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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire / Southampton
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 59 69 83
Rank change year-on-year +10 +14  
Permanent jobs citing Big Data 11 13 3
As % of all permanent IT jobs advertised in Southampton 1.95% 1.80% 0.39%
As % of the Database & Business Intelligence category 7.28% 5.12% 1.15%
Number of salaries quoted 11 13 3
Median salary £57,500 £42,500 £42,500
Median salary % change year-on-year +35.29% -  
UK excluding London median salary £55,000 £55,000 £50,000
% change year-on-year - +10.00%  

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

Database & Business Intelligence Skills
Southampton
Permanent job vacancies with a requirement for database and business intelligence skills 151 254 262
As % of all permanent IT job vacancies advertised in Southampton 26.77% 35.08% 33.63%
Number of salaries quoted 147 248 221
Median salary £40,000 £42,022 £40,000
Median salary % change year-on-year -4.81% +5.05%  
90% offered a salary of more than £25,000 £30,000 £26,000
10% offered a salary of more than £55,000 £52,500 £50,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Southampton

The job posting trend of jobs advertised in Southampton citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 26 June 2017.

Salary histogram for Big Data in Southampton

For the 6 months to 26 June 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 14 (60.87%) C++
2 13 (56.52%) Java
3 11 (47.83%) Hadoop
4 9 (39.13%) AngularJS
5 8 (34.78%) Python
5 8 (34.78%) J2EE
6 7 (30.43%) Software Engineering
6 7 (30.43%) Web Development
6 7 (30.43%) Mathematics
6 7 (30.43%) HTML
6 7 (30.43%) XML
6 7 (30.43%) Machine Learning
6 7 (30.43%) Algorithms
7 6 (26.09%) REST
7 6 (26.09%) NoSQL
7 6 (26.09%) MVC
8 5 (21.74%) SOA
8 5 (21.74%) Physics
8 5 (21.74%) Computer Science
8 5 (21.74%) Agile Software Development
8 5 (21.74%) Git (software)
8 5 (21.74%) JSON
8 5 (21.74%) Angular 2
9 4 (17.39%) Cross-Platform Development
9 4 (17.39%) Analytics
9 4 (17.39%) Data Analysis
9 4 (17.39%) Statistics
9 4 (17.39%) Ruby
9 4 (17.39%) PhD
9 4 (17.39%) JavaScript

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 1 (4.35%) Jetty
1 1 (4.35%) Tomcat
Business Applications
1 1 (4.35%) Oracle EBS
Cloud Services
1 3 (13.04%) Cloud Computing
2 2 (8.70%) Amazon AWS
2 2 (8.70%) Microsoft Azure
3 1 (4.35%) Google Cloud Platform
3 1 (4.35%) SaaS
Database & Business Intelligence
1 11 (47.83%) Hadoop
2 6 (26.09%) NoSQL
3 2 (8.70%) SQL Server
4 1 (4.35%) BigQuery
Development Applications
1 5 (21.74%) Git (software)
2 3 (13.04%) Eclipse
2 3 (13.04%) JUnit
2 3 (13.04%) Subversion
3 1 (4.35%) Visual Studio
General
1 3 (13.04%) Electronics
2 1 (4.35%) Back Office
2 1 (4.35%) Banking
2 1 (4.35%) Finance
2 1 (4.35%) Marketing
2 1 (4.35%) Retail
2 1 (4.35%) Telecoms
Job Titles
1 10 (43.48%) Developer
2 8 (34.78%) Java Developer
3 7 (30.43%) Data Scientist
4 4 (17.39%) Full Stack Developer
4 4 (17.39%) Senior Developer
4 4 (17.39%) Senior Java Developer
4 4 (17.39%) Software Engineer
5 2 (8.70%) Developer/Software Engineer
5 2 (8.70%) Head of Programmes
5 2 (8.70%) Software Developer
5 2 (8.70%) Web Developer
5 2 (8.70%) Web Engineer
6 1 (4.35%) Cloud Engineer
6 1 (4.35%) Cloud Software Engineer
6 1 (4.35%) Embedded Engineer
6 1 (4.35%) Head of Analytics
6 1 (4.35%) JavaScript Engineer
6 1 (4.35%) Senior Cloud Engineer
6 1 (4.35%) Transformation Director
6 1 (4.35%) UI Engineer
Libraries, Frameworks & Software Standards
1 9 (39.13%) AngularJS
2 8 (34.78%) J2EE
3 7 (30.43%) HTML
3 7 (30.43%) XML
4 6 (26.09%) REST
5 5 (21.74%) Angular 2
5 5 (21.74%) JSON
6 3 (13.04%) CSS
6 3 (13.04%) SWT
6 3 (13.04%) Velocity
7 2 (8.70%) Ajax
7 2 (8.70%) HTML5
7 2 (8.70%) jQuery
8 1 (4.35%) .NET
8 1 (4.35%) ASP.NET
8 1 (4.35%) ASP.NET MVC
8 1 (4.35%) Node.js
8 1 (4.35%) Spring
8 1 (4.35%) Spring MVC
Miscellaneous
1 7 (30.43%) Algorithms
2 5 (21.74%) Computer Science
3 1 (4.35%) Grid Computing
3 1 (4.35%) Internet of Things
3 1 (4.35%) Smart Energy
3 1 (4.35%) Taxonomies
3 1 (4.35%) Virtual Team
Operating Systems
1 3 (13.04%) Mac OS
1 3 (13.04%) Unix
1 3 (13.04%) Windows
2 1 (4.35%) Embedded Linux
2 1 (4.35%) Linux
Processes & Methodologies
1 7 (30.43%) Machine Learning
1 7 (30.43%) Mathematics
1 7 (30.43%) Software Engineering
1 7 (30.43%) Web Development
2 6 (26.09%) MVC
3 5 (21.74%) Agile Software Development
3 5 (21.74%) Physics
3 5 (21.74%) SOA
4 4 (17.39%) Analytics
4 4 (17.39%) Cross-Platform Development
4 4 (17.39%) Data Analysis
4 4 (17.39%) Statistics
5 3 (13.04%) Business Intelligence
5 3 (13.04%) CRM
5 3 (13.04%) Data Visualisation
5 3 (13.04%) Digital Transformation Programme
5 3 (13.04%) ERP
5 3 (13.04%) Mathematical Modelling
5 3 (13.04%) Single Customer View
5 3 (13.04%) Stakeholder Management
Programming Languages
1 14 (60.87%) C++
2 13 (56.52%) Java
3 8 (34.78%) Python
4 4 (17.39%) JavaScript
4 4 (17.39%) Ruby
5 3 (13.04%) C#
6 2 (8.70%) MATLAB
6 2 (8.70%) PHP
7 1 (4.35%) Julia
7 1 (4.35%) R
Qualifications
1 4 (17.39%) PhD
2 3 (13.04%) Computer Science Degree
2 3 (13.04%) Degree
System Software
1 1 (4.35%) Docker
Vendors
1 2 (8.70%) MapR
2 1 (4.35%) Google
2 1 (4.35%) Oracle