Period
to 23 October 2018

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 23 October 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
England > South West
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 272 264 328
Rank change year-on-year -8 +64 +1
Permanent jobs citing Data Architecture 63 68 21
As % of all permanent IT jobs advertised in the South West 0.61% 0.67% 0.19%
As % of the Processes & Methodologies category 0.66% 0.73% 0.22%
Number of salaries quoted 51 48 9
South West median annual salary £70,000 £48,500 £62,500
Median salary % change year-on-year +44.33% -22.40% +38.89%
10th Percentile £52,500 £37,500 £28,000
90th Percentile £95,000 £77,500 £78,750
England median annual salary £70,000 £67,500 £70,000
% change year-on-year +3.70% -3.57% +3.70%

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 9,509 9,284 9,755
As % of all permanent IT jobs advertised in the South West 92.19% 91.48% 90.37%
Number of salaries quoted 7,753 7,654 8,167
South West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,000 £25,870
90th Percentile £67,500 £63,750 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 23 October 2018.

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 23 October 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
Wiltshire +6 22 £77,500 - 1
Bristol +28 20 £70,500 +123.81% 2
Dorset -17 16 £65,000 -13.33%
Gloucestershire +9 3 £80,000 +110.53%
Devon +9 2 £52,000 +14.17% 3
Data Architecture
England

For the 6 months to 23 October 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 South West region with a requirement for Data Architecture.

1 37 (58.73%) SQL
2 29 (46.03%) Agile Software Development
3 28 (44.44%) Finance
4 27 (42.86%) Data Modelling
5 25 (39.68%) Oracle
5 25 (39.68%) Big Data
6 24 (38.10%) Data Warehouse
7 23 (36.51%) Problem-Solving
8 19 (30.16%) Hadoop
9 18 (28.57%) Analytical Skills
10 17 (26.98%) Data Lake
11 16 (25.40%) Analytics
11 16 (25.40%) TOGAF
11 16 (25.40%) Data Mapping
12 15 (23.81%) IBM
12 15 (23.81%) CMMI
12 15 (23.81%) IBM InfoSphere
12 15 (23.81%) Innovative Thinking
13 14 (22.22%) Relational Database
14 13 (20.63%) Scrum
14 13 (20.63%) SQL Server
15 12 (19.05%) Teradata
15 12 (19.05%) Management Information System
16 11 (17.46%) UML
16 11 (17.46%) Business Intelligence
16 11 (17.46%) Visualisation
16 11 (17.46%) Amazon AWS
17 10 (15.87%) ETL
18 9 (14.29%) MySQL
18 9 (14.29%) Google

