Period
to 9 December 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 9 December 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
South East > Hampshire
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 161 228 242
Rank change year-on-year +67 +14 -28
Permanent jobs citing Data Architecture 110 35 26
As % of all permanent IT jobs advertised in Hampshire 1.71% 0.53% 0.39%
As % of the Processes & Methodologies category 1.88% 0.59% 0.44%
Number of salaries quoted 58 31 22
Hampshire median annual salary £65,500 £52,500 £50,000
Median salary % change year-on-year +24.76% +5.00% -23.08%
10th Percentile £47,675 £36,250 £42,500
90th Percentile £75,000 £77,500 £87,250
South East median annual salary £70,000 £55,000 £67,500
% change year-on-year +27.27% -18.52% +10.20%

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 5,864 5,956 5,953
As % of all permanent IT jobs advertised in Hampshire 91.14% 89.42% 88.56%
Number of salaries quoted 4,747 5,077 5,090
Hampshire median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% -2.35%
10th Percentile £26,750 £26,250 £26,250
90th Percentile £68,750 £65,000 £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 9 December 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 9 December 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 +43 78 £65,500 +54.12%
Fareham +13 7 - -
Southampton +21 6 £50,000 +42.86% 1
Portsmouth +16 4 £52,500 +10.53%
Havant -1 3 £70,000 -6.67% 2
Farnborough - 1 - -
Data Architecture
South East

For the 6 months to 9 December 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 82 (74.55%) Oracle
2 81 (73.64%) Agile Software Development
3 73 (66.36%) Performance Monitoring
4 72 (65.45%) JavaScript
5 71 (64.55%) Unix
6 64 (58.18%) SDLC
7 62 (56.36%) Java
8 60 (54.55%) Oracle Database
9 58 (52.73%) WPF
10 55 (50.00%) Continuous Integration
11 53 (48.18%) C#
12 52 (47.27%) IIS
13 46 (41.82%) Software Delivery
14 45 (40.91%) iOS Development
14 45 (40.91%) Apple iOS
15 44 (40.00%) Windows
16 43 (39.09%) SQL Server
16 43 (39.09%) Waterfall
17 41 (37.27%) Process Improvement
18 38 (34.55%) SQL
19 35 (31.82%) Degree
20 33 (30.00%) Systems Analysis
21 25 (22.73%) Node.js
21 25 (22.73%) AngularJS
22 21 (19.09%) .NET
23 20 (18.18%) Big Data
24 19 (17.27%) API Integration
24 19 (17.27%) Data Modelling
24 19 (17.27%) Project Management
25 18 (16.36%) Analytics

