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 30 March 2017 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire / Southampton
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 60 53 89
Rank change year-on-year -7 +36  
Permanent jobs citing Big Data 13 36 3
As % of all permanent IT jobs advertised in Southampton 2.05% 4.43% 0.32%
As % of the Database & Business Intelligence category 6.88% 12.04% 0.93%
Number of salaries quoted 13 36 3
Median salary £50,000 £45,000 £55,000
Median salary % change year-on-year +11.11% -18.18%  
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

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 189 299 323
As % of all permanent IT job vacancies advertised in Southampton 29.76% 36.78% 33.96%
Number of salaries quoted 180 287 263
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £27,500 £26,000
10% offered a salary of more than £52,500 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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 30 March 2017.

Salary histogram for Big Data in Southampton

For the 6 months to 30 March 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 21 (50.00%) HTML
1 21 (50.00%) JavaScript
2 19 (45.24%) PHP
3 17 (40.48%) MySQL
3 17 (40.48%) CSS
3 17 (40.48%) Web Development
4 15 (35.71%) HTML5
5 14 (33.33%) Java
5 14 (33.33%) C++
5 14 (33.33%) OOP
5 14 (33.33%) Elasticsearch
5 14 (33.33%) Docker
5 14 (33.33%) SOLID
6 13 (30.95%) AngularJS
6 13 (30.95%) Games
7 12 (28.57%) MVC
7 12 (28.57%) Linux
8 10 (23.81%) Python
8 10 (23.81%) CSS3
8 10 (23.81%) Regular Expression
8 10 (23.81%) PHP 5
8 10 (23.81%) XPath
8 10 (23.81%) Software Engineering
8 10 (23.81%) PHP 7
9 9 (21.43%) REST
10 8 (19.05%) Hadoop
10 8 (19.05%) Microsoft Azure
10 8 (19.05%) Music Industry
10 8 (19.05%) Analytical Skills
10 8 (19.05%) Machine Learning

