Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England > South West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 245 317 328
Rank change year-on-year +72 +11 -24
Permanent jobs citing Data Architecture 71 28 39
As % of all permanent IT jobs advertised in the South West 0.70% 0.26% 0.33%
As % of the Processes & Methodologies category 0.78% 0.29% 0.37%
Number of salaries quoted 49 13 32
South West median annual salary £48,500 £62,500 £48,750
Median salary % change year-on-year -22.40% +28.21% -15.22%
10th Percentile £37,100 £28,000 £32,625
90th Percentile £77,500 £93,725 £72,539
England median annual salary £65,000 £71,250 £67,500
% change year-on-year -8.77% +5.56% +3.85%

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

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9149 9655 10558
As % of all permanent IT jobs advertised in the South West 89.57% 88.86% 88.80%
Number of salaries quoted 7532 8042 8867
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Architecture
Job Vacancy Trend in the South West

Job postings citing Data Architecture as a percentage of all IT jobs advertised in the South West.

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 6 months to 19 November 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 6 months to 19 November 2017. 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
Somerset +30 39 £48,500 -33.10%
Devon +24 9 £45,544 -27.13%
Wiltshire - 8 - -
Gloucestershire +28 6 £38,000 -27.62% 1
Dorset 0 5 £75,000 -14.65% 1
Bristol -25 3 £32,500 +8.33%
Data Architecture
England

For the 6 months to 19 November 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 51 (71.83%) Data Modelling
2 43 (60.56%) Business Intelligence
3 35 (49.30%) Finance
4 29 (40.85%) SQL
5 28 (39.44%) SQL Server
5 28 (39.44%) Data Management
6 26 (36.62%) Agile Software Development
7 25 (35.21%) Marketing
7 25 (35.21%) Digital Marketing
7 25 (35.21%) SAP
7 25 (35.21%) Microsoft
7 25 (35.21%) Manufacturing
7 25 (35.21%) Programme Management
7 25 (35.21%) Electronics
7 25 (35.21%) Telecoms
8 24 (33.80%) SQL Server Reporting Services
9 22 (30.99%) Data Warehouse
10 21 (29.58%) Relational Database
11 19 (26.76%) Kimball Methodology
11 19 (26.76%) TOGAF
12 18 (25.35%) SQL Server Integration Services
13 17 (23.94%) Scrum
13 17 (23.94%) SQL Server Analysis Services
13 17 (23.94%) T-SQL
13 17 (23.94%) Data Strategy
14 15 (21.13%) Python
14 15 (21.13%) Data Analysis
14 15 (21.13%) Software Engineering
15 14 (19.72%) SQL Server 2008
15 14 (19.72%) RDBMS