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 52 (47.27%) IIS
2 4 (3.64%) Apache Spark
3 3 (2.73%) Apache
3 3 (2.73%) Apache Pig
4 2 (1.82%) Apache Solr
Applications
1 4 (3.64%) Microsoft Excel
2 3 (2.73%) Spreadsheet
Business Applications
1 3 (2.73%) SAP Oil and Gas
2 1 (0.91%) WebTrends
Cloud Services
1 11 (10.00%) GitHub
2 8 (7.27%) Amazon AWS
2 8 (7.27%) Microsoft Azure
3 4 (3.64%) Apigee
3 4 (3.64%) IaaS
3 4 (3.64%) PaaS
3 4 (3.64%) SaaS
4 2 (1.82%) Cortana Intelligence Suite
5 1 (0.91%) Google Analytics
5 1 (0.91%) Google Cloud Platform
5 1 (0.91%) Veeva
Database & Business Intelligence
1 60 (54.55%) Oracle Database
2 43 (39.09%) SQL Server
3 20 (18.18%) Big Data
4 17 (15.45%) Hadoop
5 13 (11.82%) NoSQL
6 11 (10.00%) Data Warehouse
7 9 (8.18%) BusinessObjects
8 7 (6.36%) MongoDB
9 5 (4.55%) BusinessObjects Business Intelligence
9 5 (4.55%) BusinessObjects Web Intelligence
9 5 (4.55%) Crystal Reports
9 5 (4.55%) Lumira
9 5 (4.55%) SAP BW
9 5 (4.55%) SAP HANA
10 4 (3.64%) Amazon RDS
10 4 (3.64%) Oracle Database 11g
10 4 (3.64%) SAP Data Services
11 3 (2.73%) Apache Cassandra
11 3 (2.73%) Azure SQL Database
11 3 (2.73%) Data Lake
Development Applications
1 11 (10.00%) Git (software)
2 10 (9.09%) Jasmine
2 10 (9.09%) Karma Test Runner
3 4 (3.64%) LSMW
General
1 11 (10.00%) Finance
2 5 (4.55%) Marketing
3 4 (3.64%) Financial Institution
4 3 (2.73%) Manufacturing
5 1 (0.91%) Pharmaceutical
5 1 (0.91%) Publishing
5 1 (0.91%) Retail
Job Titles
1 79 (71.82%) Developer
2 50 (45.45%) Senior Developer
3 23 (20.91%) Lead Developer
4 22 (20.00%) Architect
4 22 (20.00%) Data Architect
5 11 (10.00%) Full Stack Developer
6 10 (9.09%) Angular Developer
6 10 (9.09%) Node.js Developer
7 9 (8.18%) .NET Developer
7 9 (8.18%) Big Data Architect
8 7 (6.36%) Front End Developer (Client-Side Developer)
8 7 (6.36%) Senior .NET Developer
8 7 (6.36%) Solutions Architect
9 6 (5.45%) Big Data Solutions Architect
9 6 (5.45%) C# Developer
9 6 (5.45%) C# WPF Developer
9 6 (5.45%) Development Manager
9 6 (5.45%) Senior C# Developer
9 6 (5.45%) Senior WPF Developer
9 6 (5.45%) WPF Developer
Libraries, Frameworks & Software Standards
1 58 (52.73%) WPF
2 25 (22.73%) AngularJS
2 25 (22.73%) Node.js
3 21 (19.09%) .NET
4 12 (10.91%) CSS
4 12 (10.91%) HTML
5 10 (9.09%) Express
6 8 (7.27%) WCF
7 5 (4.55%) SAP Fiori
7 5 (4.55%) SAPUI5
8 3 (2.73%) BAPI
8 3 (2.73%) IDoc
8 3 (2.73%) Kafka
Miscellaneous
1 9 (8.18%) Analytical Skills
2 4 (3.64%) Greenfield Project
3 3 (2.73%) Life Science
4 1 (0.91%) Management Information System
4 1 (0.91%) NHS
Operating Systems
1 71 (64.55%) Unix
2 45 (40.91%) Apple iOS
3 44 (40.00%) Windows
4 14 (12.73%) Windows Server
Processes & Methodologies
1 81 (73.64%) Agile Software Development
2 73 (66.36%) Performance Monitoring
3 64 (58.18%) SDLC
4 55 (50.00%) Continuous Integration
5 46 (41.82%) Software Delivery
6 45 (40.91%) iOS Development
7 43 (39.09%) Waterfall
8 41 (37.27%) Process Improvement
9 33 (30.00%) Systems Analysis
10 19 (17.27%) API Integration
10 19 (17.27%) Data Modelling
10 19 (17.27%) Project Management
11 18 (16.36%) Analytics
12 16 (14.55%) Integration Testing
12 16 (14.55%) Mobile Development
12 16 (14.55%) System Integration Testing
12 16 (14.55%) System Testing
13 13 (11.82%) Data Management
14 12 (10.91%) Enterprise Architecture
15 11 (10.00%) Migration
Programming Languages
1 72 (65.45%) JavaScript
2 62 (56.36%) Java
3 53 (48.18%) C#
4 38 (34.55%) SQL
5 10 (9.09%) ES6
6 3 (2.73%) ABAP
6 3 (2.73%) Python
6 3 (2.73%) T-SQL
7 2 (1.82%) Apple Swift
7 2 (1.82%) Objective-C
8 1 (0.91%) PL/SQL
8 1 (0.91%) VBA
Qualifications
1 35 (31.82%) Degree
2 4 (3.64%) Computer Science Degree
2 4 (3.64%) Master's Degree
2 4 (3.64%) Security Cleared
3 3 (2.73%) SC Cleared
Quality Assurance & Compliance
1 16 (14.55%) QA
2 7 (6.36%) Data Quality
3 4 (3.64%) PA-DSS
3 4 (3.64%) PCI DSS
Systems Management
1 3 (2.73%) Opscode Chef
1 3 (2.73%) Puppet
1 3 (2.73%) Terraform
Vendors
1 82 (74.55%) Oracle
2 9 (8.18%) SAP
3 7 (6.36%) Tableau
3 7 (6.36%) TOWER Software
4 5 (4.55%) Cloudera
4 5 (4.55%) Hortonworks
5 4 (3.64%) MuleSoft
6 3 (2.73%) Databricks
6 3 (2.73%) Informatica
6 3 (2.73%) Microsoft
7 2 (1.82%) Google
8 1 (0.91%) Alteryx
8 1 (0.91%) Salesforce.com