Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
South East > Hampshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 226 252 213
Rank change year-on-year +26 -39 +70
Permanent jobs citing Data Architecture 37 25 62
As % of all permanent IT jobs advertised in Hampshire 0.58% 0.36% 0.87%
As % of the Processes & Methodologies category 0.67% 0.42% 0.99%
Number of salaries quoted 33 21 58
Hampshire median annual salary £48,500 £50,000 £65,000
Median salary % change year-on-year -3.00% -23.08% -7.14%
10th Percentile £36,250 £42,500 £41,250
90th Percentile £77,500 £85,000 £75,000
South East median annual salary £55,000 £66,250 £60,250
% change year-on-year -16.98% +9.96% +0.42%

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 5555 5999 6267
As % of all permanent IT jobs advertised in Hampshire 86.59% 87.23% 87.61%
Number of salaries quoted 4763 5132 5285
Hampshire median annual salary £42,500 £41,543 £42,500
Median salary % change year-on-year +2.30% -2.25% +2.41%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £62,500 £62,500
South East median annual salary £45,000 £45,000 £45,000

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 23 November 2017.

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 23 November 2017. 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
Winchester - 6 £45,000 -
Havant -5 5 £75,000 +50.00% 1
Basingstoke +3 4 £42,500 -15.00%
Portsmouth -22 3 £47,500 -21.97%
Southampton +2 1 £35,000 -22.22%
Fareham - 1 - -
Fleet - 1 £40,000 -
Data Architecture
South East

For the 6 months to 23 November 2017, 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 Hampshire region with a requirement for Data Architecture.

1 26 (70.27%) Data Modelling
2 19 (51.35%) SQL
3 16 (43.24%) SAP
3 16 (43.24%) ETL
4 15 (40.54%) Business Intelligence
5 13 (35.14%) Data Governance
6 12 (32.43%) Analytics
6 12 (32.43%) Agile Software Development
6 12 (32.43%) BusinessObjects
7 10 (27.03%) Oracle
7 10 (27.03%) Analytical Skills
8 9 (24.32%) SAP Data Services
8 9 (24.32%) Marketing
8 9 (24.32%) Data Migration
8 9 (24.32%) SQL Server
8 9 (24.32%) Migration
9 8 (21.62%) PL/SQL
9 8 (21.62%) Data Conversion
9 8 (21.62%) Degree
9 8 (21.62%) Data Integration
10 7 (18.92%) Change Control
10 7 (18.92%) ERP
10 7 (18.92%) Data Warehouse
10 7 (18.92%) T-SQL
10 7 (18.92%) Business Analysis
10 7 (18.92%) Customer-Centricity
11 6 (16.22%) Data Management
11 6 (16.22%) Data Mining
11 6 (16.22%) SAP BW
11 6 (16.22%) Computer Science

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 1 (2.70%) JBoss
1 1 (2.70%) SAS
Applications
1 1 (2.70%) Microsoft Excel
1 1 (2.70%) Spreadsheet
Business Applications
1 2 (5.41%) SAP ERP
Cloud Services
1 1 (2.70%) Amazon AWS
1 1 (2.70%) IaaS
1 1 (2.70%) Microsoft Azure
1 1 (2.70%) PaaS
1 1 (2.70%) SaaS
Database & Business Intelligence
1 12 (32.43%) BusinessObjects
2 9 (24.32%) SAP Data Services
2 9 (24.32%) SQL Server
3 7 (18.92%) Data Warehouse
4 6 (16.22%) Data Mining
4 6 (16.22%) SAP BW
5 5 (13.51%) BusinessObjects Business Intelligence
6 4 (10.81%) SQL Server Integration Services
7 3 (8.11%) SQL Server Analysis Services
8 2 (5.41%) Data Mart
8 2 (5.41%) OLAP
8 2 (5.41%) OLAP Cube
8 2 (5.41%) Relational Database
8 2 (5.41%) SQL Server 2008
8 2 (5.41%) SQL Server Reporting Services
9 1 (2.70%) Azure SQL Database
9 1 (2.70%) DataStage
9 1 (2.70%) NoSQL
9 1 (2.70%) Oracle Exadata
9 1 (2.70%) PowerCenter
Development Applications
1 1 (2.70%) LSMW
General
1 9 (24.32%) Marketing
2 3 (8.11%) Finance
3 1 (2.70%) Telecoms
Job Titles
1 18 (48.65%) Developer
2 15 (40.54%) SAP Developer
3 9 (24.32%) Data Migration Developer
4 7 (18.92%) Analyst
5 6 (16.22%) Business Intelligence Analyst
5 6 (16.22%) Designer
6 5 (13.51%) Business Developer
6 5 (13.51%) Business Intelligence Developer
6 5 (13.51%) SAP BI Developer
6 5 (13.51%) Solutions Designer
6 5 (13.51%) SQL Analyst
6 5 (13.51%) SQL Data Analyst
7 4 (10.81%) Architect
8 3 (8.11%) Data Analyst
8 3 (8.11%) Data Architect
9 2 (5.41%) Applications Support
9 2 (5.41%) SAP BW Developer
9 2 (5.41%) Senior Developer
10 1 (2.70%) Senior Informatica Developer
10 1 (2.70%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (8.11%) Web Services
2 2 (5.41%) REST
2 2 (5.41%) SOAP
2 2 (5.41%) XML
3 1 (2.70%) BAPI
3 1 (2.70%) IDoc
3 1 (2.70%) J2EE
Miscellaneous
1 10 (27.03%) Analytical Skills
2 6 (16.22%) Computer Science
3 2 (5.41%) Enterprise Software
4 1 (2.70%) Cybercrime
Operating Systems
1 5 (13.51%) Windows
1 5 (13.51%) Windows Server
2 1 (2.70%) Unix
Processes & Methodologies
1 26 (70.27%) Data Modelling
2 16 (43.24%) ETL
3 15 (40.54%) Business Intelligence
4 13 (35.14%) Data Governance
5 12 (32.43%) Agile Software Development
5 12 (32.43%) Analytics
6 9 (24.32%) Data Migration
6 9 (24.32%) Migration
7 8 (21.62%) Data Conversion
7 8 (21.62%) Data Integration
8 7 (18.92%) Business Analysis
8 7 (18.92%) Change Control
8 7 (18.92%) Customer-Centricity
8 7 (18.92%) ERP
9 6 (16.22%) Data Management
10 5 (13.51%) Logical Data Model
11 4 (10.81%) Data Extraction
12 3 (8.11%) Data Cleansing
12 3 (8.11%) Enterprise Architecture
12 3 (8.11%) Performance Tuning
Programming Languages
1 19 (51.35%) SQL
2 8 (21.62%) PL/SQL
3 7 (18.92%) T-SQL
4 4 (10.81%) Java
5 2 (5.41%) C
5 2 (5.41%) R
6 1 (2.70%) ABAP
6 1 (2.70%) Python
6 1 (2.70%) Shell Script
Qualifications
1 8 (21.62%) Degree
2 5 (13.51%) Computer Science Degree
3 4 (10.81%) Security Cleared
4 3 (8.11%) SC Cleared
Quality Assurance & Compliance
1 3 (8.11%) Data Quality
2 1 (2.70%) PMO
Systems Management
1 2 (5.41%) Systems Management Server (SMS)
Vendors
1 16 (43.24%) SAP
2 10 (27.03%) Oracle
3 2 (5.41%) Informatica
3 2 (5.41%) Microsoft
3 2 (5.41%) MuleSoft
4 1 (2.70%) Cloudera
4 1 (2.70%) Pega
4 1 (2.70%) Teradata