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

Data Architecture
England / South West
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 214 232 236
Rank change year-on-year +18 +4  
Permanent jobs citing Data Architecture 28 6 15
As % of all permanent IT jobs advertised in the South West 0.53% 0.11% 0.25%
As % of the Processes & Methodologies category 0.58% 0.13% 0.29%
Number of salaries quoted 13 5 8
Median salary £48,500 £70,000 £51,250
Median salary % change year-on-year -30.71% +36.58%  
90% offered a salary of more than £40,000 £43,130 £39,000
10% offered a salary of more than £117,700 £71,500 £70,750
UK excluding London median salary £56,993 £57,500 £55,000
% change year-on-year -0.88% +4.54%  

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 the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4806 4628 5174
As % of all permanent IT job vacancies advertised in the South West 90.39% 88.37% 86.84%
Number of salaries quoted 3954 3878 4327
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Architecture
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West 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 the South West

Data Architecture
Salary Trend in the South West

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

Salary trend for Data Architecture in the South West

Data Architecture
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Architecture in the South West over the 3 months to 27 June 2017.

Salary histogram for Data Architecture in the South West

Data Architecture
Job Locations in the South 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 South West region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Somerset +16 17 £48,500 -15.65% 2
Wiltshire +3 4 - - 2
Devon +8 2 £45,000 +34.12% 2
Gloucestershire -4 2 £25,500 -64.82%
Bristol - 1 £45,000 -
Data Architecture
England

For the 6 months to 27 June 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 South West region with a requirement for Data Architecture.

1 35 (72.92%) Business Intelligence
2 28 (58.33%) Data Warehouse
3 20 (41.67%) Data Modelling
3 20 (41.67%) SQL Server
4 19 (39.58%) SQL Server Reporting Services
5 18 (37.50%) Microsoft
6 17 (35.42%) SQL
6 17 (35.42%) Finance
6 17 (35.42%) Relational Database
7 16 (33.33%) Programme Management
7 16 (33.33%) Data Management
7 16 (33.33%) SQL Server Analysis Services
8 15 (31.25%) SQL Server Integration Services
8 15 (31.25%) Kimball Methodology
8 15 (31.25%) Agile Software Development
8 15 (31.25%) SAP
9 14 (29.17%) Electronics
9 14 (29.17%) Telecoms
9 14 (29.17%) Manufacturing
9 14 (29.17%) SAP Oil and Gas
9 14 (29.17%) Digital Marketing
9 14 (29.17%) Marketing
10 13 (27.08%) T-SQL
11 12 (25.00%) RDBMS
12 11 (22.92%) SQL Server 2008
13 10 (20.83%) Star Schema
13 10 (20.83%) Management Information System
13 10 (20.83%) Scrum
13 10 (20.83%) Creative Problem-Solving
14 9 (18.75%) Degree

