Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
South East > Hampshire
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 204 221 269
Rank change year-on-year +17 +48 -27
Permanent jobs citing Data Architecture 58 23 9
As % of all permanent IT jobs advertised in Hampshire 0.88% 0.39% 0.13%
As % of the Processes & Methodologies category 0.98% 0.44% 0.15%
Number of salaries quoted 41 23 9
Hampshire median annual salary £60,000 £55,000 £80,000
Median salary % change year-on-year +9.09% -31.25% +14.29%
10th Percentile £43,750 £48,200 £48,750
90th Percentile £103,500 £87,500 £85,000
South East median annual salary £67,500 £62,500 £62,500
% change year-on-year +8.00% - +4.17%

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 Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 5,907 5,244 5,924
As % of all permanent IT jobs advertised in Hampshire 89.85% 88.79% 86.56%
Number of salaries quoted 4,865 4,504 5,199
Hampshire median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +1.22%
10th Percentile £27,500 £26,250 £26,000
90th Percentile £68,450 £63,750 £62,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Architecture
Job Vacancy Trend in Hampshire

Job postings citing Data Architecture as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Data Architecture in Hampshire

Data Architecture
Salary Trend in Hampshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Architecture in Hampshire.

Salary trend for Data Architecture in Hampshire

Data Architecture
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Data Architecture in Hampshire over the 6 months to 21 June 2018.

Salary histogram for Data Architecture in Hampshire

Data Architecture
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Hampshire region over the 6 months to 21 June 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
Basingstoke - 39 £62,500 - 6
Portsmouth +11 9 £47,500 -8.21% 3
Havant -14 2 £75,000 +36.36%
Southampton - 2 £60,000 - 3
Fareham - 1 - - 2
Data Architecture
South East

For the 6 months to 21 June 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 Hampshire region with a requirement for Data Architecture.

1 28 (48.28%) Oracle
2 27 (46.55%) Unix
2 27 (46.55%) JavaScript
2 27 (46.55%) Performance Monitoring
3 25 (43.10%) SQL
3 25 (43.10%) Java
3 25 (43.10%) Agile Software Development
4 22 (37.93%) WPF
5 20 (34.48%) Business Intelligence
6 19 (32.76%) Windows
6 19 (32.76%) Analytical Skills
7 18 (31.03%) Project Management
8 17 (29.31%) C#
8 17 (29.31%) Integration Testing
8 17 (29.31%) Waterfall
8 17 (29.31%) Data Governance
8 17 (29.31%) Process Improvement
8 17 (29.31%) SDLC
8 17 (29.31%) Software Delivery
9 16 (27.59%) Mobile Development
9 16 (27.59%) System Integration Testing
9 16 (27.59%) Data Quality
9 16 (27.59%) AngularJS
9 16 (27.59%) Node.js
9 16 (27.59%) System Testing
9 16 (27.59%) QA
9 16 (27.59%) IIS
9 16 (27.59%) SAP
10 15 (25.86%) Data Modelling
11 14 (24.14%) Finance

