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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 64 77 81
Rank change year-on-year
+13 +4
Permanent jobs citing Big Data 15 5 10
As % of all permanent IT jobs located in Southampton 2.07% 0.69% 1.14%
As % of the Database & Business Intelligence category 5.54% 2.24% 3.79%
Number of salaries quoted 14 5 10
Median salary £42,500 £42,500 £55,000
Median salary % change year-on-year
- -22.72%
90% offered a salary of more than £38,250 £41,600 £44,500
10% offered a salary of more than £52,000 £42,500 £65,000
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
271 223 264
As % of all permanent IT jobs located in Southampton 37.43% 30.93% 30.17%
Number of salaries quoted 267 192 244
Median salary £42,500 £41,000 £37,500
Median salary % change year-on-year
+3.65% +9.33%
90% offered a salary of more than £30,500 £25,400 £30,000
10% offered a salary of more than £50,000 £60,000 £52,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 27 July 2016.

Big Data Salary Histogram in Southampton

Big Data
Top 30 Related IT Skills in Southampton

For the 6 months to 27 July 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 35 (63.64%) JavaScript
2 32 (58.18%) PHP
3 29 (52.73%) HTML
4 27 (49.09%) MySQL
5 26 (47.27%) CSS
6 25 (45.45%) Software Engineering
7 24 (43.64%) PHP 5
8 23 (41.82%) Web Development
8 23 (41.82%) Linux
9 22 (40.00%) OOP
10 21 (38.18%) HTML5
11 20 (36.36%) Python
12 18 (32.73%) Games
12 18 (32.73%) Music Industry
12 18 (32.73%) Elasticsearch
12 18 (32.73%) Docker
13 17 (30.91%) Regular Expression
13 17 (30.91%) CSS3
13 17 (30.91%) XPath
13 17 (30.91%) Agile Software Development
13 17 (30.91%) Java
13 17 (30.91%) Analytical Skills
14 14 (25.45%) SOLID
15 11 (20.00%) TDD
15 11 (20.00%) C#
15 11 (20.00%) .NET
16 10 (18.18%) SQL Server
17 9 (16.36%) C++
17 9 (16.36%) BDD
17 9 (16.36%) Machine Learning

