The table below looks at the statistics for Big Data skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 118 170 168
Rank change year-on-year
+52 -2
Permanent jobs citing Big Data 66 24 32
As % of all permanent IT jobs located in Hampshire 1.96% 0.66% 0.80%
As % of the Database & Business Intelligence category 5.51% 1.85% 2.60%
Number of salaries quoted 46 22 26
Median salary £42,500 £53,000 £65,000
Median salary % change year-on-year
-19.81% -18.46%
90% offered a salary of more than £30,000 £41,150 £48,750
10% offered a salary of more than £57,500 £59,500 £87,500
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
South East

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 Hampshire region.

Database & Business Intelligence Category
Hampshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1197 1300 1230
As % of all permanent IT jobs located in Hampshire 35.52% 35.48% 30.72%
Number of salaries quoted 1091 1125 1050
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £30,000 £27,500 £29,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Big Data
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire 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 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 across the Hampshire region.

Big Data Salary Trend in Hampshire

Big Data
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing Big Data across the Hampshire region over the 3 months to 26 June 2016.

Big Data Salary Histogram 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 26 June 2016. 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
(Click see detailed
statistics and trends)
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
Portsmouth +14 15 £32,500 -25.71% 1
Southampton +12 13 £42,500 - 2
Aldershot - 11 £45,000 -
Basingstoke - 3 £62,500 -
Gosport -5 2 - -
Fareham -11 1 £22,500 -
Petersfield - 1 £32,500 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 26 June 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 Hampshire region with a requirement for Big Data.

1 58 (37.18%) Python
2 55 (35.26%) Agile Software Development
3 47 (30.13%) Software Engineering
3 47 (30.13%) JavaScript
4 46 (29.49%) Java
5 41 (26.28%) Linux
6 39 (25.00%) HTML
6 39 (25.00%) Degree
7 36 (23.08%) Hadoop
8 35 (22.44%) MySQL
9 34 (21.79%) Elasticsearch
10 33 (21.15%) Analytical Skills
10 33 (21.15%) CSS
11 32 (20.51%) PHP
12 31 (19.87%) SQL
13 28 (17.95%) TDD
14 26 (16.67%) Banking
14 26 (16.67%) C#
14 26 (16.67%) NoSQL
15 24 (15.38%) Cybersecurity
15 24 (15.38%) Security Cleared
16 23 (14.74%) Web Development
16 23 (14.74%) SQL Server
16 23 (14.74%) PostgreSQL
17 22 (14.10%) Stakeholder Management
17 22 (14.10%) Oracle
17 22 (14.10%) Analytics
18 21 (13.46%) HTML5
18 21 (13.46%) PHP 5
19 20 (12.82%) C++

