Period
to 24 February 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 24 February 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
South East > Hampshire
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 245 239 231
Rank change year-on-year -6 -8 +27
Permanent jobs citing Data Architecture 28 14 43
As % of all permanent IT jobs advertised in Hampshire 0.39% 0.23% 0.62%
As % of the Processes & Methodologies category 0.45% 0.26% 0.72%
Number of salaries quoted 26 14 41
Hampshire median annual salary £46,250 £70,000 £65,000
Median salary % change year-on-year -33.93% +7.69% -7.14%
10th Percentile £36,250 £42,500 £53,750
90th Percentile £77,500 £89,250 £85,000
South East median annual salary £61,000 £67,500 £62,500
% change year-on-year -9.63% +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 6,290 5,428 5,977
As % of all permanent IT jobs advertised in Hampshire 87.18% 87.24% 86.51%
Number of salaries quoted 5,295 4,524 5,227
Hampshire median annual salary £42,500 £42,500 £42,500
10th Percentile £26,250 £26,250 £26,250
90th Percentile £65,000 £65,000 £63,750
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 24 February 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 24 February 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
Winchester - 6 £45,000 -
Havant -14 4 £75,000 -11.76% 1
Portsmouth -4 2 £47,500 +5.56% 1
Basingstoke -5 2 £42,500 -15.00% 1
Southampton -32 2 £35,000 -11.11%
Data Architecture
South East

For the 6 months to 24 February 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 21 (75.00%) Data Modelling
2 15 (53.57%) SQL
3 14 (50.00%) Business Intelligence
4 12 (42.86%) Analytics
5 11 (39.29%) SAP
6 10 (35.71%) ETL
7 9 (32.14%) Data Governance
8 8 (28.57%) Analytical Skills
8 8 (28.57%) Oracle
8 8 (28.57%) Data Warehouse
9 7 (25.00%) ERP
9 7 (25.00%) SQL Server
9 7 (25.00%) BusinessObjects
9 7 (25.00%) Agile Software Development
10 6 (21.43%) Business Analysis
10 6 (21.43%) Marketing
10 6 (21.43%) Data Mining
10 6 (21.43%) Logical Data Model
10 6 (21.43%) Customer-Centricity
11 5 (17.86%) Computer Science Degree
11 5 (17.86%) BusinessObjects Business Intelligence
11 5 (17.86%) Change Control
11 5 (17.86%) Windows Server
11 5 (17.86%) Windows
11 5 (17.86%) T-SQL
11 5 (17.86%) PL/SQL
11 5 (17.86%) SAP BW
11 5 (17.86%) Degree
11 5 (17.86%) Computer Science
12 4 (14.29%) Data Migration

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:

Business Applications
1 2 (7.14%) SAP ERP
Cloud Services
1 2 (7.14%) Amazon AWS
1 2 (7.14%) Microsoft Azure
2 1 (3.57%) IaaS
2 1 (3.57%) PaaS
2 1 (3.57%) SaaS
Database & Business Intelligence
1 8 (28.57%) Data Warehouse
2 7 (25.00%) BusinessObjects
2 7 (25.00%) SQL Server
3 6 (21.43%) Data Mining
4 5 (17.86%) BusinessObjects Business Intelligence
4 5 (17.86%) SAP BW
5 4 (14.29%) SAP Data Services
6 3 (10.71%) Relational Database
7 2 (7.14%) Data Mart
7 2 (7.14%) Hadoop
7 2 (7.14%) OLAP
7 2 (7.14%) OLAP Cube
8 1 (3.57%) Azure SQL Database
8 1 (3.57%) Big Data
8 1 (3.57%) HBase
8 1 (3.57%) NoSQL
8 1 (3.57%) Oracle Exadata
8 1 (3.57%) QlikView
8 1 (3.57%) RDBMS
8 1 (3.57%) SQL Server Integration Services
General
1 6 (21.43%) Marketing
2 1 (3.57%) Finance
2 1 (3.57%) Telecoms
Job Titles
1 11 (39.29%) Developer
1 11 (39.29%) SAP Developer
2 6 (21.43%) Analyst
2 6 (21.43%) Designer
3 5 (17.86%) Architect
3 5 (17.86%) Business Developer
3 5 (17.86%) Business Intelligence Analyst
3 5 (17.86%) Business Intelligence Developer
3 5 (17.86%) Data Architect
3 5 (17.86%) SAP BI Developer
3 5 (17.86%) Solutions Designer
3 5 (17.86%) SQL Analyst
3 5 (17.86%) SQL Data Analyst
4 4 (14.29%) Data Migration Developer
5 3 (10.71%) Data Analyst
6 2 (7.14%) Applications Support
6 2 (7.14%) Head of Architecture
6 2 (7.14%) SAP BW Developer
7 1 (3.57%) Head of Development
7 1 (3.57%) Report Manager
Miscellaneous
1 8 (28.57%) Analytical Skills
2 5 (17.86%) Computer Science
3 2 (7.14%) Enterprise Software
Operating Systems
1 5 (17.86%) Windows
1 5 (17.86%) Windows Server
Processes & Methodologies
1 21 (75.00%) Data Modelling
2 14 (50.00%) Business Intelligence
3 12 (42.86%) Analytics
4 10 (35.71%) ETL
5 9 (32.14%) Data Governance
6 7 (25.00%) Agile Software Development
6 7 (25.00%) ERP
7 6 (21.43%) Business Analysis
7 6 (21.43%) Customer-Centricity
7 6 (21.43%) Logical Data Model
8 5 (17.86%) Change Control
9 4 (14.29%) Data Conversion
9 4 (14.29%) Data Integration
9 4 (14.29%) Data Management
9 4 (14.29%) Data Migration
9 4 (14.29%) Migration
10 2 (7.14%) Data Extraction
10 2 (7.14%) Performance Tuning
10 2 (7.14%) Project Management
10 2 (7.14%) Stakeholder Management
Programming Languages
1 15 (53.57%) SQL
2 5 (17.86%) PL/SQL
2 5 (17.86%) T-SQL
3 2 (7.14%) C
4 1 (3.57%) Python
4 1 (3.57%) R
Qualifications
1 5 (17.86%) Computer Science Degree
1 5 (17.86%) Degree
2 2 (7.14%) SC Cleared
2 2 (7.14%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
2 1 (3.57%) PMO
Systems Management
1 2 (7.14%) Systems Management Server (SMS)
Vendors
1 11 (39.29%) SAP
2 8 (28.57%) Oracle
3 2 (7.14%) Microsoft
3 2 (7.14%) Teradata
4 1 (3.57%) Cloudera
4 1 (3.57%) Informatica