The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Big Data
South East / Hampshire
Rank 117 105 179
Rank change year-on-year -12 +74  
Permanent jobs citing Big Data 51 89 17
As % of all permanent IT jobs advertised in Hampshire 1.70% 2.64% 0.46%
As % of the Database & Business Intelligence category 5.47% 7.86% 1.32%
Number of salaries quoted 48 72 15
Median salary £63,750 £45,000 £45,000
Median salary % change year-on-year +41.66% -  
90% offered a salary of more than £36,300 £34,000 £37,500
10% offered a salary of more than £77,500 £62,250 £61,000
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Hampshire
Permanent job vacancies with a requirement for database and business intelligence skills 932 1132 1288
As % of all permanent IT job vacancies advertised in Hampshire 31.14% 33.52% 34.78%
Number of salaries quoted 827 1037 1149
Median salary £40,750 £42,500 £42,000
Median salary % change year-on-year -4.11% +1.19%  
90% offered a salary of more than £30,000 £29,850 £28,500
10% offered a salary of more than £63,250 £58,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Hampshire

Big Data
Salary Trend in Hampshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in Hampshire.

Salary trend for Big Data in Hampshire

Big Data
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Big Data in Hampshire over the 3 months to 24 March 2017.

Salary histogram for Big Data in Hampshire

Big Data
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Hampshire region over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton -10 12 £50,000 +11.11% 2
Hook - 6 £65,000 -
Aldershot +8 5 £77,500 - 1
Farnborough -8 4 £67,500 +58.82%
Fareham +9 3 £51,750 +130.00% 1
Basingstoke +5 2 £65,000 +4.00%
Portsmouth -10 2 £41,250 -0.60%
Wallington - 2 £55,000 -
Romsey - 1 £27,500 - 1
Winchester - 1 £42,500 - 1
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 24 March 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 Hampshire region with a requirement for Big Data.

1 55 (45.45%) Java
2 40 (33.06%) JavaScript
3 37 (30.58%) Hadoop
4 33 (27.27%) J2EE
4 33 (27.27%) MySQL
4 33 (27.27%) Agile Software Development
5 31 (25.62%) HTML
6 30 (24.79%) Python
7 28 (23.14%) PHP
8 27 (22.31%) CSS
8 27 (22.31%) Spring
9 24 (19.83%) HTML5
10 23 (19.01%) Software Engineering
10 23 (19.01%) MVC
10 23 (19.01%) OOP
11 22 (18.18%) Linux
12 20 (16.53%) AngularJS
12 20 (16.53%) Web Development
13 19 (15.70%) MapReduce
13 19 (15.70%) Docker
14 18 (14.88%) Elasticsearch
14 18 (14.88%) C#
15 17 (14.05%) C++
16 16 (13.22%) SQL
17 15 (12.40%) SQL Server
17 15 (12.40%) SOLID
18 14 (11.57%) OO
18 14 (11.57%) Web Services
18 14 (11.57%) SOA
18 14 (11.57%) Games

