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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Big Data
Hampshire / Southampton
Rank 54 68 80
Rank change year-on-year
+14 +12
Permanent jobs citing Big Data 22 14 8
As % of all permanent IT jobs located in Southampton 3.37% 1.95% 0.96%
As % of the Database & Business Intelligence category 14.57% 5.62% 2.77%
Number of salaries quoted 22 13 8
Median salary £37,500 £47,500 £45,000
Median salary % change year-on-year
-21.05% +5.55%
90% offered a salary of more than £35,250 £42,500 £35,000
10% offered a salary of more than £57,500 £50,000 £56,500
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
151 249 289
As % of all permanent IT jobs located in Southampton 23.12% 34.63% 34.57%
Number of salaries quoted 146 238 252
Median salary £39,000 £37,500 £37,500
Median salary % change year-on-year
+4.00% -
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £52,500 £55,000 £49,200
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 20 January 2017.

Big Data Salary Histogram in Southampton

Big Data
Top 30 Related IT Skills in Southampton

For the 6 months to 20 January 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 27 (60.00%) HTML
1 27 (60.00%) JavaScript
1 27 (60.00%) PHP
1 27 (60.00%) MySQL
2 25 (55.56%) Web Development
3 22 (48.89%) Elasticsearch
3 22 (48.89%) SOLID
4 21 (46.67%) Docker
4 21 (46.67%) Games
5 20 (44.44%) CSS
5 20 (44.44%) MVC
5 20 (44.44%) OOP
6 19 (42.22%) HTML5
7 17 (37.78%) Linux
8 16 (35.56%) Music Industry
9 14 (31.11%) CSS3
9 14 (31.11%) PHP 5
9 14 (31.11%) PHP 7
9 14 (31.11%) AngularJS
9 14 (31.11%) Regular Expression
9 14 (31.11%) XPath
10 12 (26.67%) Analytical Skills
11 11 (24.44%) Python
11 11 (24.44%) Java
12 10 (22.22%) C++
12 10 (22.22%) REST
12 10 (22.22%) Hadoop
13 9 (20.00%) Git (software)
13 9 (20.00%) OO
14 8 (17.78%) Apache Cassandra