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 14 (33.33%) Elasticsearch
2 3 (7.14%) Apache
2 3 (7.14%) nginx
3 1 (2.38%) Apache Spark
3 1 (2.38%) Cloud Foundry
3 1 (2.38%) Jetty
3 1 (2.38%) Tomcat
Applications
1 5 (11.90%) MS Excel
Business Applications
1 1 (2.38%) Oracle EBS
Cloud Services
1 8 (19.05%) Microsoft Azure
2 6 (14.29%) Amazon AWS
3 2 (4.76%) SaaS
4 1 (2.38%) Google Cloud Platform
Communications & Networking
1 3 (7.14%) Unified Communications
Database & Business Intelligence
1 17 (40.48%) MySQL
2 8 (19.05%) Hadoop
3 7 (16.67%) NoSQL
3 7 (16.67%) SQL Server
4 5 (11.90%) Power BI
4 5 (11.90%) SQL Server 2008
4 5 (11.90%) SQL Server 2014
4 5 (11.90%) SQL Server Analysis Services
4 5 (11.90%) SQL Server Integration Services
4 5 (11.90%) SQL Server Reporting Services
5 4 (9.52%) Apache Cassandra
6 2 (4.76%) Redis
7 1 (2.38%) BigQuery
7 1 (2.38%) Data Mining
7 1 (2.38%) HBase
7 1 (2.38%) MongoDB
7 1 (2.38%) Sqoop
Development Applications
1 7 (16.67%) Git (software)
2 3 (7.14%) Vagrant
3 2 (4.76%) Eclipse
3 2 (4.76%) JUnit
3 2 (4.76%) Subversion
4 1 (2.38%) Selenium
4 1 (2.38%) Visual Studio
General
1 13 (30.95%) Games
2 8 (19.05%) Music Industry
3 3 (7.14%) Electronics
4 1 (2.38%) Back Office
4 1 (2.38%) Banking
4 1 (2.38%) Finance
4 1 (2.38%) Marketing
4 1 (2.38%) Retail
4 1 (2.38%) Telecoms
Job Titles
1 30 (71.43%) Developer
2 17 (40.48%) PHP Developer
3 12 (28.57%) Web Developer
4 10 (23.81%) PHP Web Developer
4 10 (23.81%) Senior Developer
5 7 (16.67%) Java Developer
5 7 (16.67%) Senior PHP Developer
6 6 (14.29%) Full Stack Developer
7 5 (11.90%) DBA
7 5 (11.90%) Senior PHP Web Developer
7 5 (11.90%) Senior Web Developer
7 5 (11.90%) Software Engineer
7 5 (11.90%) SQL DBA
7 5 (11.90%) SQL Server DBA
8 4 (9.52%) Business Intelligence Developer
8 4 (9.52%) Data Scientist
8 4 (9.52%) SQL BI Developer
8 4 (9.52%) SQL Developer
8 4 (9.52%) SQL Server BI Developer
8 4 (9.52%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 21 (50.00%) HTML
2 17 (40.48%) CSS
3 15 (35.71%) HTML5
4 13 (30.95%) AngularJS
5 10 (23.81%) CSS3
5 10 (23.81%) Regular Expression
6 9 (21.43%) REST
7 7 (16.67%) J2EE
8 6 (14.29%) XML
9 5 (11.90%) Angular 2
9 5 (11.90%) JSON
10 4 (9.52%) Node.js
11 3 (7.14%) jQuery
11 3 (7.14%) LAMP
11 3 (7.14%) Laravel
11 3 (7.14%) LEMP Stack
11 3 (7.14%) Symfony
11 3 (7.14%) Twitter Bootstrap
12 2 (4.76%) SWT
12 2 (4.76%) Web Services
Miscellaneous
1 8 (19.05%) Analytical Skills
2 7 (16.67%) Algorithms
3 6 (14.29%) Linux Command Line
4 4 (9.52%) Computer Science
5 1 (2.38%) Grid Computing
5 1 (2.38%) Internet of Things
5 1 (2.38%) Smart Energy
5 1 (2.38%) Taxonomies
5 1 (2.38%) Virtual Team
Operating Systems
1 12 (28.57%) Linux
2 2 (4.76%) Mac OS
2 2 (4.76%) Unix
2 2 (4.76%) Windows
3 1 (2.38%) Embedded Linux
Processes & Methodologies
1 17 (40.48%) Web Development
2 14 (33.33%) OOP
2 14 (33.33%) SOLID
3 12 (28.57%) MVC
4 10 (23.81%) Software Engineering
5 8 (19.05%) Machine Learning
6 7 (16.67%) Mathematics
7 6 (14.29%) OO
8 5 (11.90%) Agile Software Development
8 5 (11.90%) Business Intelligence
8 5 (11.90%) Data Analysis
8 5 (11.90%) Database Security
8 5 (11.90%) Performance Optimisation
8 5 (11.90%) Physics
8 5 (11.90%) SOA
9 4 (9.52%) Cross-Platform Development
9 4 (9.52%) Mathematical Modelling
10 3 (7.14%) OO PHP
10 3 (7.14%) Stakeholder Management
11 2 (4.76%) Analytics
Programming Languages
1 21 (50.00%) JavaScript
2 19 (45.24%) PHP
3 14 (33.33%) C++
3 14 (33.33%) Java
4 10 (23.81%) PHP 5
4 10 (23.81%) PHP 7
4 10 (23.81%) Python
4 10 (23.81%) XPath
5 5 (11.90%) PowerShell
5 5 (11.90%) Ruby
6 3 (7.14%) C#
7 1 (2.38%) Go
7 1 (2.38%) MATLAB
7 1 (2.38%) Scala
Qualifications
1 5 (11.90%) PhD
2 2 (4.76%) Degree
Quality Assurance & Compliance
1 1 (2.38%) PMO
1 1 (2.38%) QA
System Software
1 14 (33.33%) Docker
2 1 (2.38%) HDFS
Systems Management
1 1 (2.38%) EMC NetWorker
Vendors
1 5 (11.90%) Microsoft
2 1 (2.38%) Cloudera
2 1 (2.38%) Google
2 1 (2.38%) Hortonworks
2 1 (2.38%) MapR
2 1 (2.38%) Oracle
Southampton
Spectrum IT
Salary: £45000 - £65000 per annum
Posted: 17 days ago