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 34 (21.79%) Elasticsearch
2 11 (7.05%) Apache Pig
2 11 (7.05%) Cloud Foundry
3 10 (6.41%) Apache Spark
4 9 (5.77%) Apache
5 7 (4.49%) SAS
5 7 (4.49%) Tomcat
6 4 (2.56%) GemFire
6 4 (2.56%) IIS
6 4 (2.56%) WebSphere
6 4 (2.56%) WebSphere Application Server
7 3 (1.92%) JBoss
7 3 (1.92%) nginx
7 3 (1.92%) WebLogic
8 1 (0.64%) Oracle Spatial
Applications
1 2 (1.28%) MS PowerPoint
1 2 (1.28%) MS Project
1 2 (1.28%) MS Visio
2 1 (0.64%) MS Excel
Cloud Services
1 16 (10.26%) PaaS
2 14 (8.97%) SaaS
3 11 (7.05%) GitHub
3 11 (7.05%) IaaS
4 10 (6.41%) Cloud Computing
5 8 (5.13%) Amazon AWS
5 8 (5.13%) Microsoft Azure
6 7 (4.49%) AWS Elastic Beanstalk
6 7 (4.49%) Heroku
7 4 (2.56%) Google Cloud Platform
Communications & Networking
1 10 (6.41%) Firewall
2 5 (3.21%) HTTP
2 5 (3.21%) HTTPS
2 5 (3.21%) Internet
2 5 (3.21%) TCP/IP
3 4 (2.56%) ATM
3 4 (2.56%) DNS
3 4 (2.56%) SAN
3 4 (2.56%) SMTP
4 3 (1.92%) 4G
4 3 (1.92%) Cisco ASA
4 3 (1.92%) PSTN
4 3 (1.92%) VPN
4 3 (1.92%) Wi-Fi
5 2 (1.28%) AMQP
6 1 (0.64%) SNMP
Database & Business Intelligence
1 36 (23.08%) Hadoop
2 35 (22.44%) MySQL
3 26 (16.67%) NoSQL
4 23 (14.74%) PostgreSQL
4 23 (14.74%) SQL Server
5 15 (9.62%) Apache Hive
6 14 (8.97%) Relational Database
7 8 (5.13%) HBase
8 7 (4.49%) Apache Cassandra
9 5 (3.21%) Redis
10 4 (2.56%) Apache Accumulo
10 4 (2.56%) MongoDB
10 4 (2.56%) OLTP
11 2 (1.28%) Oracle Reports
11 2 (1.28%) RDBMS
12 1 (0.64%) Data Mining
12 1 (0.64%) IBM InfoSphere
12 1 (0.64%) Oracle Database
12 1 (0.64%) SQL Server 2008
12 1 (0.64%) SQL Server 2012
Development Applications
1 12 (7.69%) Git (software)
2 9 (5.77%) Jenkins
3 7 (4.49%) Bitbucket
4 5 (3.21%) Eclipse
5 4 (2.56%) Gradle
5 4 (2.56%) JUnit
5 4 (2.56%) Sonatype Nexus
6 3 (1.92%) Ant
6 3 (1.92%) Maven
6 3 (1.92%) QUnit
6 3 (1.92%) Selenium
7 2 (1.28%) Oracle Forms
8 1 (0.64%) NetBeans
8 1 (0.64%) Vagrant
General
1 26 (16.67%) Banking
2 20 (12.82%) Aerospace
2 20 (12.82%) Manufacturing
3 18 (11.54%) Retail
4 14 (8.97%) Games
4 14 (8.97%) Music Industry
5 12 (7.69%) Finance
6 3 (1.92%) Law
6 3 (1.92%) Telecoms
7 1 (0.64%) Electronics
7 1 (0.64%) Marketing
Job Titles
1 63 (40.38%) Developer
2 32 (20.51%) Software Engineer
3 30 (19.23%) Senior Developer
4 20 (12.82%) Senior Software Engineer
5 19 (12.18%) PHP Developer
6 18 (11.54%) C# Developer
6 18 (11.54%) Project Manager
7 16 (10.26%) Junior
7 16 (10.26%) Senior C# Developer
8 15 (9.62%) .NET Developer
8 15 (9.62%) Web Developer
9 14 (8.97%) PHP Web Developer
10 13 (8.33%) Architect
11 12 (7.69%) Big Data Engineer
11 12 (7.69%) IT Manager
11 12 (7.69%) IT Project Manager
12 11 (7.05%) C# .NET Developer
12 11 (7.05%) Java Engineer
12 11 (7.05%) Java Software Engineer
12 11 (7.05%) Junior Project Manager
Libraries, Frameworks & Software Standards
1 39 (25.00%) HTML
2 33 (21.15%) CSS
3 21 (13.46%) HTML5
4 19 (12.18%) .NET
5 16 (10.26%) JSON
6 15 (9.62%) CSS3
6 15 (9.62%) Web Services
7 14 (8.97%) Regular Expression
7 14 (8.97%) Spring
8 13 (8.33%) RabbitMQ
9 12 (7.69%) AngularJS
10 11 (7.05%) jQuery
11 10 (6.41%) LAMP
12 9 (5.77%) Django
12 9 (5.77%) REST
13 8 (5.13%) .NET Framework
13 8 (5.13%) J2EE
13 8 (5.13%) Middleware
13 8 (5.13%) Spring Boot
13 8 (5.13%) Spring Integration
Miscellaneous
1 33 (21.15%) Analytical Skills