Big Data
Top Related IT Skills in Hampshire 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 (14.88%) Elasticsearch
2 12 (9.92%) Apache Spark
3 10 (8.26%) Apache
3 10 (8.26%) nginx
4 4 (3.31%) SAS
5 3 (2.48%) Apache Pig
6 1 (0.83%) Cloud Foundry
6 1 (0.83%) Jetty
6 1 (0.83%) Tomcat
Applications
1 6 (4.96%) MS Excel
2 1 (0.83%) Stata
Business Applications
1 1 (0.83%) Maximo
1 1 (0.83%) Oracle EBS
Cloud Services
1 10 (8.26%) Amazon AWS
2 9 (7.44%) Microsoft Azure
3 4 (3.31%) SaaS
4 3 (2.48%) GitHub
5 1 (0.83%) Google Cloud Platform
Communications & Networking
1 10 (8.26%) Unified Communications
Database & Business Intelligence
1 37 (30.58%) Hadoop
2 33 (27.27%) MySQL
3 15 (12.40%) SQL Server
4 12 (9.92%) Apache Cassandra
4 12 (9.92%) HBase
5 10 (8.26%) NoSQL
6 8 (6.61%) Relational Database
7 6 (4.96%) Power BI
8 5 (4.13%) SQL Server 2008
8 5 (4.13%) SQL Server 2014
8 5 (4.13%) SQL Server Analysis Services
8 5 (4.13%) SQL Server Integration Services
8 5 (4.13%) SQL Server Reporting Services
9 4 (3.31%) Apache Hive
9 4 (3.31%) Data Mining
9 4 (3.31%) PostgreSQL
9 4 (3.31%) RDBMS
10 3 (2.48%) Oracle BI EE
11 2 (1.65%) DB2
11 2 (1.65%) Redis
Development Applications
1 8 (6.61%) Git (software)
2 3 (2.48%) Bitbucket
2 3 (2.48%) Vagrant
3 2 (1.65%) Team Foundation Server
4 1 (0.83%) Eclipse
4 1 (0.83%) JUnit
4 1 (0.83%) NUnit
4 1 (0.83%) Selenium
4 1 (0.83%) SpecFlow
4 1 (0.83%) Subversion
4 1 (0.83%) Visual Studio
General
1 14 (11.57%) Games
2 9 (7.44%) Music Industry
3 4 (3.31%) Electronics
4 3 (2.48%) Finance
5 1 (0.83%) Advertising
5 1 (0.83%) Automotive
5 1 (0.83%) Back Office
5 1 (0.83%) Banking
5 1 (0.83%) Manufacturing
5 1 (0.83%) Marketing
5 1 (0.83%) Retail
5 1 (0.83%) Telecoms
Job Titles
1 76 (62.81%) Developer
2 33 (27.27%) Java Developer
3 31 (25.62%) Senior Developer
4 25 (20.66%) PHP Developer
5 16 (13.22%) Senior Java Developer
6 15 (12.40%) Senior PHP Developer
7 14 (11.57%) Architect
8 13 (10.74%) Web Developer
9 11 (9.09%) Lead Developer
9 11 (9.09%) Lead Java Developer
9 11 (9.09%) PHP Web Developer
10 10 (8.26%) Data Architect
10 10 (8.26%) Software Engineer
11 9 (7.44%) SQL Developer
12 8 (6.61%) C# Architect
12 8 (6.61%) Java Architect
12 8 (6.61%) Java Software Architect
12 8 (6.61%) Python Software Architect
12 8 (6.61%) SOA Architect
12 8 (6.61%) Software Architect
Libraries, Frameworks & Software Standards
1 33 (27.27%) J2EE
2 31 (25.62%) HTML
3 27 (22.31%) CSS
3 27 (22.31%) Spring
4 24 (19.83%) HTML5
5 20 (16.53%) AngularJS
6 14 (11.57%) Web Services
7 11 (9.09%) CSS3
7 11 (9.09%) Node.js
7 11 (9.09%) Regular Expression
8 10 (8.26%) LAMP
8 10 (8.26%) Laravel
8 10 (8.26%) LEMP Stack
8 10 (8.26%) REST
8 10 (8.26%) Symfony
8 10 (8.26%) Twitter Bootstrap
9 8 (6.61%) .NET
10 7 (5.79%) RabbitMQ
11 6 (4.96%) JSON
11 6 (4.96%) XML
Miscellaneous
