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

Data Architecture
England > South West
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 301 297 322
Rank change year-on-year -4 +25 -40
Permanent jobs citing Data Architecture 44 39 38
As % of all permanent IT jobs advertised in the South West 0.41% 0.38% 0.34%
As % of the Processes & Methodologies category 0.46% 0.42% 0.37%
Number of salaries quoted 38 27 30
South West median annual salary £57,031 £45,000 £59,500
Median salary % change year-on-year +26.73% -24.37% +33.71%
10th Percentile £40,250 £35,500 £32,500
90th Percentile £97,500 £77,450 £76,600
England median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +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 9,653 9,316 10,187
As % of all permanent IT jobs advertised in the South West 90.64% 91.34% 90.20%
Number of salaries quoted 7,932 7,645 8,475
South West median annual salary £42,500 £41,000 £40,000
Median salary % change year-on-year +3.66% +2.50% +1.27%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £63,750 £65,000 £65,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

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 April 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 April 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
Gloucestershire +33 13 £55,000 +22.22% 2
Somerset +15 11 £41,626 -
Bristol -5 11 £62,500 +56.25% 2
Dorset -39 6 £58,250 -35.28% 4
Devon - 2 £64,000 -
Data Architecture
England

For the 6 months to 23 April 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 27 (61.36%) Data Modelling
2 22 (50.00%) Big Data
3 18 (40.91%) SQL
4 17 (38.64%) Business Intelligence
5 16 (36.36%) Agile Software Development
6 15 (34.09%) Data Warehouse
7 14 (31.82%) Finance
8 13 (29.55%) Data Analysis
9 12 (27.27%) TOGAF
10 11 (25.00%) Data Management
10 11 (25.00%) Analytical Skills
10 11 (25.00%) Problem-Solving
11 10 (22.73%) Machine Learning
11 10 (22.73%) NoSQL
11 10 (22.73%) Enterprise Architecture
11 10 (22.73%) SQL Server
12 9 (20.45%) Microsoft
12 9 (20.45%) Geospatial Data
13 8 (18.18%) IBM
13 8 (18.18%) Data Integration
14 7 (15.91%) ERwin
14 7 (15.91%) Amazon AWS
14 7 (15.91%) Master Data Management
15 6 (13.64%) Kimball Methodology
15 6 (13.64%) Tableau
15 6 (13.64%) Data Quality
15 6 (13.64%) Data Engineering
15 6 (13.64%) Data Security
15 6 (13.64%) Migration
15 6 (13.64%) Scrum

