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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Big Data
Hampshire / Southampton
Rank 56 62 90
Rank change year-on-year
+6 +28
Permanent jobs citing Big Data 14 22 4
As % of all permanent IT jobs located in Southampton 2.30% 2.78% 0.42%
As % of the Database & Business Intelligence category 8.38% 8.06% 1.20%
Number of salaries quoted 14 22 4
Median salary £40,000 £45,000 £55,000
Median salary % change year-on-year
-11.11% -18.18%
UK excluding London median salary £55,000 £50,000 £50,500
% change year-on-year
+10.00% -0.99%

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
167 273 332
As % of all permanent IT jobs located in Southampton 27.38% 34.47% 34.62%
Number of salaries quoted 158 263 288
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £32,500 £27,500 £25,000
10% offered a salary of more than £50,000 £57,500 £47,500
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 26 February 2017.

Big Data Salary Histogram in Southampton

Big Data
Top 30 Related IT Skills in Southampton

For the 6 months to 26 February 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 28 (60.87%) HTML
2 27 (58.70%) JavaScript
3 25 (54.35%) PHP
3 25 (54.35%) MySQL
4 24 (52.17%) Web Development
5 21 (45.65%) CSS
6 20 (43.48%) OOP
6 20 (43.48%) Elasticsearch
6 20 (43.48%) Docker
6 20 (43.48%) SOLID
7 19 (41.30%) HTML5
7 19 (41.30%) Games
8 18 (39.13%) Linux
8 18 (39.13%) MVC
9 16 (34.78%) AngularJS
10 14 (30.43%) PHP 7
10 14 (30.43%) CSS3
10 14 (30.43%) Regular Expression
10 14 (30.43%) PHP 5
10 14 (30.43%) XPath
10 14 (30.43%) Music Industry
11 13 (28.26%) Python
11 13 (28.26%) Java
12 12 (26.09%) C++
12 12 (26.09%) REST
12 12 (26.09%) Analytical Skills
13 10 (21.74%) Git (software)
13 10 (21.74%) Linux Command Line
14 9 (19.57%) OO
15 8 (17.39%) J2EE

