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

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 44 65 68
Rank change year-on-year
+21 +3
Permanent jobs citing Big Data 32 19 13
As % of all permanent IT jobs located in Southampton 5.14% 2.71% 1.64%
As % of the Database & Business Intelligence category 19.75% 7.88% 6.22%
Number of salaries quoted 32 18 12
Median salary £37,500 £50,000 £45,000
Median salary % change year-on-year
-25.00% +11.11%
90% offered a salary of more than £35,000 £42,500 £32,750
10% offered a salary of more than £57,500 £50,000 £57,500
UK excluding London median salary £53,000 £51,250 £47,500
% change year-on-year
+3.41% +7.89%
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
162 241 209
As % of all permanent IT jobs located in Southampton 26.00% 34.38% 26.42%
Number of salaries quoted 156 230 187
Median salary £42,000 £37,500 £37,500
Median salary % change year-on-year
+11.99% -
90% offered a salary of more than £30,000 £30,000 £25,000
10% offered a salary of more than £57,500 £55,250 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 5 December 2016.

Big Data Salary Histogram in Southampton

Big Data
Top 30 Related IT Skills in Southampton

For the 6 months to 5 December 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 30 (65.22%) HTML
1 30 (65.22%) JavaScript
2 28 (60.87%) PHP
2 28 (60.87%) MySQL
2 28 (60.87%) Web Development
3 24 (52.17%) Elasticsearch
4 23 (50.00%) Games
4 23 (50.00%) CSS
4 23 (50.00%) Docker
4 23 (50.00%) SOLID
5 22 (47.83%) OOP
5 22 (47.83%) HTML5
6 20 (43.48%) Music Industry
6 20 (43.48%) Linux
7 19 (41.30%) MVC
8 17 (36.96%) CSS3
8 17 (36.96%) Regular Expression
8 17 (36.96%) XPath
8 17 (36.96%) PHP 5
9 15 (32.61%) Analytical Skills
10 14 (30.43%) AngularJS
11 12 (26.09%) PHP 7
12 10 (21.74%) Hadoop
13 9 (19.57%) Git (software)
13 9 (19.57%) REST
13 9 (19.57%) Python
13 9 (19.57%) Java
14 8 (17.39%) C++
14 8 (17.39%) OO
14 8 (17.39%) Software Engineering

