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 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Hampshire / Portsmouth
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 53 - 51
Rank change year-on-year - 0  
Permanent jobs citing Data Analysis 1 0 5
As % of all permanent IT jobs advertised in Portsmouth 0.30% - 1.68%
As % of the Processes & Methodologies category 0.33% - 1.99%
Number of salaries quoted 1 0 3
Median salary £27,500 - £27,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Portsmouth with a requirement for process and methodology skills.

Process & Methodology Skills
Portsmouth
Permanent job vacancies with a requirement for process and methodology skills 302 216 251
As % of all permanent IT job vacancies advertised in Portsmouth 90.69% 81.51% 84.51%
Number of salaries quoted 262 201 231
Median salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.55% -  
90% offered a salary of more than £28,500 £31,750 £28,900
10% offered a salary of more than £55,000 £60,000 £57,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analysis
Job Vacancy Trend in Portsmouth

The job posting trend of jobs advertised in Portsmouth citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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

For the 6 months to 29 March 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 1 (100.00%) JavaScript
1 1 (100.00%) SQL
1 1 (100.00%) CSS
1 1 (100.00%) Python
1 1 (100.00%) Agile Software Development
1 1 (100.00%) TDD
1 1 (100.00%) Ajax
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Statistics
1 1 (100.00%) Django
1 1 (100.00%) Hadoop
1 1 (100.00%) Visualisation
1 1 (100.00%) Open Source
1 1 (100.00%) Predictive Modelling
1 1 (100.00%) R
1 1 (100.00%) Data Visualisation
1 1 (100.00%) MapReduce
1 1 (100.00%) Machine Learning
1 1 (100.00%) D3.js
1 1 (100.00%) Big Data
1 1 (100.00%) Deep Learning
1 1 (100.00%) Apache Spark
1 1 (100.00%) Algorithms

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 1 (100.00%) Apache Spark
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Hadoop
Job Titles
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) Ajax
1 1 (100.00%) CSS
1 1 (100.00%) D3.js
1 1 (100.00%) Django
Miscellaneous
1 1 (100.00%) Algorithms
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Deep Learning
1 1 (100.00%) Machine Learning
1 1 (100.00%) MapReduce
1 1 (100.00%) Open Source
1 1 (100.00%) Predictive Modelling
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Statistics
1 1 (100.00%) TDD
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) JavaScript
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) SQL