Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
South West > Gloucestershire
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 114 152 135
Rank change year-on-year +38 -17 +11
Permanent jobs citing Data Architecture 13 13 6
As % of all permanent IT jobs advertised in Gloucestershire 0.90% 0.61% 0.30%
As % of the Processes & Methodologies category 1.00% 0.66% 0.33%
Number of salaries quoted 8 9 3
Gloucestershire median annual salary £75,000 £45,000 £61,500
Median salary % change year-on-year +66.67% -26.83% -
10th Percentile £39,175 £40,000 £58,250
90th Percentile £97,500 £62,000 £82,950
South West median annual salary £53,750 £52,500 £45,000
% change year-on-year +2.38% +16.67% -10.00%

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 1,297 1,961 1,800
As % of all permanent IT jobs advertised in Gloucestershire 90.07% 91.29% 90.23%
Number of salaries quoted 1,045 1,607 1,317
Gloucestershire median annual salary £45,000 £42,000 £42,500
Median salary % change year-on-year +7.14% -1.18% +6.25%
10th Percentile £26,250 £27,500 £26,750
90th Percentile £63,250 £62,500 £65,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +2.56%

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 20 February 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 20 February 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
Cirencester -10 8 £41,500 -
Gloucester +25 4 £95,000 +126.19%
Data Architecture
South West

For the 6 months to 20 February 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 13 (100.00%) SQL
2 11 (84.62%) Finance
3 9 (69.23%) Data Warehouse
4 8 (61.54%) Data Modelling
4 8 (61.54%) ERwin
4 8 (61.54%) Data Management
4 8 (61.54%) Data Analysis
5 7 (53.85%) Business Intelligence
5 7 (53.85%) SQL Server
5 7 (53.85%) Big Data
6 6 (46.15%) Kimball Methodology
6 6 (46.15%) Numerate Degree
6 6 (46.15%) Degree
6 6 (46.15%) Mathematics
7 5 (38.46%) Agile Software Development
7 5 (38.46%) IBM
7 5 (38.46%) BusinessObjects
8 4 (30.77%) Project Management
8 4 (30.77%) Microsoft
8 4 (30.77%) Teradata
8 4 (30.77%) Financial Institution
8 4 (30.77%) SAS
8 4 (30.77%) Banking
8 4 (30.77%) Retail
8 4 (30.77%) Google
8 4 (30.77%) Statistical Analysis
8 4 (30.77%) Enterprise Architecture
8 4 (30.77%) Hadoop
8 4 (30.77%) Visualisation
8 4 (30.77%) Amazon AWS

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 (30.77%) SAS
2 1 (7.69%) WebLogic
2 1 (7.69%) WebSphere
Applications
1 1 (7.69%) Microsoft Excel
Business Applications
1 1 (7.69%) Oracle BPM
Cloud Services
1 4 (30.77%) Amazon AWS
Communications & Networking
1 2 (15.38%) SMS
Database & Business Intelligence
1 9 (69.23%) Data Warehouse
2 7 (53.85%) Big Data
2 7 (53.85%) SQL Server
3 5 (38.46%) BusinessObjects
4 4 (30.77%) Apache Cassandra
4 4 (30.77%) Hadoop
4 4 (30.77%) NoSQL
5 1 (7.69%) IBM InfoSphere
5 1 (7.69%) SQL Server 2008
5 1 (7.69%) SQL Server 2012
Development Applications
1 8 (61.54%) ERwin
2 1 (7.69%) JMeter
2 1 (7.69%) LoadRunner
2 1 (7.69%) Selenium
2 1 (7.69%) SoapUI
General
1 11 (84.62%) Finance
2 4 (30.77%) Banking
2 4 (30.77%) Financial Institution
2 4 (30.77%) Retail
Job Titles
1 7 (53.85%) Analyst
1 7 (53.85%) Data Analyst
2 5 (38.46%) Architect
2 5 (38.46%) Financial Analyst
2 5 (38.46%) Senior Analyst
2 5 (38.46%) Senior Data Analyst
3 4 (30.77%) Domain Architect
3 4 (30.77%) Information Architect
4 3 (23.08%) Business Intelligence Analyst
4 3 (23.08%) Business Intelligence Data Analyst
4 3 (23.08%) Senior Business Intelligence Analyst
4 3 (23.08%) Senior Financial Analyst
5 2 (15.38%) SQL Analyst
5 2 (15.38%) SQL Data Analyst
6 1 (7.69%) C++ Developer
6 1 (7.69%) C++/Java Developer
6 1 (7.69%) Data Architect
6 1 (7.69%) Developer
6 1 (7.69%) Java Developer
Libraries, Frameworks & Software Standards
1 4 (30.77%) Kafka
2 1 (7.69%) JSON
2 1 (7.69%) SOAP
2 1 (7.69%) XML
2 1 (7.69%) XSD
Miscellaneous
1 2 (15.38%) Analytical Skills
Operating Systems
1 1 (7.69%) AIX
1 1 (7.69%) Linux
Processes & Methodologies
1 8 (61.54%) Data Analysis
1 8 (61.54%) Data Management
1 8 (61.54%) Data Modelling
2 7 (53.85%) Business Intelligence
3 6 (46.15%) Kimball Methodology
3 6 (46.15%) Mathematics
4 5 (38.46%) Agile Software Development
5 4 (30.77%) Data Visualisation
5 4 (30.77%) Enterprise Architecture
5 4 (30.77%) Machine Learning
5 4 (30.77%) Project Management
5 4 (30.77%) Statistical Analysis
5 4 (30.77%) Visualisation
6 3 (23.08%) Data Integration
7 1 (7.69%) Analytical Thinking
7 1 (7.69%) ETL
7 1 (7.69%) OOP
7 1 (7.69%) Scrum
7 1 (7.69%) Web Accessibility
Programming Languages
1 13 (100.00%) SQL
2 4 (30.77%) R
3 1 (7.69%) C
3 1 (7.69%) C++
3 1 (7.69%) Java
3 1 (7.69%) Python
3 1 (7.69%) Shell Script
Qualifications
1 6 (46.15%) Degree
1 6 (46.15%) Numerate Degree
2 1 (7.69%) Security Cleared
Vendors
1 5 (38.46%) IBM
2 4 (30.77%) Google
2 4 (30.77%) Hortonworks
2 4 (30.77%) Microsoft
2 4 (30.77%) Tableau
2 4 (30.77%) Teradata
3 1 (7.69%) Oracle