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 (43.48%) Elasticsearch
2 5 (10.87%) Apache
2 5 (10.87%) nginx
3 1 (2.17%) Apache Spark
3 1 (2.17%) Cloud Foundry
3 1 (2.17%) Jetty
3 1 (2.17%) Tomcat
Applications
1 5 (10.87%) MS Excel
Cloud Services
1 7 (15.22%) Microsoft Azure
2 5 (10.87%) Amazon AWS
3 2 (4.35%) SaaS
4 1 (2.17%) Google Cloud Platform
Communications & Networking
1 5 (10.87%) Unified Communications
Database & Business Intelligence
1 25 (54.35%) MySQL
2 8 (17.39%) Hadoop
2 8 (17.39%) NoSQL
3 6 (13.04%) Apache Cassandra
4 5 (10.87%) Power BI
4 5 (10.87%) SQL Server
4 5 (10.87%) SQL Server 2008
4 5 (10.87%) SQL Server 2014
4 5 (10.87%) SQL Server Analysis Services
4 5 (10.87%) SQL Server Integration Services
4 5 (10.87%) SQL Server Reporting Services
5 2 (4.35%) Redis
6 1 (2.17%) BigQuery
6 1 (2.17%) Data Mining
6 1 (2.17%) HBase
6 1 (2.17%) MongoDB
6 1 (2.17%) Sqoop
Development Applications
1 10 (21.74%) Git (software)
2 5 (10.87%) Vagrant
3 1 (2.17%) Selenium
General
1 19 (41.30%) Games
2 14 (30.43%) Music Industry
3 1 (2.17%) Electronics
Job Titles
1 37 (80.43%) Developer
2 25 (54.35%) PHP Developer
3 14 (30.43%) PHP Web Developer
3 14 (30.43%) Web Developer
4 12 (26.09%) Senior Developer
5 11 (23.91%) Senior PHP Developer
6 9 (19.57%) Full Stack Developer
6 9 (19.57%) Senior PHP Web Developer
6 9 (19.57%) Senior Web Developer
7 8 (17.39%) Java Developer
8 5 (10.87%) DBA
8 5 (10.87%) SQL DBA
8 5 (10.87%) SQL Server DBA
9 4 (8.70%) Business Intelligence Developer
9 4 (8.70%) Data Scientist
9 4 (8.70%) SQL Developer
9 4 (8.70%) SQL Server BI Developer
9 4 (8.70%) SQL Server Developer
9 4 (8.70%) SSIS Developer
9 4 (8.70%) SSRS Developer
Libraries, Frameworks & Software Standards
1 28 (60.87%) HTML
2 21 (45.65%) CSS
3 19 (41.30%) HTML5
4 16 (34.78%) AngularJS
5 14 (30.43%) CSS3
5 14 (30.43%) Regular Expression
6 12 (26.09%) REST
7 8 (17.39%) Angular 2
7 8 (17.39%) J2EE
7 8 (17.39%) JSON
8 7 (15.22%) XML
9 6 (13.04%) Node.js
10 5 (10.87%) LAMP
10 5 (10.87%) Laravel
10 5 (10.87%) LEMP Stack
10 5 (10.87%) Symfony
10 5 (10.87%) Twitter Bootstrap
11 2 (4.35%) Web Services
12 1 (2.17%) jQuery
12 1 (2.17%) Spring
Miscellaneous
1 12 (26.09%) Analytical Skills
2 10 (21.74%) Linux Command Line
3 5 (10.87%) Algorithms
4 1 (2.17%) Internet of Things
4 1 (2.17%) Smart Energy
4 1 (2.17%) Taxonomies
Operating Systems
1 18 (39.13%) Linux
2 1 (2.17%) Embedded Linux
Processes & Methodologies
1 24 (52.17%) Web Development
2 20 (43.48%) OOP
2 20 (43.48%) SOLID
3 18 (39.13%) MVC
4 9 (19.57%) OO
5 8 (17.39%) SOA
6 7 (15.22%) Cross-Platform Development
6 7 (15.22%) Software Engineering
7 6 (13.04%) Machine Learning
7 6 (13.04%) Mathematics
8 5 (10.87%) Business Intelligence
8 5 (10.87%) Database Security
8 5 (10.87%) Performance Optimisation
9 4 (8.70%) Agile Software Development
9 4 (8.70%) Data Analysis
9 4 (8.70%) Mathematical Modelling
9 4 (8.70%) OO PHP
9 4 (8.70%) Physics
10 2 (4.35%) Analytics
11 1 (2.17%) Line Management
Programming Languages
1 27 (58.70%) JavaScript
2 25 (54.35%) PHP
3 14 (30.43%) PHP 5
3 14 (30.43%) PHP 7
3 14 (30.43%) XPath
4 13 (28.26%) Java
4 13 (28.26%) Python
5 12 (26.09%) C++
6 8 (17.39%) Ruby
7 5 (10.87%) PowerShell
8 1 (2.17%) Go
8 1 (2.17%) Scala
Qualifications
1 4 (8.70%) PhD
Quality Assurance & Compliance
1 1 (2.17%) PMO
1 1 (2.17%) QA
System Software
1 20 (43.48%) Docker
2 1 (2.17%) HDFS
Systems Management
1 1 (2.17%) EMC NetWorker
Vendors
1 5 (10.87%) Microsoft
2 1 (2.17%) Cloudera
2 1 (2.17%) Google
2 1 (2.17%) Hortonworks
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 6 days ago
Southampton
Recruitment Genius Ltd
Salary: £30000 - £35000 per annum
Posted: 6 days ago
Southampton
Spectrum IT
Salary: £35000 - £50000 per annum + Benefits
Posted: 19 days ago
Southampton
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Salary: £45000 - £55000 per annum
Posted: 20 days ago