Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
England > South West
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 284 278 329
Rank change year-on-year -6 +51 -9
Permanent jobs citing Data Architecture 50 61 29
As % of all permanent IT jobs advertised in the South West 0.46% 0.58% 0.26%
As % of the Processes & Methodologies category 0.51% 0.64% 0.29%
Number of salaries quoted 45 36 21
South West median annual salary £65,000 £47,500 £65,000
Median salary % change year-on-year +36.84% -26.92% +43.65%
10th Percentile £47,500 £37,500 £28,000
90th Percentile £87,500 £70,000 £91,000
England median annual salary £67,500 £70,000 £67,500
% change year-on-year -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 9,800 9,586 9,966
As % of all permanent IT jobs advertised in the South West 91.01% 91.57% 89.37%
Number of salaries quoted 8,056 7,908 8,255
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,000 £25,750
90th Percentile £65,000 £63,750 £65,000
England median annual salary £50,000 £50,000 £50,000

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 July 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 19 July 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
Dorset - 19 £65,000 -
Bristol +13 18 £70,000 +75.00% 1
Gloucestershire +14 5 £55,000 +30.18% 7
Somerset +1 3 £52,000 +7.22%
Wiltshire -17 3 £85,000 +30.77% 1
Devon +16 2 £64,000 +42.22%
Data Architecture
England

For the 6 months to 19 July 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 25 (50.00%) Agile Software Development
1 25 (50.00%) Data Modelling
2 23 (46.00%) SQL
2 23 (46.00%) Finance
3 22 (44.00%) Problem-Solving
4 20 (40.00%) Oracle
4 20 (40.00%) TOGAF
5 19 (38.00%) IBM
5 19 (38.00%) Analytical Skills
6 18 (36.00%) IBM InfoSphere
7 16 (32.00%) Data Mapping
8 15 (30.00%) Big Data
8 15 (30.00%) CMMI
8 15 (30.00%) Innovative Thinking
9 13 (26.00%) Data Warehouse
10 12 (24.00%) Data Integration
11 9 (18.00%) Business Intelligence
11 9 (18.00%) Enterprise Architecture
12 7 (14.00%) ETL
12 7 (14.00%) SQL Server
13 6 (12.00%) C
13 6 (12.00%) Data Management
14 5 (10.00%) Hadoop
14 5 (10.00%) Python
14 5 (10.00%) ERwin
14 5 (10.00%) Migration
14 5 (10.00%) Stakeholder Management
14 5 (10.00%) Scrum
14 5 (10.00%) Master Data Management
15 4 (8.00%) 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 3 (6.00%) WebLogic
1 3 (6.00%) WebSphere
2 2 (4.00%) Drupal
2 2 (4.00%) Oracle SOA Suite
3 1 (2.00%) Apache Spark
3 1 (2.00%) BizTalk Server
3 1 (2.00%) SAS
Business Applications
1 3 (6.00%) Cognos Business Intelligence
1 3 (6.00%) Oracle BPM
2 2 (4.00%) Cognos TM1
Cloud Services
1 3 (6.00%) Amazon AWS
2 2 (4.00%) Microsoft Azure
2 2 (4.00%) PaaS
2 2 (4.00%) SaaS
Communications & Networking
1 3 (6.00%) SMS
Database & Business Intelligence
1 18 (36.00%) IBM InfoSphere
2 15 (30.00%) Big Data
3 13 (26.00%) Data Warehouse
4 7 (14.00%) SQL Server
5 5 (10.00%) Hadoop
6 4 (8.00%) Data Lake
7 2 (4.00%) Cognos Report Studio
7 2 (4.00%) DB2
