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 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Big Data
Rank 53 97 66
Rank change year-on-year
+44 -31
Permanent jobs citing Big Data 38 1 22
As % of all permanent IT jobs located in Southampton 4.66% 0.11% 2.31%
As % of the Database & Business Intelligence category 12.58% 0.35% 8.94%
Number of salaries quoted 38 1 22
Median salary £45,000 £55,000 £50,000
Median salary % change year-on-year
-18.18% +10.00%
90% offered a salary of more than £30,000 £55,000 £35,500
10% offered a salary of more than £55,000 £55,000 £64,500
UK excluding London median salary £50,000 £50,000 £50,000
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
302 288 246
As % of all permanent IT jobs located in Southampton 37.06% 32.99% 25.84%
Number of salaries quoted 290 244 232
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £29,750 £28,000 £29,500
10% offered a salary of more than £52,500 £57,500 £50,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 6 May 2016.

Big Data Salary Histogram in Southampton

Big Data
Top 30 Related IT Skills in Southampton

For the 6 months to 6 May 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 28 (53.85%) JavaScript
2 27 (51.92%) Software Engineering
3 26 (50.00%) Python
4 25 (48.08%) PHP
5 23 (44.23%) HTML
6 21 (40.38%) Java
7 20 (38.46%) CSS
7 20 (38.46%) Agile Software Development
8 19 (36.54%) Linux
9 18 (34.62%) Web Development
10 16 (30.77%) MySQL
10 16 (30.77%) PHP 5
11 14 (26.92%) HTML5
11 14 (26.92%) AngularJS
12 13 (25.00%) C#
12 13 (25.00%) TDD
13 12 (23.08%) SQL Server
13 12 (23.08%) OOP
13 12 (23.08%) Continuous Integration
14 11 (21.15%) Node.js
14 11 (21.15%) CSS3
14 11 (21.15%) .NET
15 10 (19.23%) Ruby
15 10 (19.23%) NoSQL
16 9 (17.31%) Elasticsearch
16 9 (17.31%) Regular Expression
16 9 (17.31%) Machine Learning
16 9 (17.31%) Mathematics
16 9 (17.31%) BDD
16 9 (17.31%) Ruby on Rails

