Period
to 23 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 23 June 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
South West > Gloucestershire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 121 139 147
Rank change year-on-year +18 +8 -9
Permanent jobs citing Data Architecture 9 6 4
As % of all permanent IT jobs advertised in Gloucestershire 0.56% 0.34% 0.19%
As % of the Processes & Methodologies category 0.61% 0.36% 0.22%
Number of salaries quoted 9 5 1
Gloucestershire median annual salary £55,000 £42,500 £72,500
Median salary % change year-on-year +29.41% -41.38% +81.25%
10th Percentile £46,150 £30,550 £66,250
90th Percentile £97,500 £50,000 £78,750
South West median annual salary £65,000 £48,500 £70,000
% change year-on-year +34.02% -30.71% +52.17%

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,485 1,646 1,839
As % of all permanent IT jobs advertised in Gloucestershire 91.84% 92.89% 89.53%
Number of salaries quoted 1,229 1,323 1,249
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +8.43%
10th Percentile £26,250 £26,000 £27,200
90th Percentile £65,150 £63,750 £66,250
South West median annual salary £42,500 £41,377 £40,000
% change year-on-year +2.72% +3.44% -

Data Architecture
Job Vacancy Trend in Gloucestershire

Job postings citing Data Architecture as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Data Architecture in Gloucestershire

Data Architecture
Salary Trend in Gloucestershire

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

Salary trend for Data Architecture in Gloucestershire

Data Architecture
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Architecture in Gloucestershire over the 6 months to 23 June 2018.

Salary histogram for Data Architecture in Gloucestershire

Data Architecture
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Gloucestershire region over the 6 months to 23 June 2018. 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
Gloucester +13 4 £95,000 +118.39%
Cirencester +15 2 £47,625 +86.76%
Data Architecture
South West

For the 6 months to 23 June 2018, IT jobs citing Data Architecture also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Gloucestershire region with a requirement for Data Architecture.

1 9 (100.00%) SQL
1 9 (100.00%) Big Data
2 7 (77.78%) Agile Software Development
2 7 (77.78%) IBM
3 5 (55.56%) Finance
3 5 (55.56%) Data Warehouse
3 5 (55.56%) Data Integration
4 4 (44.44%) Banking
4 4 (44.44%) Retail
4 4 (44.44%) Google
4 4 (44.44%) Statistical Analysis
4 4 (44.44%) Enterprise Architecture
4 4 (44.44%) Hortonworks
4 4 (44.44%) Kafka
4 4 (44.44%) R
4 4 (44.44%) Data Visualisation
4 4 (44.44%) Tableau
4 4 (44.44%) Machine Learning
4 4 (44.44%) Hadoop
4 4 (44.44%) Visualisation
4 4 (44.44%) Amazon AWS
4 4 (44.44%) Apache Cassandra
4 4 (44.44%) NoSQL
4 4 (44.44%) SAS
4 4 (44.44%) Teradata
4 4 (44.44%) Project Management
4 4 (44.44%) Financial Institution
4 4 (44.44%) Microsoft
4 4 (44.44%) Analytical Skills
4 4 (44.44%) Problem-Solving

Data Architecture
Co-occurring IT Skills in Gloucestershire 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 (44.44%) SAS
2 3 (33.33%) WebLogic
2 3 (33.33%) WebSphere
Applications
1 1 (11.11%) Microsoft Excel
Business Applications
1 3 (33.33%) Oracle BPM
Cloud Services
1 4 (44.44%) Amazon AWS
Communications & Networking
1 2 (22.22%) SMS
Database & Business Intelligence
1 9 (100.00%) Big Data
2 5 (55.56%) Data Warehouse
3 4 (44.44%) Apache Cassandra
3 4 (44.44%) Hadoop
3 4 (44.44%) NoSQL
4 3 (33.33%) IBM InfoSphere
5 1 (11.11%) SQL Server
5 1 (11.11%) SQL Server 2008
5 1 (11.11%) SQL Server 2012
Development Applications
1 3 (33.33%) JMeter
1 3 (33.33%) LoadRunner
1 3 (33.33%) Selenium
1 3 (33.33%) SoapUI
2 2 (22.22%) ERwin
General
1 5 (55.56%) Finance
2 4 (44.44%) Banking
2 4 (44.44%) Financial Institution
2 4 (44.44%) Retail
Job Titles
1 5 (55.56%) Architect
2 4 (44.44%) Domain Architect
2 4 (44.44%) Information Architect
3 3 (33.33%) C++ Developer
3 3 (33.33%) C++/Java Developer
3 3 (33.33%) Developer
3 3 (33.33%) Java Developer
4 1 (11.11%) Analyst
4 1 (11.11%) Business Intelligence Analyst
4 1 (11.11%) Business Intelligence Data Analyst
4 1 (11.11%) Data Analyst
4 1 (11.11%) Data Architect
4 1 (11.11%) Senior Analyst
4 1 (11.11%) Senior Business Intelligence Analyst
4 1 (11.11%) Senior Data Analyst
4 1 (11.11%) SQL Analyst
4 1 (11.11%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (44.44%) Kafka
2 3 (33.33%) JSON
2 3 (33.33%) SOAP
2 3 (33.33%) WebSphere MQ
2 3 (33.33%) XML
2 3 (33.33%) XSD
Miscellaneous
1 4 (44.44%) Analytical Skills
Operating Systems
1 3 (33.33%) AIX
1 3 (33.33%) Linux
Processes & Methodologies
1 7 (77.78%) Agile Software Development
2 5 (55.56%) Data Integration
3 4 (44.44%) Data Visualisation
3 4 (44.44%) Enterprise Architecture
3 4 (44.44%) Machine Learning
3 4 (44.44%) Problem-Solving
3 4 (44.44%) Project Management
3 4 (44.44%) Statistical Analysis
3 4 (44.44%) Visualisation
4 3 (33.33%) Analytical Thinking
4 3 (33.33%) ETL
4 3 (33.33%) OOP
4 3 (33.33%) Scrum
4 3 (33.33%) Web Accessibility
5 2 (22.22%) Data Analysis
5 2 (22.22%) Data Management
5 2 (22.22%) Data Modelling
6 1 (11.11%) Business Intelligence
Programming Languages
1 9 (100.00%) SQL
2 4 (44.44%) R
3 3 (33.33%) C
3 3 (33.33%) C++
3 3 (33.33%) Java
3 3 (33.33%) Python
3 3 (33.33%) Shell Script
Qualifications
1 3 (33.33%) Security Cleared
Vendors
1 7 (77.78%) IBM
2 4 (44.44%) Google
2 4 (44.44%) Hortonworks
2 4 (44.44%) Microsoft
2 4 (44.44%) Tableau
2 4 (44.44%) Teradata
3 3 (33.33%) Oracle