Data Architecture
Co-occurring IT Skills in the South 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 6 (12.50%) SharePoint
2 5 (10.42%) Apache Pig
2 5 (10.42%) Apache Spark
Business Applications
1 14 (29.17%) SAP Oil and Gas
2 3 (6.25%) Cognos Business Intelligence
Cloud Services
1 6 (12.50%) Amazon AWS
2 5 (10.42%) Google Cloud Platform
3 4 (8.33%) Microsoft Azure
Communications & Networking
1 6 (12.50%) Skype
2 3 (6.25%) Network Security
3 1 (2.08%) SAN
Database & Business Intelligence
1 28 (58.33%) Data Warehouse
2 20 (41.67%) SQL Server
3 19 (39.58%) SQL Server Reporting Services
4 17 (35.42%) Relational Database
5 16 (33.33%) SQL Server Analysis Services
6 15 (31.25%) SQL Server Integration Services
7 12 (25.00%) RDBMS
8 11 (22.92%) SQL Server 2008
9 10 (20.83%) Star Schema
10 7 (14.58%) Big Data
10 7 (14.58%) Power BI
11 6 (12.50%) QlikView
12 5 (10.42%) Hadoop
13 4 (8.33%) Apache Hive
13 4 (8.33%) Impala
13 4 (8.33%) Sqoop
14 2 (4.17%) Geospatial Data
14 2 (4.17%) PostgreSQL
14 2 (4.17%) QGIS
15 1 (2.08%) GIS
Development Applications
1 2 (4.17%) Git (software)
2 1 (2.08%) Team Foundation Server
2 1 (2.08%) Visual Studio
General
1 17 (35.42%) Finance
2 14 (29.17%) Electronics
2 14 (29.17%) Manufacturing
2 14 (29.17%) Marketing
2 14 (29.17%) Telecoms
3 2 (4.17%) Advertising
4 1 (2.08%) Legal
Job Titles
1 18 (37.50%) Architect
2 15 (31.25%) Data Architect
3 12 (25.00%) Developer
4 8 (16.67%) Business Intelligence Developer
5 7 (14.58%) Business Intelligence Lead
5 7 (14.58%) Team Leader
6 4 (8.33%) AWS Architect
6 4 (8.33%) Azure Architect
6 4 (8.33%) Business Intelligence Architect
6 4 (8.33%) Business Intelligence Solutions Architect
6 4 (8.33%) Java Architect
6 4 (8.33%) Solutions Architect
6 4 (8.33%) TOGAF Architect
7 3 (6.25%) Analyst
7 3 (6.25%) Business Solution Architect
7 3 (6.25%) IT Director
7 3 (6.25%) Senior Developer
7 3 (6.25%) Services Director
7 3 (6.25%) SSRS Developer
8 2 (4.17%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 3 (6.25%) .NET
1 3 (6.25%) CSS
1 3 (6.25%) HTML
2 2 (4.17%) NumPy
2 2 (4.17%) PostGIS
3 1 (2.08%) jQuery
3 1 (2.08%) Web Services
Miscellaneous
1 10 (20.83%) Management Information System
2 8 (16.67%) Computer Science
3 5 (10.42%) Greenfield Project
4 4 (8.33%) Data Structures
4 4 (8.33%) Replication
5 3 (6.25%) Data Centre
5 3 (6.25%) Foreign Exchange (FX)
6 2 (4.17%) Analytical Skills
7 1 (2.08%) Clustering
7 1 (2.08%) Enterprise Cloud
7 1 (2.08%) Tandem
Operating Systems
1 2 (4.17%) Unix
Processes & Methodologies
1 35 (72.92%) Business Intelligence
2 20 (41.67%) Data Modelling
3 16 (33.33%) Data Management
3 16 (33.33%) Programme Management
4 15 (31.25%) Agile Software Development
4 15 (31.25%) Kimball Methodology
5 14 (29.17%) Digital Marketing
6 10 (20.83%) Creative Problem-Solving
6 10 (20.83%) Scrum
7 6 (12.50%) Data Strategy
7 6 (12.50%) IT Governance
7 6 (12.50%) Logical Data Model
7 6 (12.50%) Physical Data Model
8 5 (10.42%) Stakeholder Management
8 5 (10.42%) TOGAF
9 4 (8.33%) Data Security
9 4 (8.33%) Enterprise Architecture
9 4 (8.33%) IT Strategy
9 4 (8.33%) Technical Architecture
10 3 (6.25%) People Management
Programming Languages
1 17 (35.42%) SQL
2 13 (27.08%) T-SQL
3 6 (12.50%) Python
4 4 (8.33%) Java
5 2 (4.17%) PL/SQL
6 1 (2.08%) C#
6 1 (2.08%) JavaScript
6 1 (2.08%) PowerShell
6 1 (2.08%) TypeScript
Qualifications
1 9 (18.75%) Degree
2 1 (2.08%) Computer Science Degree
Quality Assurance & Compliance
1 4 (8.33%) GCP
System Software
1 3 (6.25%) Active Directory
Vendors
1 18 (37.50%) Microsoft
2 15 (31.25%) SAP
3 3 (6.25%) Cognos
3 3 (6.25%) Oracle
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Salary: From £65,000 to £75,000 per annum DOE + Benefits
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Salary: Unspecified DOE + Benefits
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