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

Data Architecture
South East > Hampshire
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 159 223 249
Rank change year-on-year +64 +26 -12
Permanent jobs citing Data Architecture 107 26 25
As % of all permanent IT jobs advertised in Hampshire 1.61% 0.45% 0.37%
As % of the Processes & Methodologies category 1.78% 0.50% 0.43%
Number of salaries quoted 58 22 21
Hampshire median annual salary £61,250 £52,500 £50,000
Median salary % change year-on-year +16.67% +5.00% -13.04%
10th Percentile £46,375 £40,125 £42,500
90th Percentile £83,250 £57,500 £85,000
South East median annual salary £67,500 £55,000 £61,250
% change year-on-year +22.73% -10.20% +6.52%

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 6,014 5,177 5,879
As % of all permanent IT jobs advertised in Hampshire 90.70% 89.14% 88.04%
Number of salaries quoted 4,895 4,482 5,156
Hampshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £70,000 £65,000 £60,000
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 19 September 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 19 September 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 +33 73 £60,000 +41.18% 1
Portsmouth +11 8 £50,000 +3.09% 1
Fareham +9 6 - -
Southampton - 6 £60,000 -
Havant -13 3 £70,000 +27.27%
Farnborough - 1 - -
Data Architecture
South East

For the 6 months to 19 September 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 63 (58.88%) Oracle
2 59 (55.14%) Agile Software Development
3 56 (52.34%) Performance Monitoring
4 55 (51.40%) Unix
4 55 (51.40%) JavaScript
5 52 (48.60%) Java
6 48 (44.86%) WPF
7 42 (39.25%) SDLC
8 41 (38.32%) Windows
9 40 (37.38%) SQL
10 39 (36.45%) C#
10 39 (36.45%) Software Delivery
11 38 (35.51%) Process Improvement
11 38 (35.51%) IIS
11 38 (35.51%) Waterfall
12 33 (30.84%) Oracle Database
13 31 (28.97%) Continuous Integration
14 29 (27.10%) Degree
14 29 (27.10%) iOS Development
14 29 (27.10%) Apple iOS
15 27 (25.23%) Project Management
15 27 (25.23%) Business Intelligence
16 25 (23.36%) SQL Server
17 24 (22.43%) QA
17 24 (22.43%) System Testing
17 24 (22.43%) Integration Testing
17 24 (22.43%) Node.js
17 24 (22.43%) AngularJS
17 24 (22.43%) Mobile Development
17 24 (22.43%) System Integration Testing