Data Architecture
Co-occurring IT Skills in Hampshire 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 16 (27.59%) IIS
2 2 (3.45%) Apache Spark
Applications
1 4 (6.90%) Microsoft Excel
1 4 (6.90%) Spreadsheet
Business Applications
1 7 (12.07%) SAP Oil and Gas
2 5 (8.62%) SAP ERP
Cloud Services
1 3 (5.17%) Microsoft Azure
2 2 (3.45%) Amazon AWS
2 2 (3.45%) Amazon EMR
2 2 (3.45%) GitHub
2 2 (3.45%) Google Cloud Platform
Database & Business Intelligence
1 12 (20.69%) Data Warehouse
1 12 (20.69%) SAP BW
2 11 (18.97%) BusinessObjects
2 11 (18.97%) Oracle Database
3 8 (13.79%) SQL Server
4 7 (12.07%) BusinessObjects Business Intelligence
4 7 (12.07%) BusinessObjects Web Intelligence
4 7 (12.07%) Crystal Reports
4 7 (12.07%) Lumira
4 7 (12.07%) SAP HANA
5 5 (8.62%) Data Mart
5 5 (8.62%) OLAP
5 5 (8.62%) OLAP Cube
6 4 (6.90%) BODI
6 4 (6.90%) DataStage
6 4 (6.90%) SAP Data Services
7 3 (5.17%) Big Data
8 2 (3.45%) Hadoop
9 1 (1.72%) Apache Cassandra
9 1 (1.72%) NoSQL
Development Applications
1 4 (6.90%) LSMW
2 2 (3.45%) Git (software)
2 2 (3.45%) Jasmine
2 2 (3.45%) Karma Test Runner
General
1 14 (24.14%) Finance
2 7 (12.07%) Manufacturing
3 4 (6.90%) Legal
4 2 (3.45%) Marketing
5 1 (1.72%) Retail
Job Titles
1 36 (62.07%) Developer
2 16 (27.59%) Lead Developer
3 11 (18.97%) Senior Developer
4 10 (17.24%) Architect
5 9 (15.52%) Data Architect
6 7 (12.07%) Business Intelligence Manager
6 7 (12.07%) SAP Developer
6 7 (12.07%) SAP Manager
7 6 (10.34%) Front End Developer (Client-Side Developer)
8 5 (8.62%) .NET Developer
8 5 (8.62%) Development Manager
8 5 (8.62%) Full Stack Developer
8 5 (8.62%) Head of Architecture
8 5 (8.62%) SAP BW Developer
9 4 (6.90%) Head of IT
10 3 (5.17%) Big Data Architect
10 3 (5.17%) Senior .NET Developer
11 2 (3.45%) Informatica Developer
11 2 (3.45%) Lead .NET Developer
11 2 (3.45%) Node.js Developer
Libraries, Frameworks & Software Standards
1 22 (37.93%) WPF
2 16 (27.59%) AngularJS
2 16 (27.59%) Node.js
3 10 (17.24%) .NET
4 7 (12.07%) SAP Fiori
4 7 (12.07%) SAPUI5
4 7 (12.07%) WCF
5 4 (6.90%) BAPI
5 4 (6.90%) IDoc
6 2 (3.45%) CSS
6 2 (3.45%) Express
6 2 (3.45%) HTML
Miscellaneous
1 19 (32.76%) Analytical Skills
2 7 (12.07%) Life Science
3 4 (6.90%) Data Structures
3 4 (6.90%) Management Information System
Operating Systems
1 27 (46.55%) Unix
2 19 (32.76%) Windows
3 9 (15.52%) Apple iOS
4 3 (5.17%) Windows Server
Processes & Methodologies
1 27 (46.55%) Performance Monitoring
2 25 (43.10%) Agile Software Development
3 20 (34.48%) Business Intelligence
4 18 (31.03%) Project Management
5 17 (29.31%) Data Governance
5 17 (29.31%) Integration Testing
5 17 (29.31%) Process Improvement
5 17 (29.31%) SDLC
5 17 (29.31%) Software Delivery
5 17 (29.31%) Waterfall
6 16 (27.59%) Mobile Development
6 16 (27.59%) System Integration Testing
6 16 (27.59%) System Testing
7 15 (25.86%) Data Modelling
8 12 (20.69%) Continuous Integration
8 12 (20.69%) ERP
9 11 (18.97%) Analytics
9 11 (18.97%) Data Integration
9 11 (18.97%) Enterprise Architecture
10 10 (17.24%) Data Management
Programming Languages
1 27 (46.55%) JavaScript
2 25 (43.10%) Java
2 25 (43.10%) SQL
3 17 (29.31%) C#
4 5 (8.62%) C
5 4 (6.90%) ABAP
6 2 (3.45%) ES6
7 1 (1.72%) Python
7 1 (1.72%) T-SQL
Qualifications
1 11 (18.97%) Degree
2 9 (15.52%) SC Cleared
2 9 (15.52%) Security Cleared
3 2 (3.45%) TOGAF Certification
Quality Assurance & Compliance
1 16 (27.59%) Data Quality
1 16 (27.59%) QA
Systems Management
1 1 (1.72%) Oozie
Vendors
1 28 (48.28%) Oracle
2 16 (27.59%) SAP
3 7 (12.07%) Tableau
4 6 (10.34%) TOWER Software
5 4 (6.90%) Informatica
6 2 (3.45%) Google
7 1 (1.72%) Microsoft