2 18 (11.54%) Life Science
3 12 (7.69%) Physics
3 12 (7.69%) Statistics
3 12 (7.69%) Virtual Team
4 11 (7.05%) Mathematics
5 10 (6.41%) Computer Science
6 9 (5.77%) Mobile App
7 7 (4.49%) Artificial Intelligence
7 7 (4.49%) Visualisation
8 6 (3.85%) User Experience
8 6 (3.85%) VCE vBlock
9 4 (2.56%) Algorithms
9 4 (2.56%) Data Centre
9 4 (2.56%) iPad
9 4 (2.56%) Replication
10 3 (1.92%) Enterprise Software
10 3 (1.92%) Management Information System
11 2 (1.28%) Client/Server
11 2 (1.28%) Security Operations Centre
Operating Systems
1 41 (26.28%) Linux
2 9 (5.77%) Windows
3 8 (5.13%) Unix
4 4 (2.56%) Red Hat Enterprise Linux
5 3 (1.92%) Apple iOS
5 3 (1.92%) Ubuntu
6 2 (1.28%) Android
Processes & Methodologies
1 55 (35.26%) Agile Software Development
2 47 (30.13%) Software Engineering
3 28 (17.95%) TDD
4 24 (15.38%) Cybersecurity
5 23 (14.74%) Web Development
6 22 (14.10%) Analytics
6 22 (14.10%) Stakeholder Management
7 20 (12.82%) Project Management
8 19 (12.18%) MapReduce
9 18 (11.54%) OOP
9 18 (11.54%) Project Planning
10 16 (10.26%) Change Control
10 16 (10.26%) Matrix Organization
10 16 (10.26%) Open Source
11 15 (9.62%) Mentoring
12 14 (8.97%) Continuous Integration
12 14 (8.97%) Data Analytics
13 13 (8.33%) BDD
14 12 (7.69%) Big Data Analytics
14 12 (7.69%) Machine Learning
Programming Languages
1 58 (37.18%) Python
2 47 (30.13%) JavaScript
3 46 (29.49%) Java
4 32 (20.51%) PHP
5 31 (19.87%) SQL
6 26 (16.67%) C#
7 21 (13.46%) PHP 5
8 20 (12.82%) C++
9 14 (8.97%) Ruby
9 14 (8.97%) XPath
10 11 (7.05%) PowerShell
10 11 (7.05%) R
11 9 (5.77%) C
11 9 (5.77%) Perl
12 4 (2.56%) PL/SQL
12 4 (2.56%) Shell Script
13 3 (1.92%) Apple Swift
13 3 (1.92%) Bourne shell
13 3 (1.92%) Groovy
14 2 (1.28%) MATLAB
Qualifications
1 39 (25.00%) Degree
2 24 (15.38%) Security Cleared
3 16 (10.26%) BPSS Clearance
4 15 (9.62%) SC Cleared
5 8 (5.13%) DV Cleared
6 5 (3.21%) EMC Certification
7 4 (2.56%) CCNA
7 4 (2.56%) Cisco Certification
7 4 (2.56%) MCSE
7 4 (2.56%) Microsoft Certification
7 4 (2.56%) PhD
7 4 (2.56%) RHCE
Quality Assurance & Compliance
1 4 (2.56%) QA
2 2 (1.28%) ISO 9001
2 2 (1.28%) ISO/IEC 27001
3 1 (0.64%) Data Quality
System Software
1 19 (12.18%) Docker
2 15 (9.62%) HDFS
3 11 (7.05%) Apache Flume
4 4 (2.56%) Active Directory
4 4 (2.56%) Apache ZooKeeper
4 4 (2.56%) LXC
5 1 (0.64%) VMware Infrastructure
Systems Management
1 11 (7.05%) Oozie
2 4 (2.56%) Hadoop YARN
2 4 (2.56%) logstash
3 3 (1.92%) HAProxy
4 2 (1.28%) Kibana
4 2 (1.28%) StatsD
5 1 (0.64%) Kubernetes
Vendors
1 22 (14.10%) Oracle
2 8 (5.13%) Red Hat
3 7 (4.49%) Cisco
3 7 (4.49%) Microsoft
3 7 (4.49%) SAP
3 7 (4.49%) VMware
4 5 (3.21%) EMC
5 4 (2.56%) Cloudera
5 4 (2.56%) Dell
5 4 (2.56%) Google
5 4 (2.56%) Hortonworks
6 2 (1.28%) New Relic
6 2 (1.28%) Twitter
7 1 (0.64%) Cognizant
7 1 (0.64%) Facebook
7 1 (0.64%) IBM
7 1 (0.64%) Informatica
7 1 (0.64%) Pega
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: 3 days ago
Portsmouth, Hampshire
First Point
Salary: £35000.00 - £55000.00 per annum
Posted: 4 days ago
Southampton, Hampshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £45000 per annum + Package
Posted: 5 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary & Generous Benefits
Posted: 11 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary & Generous Benefits
Posted: 11 days ago