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 11 (21.15%) Node.js
2 9 (17.31%) Elasticsearch
3 1 (1.92%) Apache Pig
3 1 (1.92%) Oracle Spatial
Cloud Services
1 5 (9.62%) Microsoft Azure
2 4 (7.69%) Amazon AWS
3 2 (3.85%) IaaS
3 2 (3.85%) PaaS
3 2 (3.85%) SaaS
Communications & Networking
1 1 (1.92%) Internet
Database & Business Intelligence
1 16 (30.77%) MySQL
2 12 (23.08%) SQL Server
3 10 (19.23%) NoSQL
4 2 (3.85%) Hadoop
4 2 (3.85%) Relational Database
5 1 (1.92%) Apache Accumulo
5 1 (1.92%) Apache Hive
5 1 (1.92%) IBM InfoSphere
5 1 (1.92%) Oracle Database
5 1 (1.92%) PostgreSQL
Development Applications
1 1 (1.92%) Jenkins
General
1 9 (17.31%) Games
1 9 (17.31%) Music Industry
Job Titles
1 25 (48.08%) Developer
2 16 (30.77%) Senior Developer
3 15 (28.85%) Software Engineer
4 12 (23.08%) PHP Developer
5 10 (19.23%) .NET Developer
5 10 (19.23%) Data Scientist
6 9 (17.31%) Big Data Engineer
6 9 (17.31%) C# .NET Developer
6 9 (17.31%) C# Developer
6 9 (17.31%) PHP Web Developer
6 9 (17.31%) Senior .NET Developer
6 9 (17.31%) Senior C# .NET Developer
6 9 (17.31%) Senior C# Developer
6 9 (17.31%) Web Developer
7 5 (9.62%) Junior
7 5 (9.62%) Junior PHP Developer
7 5 (9.62%) Junior PHP Web Developer
7 5 (9.62%) Junior Web Developer
7 5 (9.62%) Senior C++ Software Engineer
7 5 (9.62%) Senior PHP Developer
Libraries, Frameworks & Software Standards
1 23 (44.23%) HTML
2 20 (38.46%) CSS
3 14 (26.92%) AngularJS
3 14 (26.92%) HTML5
4 11 (21.15%) .NET
4 11 (21.15%) CSS3
5 9 (17.31%) Regular Expression
5 9 (17.31%) Ruby on Rails
6 8 (15.38%) .NET Framework
7 7 (13.46%) LAMP
8 6 (11.54%) Web Services
9 4 (7.69%) jQuery
9 4 (7.69%) JSON
9 4 (7.69%) REST
10 2 (3.85%) KnockoutJS
11 1 (1.92%) ASP.NET MVC
11 1 (1.92%) D3.js
11 1 (1.92%) Django
11 1 (1.92%) RESTful
11 1 (1.92%) Spring
Miscellaneous
1 9 (17.31%) Analytical Skills
1 9 (17.31%) Mathematics
2 8 (15.38%) Physics
2 8 (15.38%) Statistics
3 5 (9.62%) Algorithms
3 5 (9.62%) Visualisation
4 2 (3.85%) Computer Science
5 1 (1.92%) Enterprise Software
5 1 (1.92%) Internet of Things
5 1 (1.92%) Machine to Machine
5 1 (1.92%) Mobile App
5 1 (1.92%) Raspberry Pi
5 1 (1.92%) Smart Energy
5 1 (1.92%) User Experience
Operating Systems
1 19 (36.54%) Linux
Processes & Methodologies
1 27 (51.92%) Software Engineering
2 20 (38.46%) Agile Software Development
3 18 (34.62%) Web Development
4 13 (25.00%) TDD
5 12 (23.08%) Continuous Integration
5 12 (23.08%) OOP
6 9 (17.31%) BDD
6 9 (17.31%) Machine Learning
7 8 (15.38%) Scrum
8 7 (13.46%) Analytics
9 5 (9.62%) Data Munging
9 5 (9.62%) Data Visualisation
9 5 (9.62%) Linear Algebra
10 4 (7.69%) Big Data Analytics
10 4 (7.69%) Data Analytics
10 4 (7.69%) Open Source
10 4 (7.69%) Open Source Development
10 4 (7.69%) SOLID
11 3 (5.77%) AOP
12 2 (3.85%) Predictive Analytics
Programming Languages
1 28 (53.85%) JavaScript
2 26 (50.00%) Python
3 25 (48.08%) PHP
4 21 (40.38%) Java
5 16 (30.77%) PHP 5
6 13 (25.00%) C#
7 10 (19.23%) Ruby
8 9 (17.31%) Perl
8 9 (17.31%) XPath
9 8 (15.38%) C++
9 8 (15.38%) R
9 8 (15.38%) SQL
10 3 (5.77%) MATLAB
11 1 (1.92%) F#
11 1 (1.92%) Julia
Qualifications
1 4 (7.69%) Security Cleared
2 3 (5.77%) PhD
3 1 (1.92%) Degree
3 1 (1.92%) DV Cleared
System Software
1 9 (17.31%) Docker
2 1 (1.92%) Apache Flume
2 1 (1.92%) Firmware
2 1 (1.92%) HDFS
Systems Management
1 1 (1.92%) Hadoop YARN
1 1 (1.92%) Oozie
Vendors
1 2 (3.85%) Oracle
2 1 (1.92%) Cloudera
2 1 (1.92%) IBM
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum + benefits
Posted: 3 days ago
Southampton
Spectrum IT
Salary: £35000 - £50000 per annum + benefits
Posted: 24 days ago