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 24 (52.17%) Elasticsearch
2 5 (10.87%) Apache
3 4 (8.70%) nginx
4 2 (4.35%) Apache Spark
5 1 (2.17%) Apache Pig
5 1 (2.17%) Cloud Foundry
Applications
1 6 (13.04%) MS Excel
Cloud Services
1 8 (17.39%) Microsoft Azure
2 5 (10.87%) Amazon AWS
3 1 (2.17%) SaaS
Communications & Networking
1 5 (10.87%) Unified Communications
Database & Business Intelligence
1 28 (60.87%) MySQL
2 10 (21.74%) Hadoop
3 8 (17.39%) NoSQL
4 7 (15.22%) Apache Cassandra
4 7 (15.22%) SQL Server
5 5 (10.87%) Power BI
5 5 (10.87%) SQL Server 2008
5 5 (10.87%) SQL Server 2014
5 5 (10.87%) SQL Server Analysis Services
5 5 (10.87%) SQL Server Integration Services
5 5 (10.87%) SQL Server Reporting Services
6 2 (4.35%) Redis
7 1 (2.17%) Apache Accumulo
7 1 (2.17%) Apache Hive
7 1 (2.17%) HBase
7 1 (2.17%) MongoDB
7 1 (2.17%) PostgreSQL
7 1 (2.17%) Relational Database
7 1 (2.17%) Sqoop
Development Applications
1 9 (19.57%) Git (software)
2 6 (13.04%) Vagrant
3 1 (2.17%) Selenium
3 1 (2.17%) Visual Studio
General
1 23 (50.00%) Games
2 20 (43.48%) Music Industry
Job Titles
1 41 (89.13%) Developer
2 28 (60.87%) PHP Developer
3 17 (36.96%) PHP Web Developer
3 17 (36.96%) Web Developer
4 16 (34.78%) Senior Developer
5 15 (32.61%) Senior PHP Developer
6 14 (30.43%) Senior PHP Web Developer
6 14 (30.43%) Senior Web Developer
7 9 (19.57%) Full Stack Developer
8 7 (15.22%) Java Developer
9 5 (10.87%) DBA
9 5 (10.87%) SQL DBA
9 5 (10.87%) SQL Server DBA
10 4 (8.70%) Business Intelligence Developer
10 4 (8.70%) SQL BI Developer
10 4 (8.70%) SQL Developer
10 4 (8.70%) SQL Server BI Developer
10 4 (8.70%) SQL Server Developer
10 4 (8.70%) SSIS Developer
10 4 (8.70%) SSRS Developer
Libraries, Frameworks & Software Standards
1 30 (65.22%) HTML
2 23 (50.00%) CSS
3 22 (47.83%) HTML5
4 17 (36.96%) CSS3
4 17 (36.96%) Regular Expression
5 14 (30.43%) AngularJS
6 9 (19.57%) REST
7 7 (15.22%) Angular 2
7 7 (15.22%) J2EE
7 7 (15.22%) JSON
7 7 (15.22%) XML
8 5 (10.87%) LAMP
8 5 (10.87%) Laravel
8 5 (10.87%) Node.js
8 5 (10.87%) Symfony
9 4 (8.70%) LEMP Stack
9 4 (8.70%) Twitter Bootstrap
10 3 (6.52%) .NET
11 2 (4.35%) Web Services
12 1 (2.17%) ASP.NET
Miscellaneous
1 15 (32.61%) Analytical Skills
2 1 (2.17%) Grid Computing
2 1 (2.17%) Mathematics
2 1 (2.17%) Physics
Operating Systems
1 20 (43.48%) Linux
Processes & Methodologies
1 28 (60.87%) Web Development
2 23 (50.00%) SOLID
3 22 (47.83%) OOP
4 19 (41.30%) MVC
5 8 (17.39%) OO
5 8 (17.39%) Software Engineering
6 7 (15.22%) Cross-Platform Development
6 7 (15.22%) SOA
7 5 (10.87%) Agile Software Development
7 5 (10.87%) Business Intelligence
7 5 (10.87%) Database Security
7 5 (10.87%) Performance Optimisation
8 4 (8.70%) TDD
9 3 (6.52%) BDD
9 3 (6.52%) OO PHP
10 2 (4.35%) Open Source
11 1 (2.17%) Continuous Integration
11 1 (2.17%) Domain-Driven Design
11 1 (2.17%) Machine Learning
11 1 (2.17%) Rapid Prototyping
Programming Languages
1 30 (65.22%) JavaScript
2 28 (60.87%) PHP
3 17 (36.96%) PHP 5
3 17 (36.96%) XPath
4 12 (26.09%) PHP 7
5 9 (19.57%) Java
5 9 (19.57%) Python
6 8 (17.39%) C++
6 8 (17.39%) Ruby
7 5 (10.87%) PowerShell
8 3 (6.52%) C#
9 1 (2.17%) F#
9 1 (2.17%) Go
9 1 (2.17%) MATLAB
9 1 (2.17%) Scala
Qualifications
1 1 (2.17%) PhD
Quality Assurance & Compliance
1 1 (2.17%) QA
System Software
1 23 (50.00%) Docker
2 2 (4.35%) HDFS
3 1 (2.17%) Apache Flume
Systems Management
1 1 (2.17%) EMC NetWorker
1 1 (2.17%) Hadoop YARN
1 1 (2.17%) Oozie
Vendors
1 6 (13.04%) Microsoft
2 2 (4.35%) Cloudera
3 1 (2.17%) Cisco
3 1 (2.17%) Hortonworks
3 1 (2.17%) Oracle
Southampton, Hampshire
Linking Humans Limited
Salary: From £50,000 to £80,000 per annum plus benefits
Posted: 3 days ago
Southampton, Hampshire
Linking Humans Limited
Salary: From £30,000 to £40,000 per annum plus full benefits package
Posted: 3 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum + benefits
Posted: 2 days ago
Southampton
Spectrum IT
Salary: £35000 - £40000 per annum + benefits
Posted: 17 days ago