7 2 (4.00%) Enterprise Data Warehouse
7 2 (4.00%) Geospatial Data
7 2 (4.00%) MongoDB
7 2 (4.00%) MySQL
7 2 (4.00%) NoSQL
7 2 (4.00%) PostgreSQL
7 2 (4.00%) QlikView
7 2 (4.00%) Relational Database
7 2 (4.00%) SQL Server Integration Services
8 1 (2.00%) Apache Cassandra
8 1 (2.00%) Power BI
Development Applications
1 5 (10.00%) ERwin
2 3 (6.00%) JMeter
2 3 (6.00%) LoadRunner
2 3 (6.00%) Selenium
2 3 (6.00%) SoapUI
General
1 23 (46.00%) Finance
2 3 (6.00%) Banking
3 2 (4.00%) Financial Institution
4 1 (2.00%) Electronics
4 1 (2.00%) Law
4 1 (2.00%) Legal
4 1 (2.00%) Manufacturing
4 1 (2.00%) Marketing
4 1 (2.00%) Retail
4 1 (2.00%) Telecoms
Job Titles
1 40 (80.00%) Architect
2 30 (60.00%) Data Architect
3 15 (30.00%) Oracle Architect
4 9 (18.00%) Solutions Architect
5 5 (10.00%) Developer
6 4 (8.00%) Lead Architect
7 3 (6.00%) Big Data Architect
7 3 (6.00%) C++ Developer
7 3 (6.00%) C++/Java Developer
7 3 (6.00%) Enterprise Architect
7 3 (6.00%) Enterprise Data Architect
7 3 (6.00%) IT Architect
7 3 (6.00%) Java Developer
8 2 (4.00%) Cognos Developer
8 2 (4.00%) Lead Data Architect
8 2 (4.00%) Lead Solutions Architect
8 2 (4.00%) Senior Architect
8 2 (4.00%) Senior Data Architect
9 1 (2.00%) Domain Architect
9 1 (2.00%) Operations Director
Libraries, Frameworks & Software Standards
1 3 (6.00%) JSON
1 3 (6.00%) SOAP
1 3 (6.00%) WebSphere MQ
1 3 (6.00%) XML
1 3 (6.00%) XSD
2 2 (4.00%) .NET
3 1 (2.00%) Kafka
Miscellaneous
1 19 (38.00%) Analytical Skills
2 2 (4.00%) Management Information System
3 1 (2.00%) Fintech
3 1 (2.00%) Greenfield Project
3 1 (2.00%) NHS
3 1 (2.00%) Robotics
3 1 (2.00%) Self-Motivation
Operating Systems
1 3 (6.00%) AIX
1 3 (6.00%) Linux
1 3 (6.00%) Windows
Processes & Methodologies
1 25 (50.00%) Agile Software Development
1 25 (50.00%) Data Modelling
2 22 (44.00%) Problem-Solving
3 20 (40.00%) TOGAF
4 16 (32.00%) Data Mapping
5 15 (30.00%) CMMI
5 15 (30.00%) Innovative Thinking
6 12 (24.00%) Data Integration
7 9 (18.00%) Business Intelligence
7 9 (18.00%) Enterprise Architecture
8 7 (14.00%) ETL
9 6 (12.00%) Data Management
10 5 (10.00%) Master Data Management
10 5 (10.00%) Migration
10 5 (10.00%) Scrum
10 5 (10.00%) Stakeholder Management
11 4 (8.00%) Analytical Thinking
11 4 (8.00%) Data Science
11 4 (8.00%) Information Management
11 4 (8.00%) Presales
Programming Languages
1 23 (46.00%) SQL
2 6 (12.00%) C
3 5 (10.00%) Python
4 3 (6.00%) C++
4 3 (6.00%) Java
4 3 (6.00%) R
4 3 (6.00%) Shell Script
Qualifications
1 4 (8.00%) Security Cleared
2 2 (4.00%) TOGAF Certification
3 1 (2.00%) Degree
Quality Assurance & Compliance
1 4 (8.00%) Data Quality
2 1 (2.00%) HL7
2 1 (2.00%) SNOMED CT
System Software
1 1 (2.00%) HDFS
Vendors
1 20 (40.00%) Oracle
2 19 (38.00%) IBM
3 3 (6.00%) Casewise
3 3 (6.00%) Cognos
3 3 (6.00%) Hortonworks
3 3 (6.00%) Microsoft
3 3 (6.00%) Tableau
3 3 (6.00%) Teradata
4 2 (4.00%) Cloudera
4 2 (4.00%) Informatica
4 2 (4.00%) MapR
4 2 (4.00%) Netezza
5 1 (2.00%) Google
5 1 (2.00%) MuleSoft
5 1 (2.00%) SAP