data Architecture 13 0 0
As % of all permanent IT jobs advertised in Liverpool 3.25% - -
As % of the Processes & Methodologies category 3.61% - -
Number of salaries quoted 4 0 0
Median salary £41,250 - -
UK excluding London median salary £55,993 £57,500 £60,000
% change year-on-year -2.62% -4.16%  

Data Architecture is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Liverpool with a requirement for process and methodology skills.

Process & Methodology Skills
Liverpool
Permanent job vacancies with a requirement for process and methodology skills 360 339 386
As % of all permanent IT job vacancies advertised in Liverpool 90.00% 86.48% 88.53%
Number of salaries quoted 266 268 295
Median salary £40,000 £40,000 £45,000
Median salary % change year-on-year - -11.11%  
90% offered a salary of more than £28,000 £30,000 £27,500
10% offered a salary of more than £66,000 £70,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Architecture
Job Vacancy Trend in Liverpool

The job posting trend of jobs advertised in Liverpool citing Data Architecture as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture in Liverpool

Data Architecture
Salary Trend in Liverpool

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

Salary trend for Data Architecture in Liverpool

Data Architecture
Top 30 Co-occurring IT Skills in Liverpool

For the 6 months to 27 March 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 Liverpool region with a requirement for Data Architecture.

1 16 (72.73%) Business Intelligence
1 16 (72.73%) Stakeholder Management
2 15 (68.18%) SQL
3 11 (50.00%) MS Office
3 11 (50.00%) MS Excel
3 11 (50.00%) CRM
3 11 (50.00%) BusinessObjects
3 11 (50.00%) Salesforce.com
3 11 (50.00%) Dynamics CRM
3 11 (50.00%) iPad
3 11 (50.00%) Trend Analysis
3 11 (50.00%) Salesforce.com CRM
3 11 (50.00%) Relational Database
3 11 (50.00%) Actionable Insight
4 7 (31.82%) Data Modelling
5 6 (27.27%) Data Quality
6 5 (22.73%) Data Governance
6 5 (22.73%) Data Warehouse
6 5 (22.73%) Data Management
6 5 (22.73%) TOGAF
6 5 (22.73%) Enterprise Architecture
6 5 (22.73%) Degree
6 5 (22.73%) Data Integration
7 4 (18.18%) Marketing
7 4 (18.18%) Data Analysis
7 4 (18.18%) Supplier Management
7 4 (18.18%) Retail
7 4 (18.18%) Management Information System
7 4 (18.18%) Risk Management
7 4 (18.18%) Finance

Data Architecture
Co-occurring IT Skills in Liverpool 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 (18.18%) SAS
Applications
1 11 (50.00%) MS Excel
1 11 (50.00%) MS Office
Business Applications
1 11 (50.00%) Dynamics CRM
1 11 (50.00%) Salesforce.com CRM
Database & Business Intelligence
1 11 (50.00%) BusinessObjects
1 11 (50.00%) Relational Database
2 5 (22.73%) Data Warehouse
3 2 (9.09%) Big Data
General
1 4 (18.18%) Finance
1 4 (18.18%) Marketing
1 4 (18.18%) Retail
Job Titles
1 11 (50.00%) Analyst
1 11 (50.00%) SQL Analyst
2 7 (31.82%) Architect
2 7 (31.82%) Business Intelligence Analyst
2 7 (31.82%) Data Architect
2 7 (31.82%) Senior Architect
2 7 (31.82%) Senior Data Architect
3 4 (18.18%) Data Analyst
3 4 (18.18%) MI Manager
3 4 (18.18%) Senior Analyst
3 4 (18.18%) Senior Data Analyst
3 4 (18.18%) SQL Data Analyst
4 3 (13.64%) Senior Manager
4 3 (13.64%) Senior MI Manager
5 1 (4.55%) Analytics Manager
Miscellaneous
1 11 (50.00%) iPad
2 4 (18.18%) Analytical Skills
2 4 (18.18%) Management Information System
Operating Systems
1 4 (18.18%) Unix
Processes & Methodologies
1 16 (72.73%) Business Intelligence
1 16 (72.73%) Stakeholder Management
2 11 (50.00%) Actionable Insight
2 11 (50.00%) CRM
2 11 (50.00%) Trend Analysis
3 7 (31.82%) Data Modelling
4 5 (22.73%) Data Governance
4 5 (22.73%) Data Integration
4 5 (22.73%) Data Management
4 5 (22.73%) Enterprise Architecture
4 5 (22.73%) TOGAF
5 4 (18.18%) Analytics
5 4 (18.18%) Data Analysis
5 4 (18.18%) ERP
5 4 (18.18%) Risk Management
5 4 (18.18%) Root Cause Analysis
5 4 (18.18%) Supplier Management
5 4 (18.18%) Validation
6 2 (9.09%) Data Acquisition
Programming Languages
1 15 (68.18%) SQL
Qualifications
1 5 (22.73%) Degree
Quality Assurance & Compliance
1 6 (27.27%) Data Quality
Vendors
1 11 (50.00%) Salesforce.com
2 4 (18.18%) Alteryx
2 4 (18.18%) Oracle
2 4 (18.18%) SAP
2 4 (18.18%) Tableau