The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Architecture
South West / Bristol
Rank 124 133 107
Rank change year-on-year +9 -26  
Permanent jobs citing Data Architecture 7 2 16
As % of all permanent IT jobs advertised in Bristol 0.38% 0.11% 0.84%
As % of the Processes & Methodologies category 0.42% 0.12% 0.98%
Number of salaries quoted 6 2 10
Median salary £40,000 £32,500 £44,500
Median salary % change year-on-year +23.07% -26.96%  
90% offered a salary of more than £33,750 £31,700 £32,500
10% offered a salary of more than £53,250 £33,300 £63,000
UK excluding London median salary £55,000 £58,750 £60,000
% change year-on-year -6.38% -2.08%  

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 Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1671 1661 1633
As % of all permanent IT job vacancies advertised in Bristol 90.91% 89.69% 85.41%
Number of salaries quoted 1377 1450 1370
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.17%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Architecture
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol 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 Bristol

Data Architecture
Salary Trend in Bristol

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

Salary trend for Data Architecture in Bristol

Data Architecture
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Architecture in Bristol over the 3 months to 24 March 2017.

Salary histogram for Data Architecture in Bristol

Data Architecture
Top 30 Related IT Skills in Bristol

For the 6 months to 24 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 Bristol region with a requirement for Data Architecture.

1 8 (72.73%) Business Intelligence
2 7 (63.64%) Data Warehouse
3 5 (45.45%) Agile Software Development
4 4 (36.36%) Data Modelling
4 4 (36.36%) Degree
5 3 (27.27%) Data Management
6 2 (18.18%) SQL Server Reporting Services
6 2 (18.18%) Logistics
6 2 (18.18%) SQL Server Integration Services
6 2 (18.18%) Microsoft
6 2 (18.18%) Migration
6 2 (18.18%) Web Services
6 2 (18.18%) SQL Server
6 2 (18.18%) SAP
6 2 (18.18%) SQL
6 2 (18.18%) T-SQL
6 2 (18.18%) Cognos Business Intelligence
6 2 (18.18%) Cognos
6 2 (18.18%) Relational Database
6 2 (18.18%) SQL Server Analysis Services
7 1 (9.09%) Data Migration
7 1 (9.09%) Data Validation
7 1 (9.09%) Reference Data
7 1 (9.09%) PowerShell
7 1 (9.09%) Team Foundation Server
7 1 (9.09%) RESTful
7 1 (9.09%) Hadoop
7 1 (9.09%) Amazon AWS
7 1 (9.09%) Open Source
7 1 (9.09%) Security Architecture

Data Architecture
Top Related IT Skills in Bristol 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 1 (9.09%) Apache Pig
1 1 (9.09%) Apache Spark
1 1 (9.09%) PowerExchange
Business Applications
1 2 (18.18%) Cognos Business Intelligence
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Google Cloud Platform
Communications & Networking
1 1 (9.09%) Firewall
1 1 (9.09%) SAN
Database & Business Intelligence
1 7 (63.64%) Data Warehouse
2 2 (18.18%) Relational Database
2 2 (18.18%) SQL Server
2 2 (18.18%) SQL Server Analysis Services
2 2 (18.18%) SQL Server Integration Services
2 2 (18.18%) SQL Server Reporting Services
3 1 (9.09%) Amazon DynamoDB
3 1 (9.09%) Amazon Redshift
3 1 (9.09%) Big Data
3 1 (9.09%) BigQuery
3 1 (9.09%) Cognos Framework Manager
3 1 (9.09%) Geospatial Data
3 1 (9.09%) GIS
3 1 (9.09%) Hadoop
3 1 (9.09%) Power BI
3 1 (9.09%) RDBMS
3 1 (9.09%) SAP BW
3 1 (9.09%) Spatial Data
Development Applications
1 1 (9.09%) Team Foundation Server
1 1 (9.09%) Visual Studio
General
1 1 (9.09%) Finance
1 1 (9.09%) Manufacturing
1 1 (9.09%) Retail
1 1 (9.09%) Telecoms
Job Titles
1 4 (36.36%) Business Intelligence Developer
1 4 (36.36%) Developer
2 2 (18.18%) Analyst
2 2 (18.18%) Architect
3 1 (9.09%) Business Analyst
3 1 (9.09%) Cognos BI Developer
3 1 (9.09%) Cognos Developer
3 1 (9.09%) Consultant
3 1 (9.09%) Data Architect
3 1 (9.09%) DBA
3 1 (9.09%) Enterprise Consultant
3 1 (9.09%) Enterprise Management Consultant
3 1 (9.09%) GIS Analyst
3 1 (9.09%) GIS Business Analyst
3 1 (9.09%) Information Management Consultant
3 1 (9.09%) Management Consultant
3 1 (9.09%) Solutions Architect
3 1 (9.09%) SQL DBA
3 1 (9.09%) Technical Leader
Libraries, Frameworks & Software Standards
1 2 (18.18%) Web Services
2 1 (9.09%) .NET
2 1 (9.09%) CSS
2 1 (9.09%) HTML
2 1 (9.09%) J2EE
2 1 (9.09%) jQuery
2 1 (9.09%) Middleware
2 1 (9.09%) RESTful
2 1 (9.09%) SOAP
2 1 (9.09%) Spring
Miscellaneous
1 1 (9.09%) Analytical Skills
1 1 (9.09%) Clustering
1 1 (9.09%) Computer Science
1 1 (9.09%) Enterprise Software
1 1 (9.09%) Management Information System
1 1 (9.09%) Reference Data
Processes & Methodologies
1 8 (72.73%) Business Intelligence
2 5 (45.45%) Agile Software Development
3 4 (36.36%) Data Modelling
4 3 (27.27%) Data Management
5 2 (18.18%) Logistics
5 2 (18.18%) Migration
6 1 (9.09%) Business Analysis
6 1 (9.09%) Change Management
6 1 (9.09%) Content Management
6 1 (9.09%) Disaster Recovery
6 1 (9.09%) Information Management
6 1 (9.09%) Knowledge Management
6 1 (9.09%) MVC
6 1 (9.09%) Network Design
6 1 (9.09%) Quality Management
6 1 (9.09%) Software Engineering
6 1 (9.09%) TDD
6 1 (9.09%) TOGAF
6 1 (9.09%) Validation
6 1 (9.09%) Zachman Framework
Programming Languages
1 2 (18.18%) SQL
1 2 (18.18%) T-SQL
2 1 (9.09%) C#
2 1 (9.09%) Java
2 1 (9.09%) JavaScript
2 1 (9.09%) PowerShell
2 1 (9.09%) TypeScript
Qualifications
1 4 (36.36%) Degree
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
1 1 (9.09%) QA
Vendors
1 2 (18.18%) Cognos
1 2 (18.18%) Microsoft
1 2 (18.18%) SAP
2 1 (9.09%) ATG
2 1 (9.09%) hybris
2 1 (9.09%) Informatica