The table below looks at the statistics for Big Data skills in IT jobs advertised for the Southampton region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 74 72 84
Rank change year-on-year
-2 +12
Permanent jobs citing Big Data 14 10 7
As % of all permanent IT jobs located in Southampton 1.93% 1.44% 0.83%
As % of the Database & Business Intelligence category 5.36% 4.61% 2.83%
Number of salaries quoted 13 10 6
Median salary £42,500 £42,500 £32,500
Median salary % change year-on-year
- +30.76%
UK excluding London median salary £55,000 £50,000 £48,500
% change year-on-year
+10.00% +3.09%
Big Data
Hampshire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Southampton region.

Database & Business Intelligence Category
Southampton
Permanent IT job ads with a match in the
Database & Business Intelligence category
261 217 247
As % of all permanent IT jobs located in Southampton 35.90% 31.18% 29.27%
Number of salaries quoted 256 190 224
Median salary £42,500 £40,000 £31,500
Median salary % change year-on-year
+6.25% +26.98%
90% offered a salary of more than £30,000 £27,500 £29,500
10% offered a salary of more than £50,000 £50,000 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Southampton

The demand trend of job ads across the Southampton region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the Southampton region.

Big Data Salary Trend in Southampton

Big Data
Salary Histogram in Southampton

This chart provides a salary histogram for IT jobs citing Big Data across the Southampton region over the 3 months to 24 August 2016.

Big Data Salary Histogram in Southampton

Big Data
Top 30 Related IT Skills in Southampton

For the 6 months to 24 August 2016, 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 31 (70.45%) JavaScript
2 28 (63.64%) PHP
3 26 (59.09%) HTML
4 25 (56.82%) MySQL
5 23 (52.27%) CSS
6 22 (50.00%) Web Development
7 21 (47.73%) PHP 5
7 21 (47.73%) HTML5
7 21 (47.73%) Linux
8 19 (43.18%) OOP
8 19 (43.18%) Games
8 19 (43.18%) Music Industry
8 19 (43.18%) Elasticsearch
8 19 (43.18%) Docker
9 17 (38.64%) Regular Expression
9 17 (38.64%) CSS3
9 17 (38.64%) XPath
9 17 (38.64%) Analytical Skills
10 16 (36.36%) Software Engineering
11 15 (34.09%) SOLID
12 11 (25.00%) Python
12 11 (25.00%) Java
13 10 (22.73%) Agile Software Development
14 7 (15.91%) TDD
14 7 (15.91%) C#
14 7 (15.91%) SQL Server
14 7 (15.91%) .NET
15 6 (13.64%) C++
15 6 (13.64%) Microsoft Azure
15 6 (13.64%) Amazon AWS

