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

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 59 70 78
Rank change year-on-year
+11 +8
Permanent jobs citing Big Data 19 11 14
As % of all permanent IT jobs located in Southampton 2.89% 1.63% 1.65%
As % of the Database & Business Intelligence category 8.05% 5.39% 6.11%
Number of salaries quoted 18 11 10
Median salary £38,750 £42,500 £32,500
Median salary % change year-on-year
-8.82% +30.76%
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
236 204 229
As % of all permanent IT jobs located in Southampton 35.87% 30.31% 27.07%
Number of salaries quoted 229 185 209
Median salary £42,500 £42,500 £32,500
Median salary % change year-on-year
- +30.76%
90% offered a salary of more than £33,800 £27,500 £27,500
10% offered a salary of more than £55,000 £50,000 £55,000
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 September 2016.

Big Data Salary Histogram in Southampton

Big Data
Top 30 Related IT Skills in Southampton

For the 6 months to 24 September 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 26 (81.25%) JavaScript
1 26 (81.25%) PHP
2 24 (75.00%) MySQL
2 24 (75.00%) Web Development
3 23 (71.88%) HTML
4 21 (65.63%) Linux
4 21 (65.63%) CSS
5 20 (62.50%) Games
5 20 (62.50%) Music Industry
5 20 (62.50%) Elasticsearch
5 20 (62.50%) Docker
6 19 (59.38%) HTML5
7 18 (56.25%) SOLID
8 17 (53.13%) OOP
9 16 (50.00%) XPath
9 16 (50.00%) Analytical Skills
9 16 (50.00%) PHP 5
9 16 (50.00%) Regular Expression
9 16 (50.00%) CSS3
10 10 (31.25%) MVC
11 7 (21.88%) Software Engineering
11 7 (21.88%) AngularJS
12 5 (15.63%) Node.js
12 5 (15.63%) Python
12 5 (15.63%) Java
13 4 (12.50%) OO
13 4 (12.50%) Ruby
13 4 (12.50%) Apache Cassandra
13 4 (12.50%) NoSQL
13 4 (12.50%) Hadoop

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 20 (62.50%) Elasticsearch
2 3 (9.38%) Apache
3 2 (6.25%) nginx
4 1 (3.13%) Apache Pig
4 1 (3.13%) Apache Spark
Applications
1 1 (3.13%) MS Excel
Cloud Services
1 2 (6.25%) Amazon AWS
1 2 (6.25%) Microsoft Azure
2 1 (3.13%) SaaS
Communications & Networking
1 3 (9.38%) Unified Communications
Database & Business Intelligence
1 24 (75.00%) MySQL
2 4 (12.50%) Apache Cassandra
2 4 (12.50%) Hadoop
2 4 (12.50%) NoSQL
3 2 (6.25%) SQL Server
4 1 (3.13%) Apache Accumulo
4 1 (3.13%) Apache Hive
4 1 (3.13%) Data Mining
4 1 (3.13%) PostgreSQL
4 1 (3.13%) Relational Database
Development Applications
1 4 (12.50%) Vagrant
2 2 (6.25%) Git (software)
3 1 (3.13%) Visual Studio
General
1 20 (62.50%) Games
1 20 (62.50%) Music Industry
Job Titles
1 28 (87.50%) Developer
2 24 (75.00%) PHP Developer
3 16 (50.00%) PHP Web Developer
3 16 (50.00%) Web Developer
4 14 (43.75%) Senior Developer
5 13 (40.63%) Senior PHP Developer
5 13 (40.63%) Senior PHP Web Developer
5 13 (40.63%) Senior Web Developer
6 5 (15.63%) Junior
6 5 (15.63%) Junior Developer
6 5 (15.63%) Junior PHP Developer
7 4 (12.50%) Software Engineer
8 3 (9.38%) Junior PHP Web Developer
8 3 (9.38%) Junior Web Developer
9 2 (6.25%) Big Data Engineer
9 2 (6.25%) Full Stack Developer
9 2 (6.25%) Graduate
9 2 (6.25%) Graduate Developer
9 2 (6.25%) Graduate PHP Developer
9 2 (6.25%) Java Developer
Libraries, Frameworks & Software Standards
1 23 (71.88%) HTML
2 21 (65.63%) CSS
3 19 (59.38%) HTML5
4 16 (50.00%) CSS3
4 16 (50.00%) Regular Expression
5 7 (21.88%) AngularJS
6 5 (15.63%) Node.js
7 3 (9.38%) .NET
7 3 (9.38%) LAMP
7 3 (9.38%) Laravel
7 3 (9.38%) Symfony
8 2 (6.25%) Angular 2
8 2 (6.25%) J2EE
8 2 (6.25%) JSON
8 2 (6.25%) LEMP Stack
8 2 (6.25%) REST
8 2 (6.25%) Ruby on Rails
8 2 (6.25%) Twitter Bootstrap
8 2 (6.25%) XML
9 1 (3.13%) .NET Framework
Miscellaneous
1 16 (50.00%) Analytical Skills
2 1 (3.13%) Grid Computing
2 1 (3.13%) Mathematics
2 1 (3.13%) Physics
Operating Systems
1 21 (65.63%) Linux
Processes & Methodologies
1 24 (75.00%) Web Development
2 18 (56.25%) SOLID
3 17 (53.13%) OOP
4 10 (31.25%) MVC
5 7 (21.88%) Software Engineering
6 4 (12.50%) OO
7 3 (9.38%) TDD
8 2 (6.25%) Agile Software Development
8 2 (6.25%) BDD
8 2 (6.25%) Cross-Platform Development
8 2 (6.25%) Open Source
8 2 (6.25%) SOA
9 1 (3.13%) Big Data Analytics
9 1 (3.13%) Continuous Integration
9 1 (3.13%) Data Analysis
9 1 (3.13%) Domain-Driven Design
9 1 (3.13%) MapReduce
9 1 (3.13%) OO PHP
9 1 (3.13%) Scrum
Programming Languages
1 26 (81.25%) JavaScript
1 26 (81.25%) PHP
2 16 (50.00%) PHP 5
2 16 (50.00%) XPath
3 5 (15.63%) Java
3 5 (15.63%) Python
4 4 (12.50%) Ruby
5 3 (9.38%) C#
5 3 (9.38%) C++
5 3 (9.38%) PHP 7
6 2 (6.25%) Perl
7 1 (3.13%) F#
7 1 (3.13%) MATLAB
Qualifications
1 1 (3.13%) PhD
System Software
1 20 (62.50%) Docker
2 1 (3.13%) Apache Flume
2 1 (3.13%) HDFS
Systems Management
1 1 (3.13%) Hadoop YARN
1 1 (3.13%) Oozie
Vendors
1 1 (3.13%) Cisco
1 1 (3.13%) Cloudera
1 1 (3.13%) Microsoft
1 1 (3.13%) Oracle
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