Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Southampton with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire > Southampton
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 90 72 89
Rank change year-on-year -18 +17 +9
Permanent jobs citing Big Data 27 43 29
As % of all permanent IT jobs advertised in Southampton 1.92% 3.21% 2.13%
As % of the Database & Business Intelligence category 5.31% 9.73% 6.46%
Number of salaries quoted 29 43 28
Southampton median annual salary £42,500 £42,500 £43,750
Median salary % change year-on-year - -2.86% +25.00%
10th Percentile £37,500 £32,500 £38,750
90th Percentile £55,000 £61,250 £52,500
Hampshire median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +11.11%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Southampton with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Southampton
Permanent vacancies with a requirement for database or business intelligence skills 508 442 449
As % of all permanent IT jobs advertised in Southampton 36.16% 32.96% 32.94%
Number of salaries quoted 472 429 404
Southampton median annual salary £40,000 £40,000 £39,000
Median salary % change year-on-year - +2.56% +11.43%
10th Percentile £26,250 £26,250 £25,075
90th Percentile £57,500 £57,500 £56,250
Hampshire median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

Big Data
Job Vacancy Trend in Southampton

Job postings citing Big Data as a percentage of all IT jobs advertised in Southampton.

Job vacancy trend for Big Data in Southampton

Big Data
Salary Trend in Southampton

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

Salary trend for Big Data in Southampton

Big Data
Salary Histogram in Southampton

The salary distribution of IT jobs citing Big Data in Southampton over the 6 months to 19 November 2017.

Salary histogram for Big Data in Southampton

For the 6 months to 19 November 2017, IT jobs citing Big Data 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 Southampton region with a requirement for Big Data.

1 16 (59.26%) Java
1 16 (59.26%) AngularJS
2 15 (55.56%) Hadoop
2 15 (55.56%) C++
3 12 (44.44%) J2EE
4 11 (40.74%) Software Engineering
4 11 (40.74%) XML
4 11 (40.74%) Degree
4 11 (40.74%) Computer Science
5 10 (37.04%) Mac OS
5 10 (37.04%) SWT
5 10 (37.04%) Unix
5 10 (37.04%) Windows
5 10 (37.04%) JUnit
5 10 (37.04%) Subversion
5 10 (37.04%) Eclipse
5 10 (37.04%) Computer Science Degree
6 8 (29.63%) Python
7 7 (25.93%) Amazon AWS
7 7 (25.93%) Data Analysis
8 6 (22.22%) Agile Software Development
8 6 (22.22%) HTML
8 6 (22.22%) Mathematics
9 5 (18.52%) Physics
9 5 (18.52%) JavaScript
9 5 (18.52%) CSS
9 5 (18.52%) Machine Learning
9 5 (18.52%) Algorithms
10 4 (14.81%) Mathematical Modelling
10 4 (14.81%) Docker

Big Data
Co-occurring IT Skills in Southampton 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 3 (11.11%) Apache Spark
Cloud Services
1 7 (25.93%) Amazon AWS
2 4 (14.81%) SaaS
3 3 (11.11%) Cloud Computing
3 3 (11.11%) Microsoft Azure
Database & Business Intelligence
1 15 (55.56%) Hadoop
2 1 (3.70%) MongoDB
2 1 (3.70%) NoSQL
Development Applications
1 10 (37.04%) Eclipse
1 10 (37.04%) JUnit
1 10 (37.04%) Subversion
2 4 (14.81%) Git (software)
3 3 (11.11%) Atlassian Bamboo
3 3 (11.11%) Jenkins
3 3 (11.11%) Travis CI
Job Titles
1 19 (70.37%) Developer
2 12 (44.44%) Java Developer
3 10 (37.04%) Senior Developer
3 10 (37.04%) Senior Java Developer
4 8 (29.63%) Data Scientist
5 4 (14.81%) Angular Developer
5 4 (14.81%) AWS Developer
5 4 (14.81%) Front End Developer (Client-Side Developer)
5 4 (14.81%) JavaScript Developer
6 3 (11.11%) Python Developer
7 1 (3.70%) Full Stack Developer
7 1 (3.70%) Graduate
7 1 (3.70%) Graduate Developer
7 1 (3.70%) Graduate Java Developer
7 1 (3.70%) Junior
7 1 (3.70%) Junior Developer
7 1 (3.70%) Junior Java Developer
Libraries, Frameworks & Software Standards
1 16 (59.26%) AngularJS
2 12 (44.44%) J2EE
3 11 (40.74%) XML
4 10 (37.04%) SWT
5 6 (22.22%) HTML
6 5 (18.52%) CSS
7 4 (14.81%) Node.js
7 4 (14.81%) React
8 3 (11.11%) Django
8 3 (11.11%) Velocity
9 1 (3.70%) Angular 2
9 1 (3.70%) JSON
9 1 (3.70%) REST
9 1 (3.70%) RESTful
9 1 (3.70%) Web Services
Miscellaneous
1 11 (40.74%) Computer Science
2 5 (18.52%) Algorithms
Operating Systems
1 10 (37.04%) Mac OS
1 10 (37.04%) Unix
1 10 (37.04%) Windows
Processes & Methodologies
1 11 (40.74%) Software Engineering
2 7 (25.93%) Data Analysis
3 6 (22.22%) Agile Software Development
3 6 (22.22%) Mathematics
4 5 (18.52%) Machine Learning
4 5 (18.52%) Physics
5 4 (14.81%) Front End Development
5 4 (14.81%) Mathematical Modelling
5 4 (14.81%) Statistics
6 3 (11.11%) Analytics
6 3 (11.11%) Business Intelligence
6 3 (11.11%) Continuous Integration
6 3 (11.11%) Customer Requirements
6 3 (11.11%) Data Visualisation
6 3 (11.11%) Digital Transformation Programme
6 3 (11.11%) ERP
6 3 (11.11%) Open Source
6 3 (11.11%) Single Customer View
6 3 (11.11%) TDD
6 3 (11.11%) Visualisation
Programming Languages
1 16 (59.26%) Java
2 15 (55.56%) C++
3 8 (29.63%) Python
4 5 (18.52%) JavaScript
5 3 (11.11%) SQL
6 1 (3.70%) Julia
6 1 (3.70%) MATLAB
6 1 (3.70%) R
6 1 (3.70%) Ruby
Qualifications
1 11 (40.74%) Degree
2 10 (37.04%) Computer Science Degree
3 4 (14.81%) PhD
System Software
1 4 (14.81%) Docker