Big Data
Top Related 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 19 (43.18%) Elasticsearch
2 2 (4.55%) Apache Pig
3 1 (2.27%) Apache
3 1 (2.27%) Apache Spark
Applications
1 1 (2.27%) MS Excel
Cloud Services
1 6 (13.64%) Amazon AWS
1 6 (13.64%) Microsoft Azure
2 3 (6.82%) SaaS
3 2 (4.55%) IaaS
3 2 (4.55%) PaaS
Communications & Networking
1 1 (2.27%) Internet
1 1 (2.27%) Unified Communications
Database & Business Intelligence
1 25 (56.82%) MySQL
2 7 (15.91%) SQL Server
3 3 (6.82%) Hadoop
3 3 (6.82%) NoSQL
3 3 (6.82%) Relational Database
4 2 (4.55%) Apache Accumulo
4 2 (4.55%) Apache Cassandra
4 2 (4.55%) Apache Hive
4 2 (4.55%) PostgreSQL
5 1 (2.27%) Data Mining
5 1 (2.27%) IBM InfoSphere
Development Applications
1 2 (4.55%) Vagrant
2 1 (2.27%) Visual Studio
General
1 19 (43.18%) Games
1 19 (43.18%) Music Industry
Job Titles
1 30 (68.18%) Developer
2 23 (52.27%) PHP Developer
3 17 (38.64%) PHP Web Developer
3 17 (38.64%) Senior Developer
3 17 (38.64%) Web Developer
4 12 (27.27%) Senior PHP Developer
5 10 (22.73%) Senior PHP Web Developer
5 10 (22.73%) Senior Web Developer
6 8 (18.18%) Software Engineer
7 5 (11.36%) .NET Developer
7 5 (11.36%) C# Developer
7 5 (11.36%) Data Scientist
7 5 (11.36%) Junior
7 5 (11.36%) Junior Developer
7 5 (11.36%) Junior PHP Developer
7 5 (11.36%) Junior PHP Web Developer
7 5 (11.36%) Junior Web Developer
7 5 (11.36%) Senior .NET Developer
7 5 (11.36%) Senior C# .NET Developer
7 5 (11.36%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 26 (59.09%) HTML
2 23 (52.27%) CSS
3 21 (47.73%) HTML5
4 17 (38.64%) CSS3
4 17 (38.64%) Regular Expression
5 7 (15.91%) .NET
6 6 (13.64%) AngularJS
7 5 (11.36%) LAMP
8 4 (9.09%) .NET Framework
8 4 (9.09%) JSON
8 4 (9.09%) Node.js
8 4 (9.09%) REST
8 4 (9.09%) Web Services
9 3 (6.82%) jQuery
9 3 (6.82%) Ruby on Rails
10 1 (2.27%) ASP.NET
10 1 (2.27%) ASP.NET MVC
10 1 (2.27%) Laravel
10 1 (2.27%) RESTful
10 1 (2.27%) Symfony
Miscellaneous
1 17 (38.64%) Analytical Skills
2 5 (11.36%) Mathematics
2 5 (11.36%) Statistics
3 4 (9.09%) Physics
4 3 (6.82%) Algorithms
5 2 (4.55%) Visualisation
6 1 (2.27%) Grid Computing
6 1 (2.27%) Internet of Things
6 1 (2.27%) Machine to Machine
6 1 (2.27%) Mobile App
6 1 (2.27%) Smart Energy
Operating Systems
1 21 (47.73%) Linux
Processes & Methodologies
1 22 (50.00%) Web Development
2 19 (43.18%) OOP
3 16 (36.36%) Software Engineering
4 15 (34.09%) SOLID
5 10 (22.73%) Agile Software Development
6 7 (15.91%) TDD
7 6 (13.64%) Machine Learning
8 5 (11.36%) BDD
9 4 (9.09%) Analytics
9 4 (9.09%) Continuous Integration
9 4 (9.09%) MVC
9 4 (9.09%) Open Source
9 4 (9.09%) Scrum
10 3 (6.82%) Big Data Analytics
11 2 (4.55%) AOP
11 2 (4.55%) Data Analytics
11 2 (4.55%) Data Visualisation
11 2 (4.55%) MapReduce
11 2 (4.55%) Predictive Analytics
11 2 (4.55%) Web Application Development
Programming Languages
1 31 (70.45%) JavaScript
2 28 (63.64%) PHP
3 21 (47.73%) PHP 5
4 17 (38.64%) XPath
5 11 (25.00%) Java
5 11 (25.00%) Python
6 7 (15.91%) C#
7 6 (13.64%) C++
8 3 (6.82%) Perl
8 3 (6.82%) R
8 3 (6.82%) Ruby
8 3 (6.82%) SQL
9 2 (4.55%) F#
9 2 (4.55%) MATLAB
10 1 (2.27%) Julia
Qualifications
1 2 (4.55%) PhD
2 1 (2.27%) DV Cleared
2 1 (2.27%) Security Cleared
System Software
1 19 (43.18%) Docker
2 2 (4.55%) Apache Flume
2 2 (4.55%) HDFS
Systems Management
1 2 (4.55%) Hadoop YARN
1 2 (4.55%) Oozie
Vendors
1 2 (4.55%) Cloudera
1 2 (4.55%) Oracle
2 1 (2.27%) Cisco
2 1 (2.27%) IBM
2 1 (2.27%) Microsoft
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £65000 per annum
Posted: 4 hours ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum + benefits
Posted: 2 hours ago
Southampton
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000 per annum + Package
Posted: 8 days ago