1 13 (10.74%) Analytical Skills
2 9 (7.44%) Algorithms
3 8 (6.61%) Linux Command Line
4 6 (4.96%) Computer Science
5 3 (2.48%) User Experience
6 2 (1.65%) Mobile Payment
6 2 (1.65%) Virtual Team
7 1 (0.83%) Data Centre
7 1 (0.83%) Data Structures
7 1 (0.83%) Grid Computing
7 1 (0.83%) Internet of Things
7 1 (0.83%) iPad
7 1 (0.83%) Management Information System
7 1 (0.83%) Smart Energy
7 1 (0.83%) Taxonomies
Operating Systems
1 22 (18.18%) Linux
2 2 (1.65%) Unix
2 2 (1.65%) Windows
3 1 (0.83%) Embedded Linux
3 1 (0.83%) Mac OS
Processes & Methodologies
1 33 (27.27%) Agile Software Development
2 23 (19.01%) MVC
2 23 (19.01%) OOP
2 23 (19.01%) Software Engineering
3 20 (16.53%) Web Development
4 19 (15.70%) MapReduce
5 15 (12.40%) SOLID
6 14 (11.57%) OO
6 14 (11.57%) SOA
7 13 (10.74%) Business Intelligence
7 13 (10.74%) Data Analysis
7 13 (10.74%) Open Source
8 11 (9.09%) Scrum
9 10 (8.26%) Continuous Improvement
9 10 (8.26%) Machine Learning
10 9 (7.44%) Mathematics
11 8 (6.61%) Continuous Delivery
12 7 (5.79%) Analytics
12 7 (5.79%) E-Commerce
12 7 (5.79%) TDD
Programming Languages
1 55 (45.45%) Java
2 40 (33.06%) JavaScript
3 30 (24.79%) Python
4 28 (23.14%) PHP
5 18 (14.88%) C#
6 17 (14.05%) C++
7 16 (13.22%) SQL
8 11 (9.09%) PHP 5
8 11 (9.09%) PHP 7
8 11 (9.09%) XPath
9 10 (8.26%) Ruby
10 5 (4.13%) PowerShell
11 3 (2.48%) R
12 2 (1.65%) MATLAB
12 2 (1.65%) PL/SQL
12 2 (1.65%) T-SQL
13 1 (0.83%) Go
13 1 (0.83%) Scala
13 1 (0.83%) VB.NET
Qualifications
1 5 (4.13%) PhD
2 4 (3.31%) Degree
3 2 (1.65%) PRINCE2 Practitioner
4 1 (0.83%) CEH
4 1 (0.83%) CISSP
4 1 (0.83%) GCFA
4 1 (0.83%) GCIA
4 1 (0.83%) GCIH
4 1 (0.83%) GIAC
4 1 (0.83%) GREM
4 1 (0.83%) MBA
4 1 (0.83%) Postgraduate
4 1 (0.83%) SANS
4 1 (0.83%) Security Cleared
Quality Assurance & Compliance
1 3 (2.48%) PMO
2 1 (0.83%) QA
System Software
1 19 (15.70%) Docker
2 5 (4.13%) HDFS
3 4 (3.31%) Apache Flume
Systems Management
1 4 (3.31%) Opscode Chef
2 3 (2.48%) Oozie
3 1 (0.83%) EMC NetWorker
3 1 (0.83%) EnCase
3 1 (0.83%) FTK
3 1 (0.83%) Hadoop YARN
Vendors
1 8 (6.61%) Oracle
2 6 (4.96%) Microsoft
3 4 (3.31%) SAP
4 3 (2.48%) MapR
5 2 (1.65%) Cloudera
5 2 (1.65%) Splunk
6 1 (0.83%) Google
6 1 (0.83%) Hortonworks
6 1 (0.83%) IBM
6 1 (0.83%) Intel
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 hours ago
Fareham, Hampshire
Experis Ltd
Posted: 2 hours ago
Hampshire
Austin Fraser
Salary: £65000 per annum + Benefits, Flex Working and Bonus
Posted: 23 hours ago
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: Yesterday
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £60000 per annum + Benefits, Remote Working
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £65000 per annum
Posted: 2 days ago
Romsey
Spectrum IT
Salary: £25000 - £30000 per annum + Excellent Benefits
Posted: 24 days ago