Period
to 20 January 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
England > South West
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 284 311 312
Rank change year-on-year +27 +1 -18
Permanent jobs citing Data Architecture 51 33 43
As % of all permanent IT jobs advertised in the South West 0.51% 0.31% 0.37%
As % of the Processes & Methodologies category 0.57% 0.35% 0.42%
Number of salaries quoted 44 18 36
South West median annual salary £50,000 £62,000 £45,000
Median salary % change year-on-year -19.35% +37.78% -14.29%
10th Percentile £38,325 £36,625 £32,500
90th Percentile £82,750 £90,538 £72,799
England median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +8.00%

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 8,978 9,396 10,348
As % of all permanent IT jobs advertised in the South West 89.09% 89.47% 89.73%
Number of salaries quoted 7,371 7,788 8,697
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £26,250 £26,250 £25,650
90th Percentile £63,750 £65,000 £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 20 January 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 20 January 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
Somerset +22 21 £47,500 -34.48% 2
Gloucestershire +37 11 £75,000 +66.67% 4
Devon - 7 £50,544 - 1
Dorset -24 6 £75,000 -14.65%
Bristol -21 4 £37,500 +15.38% 3
Wiltshire -4 1 - -
Data Architecture
England

For the 6 months to 20 January 2018, 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 38 (74.51%) Data Modelling
2 23 (45.10%) Business Intelligence
3 22 (43.14%) SQL
3 22 (43.14%) Finance
4 21 (41.18%) Data Management
5 18 (35.29%) Agile Software Development
5 18 (35.29%) Data Analysis
6 15 (29.41%) Data Warehouse
6 15 (29.41%) Big Data
7 14 (27.45%) SQL Server
8 13 (25.49%) Microsoft
8 13 (25.49%) Software Engineering
8 13 (25.49%) NoSQL
9 12 (23.53%) Analytical Skills
9 12 (23.53%) Data Strategy
10 11 (21.57%) Master Data Management
10 11 (21.57%) Machine Learning
10 11 (21.57%) TOGAF
11 10 (19.61%) Degree
11 10 (19.61%) Data Engineering
11 10 (19.61%) Geospatial Data
12 9 (17.65%) Kimball Methodology
12 9 (17.65%) SQL Server Integration Services
12 9 (17.65%) SQL Server Reporting Services
12 9 (17.65%) Mathematics
12 9 (17.65%) Amazon AWS
13 8 (15.69%) SQL Server Analysis Services
13 8 (15.69%) Project Management
13 8 (15.69%) Data Security
13 8 (15.69%) Data Quality