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 38 (35.51%) IIS
2 5 (4.67%) Apache Spark
3 3 (2.80%) Apache
3 3 (2.80%) Apache Pig
4 2 (1.87%) Apache Solr
Applications
1 5 (4.67%) Microsoft Excel
1 5 (4.67%) Spreadsheet
Business Applications
1 10 (9.35%) SAP Oil and Gas
2 3 (2.80%) SAP ERP
Cloud Services
1 8 (7.48%) Microsoft Azure
2 7 (6.54%) Amazon AWS
3 3 (2.80%) GitHub
4 2 (1.87%) Amazon EMR
4 2 (1.87%) Cortana Intelligence Suite
4 2 (1.87%) Google Cloud Platform
4 2 (1.87%) IaaS
4 2 (1.87%) PaaS
4 2 (1.87%) SaaS
Database & Business Intelligence
1 33 (30.84%) Oracle Database
2 25 (23.36%) SQL Server
3 17 (15.89%) BusinessObjects
3 17 (15.89%) Data Warehouse
4 16 (14.95%) Big Data
5 15 (14.02%) Hadoop
5 15 (14.02%) SAP BW
6 12 (11.21%) BusinessObjects Business Intelligence
6 12 (11.21%) BusinessObjects Web Intelligence
6 12 (11.21%) Crystal Reports
6 12 (11.21%) Lumira
6 12 (11.21%) SAP HANA
7 10 (9.35%) NoSQL
8 5 (4.67%) BODI
8 5 (4.67%) DataStage
8 5 (4.67%) MongoDB
8 5 (4.67%) SAP Data Services
9 4 (3.74%) Apache Cassandra
10 3 (2.80%) Apache Hive
10 3 (2.80%) Azure SQL Database
Development Applications
1 5 (4.67%) LSMW
2 3 (2.80%) Git (software)
2 3 (2.80%) Jasmine
2 3 (2.80%) Karma Test Runner
General
1 22 (20.56%) Finance
2 10 (9.35%) Manufacturing
3 4 (3.74%) Legal
3 4 (3.74%) Marketing
4 2 (1.87%) Financial Institution
5 1 (0.93%) Retail
Job Titles
1 68 (63.55%) Developer
2 32 (29.91%) Senior Developer
3 26 (24.30%) Lead Developer
4 22 (20.56%) Architect
5 21 (19.63%) Data Architect
6 12 (11.21%) Business Intelligence Manager
6 12 (11.21%) SAP Manager
7 10 (9.35%) .NET Developer
7 10 (9.35%) Big Data Architect
7 10 (9.35%) Front End Developer (Client-Side Developer)
8 7 (6.54%) Development Manager
8 7 (6.54%) Full Stack Developer
8 7 (6.54%) Senior .NET Developer
8 7 (6.54%) Solutions Architect
9 6 (5.61%) Big Data Solutions Architect
10 5 (4.67%) SAP Developer
11 4 (3.74%) Azure Architect
11 4 (3.74%) Data Migration Developer
11 4 (3.74%) Head of Architecture
11 4 (3.74%) Head of IT
Libraries, Frameworks & Software Standards
1 48 (44.86%) WPF
2 24 (22.43%) AngularJS
2 24 (22.43%) Node.js
3 17 (15.89%) .NET
4 12 (11.21%) SAP Fiori
4 12 (11.21%) SAPUI5
5 10 (9.35%) WCF
6 5 (4.67%) BAPI
6 5 (4.67%) IDoc
7 3 (2.80%) CSS
7 3 (2.80%) Express
7 3 (2.80%) HTML
7 3 (2.80%) Kafka
Miscellaneous
1 20 (18.69%) Analytical Skills
2 10 (9.35%) Life Science
3 4 (3.74%) Data Structures
3 4 (3.74%) Management Information System
4 3 (2.80%) Greenfield Project
5 2 (1.87%) Computer Science
Operating Systems
1 55 (51.40%) Unix
2 41 (38.32%) Windows
3 29 (27.10%) Apple iOS
4 7 (6.54%) Windows Server
Processes & Methodologies
1 59 (55.14%) Agile Software Development
2 56 (52.34%) Performance Monitoring
3 42 (39.25%) SDLC
4 39 (36.45%) Software Delivery
5 38 (35.51%) Process Improvement
5 38 (35.51%) Waterfall
6 31 (28.97%) Continuous Integration
7 29 (27.10%) iOS Development
8 27 (25.23%) Business Intelligence
8 27 (25.23%) Project Management
9 24 (22.43%) Integration Testing
9 24 (22.43%) Mobile Development
9 24 (22.43%) System Integration Testing
9 24 (22.43%) System Testing
10 23 (21.50%) Analytics
10 23 (21.50%) Data Modelling
11 22 (20.56%) Systems Analysis
12 18 (16.82%) Data Governance
12 18 (16.82%) Enterprise Architecture
13 16 (14.95%) TOGAF
Programming Languages
1 55 (51.40%) JavaScript
2 52 (48.60%) Java
3 40 (37.38%) SQL
4 39 (36.45%) C#
5 5 (4.67%) ABAP
6 3 (2.80%) C
6 3 (2.80%) ES6
7 1 (0.93%) Apple Swift
7 1 (0.93%) Objective-C
7 1 (0.93%) PL/SQL
7 1 (0.93%) Python
7 1 (0.93%) T-SQL
Qualifications
1 29 (27.10%) Degree
2 8 (7.48%) SC Cleared
2 8 (7.48%) Security Cleared
3 2 (1.87%) Computer Science Degree
3 2 (1.87%) Master's Degree
3 2 (1.87%) TOGAF Certification
Quality Assurance & Compliance
1 24 (22.43%) QA
2 18 (16.82%) Data Quality
3 2 (1.87%) PA-DSS
3 2 (1.87%) PCI DSS
Systems Management
1 3 (2.80%) Opscode Chef
1 3 (2.80%) Puppet
1 3 (2.80%) Terraform
2 1 (0.93%) Oozie
Vendors
1 63 (58.88%) Oracle
2 20 (18.69%) SAP
3 13 (12.15%) Tableau
4 10 (9.35%) TOWER Software
5 5 (4.67%) Informatica
6 4 (3.74%) Cloudera
6 4 (3.74%) Hortonworks
6 4 (3.74%) Microsoft
7 3 (2.80%) Databricks
8 2 (1.87%) Apigee
8 2 (1.87%) Google
8 2 (1.87%) MuleSoft