Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Portsmouth with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Hampshire > Portsmouth
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 76 67 69
Rank change year-on-year -9 +2 +47
Permanent jobs citing Data Analysis 10 3 17
As % of all permanent IT jobs advertised in Portsmouth 1.45% 0.45% 2.07%
As % of the Processes & Methodologies category 1.63% 0.49% 2.33%
Number of salaries quoted 20 3 12
Portsmouth median annual salary £42,500 £38,500 £32,500
Median salary % change year-on-year +10.39% +18.46% -31.58%
10th Percentile £38,750 £36,750 £31,000
90th Percentile £47,650 £40,650 £37,125
Hampshire median annual salary £42,500 £38,500 £32,500
% change year-on-year +10.39% +18.46% -22.62%

Data Analysis 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 Portsmouth with a requirement for process or methodology skills.

All Process and Methodology Skills
Portsmouth
Permanent vacancies with a requirement for process or methodology skills 613 614 731
As % of all permanent IT jobs advertised in Portsmouth 88.71% 92.61% 88.93%
Number of salaries quoted 531 591 638
Portsmouth median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +4.94%
10th Percentile £22,750 £26,250 £25,000
90th Percentile £58,750 £60,000 £58,750
Hampshire median annual salary £42,500 £41,500 £42,500
% change year-on-year +2.41% -2.35% +2.41%

Data Analysis
Job Vacancy Trend in Portsmouth

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Portsmouth.

Job vacancy trend for Data Analysis in Portsmouth

Data Analysis
Salary Trend in Portsmouth

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

Salary trend for Data Analysis in Portsmouth

Data Analysis
Salary Histogram in Portsmouth

The salary distribution of IT jobs citing Data Analysis in Portsmouth over the 6 months to 24 November 2017.

Salary histogram for Data Analysis in Portsmouth

For the 6 months to 24 November 2017, IT jobs citing Data Analysis 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 Portsmouth region with a requirement for Data Analysis.

1 6 (60.00%) SQL
1 6 (60.00%) Python
2 5 (50.00%) Microsoft
3 4 (40.00%) HTML
3 4 (40.00%) JavaScript
3 4 (40.00%) CSS
3 4 (40.00%) Agile Software Development
3 4 (40.00%) TDD
3 4 (40.00%) Django
3 4 (40.00%) Atlassian Bamboo
3 4 (40.00%) Continuous Integration
3 4 (40.00%) Git (software)
3 4 (40.00%) Microsoft Azure
3 4 (40.00%) Amazon AWS
3 4 (40.00%) Big Data
3 4 (40.00%) Jenkins
3 4 (40.00%) Apache Spark
3 4 (40.00%) Travis CI
4 3 (30.00%) Customer Requirements
4 3 (30.00%) Data Structures
4 3 (30.00%) SDLC
4 3 (30.00%) SC Cleared
4 3 (30.00%) Security Cleared
4 3 (30.00%) ITIL
4 3 (30.00%) Remedy
5 2 (20.00%) GIS
5 2 (20.00%) ITSM
5 2 (20.00%) Back Office
5 2 (20.00%) MVC
5 2 (20.00%) Finance

Data Analysis
Co-occurring IT Skills in Portsmouth 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 4 (40.00%) Apache Spark
2 2 (20.00%) NServiceBus
3 1 (10.00%) Elasticsearch
3 1 (10.00%) IIS
3 1 (10.00%) SAP Portal
3 1 (10.00%) SharePoint
Applications
1 2 (20.00%) Microsoft Excel
Business Applications
1 2 (20.00%) Remedy ITSM
Cloud Services
1 4 (40.00%) Amazon AWS
1 4 (40.00%) Microsoft Azure
Communications & Networking
1 1 (10.00%) DNS
1 1 (10.00%) Firewall
1 1 (10.00%) Reverse Proxy
1 1 (10.00%) SSL
Database & Business Intelligence
1 4 (40.00%) Big Data
2 2 (20.00%) Geospatial Data
2 2 (20.00%) GIS
2 2 (20.00%) NoSQL
2 2 (20.00%) Redis
2 2 (20.00%) SQL Server
3 1 (10.00%) PostgreSQL
Development Applications
1 4 (40.00%) Atlassian Bamboo
1 4 (40.00%) Git (software)
1 4 (40.00%) Jenkins
1 4 (40.00%) Travis CI
2 2 (20.00%) Moq
2 2 (20.00%) NUnit
3 1 (10.00%) Team Foundation Server
General
1 2 (20.00%) Back Office
1 2 (20.00%) Finance
1 2 (20.00%) Legal
1 2 (20.00%) Retail
Job Titles
1 5 (50.00%) Developer
2 4 (40.00%) Python Developer
3 3 (30.00%) Analyst
3 3 (30.00%) Senior Analyst
4 2 (20.00%) .NET Software Engineer
4 2 (20.00%) Senior .NET Software Engineer
4 2 (20.00%) Senior Software Engineer
4 2 (20.00%) Software Analyst
4 2 (20.00%) Software Engineer
5 1 (10.00%) Business Analyst
5 1 (10.00%) Senior Business Analyst
5 1 (10.00%) UX Developer
5 1 (10.00%) Web Developer
Libraries, Frameworks & Software Standards
1 4 (40.00%) CSS
1 4 (40.00%) Django
1 4 (40.00%) HTML
2 2 (20.00%) .NET
2 2 (20.00%) HTML5
3 1 (10.00%) Ajax
3 1 (10.00%) Angular 2
3 1 (10.00%) AngularJS
3 1 (10.00%) Celery
3 1 (10.00%) jQuery
3 1 (10.00%) JSON
3 1 (10.00%) NumPy
3 1 (10.00%) REST
3 1 (10.00%) SAP Fiori
3 1 (10.00%) Web Services
Miscellaneous
1 3 (30.00%) Data Structures
2 2 (20.00%) Wiki
3 1 (10.00%) Analytical Skills
3 1 (10.00%) Driving Licence
3 1 (10.00%) User Experience
Operating Systems
1 1 (10.00%) Linux
Processes & Methodologies
1 4 (40.00%) Agile Software Development
1 4 (40.00%) Continuous Integration
1 4 (40.00%) TDD
2 3 (30.00%) Customer Requirements
2 3 (30.00%) ITIL
2 3 (30.00%) SDLC
3 2 (20.00%) Collaborative Working
3 2 (20.00%) Data Modelling
3 2 (20.00%) E-Commerce
3 2 (20.00%) Internal Audit
3 2 (20.00%) Mentoring
3 2 (20.00%) Pair Programming
3 2 (20.00%) Release Management
3 2 (20.00%) SFIA
3 2 (20.00%) SOA
3 2 (20.00%) Software Asset Management
3 2 (20.00%) Software Licensing
3 2 (20.00%) SOLID
3 2 (20.00%) Time Management
3 2 (20.00%) Visualisation
Programming Languages
1 6 (60.00%) Python
1 6 (60.00%) SQL
2 4 (40.00%) JavaScript
3 2 (20.00%) C#
3 2 (20.00%) Java
3 2 (20.00%) Ruby
Qualifications
1 3 (30.00%) SC Cleared
1 3 (30.00%) Security Cleared
2 2 (20.00%) ISEB
3 1 (10.00%) Degree
Quality Assurance & Compliance
1 2 (20.00%) QA
2 1 (10.00%) PMO
2 1 (10.00%) SLA
System Software
1 2 (20.00%) Active Directory
2 1 (10.00%) Docker
Systems Management
1 1 (10.00%) Marathon
Vendors
1 5 (50.00%) Microsoft
2 3 (30.00%) Remedy
3 1 (10.00%) SAP