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 9 (12.68%) SharePoint
2 1 (1.41%) WebLogic
2 1 (1.41%) WebSphere
Applications
1 5 (7.04%) Microsoft Excel
Business Applications
1 1 (1.41%) Oracle BPM
Cloud Services
1 13 (18.31%) Amazon AWS
2 7 (9.86%) Google Cloud Platform
2 7 (9.86%) Microsoft Azure
Communications & Networking
1 5 (7.04%) Skype
Database & Business Intelligence
1 28 (39.44%) SQL Server
2 24 (33.80%) SQL Server Reporting Services
3 22 (30.99%) Data Warehouse
4 21 (29.58%) Relational Database
5 18 (25.35%) SQL Server Integration Services
6 17 (23.94%) SQL Server Analysis Services
7 14 (19.72%) RDBMS
7 14 (19.72%) SQL Server 2008
7 14 (19.72%) Star Schema
8 12 (16.90%) Big Data
8 12 (16.90%) NoSQL
9 10 (14.08%) Geospatial Data
10 9 (12.68%) PostgreSQL
11 8 (11.27%) Power BI
12 7 (9.86%) QGIS
13 5 (7.04%) BusinessObjects
13 5 (7.04%) Data Mining
13 5 (7.04%) QlikView
14 1 (1.41%) IBM InfoSphere
Development Applications
1 4 (5.63%) ERwin
1 4 (5.63%) Git (software)
2 1 (1.41%) JMeter
2 1 (1.41%) LoadRunner
2 1 (1.41%) Selenium
2 1 (1.41%) SoapUI
General
1 35 (49.30%) Finance
2 25 (35.21%) Electronics
2 25 (35.21%) Manufacturing
2 25 (35.21%) Marketing
2 25 (35.21%) Telecoms
Job Titles
1 38 (53.52%) Architect
2 35 (49.30%) Data Architect
3 16 (22.54%) Developer
4 11 (15.49%) Business Intelligence Developer
5 10 (14.08%) Senior Architect
5 10 (14.08%) Senior Data Architect
6 9 (12.68%) SSRS Developer
7 8 (11.27%) Business Intelligence Lead
7 8 (11.27%) Team Leader
8 7 (9.86%) AWS Architect
8 7 (9.86%) Azure Architect
8 7 (9.86%) Java Architect
8 7 (9.86%) TOGAF Architect
9 5 (7.04%) Analyst
9 5 (7.04%) Big Data Architect
9 5 (7.04%) Data Analyst
9 5 (7.04%) Enterprise Architect
9 5 (7.04%) Enterprise Data Architect
9 5 (7.04%) NoSQL Architect
10 4 (5.63%) Senior Analyst
Libraries, Frameworks & Software Standards
1 7 (9.86%) PostGIS
2 6 (8.45%) XML
3 4 (5.63%) CSS
3 4 (5.63%) HTML
3 4 (5.63%) NumPy
4 1 (1.41%) JSON
4 1 (1.41%) SOAP
4 1 (1.41%) Web Services
4 1 (1.41%) XSD
Miscellaneous
1 13 (18.31%) Data Structures
2 12 (16.90%) Analytical Skills
3 7 (9.86%) Replication
4 6 (8.45%) Computer Science
4 6 (8.45%) Management Information System
5 5 (7.04%) Hybrid Cloud
6 3 (4.23%) Algorithms
6 3 (4.23%) Renewable Energy
7 2 (2.82%) Mainframe
7 2 (2.82%) Taxonomies
8 1 (1.41%) Enterprise Cloud
8 1 (1.41%) Greenfield Project
8 1 (1.41%) Tandem
Operating Systems
1 2 (2.82%) Windows
2 1 (1.41%) AIX
2 1 (1.41%) Linux
Processes & Methodologies
1 51 (71.83%) Data Modelling
2 43 (60.56%) Business Intelligence
3 28 (39.44%) Data Management
4 26 (36.62%) Agile Software Development
5 25 (35.21%) Digital Marketing
5 25 (35.21%) Programme Management
6 19 (26.76%) Kimball Methodology
6 19 (26.76%) TOGAF
7 17 (23.94%) Data Strategy
7 17 (23.94%) Scrum
8 15 (21.13%) Data Analysis
8 15 (21.13%) Software Engineering
9 14 (19.72%) Creative Problem-Solving
9 14 (19.72%) Strategic Thinking
10 12 (16.90%) Data Engineering
10 12 (16.90%) Data Security
11 11 (15.49%) Logical Data Model
11 11 (15.49%) Master Data Management
11 11 (15.49%) Physical Data Model
12 10 (14.08%) Enterprise Architecture
Programming Languages
1 29 (40.85%) SQL
2 17 (23.94%) T-SQL
3 15 (21.13%) Python
4 8 (11.27%) Java
5 1 (1.41%) C
5 1 (1.41%) C++
5 1 (1.41%) Shell Script
Qualifications
1 10 (14.08%) Degree
2 4 (5.63%) Numerate Degree
3 3 (4.23%) Computer Science Degree
4 2 (2.82%) ISEB
5 1 (1.41%) Security Cleared
Quality Assurance & Compliance
1 7 (9.86%) Data Quality
1 7 (9.86%) GCP
2 5 (7.04%) GDPR
Systems Management
1 3 (4.23%) Systems Management Server (SMS)
Vendors
1 25 (35.21%) Microsoft
1 25 (35.21%) SAP
2 3 (4.23%) IBM
2 3 (4.23%) Oracle
2 3 (4.23%) Tableau