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 4 (9.09%) SAS
2 3 (6.82%) WebLogic
2 3 (6.82%) WebSphere
3 2 (4.55%) SharePoint
4 1 (2.27%) Apache Spark
4 1 (2.27%) Drupal
4 1 (2.27%) Oracle SOA Suite
Applications
1 3 (6.82%) Microsoft Excel
Business Applications
1 3 (6.82%) Cognos Business Intelligence
1 3 (6.82%) Oracle BPM
2 2 (4.55%) Cognos TM1
Cloud Services
1 7 (15.91%) Amazon AWS
2 1 (2.27%) Microsoft Azure
Communications & Networking
1 5 (11.36%) SMS
Database & Business Intelligence
1 22 (50.00%) Big Data
2 15 (34.09%) Data Warehouse
3 10 (22.73%) NoSQL
3 10 (22.73%) SQL Server
4 9 (20.45%) Geospatial Data
5 5 (11.36%) Hadoop
6 4 (9.09%) Apache Cassandra
7 3 (6.82%) BusinessObjects
7 3 (6.82%) IBM InfoSphere
7 3 (6.82%) SQL Server Reporting Services
8 2 (4.55%) Cognos Report Studio
8 2 (4.55%) PostgreSQL
8 2 (4.55%) Power BI
8 2 (4.55%) Relational Database
8 2 (4.55%) SQL Server 2008
8 2 (4.55%) SQL Server Analysis Services
8 2 (4.55%) SQL Server Integration Services
9 1 (2.27%) Data Lake
9 1 (2.27%) MongoDB
9 1 (2.27%) SQL Server 2012
Development Applications
1 7 (15.91%) ERwin
2 3 (6.82%) JMeter
2 3 (6.82%) LoadRunner
2 3 (6.82%) Selenium
2 3 (6.82%) SoapUI
General
1 14 (31.82%) Finance
2 5 (11.36%) Financial Institution
3 4 (9.09%) Banking
3 4 (9.09%) Retail
4 2 (4.55%) Electronics
4 2 (4.55%) Manufacturing
4 2 (4.55%) Marketing
4 2 (4.55%) Telecoms
Job Titles
1 26 (59.09%) Architect
2 18 (40.91%) Data Architect
3 8 (18.18%) Developer
3 8 (18.18%) Senior Architect
3 8 (18.18%) Senior Data Architect
4 5 (11.36%) Analyst
4 5 (11.36%) Data Analyst
5 4 (9.09%) Business Intelligence Developer
5 4 (9.09%) Domain Architect
5 4 (9.09%) Enterprise Architect
5 4 (9.09%) Enterprise Data Architect
5 4 (9.09%) Information Architect
6 3 (6.82%) C++ Developer
6 3 (6.82%) C++/Java Developer
6 3 (6.82%) Financial Analyst
6 3 (6.82%) Java Developer
6 3 (6.82%) Senior Analyst
6 3 (6.82%) Senior Data Analyst
6 3 (6.82%) SQL BI Developer
6 3 (6.82%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (9.09%) Kafka
2 3 (6.82%) JSON
2 3 (6.82%) SOAP
2 3 (6.82%) WebSphere MQ
2 3 (6.82%) XML
2 3 (6.82%) XSD
3 1 (2.27%) .NET
Miscellaneous
1 11 (25.00%) Analytical Skills
2 2 (4.55%) Data Structures
2 2 (4.55%) Hybrid Cloud
2 2 (4.55%) Management Information System
2 2 (4.55%) NHS
2 2 (4.55%) Self-Motivation
3 1 (2.27%) Fintech
3 1 (2.27%) Mainframe
3 1 (2.27%) Robotics
3 1 (2.27%) Taxonomies
Operating Systems
1 3 (6.82%) AIX
1 3 (6.82%) Linux
2 1 (2.27%) Windows
Processes & Methodologies
1 27 (61.36%) Data Modelling
2 17 (38.64%) Business Intelligence
3 16 (36.36%) Agile Software Development
4 13 (29.55%) Data Analysis
5 12 (27.27%) TOGAF
6 11 (25.00%) Data Management
6 11 (25.00%) Problem-Solving
7 10 (22.73%) Enterprise Architecture
7 10 (22.73%) Machine Learning
8 8 (18.18%) Data Integration
9 7 (15.91%) Master Data Management
10 6 (13.64%) Data Engineering
10 6 (13.64%) Data Migration
10 6 (13.64%) Data Security
10 6 (13.64%) ETL
10 6 (13.64%) Kimball Methodology
10 6 (13.64%) Migration
10 6 (13.64%) Risk Management
10 6 (13.64%) Scrum
10 6 (13.64%) Software Engineering
Programming Languages
1 18 (40.91%) SQL
2 6 (13.64%) C
3 5 (11.36%) R
4 4 (9.09%) Python
5 3 (6.82%) C++
5 3 (6.82%) Java
5 3 (6.82%) Shell Script
5 3 (6.82%) T-SQL
Qualifications
1 6 (13.64%) Degree
2 5 (11.36%) Security Cleared
3 4 (9.09%) Numerate Degree
4 3 (6.82%) TOGAF Certification
5 1 (2.27%) ISEB
5 1 (2.27%) SC Cleared
Quality Assurance & Compliance
1 6 (13.64%) Data Quality
2 2 (4.55%) GDPR
2 2 (4.55%) HL7
2 2 (4.55%) SNOMED CT
System Software
1 1 (2.27%) HDFS
Systems Management
1 2 (4.55%) Systems Management Server (SMS)
Vendors
1 9 (20.45%) Microsoft
2 8 (18.18%) IBM
3 6 (13.64%) Tableau
4 5 (11.36%) Oracle
5 4 (9.09%) Google
5 4 (9.09%) Hortonworks
5 4 (9.09%) Teradata
6 3 (6.82%) Cognos
7 2 (4.55%) SAP
8 1 (2.27%) Capita