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 5 (9.80%) SharePoint
2 3 (5.88%) SAS
3 1 (1.96%) WebLogic
3 1 (1.96%) WebSphere
Applications
1 6 (11.76%) Microsoft Excel
Business Applications
1 1 (1.96%) Oracle BPM
Cloud Services
1 9 (17.65%) Amazon AWS
Communications & Networking
1 2 (3.92%) SMS
2 1 (1.96%) Skype
Database & Business Intelligence
1 15 (29.41%) Big Data
1 15 (29.41%) Data Warehouse
2 14 (27.45%) SQL Server
3 13 (25.49%) NoSQL
4 10 (19.61%) Geospatial Data
5 9 (17.65%) SQL Server Integration Services
5 9 (17.65%) SQL Server Reporting Services
6 8 (15.69%) SQL Server Analysis Services
7 7 (13.73%) PostgreSQL
8 5 (9.80%) BusinessObjects
8 5 (9.80%) QGIS
9 4 (7.84%) Power BI
9 4 (7.84%) SQL Server 2008
10 3 (5.88%) Apache Cassandra
10 3 (5.88%) Data Mining
10 3 (5.88%) Hadoop
10 3 (5.88%) RDBMS
10 3 (5.88%) Relational Database
10 3 (5.88%) Star Schema
11 1 (1.96%) QlikView
Development Applications
1 7 (13.73%) ERwin
2 2 (3.92%) Git (software)
3 1 (1.96%) JMeter
3 1 (1.96%) LoadRunner
3 1 (1.96%) Selenium
3 1 (1.96%) SoapUI
General
1 22 (43.14%) Finance
2 6 (11.76%) Electronics
2 6 (11.76%) Manufacturing
2 6 (11.76%) Marketing
2 6 (11.76%) Telecoms
3 3 (5.88%) Banking
3 3 (5.88%) Financial Institution
3 3 (5.88%) Retail
Job Titles
1 30 (58.82%) Architect
2 24 (47.06%) Data Architect
3 9 (17.65%) Senior Architect
3 9 (17.65%) Senior Data Architect
4 8 (15.69%) Developer
5 7 (13.73%) Analyst
5 7 (13.73%) Data Analyst
6 6 (11.76%) Enterprise Architect
6 6 (11.76%) Enterprise Data Architect
7 5 (9.80%) Business Intelligence Developer
7 5 (9.80%) Financial Analyst
7 5 (9.80%) Senior Analyst
7 5 (9.80%) Senior Data Analyst
8 3 (5.88%) Business Intelligence Analyst
8 3 (5.88%) Domain Architect
8 3 (5.88%) Information Architect
8 3 (5.88%) Software Engineer
8 3 (5.88%) Solutions Architect
8 3 (5.88%) SQL Developer
8 3 (5.88%) Team Leader
Libraries, Frameworks & Software Standards
1 5 (9.80%) PostGIS
2 4 (7.84%) XML
3 3 (5.88%) Kafka
4 2 (3.92%) CSS
4 2 (3.92%) HTML
4 2 (3.92%) NumPy
5 1 (1.96%) JSON
5 1 (1.96%) SOAP
5 1 (1.96%) Web Services
5 1 (1.96%) XSD
Miscellaneous
1 12 (23.53%) Analytical Skills
2 7 (13.73%) Data Structures
3 6 (11.76%) Hybrid Cloud
4 3 (5.88%) Algorithms
4 3 (5.88%) Computer Science
4 3 (5.88%) Management Information System
5 2 (3.92%) Mainframe
5 2 (3.92%) Taxonomies
6 1 (1.96%) NHS
Operating Systems
1 2 (3.92%) Windows
2 1 (1.96%) AIX
2 1 (1.96%) Linux
Processes & Methodologies
1 38 (74.51%) Data Modelling
2 23 (45.10%) Business Intelligence
3 21 (41.18%) Data Management
4 18 (35.29%) Agile Software Development
4 18 (35.29%) Data Analysis
5 13 (25.49%) Software Engineering
6 12 (23.53%) Data Strategy
7 11 (21.57%) Machine Learning
7 11 (21.57%) Master Data Management
7 11 (21.57%) TOGAF
8 10 (19.61%) Data Engineering
9 9 (17.65%) Kimball Methodology
9 9 (17.65%) Mathematics
10 8 (15.69%) Data Security
10 8 (15.69%) Project Management
11 7 (13.73%) Analytics
11 7 (13.73%) Data Migration
11 7 (13.73%) Migration
11 7 (13.73%) Scrum
12 6 (11.76%) Logical Data Model
Programming Languages
1 22 (43.14%) SQL
2 6 (11.76%) Python
2 6 (11.76%) T-SQL
3 3 (5.88%) R
4 1 (1.96%) C
4 1 (1.96%) C++
4 1 (1.96%) Java
4 1 (1.96%) Shell Script
Qualifications
1 10 (19.61%) Degree
2 6 (11.76%) Numerate Degree
3 3 (5.88%) Computer Science Degree
4 2 (3.92%) ISEB
4 2 (3.92%) Security Cleared
5 1 (1.96%) SC Cleared
Quality Assurance & Compliance
1 8 (15.69%) Data Quality
2 6 (11.76%) GDPR
3 1 (1.96%) HL7
3 1 (1.96%) SNOMED CT
Systems Management
1 3 (5.88%) Systems Management Server (SMS)
Vendors
1 13 (25.49%) Microsoft
2 6 (11.76%) IBM
2 6 (11.76%) SAP
2 6 (11.76%) Tableau
3 3 (5.88%) Google
3 3 (5.88%) Hortonworks
3 3 (5.88%) Oracle
3 3 (5.88%) Teradata
4 1 (1.96%) Capita