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 18 (32.73%) Elasticsearch
2 2 (3.64%) Apache Pig
3 1 (1.82%) Apache
3 1 (1.82%) Apache Spark
3 1 (1.82%) Oracle Spatial
Applications
1 1 (1.82%) MS Excel
Cloud Services
1 6 (10.91%) Amazon AWS
1 6 (10.91%) Microsoft Azure
2 3 (5.45%) SaaS
3 2 (3.64%) IaaS
3 2 (3.64%) PaaS
Communications & Networking
1 1 (1.82%) Internet
1 1 (1.82%) Unified Communications
Database & Business Intelligence
1 27 (49.09%) MySQL
2 10 (18.18%) SQL Server
3 5 (9.09%) NoSQL
4 3 (5.45%) Hadoop
4 3 (5.45%) Relational Database
5 2 (3.64%) Apache Accumulo
5 2 (3.64%) Apache Hive
5 2 (3.64%) PostgreSQL
6 1 (1.82%) Apache Cassandra
6 1 (1.82%) Data Mining
6 1 (1.82%) IBM InfoSphere
6 1 (1.82%) Oracle Database
Development Applications
1 1 (1.82%) Jenkins
1 1 (1.82%) Vagrant
1 1 (1.82%) Visual Studio
General
1 18 (32.73%) Games
1 18 (32.73%) Music Industry
Job Titles
1 33 (60.00%) Developer
2 23 (41.82%) PHP Developer
3 21 (38.18%) Senior Developer
4 17 (30.91%) PHP Web Developer
4 17 (30.91%) Web Developer
5 13 (23.64%) Senior PHP Developer
5 13 (23.64%) Software Engineer
6 10 (18.18%) Senior PHP Web Developer
6 10 (18.18%) Senior Web Developer
7 8 (14.55%) .NET Developer
7 8 (14.55%) C# .NET Developer
7 8 (14.55%) C# Developer
7 8 (14.55%) Data Scientist
7 8 (14.55%) Senior .NET Developer
7 8 (14.55%) Senior C# .NET Developer
7 8 (14.55%) Senior C# Developer
8 5 (9.09%) Big Data Engineer
8 5 (9.09%) Junior PHP Developer
8 5 (9.09%) Junior PHP Web Developer
8 5 (9.09%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 29 (52.73%) HTML
2 26 (47.27%) CSS
3 21 (38.18%) HTML5
4 17 (30.91%) CSS3
4 17 (30.91%) Regular Expression
5 11 (20.00%) .NET
6 8 (14.55%) AngularJS
6 8 (14.55%) LAMP
7 7 (12.73%) .NET Framework
8 6 (10.91%) Node.js
9 5 (9.09%) Ruby on Rails
10 4 (7.27%) JSON
10 4 (7.27%) REST
10 4 (7.27%) Web Services
11 3 (5.45%) jQuery
12 1 (1.82%) ASP.NET
12 1 (1.82%) ASP.NET MVC
12 1 (1.82%) Laravel
12 1 (1.82%) RESTful
12 1 (1.82%) Symfony
Miscellaneous
1 17 (30.91%) Analytical Skills
2 8 (14.55%) Mathematics
2 8 (14.55%) Statistics
3 7 (12.73%) Physics
4 5 (9.09%) Visualisation
5 3 (5.45%) Algorithms
6 1 (1.82%) Grid Computing
6 1 (1.82%) Internet of Things
6 1 (1.82%) Machine to Machine
6 1 (1.82%) Mobile App
6 1 (1.82%) Smart Energy
Operating Systems
1 23 (41.82%) Linux
Processes & Methodologies
1 25 (45.45%) Software Engineering
2 23 (41.82%) Web Development
3 22 (40.00%) OOP
4 17 (30.91%) Agile Software Development
5 14 (25.45%) SOLID
6 11 (20.00%) TDD
7 9 (16.36%) BDD
7 9 (16.36%) Machine Learning
8 8 (14.55%) Continuous Integration
9 7 (12.73%) Scrum
10 6 (10.91%) Open Source
11 5 (9.09%) Data Munging
11 5 (9.09%) Data Visualisation
11 5 (9.09%) Linear Algebra
12 4 (7.27%) Analytics
12 4 (7.27%) Open Source Development
13 3 (5.45%) AOP
13 3 (5.45%) Big Data Analytics
13 3 (5.45%) MVC
14 2 (3.64%) Web Application Development
Programming Languages
1 35 (63.64%) JavaScript
2 32 (58.18%) PHP
3 24 (43.64%) PHP 5
4 20 (36.36%) Python
5 17 (30.91%) Java
5 17 (30.91%) XPath
6 11 (20.00%) C#
7 9 (16.36%) C++
8 6 (10.91%) R
8 6 (10.91%) Ruby
8 6 (10.91%) SQL
9 5 (9.09%) Perl
10 2 (3.64%) F#
10 2 (3.64%) MATLAB
11 1 (1.82%) Julia
Qualifications
1 2 (3.64%) PhD
2 1 (1.82%) DV Cleared
2 1 (1.82%) Security Cleared
System Software
1 18 (32.73%) Docker
2 2 (3.64%) Apache Flume
2 2 (3.64%) HDFS
Systems Management
1 2 (3.64%) Hadoop YARN
1 2 (3.64%) Oozie
Vendors
1 3 (5.45%) Oracle
2 2 (3.64%) Cloudera
3 1 (1.82%) Cisco
3 1 (1.82%) IBM
3 1 (1.82%) Microsoft
Southampton
Spectrum IT
Salary: £50000 - £70000 per annum
Posted: 19 days ago
Southampton
Spectrum IT
Salary: £35000 - £55000 per annum + benefits
Posted: 21 days ago