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 22 (48.89%) Elasticsearch
2 5 (11.11%) Apache
2 5 (11.11%) nginx
3 2 (4.44%) Apache Spark
4 1 (2.22%) Apache Pig
4 1 (2.22%) Cloud Foundry
Applications
1 5 (11.11%) MS Excel
Cloud Services
1 7 (15.56%) Microsoft Azure
2 5 (11.11%) Amazon AWS
3 1 (2.22%) SaaS
Communications & Networking
1 5 (11.11%) Unified Communications
Database & Business Intelligence
1 27 (60.00%) MySQL
2 10 (22.22%) Hadoop
3 8 (17.78%) Apache Cassandra
3 8 (17.78%) NoSQL
4 6 (13.33%) SQL Server
5 5 (11.11%) Power BI
5 5 (11.11%) SQL Server 2008
5 5 (11.11%) SQL Server 2014
5 5 (11.11%) SQL Server Analysis Services
5 5 (11.11%) SQL Server Integration Services
5 5 (11.11%) SQL Server Reporting Services
6 2 (4.44%) Redis
7 1 (2.22%) Apache Accumulo
7 1 (2.22%) Apache Hive
7 1 (2.22%) Data Mining
7 1 (2.22%) HBase
7 1 (2.22%) MongoDB
7 1 (2.22%) PostgreSQL
7 1 (2.22%) Relational Database
7 1 (2.22%) Sqoop
Development Applications
1 9 (20.00%) Git (software)
2 7 (15.56%) Vagrant
3 1 (2.22%) Selenium
3 1 (2.22%) Visual Studio
General
1 21 (46.67%) Games
2 16 (35.56%) Music Industry
Job Titles
1 39 (86.67%) Developer
2 27 (60.00%) PHP Developer
3 14 (31.11%) PHP Web Developer
3 14 (31.11%) Web Developer
4 11 (24.44%) Senior Developer
4 11 (24.44%) Senior PHP Developer
5 9 (20.00%) Full Stack Developer
5 9 (20.00%) Senior PHP Web Developer
5 9 (20.00%) Senior Web Developer
6 7 (15.56%) Java Developer
7 5 (11.11%) DBA
7 5 (11.11%) SQL DBA
7 5 (11.11%) SQL Server DBA
8 4 (8.89%) Business Intelligence Developer
8 4 (8.89%) SQL BI Developer
8 4 (8.89%) SQL Developer
8 4 (8.89%) SQL Server BI Developer
8 4 (8.89%) SQL Server Developer
8 4 (8.89%) SSIS Developer
8 4 (8.89%) SSRS Developer
Libraries, Frameworks & Software Standards
1 27 (60.00%) HTML
2 20 (44.44%) CSS
3 19 (42.22%) HTML5
4 14 (31.11%) AngularJS
4 14 (31.11%) CSS3
4 14 (31.11%) Regular Expression
5 10 (22.22%) REST
6 7 (15.56%) Angular 2
6 7 (15.56%) J2EE
6 7 (15.56%) JSON
6 7 (15.56%) XML
7 5 (11.11%) LAMP
7 5 (11.11%) Laravel
7 5 (11.11%) LEMP Stack
7 5 (11.11%) Node.js
7 5 (11.11%) Symfony
7 5 (11.11%) Twitter Bootstrap
8 2 (4.44%) Web Services
9 1 (2.22%) .NET
9 1 (2.22%) ASP.NET
Miscellaneous
1 12 (26.67%) Analytical Skills
2 3 (6.67%) Mathematics
2 3 (6.67%) Physics
3 2 (4.44%) Algorithms
4 1 (2.22%) Grid Computing
Operating Systems
1 17 (37.78%) Linux
Processes & Methodologies
1 25 (55.56%) Web Development
2 22 (48.89%) SOLID
3 20 (44.44%) MVC
3 20 (44.44%) OOP
4 9 (20.00%) OO
5 7 (15.56%) Cross-Platform Development
5 7 (15.56%) SOA
5 7 (15.56%) Software Engineering
6 5 (11.11%) Business Intelligence
6 5 (11.11%) Database Security
6 5 (11.11%) Performance Optimisation
7 4 (8.89%) OO PHP
8 3 (6.67%) Agile Software Development
8 3 (6.67%) Data Analysis
8 3 (6.67%) Machine Learning
9 2 (4.44%) TDD
10 1 (2.22%) Big Data Analytics
10 1 (2.22%) Risk Management
10 1 (2.22%) Stakeholder Management
10 1 (2.22%) Workflow
Programming Languages
1 27 (60.00%) JavaScript
1 27 (60.00%) PHP
2 14 (31.11%) PHP 5
2 14 (31.11%) PHP 7
2 14 (31.11%) XPath
3 11 (24.44%) Java
3 11 (24.44%) Python
4 10 (22.22%) C++
5 8 (17.78%) Ruby
6 5 (11.11%) PowerShell
7 1 (2.22%) C#
7 1 (2.22%) Go
7 1 (2.22%) MATLAB
7 1 (2.22%) Scala
Qualifications
1 3 (6.67%) PhD
Quality Assurance & Compliance
1 1 (2.22%) QA
System Software
1 21 (46.67%) Docker
2 2 (4.44%) HDFS
3 1 (2.22%) Apache Flume
Systems Management
1 1 (2.22%) EMC NetWorker
1 1 (2.22%) Hadoop YARN
1 1 (2.22%) Oozie
Vendors
1 5 (11.11%) Microsoft
2 2 (4.44%) Cloudera
3 1 (2.22%) Hortonworks
3 1 (2.22%) Oracle
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 16 hours ago