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 2 (3.17%) Apache Spark
2 1 (1.59%) BizTalk Server
2 1 (1.59%) Drupal
2 1 (1.59%) Oracle SOA Suite
2 1 (1.59%) SAS
Applications
1 2 (3.17%) Chatbot
Business Applications
1 2 (3.17%) Cognos Business Intelligence
1 2 (3.17%) Cognos TM1
Cloud Services
1 11 (17.46%) Amazon AWS
2 9 (14.29%) Google Cloud Platform
3 4 (6.35%) Microsoft Azure
4 3 (4.76%) PaaS
5 2 (3.17%) SaaS
Database & Business Intelligence
1 25 (39.68%) Big Data
2 24 (38.10%) Data Warehouse
3 19 (30.16%) Hadoop
4 17 (26.98%) Data Lake
5 15 (23.81%) IBM InfoSphere
6 14 (22.22%) Relational Database
7 13 (20.63%) SQL Server
8 9 (14.29%) BigQuery
8 9 (14.29%) MySQL
9 8 (12.70%) Amazon Redshift
9 8 (12.70%) Oracle Reports
9 8 (12.70%) RDBMS
9 8 (12.70%) SQL Server 2008
9 8 (12.70%) SQL Server 2012
9 8 (12.70%) SQL Server 2014
10 6 (9.52%) PostgreSQL
11 5 (7.94%) SQL Server Integration Services
12 4 (6.35%) Enterprise Data Warehouse
12 4 (6.35%) NoSQL
12 4 (6.35%) Power BI
Development Applications
1 6 (9.52%) ERwin
General
1 28 (44.44%) Finance
2 7 (11.11%) Banking
3 3 (4.76%) Marketing
4 2 (3.17%) Retail Banking
5 1 (1.59%) Law
5 1 (1.59%) Legal
5 1 (1.59%) Manufacturing
5 1 (1.59%) Retail
Job Titles
1 46 (73.02%) Architect
2 40 (63.49%) Data Architect
3 15 (23.81%) Oracle Architect
4 8 (12.70%) Solutions Architect
5 6 (9.52%) Big Data Architect
5 6 (9.52%) Cloud Architect
6 5 (7.94%) Data Engineer
6 5 (7.94%) Lead Architect
6 5 (7.94%) Lead Data Architect
7 3 (4.76%) Business Intelligence Lead
7 3 (4.76%) Developer
7 3 (4.76%) Hadoop Architect
8 2 (3.17%) Business Intelligence Developer
8 2 (3.17%) Cognos BI Developer
8 2 (3.17%) Cognos Developer
8 2 (3.17%) Data Scientist
8 2 (3.17%) Lead Solutions Architect
8 2 (3.17%) Senior Architect
8 2 (3.17%) Senior Data Architect
9 1 (1.59%) Business Intelligence Specialist
Libraries, Frameworks & Software Standards
1 1 (1.59%) .NET
1 1 (1.59%) XML
Miscellaneous
1 18 (28.57%) Analytical Skills
2 12 (19.05%) Management Information System
3 8 (12.70%) Clustering
4 7 (11.11%) Computer Science
5 6 (9.52%) Self-Motivation
6 4 (6.35%) Greenfield Project
7 3 (4.76%) Renewable Energy
8 2 (3.17%) Algorithms
9 1 (1.59%) Data Structures
9 1 (1.59%) Fintech
Operating Systems
1 8 (12.70%) CentOS
1 8 (12.70%) Linux
1 8 (12.70%) Red Hat Enterprise Linux
1 8 (12.70%) Ubuntu
2 3 (4.76%) Windows
Processes & Methodologies
1 29 (46.03%) Agile Software Development
2 27 (42.86%) Data Modelling
3 23 (36.51%) Problem-Solving
4 16 (25.40%) Analytics
4 16 (25.40%) Data Mapping
4 16 (25.40%) TOGAF
5 15 (23.81%) CMMI
5 15 (23.81%) Innovative Thinking
6 13 (20.63%) Scrum
7 11 (17.46%) Business Intelligence
7 11 (17.46%) UML
7 11 (17.46%) Visualisation
8 10 (15.87%) ETL
9 9 (14.29%) Data Analytics
9 9 (14.29%) Data Science
10 8 (12.70%) Data Protection
10 8 (12.70%) ERD
10 8 (12.70%) High Availability
10 8 (12.70%) Load Balancing
10 8 (12.70%) Software Engineering
Programming Languages
1 37 (58.73%) SQL
2 8 (12.70%) Python
3 3 (4.76%) R
Qualifications
1 7 (11.11%) Degree
2 2 (3.17%) Computer Science Degree
Quality Assurance & Compliance
1 8 (12.70%) ISO/IEC 27001
2 1 (1.59%) Data Quality
2 1 (1.59%) GDPR
Vendors
1 25 (39.68%) Oracle
2 15 (23.81%) IBM
3 12 (19.05%) Teradata
4 9 (14.29%) Google
5 8 (12.70%) Red Hat
6 7 (11.11%) Informatica
7 5 (7.94%) Cognos
7 5 (7.94%) Tableau
8 4 (6.35%) Cloudera
8 4 (6.35%) Hortonworks
8 4 (6.35%) MapR
8 4 (6.35%) Netezza
9 3 (4.76%) Casewise
9 3 (4.76%) Talend
10 1 (1.59%) Greenplum
10 1 (1.59%) Microsoft
10 1 (1.59%) MuleSoft
10 1 (1.59%) SnapLogic