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

3 months to
5 May 2016
Same period 2015 Same period 2014
Big Data
Rank 98 176 162
Rank change year-on-year
+78 -14
Permanent jobs citing Big Data 92 18 32
As % of all permanent IT jobs located in Hampshire 2.76% 0.48% 0.79%
As % of the Database & Business Intelligence category 8.24% 1.39% 2.72%
Number of salaries quoted 74 15 30
Median salary £45,000 £55,000 £50,000
Median salary % change year-on-year
-18.18% +10.00%
90% offered a salary of more than £30,000 £38,500 £42,500
10% offered a salary of more than £61,750 £55,000 £87,500
UK excluding London median salary £50,000 £50,000 £50,000
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
1116 1299 1175
As % of all permanent IT jobs located in Hampshire 33.53% 34.90% 29.07%
Number of salaries quoted 1028 1145 1041
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £29,750 £30,000 £27,500
10% offered a salary of more than £55,000 £57,500 £57,500
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 5 May 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 5 May 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
Southampton +40 39 £45,000 -18.18% 2
Portsmouth - 12 £35,000 - 1
Aldershot +3 9 - -
Farnborough -12 7 £32,500 -40.90%
Basingstoke - 6 £62,500 -
Gosport +6 5 - -
Fareham -7 1 £22,500 -43.75%
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 5 May 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 61 (37.65%) Agile Software Development
2 57 (35.19%) Python
3 47 (29.01%) Java
3 47 (29.01%) Software Engineering
4 45 (27.78%) Hadoop
5 44 (27.16%) Degree
5 44 (27.16%) Linux
6 40 (24.69%) JavaScript
7 38 (23.46%) SQL
8 37 (22.84%) HTML
9 32 (19.75%) C#
9 32 (19.75%) Elasticsearch
10 31 (19.14%) NoSQL
11 28 (17.28%) Analytics
12 26 (16.05%) PHP
12 26 (16.05%) CSS
12 26 (16.05%) Security Cleared
13 25 (15.43%) TDD
13 25 (15.43%) Banking
13 25 (15.43%) MySQL
13 25 (15.43%) Analytical Skills
14 23 (14.20%) Cybersecurity
14 23 (14.20%) Continuous Integration
15 22 (13.58%) SC Cleared
15 22 (13.58%) Ruby
15 22 (13.58%) Oracle
15 22 (13.58%) .NET
15 22 (13.58%) Finance
16 21 (12.96%) Web Development
17 20 (12.35%) 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 32 (19.75%) Elasticsearch
2 16 (9.88%) Cloud Foundry
3 11 (6.79%) Node.js
4 9 (5.56%) Apache
5 8 (4.94%) Apache Spark
5 8 (4.94%) WebSphere
5 8 (4.94%) WebSphere Application Server
6 7 (4.32%) Tomcat
7 6 (3.70%) Apache Pig
8 4 (2.47%) GemFire
8 4 (2.47%) IIS
8 4 (2.47%) SAS
9 3 (1.85%) JBoss
9 3 (1.85%) WebLogic
10 1 (0.62%) nginx
10 1 (0.62%) Oracle Spatial
Applications
1 6 (3.70%) MS Project
1 6 (3.70%) MS Visio
2 3 (1.85%) SPSS
3 2 (1.23%) MS PowerPoint
4 1 (0.62%) MS Excel
Cloud Services
1 19 (11.73%) PaaS
2 17 (10.49%) SaaS
3 15 (9.26%) Cloud Computing
4 14 (8.64%) IaaS
5 12 (7.41%) AWS Elastic Beanstalk
5 12 (7.41%) Heroku
6 10 (6.17%) Microsoft Azure
7 8 (4.94%) Amazon AWS
8 7 (4.32%) GitHub
9 4 (2.47%) Google Cloud Platform
Communications & Networking
1 8 (4.94%) ATM
1 8 (4.94%) Firewall
2 6 (3.70%) HTTP
3 5 (3.09%) HTTPS
3 5 (3.09%) Internet
3 5 (3.09%) TCP/IP
4 4 (2.47%) DNS
4 4 (2.47%) SAN
4 4 (2.47%) SMTP
5 2 (1.23%) AMQP
6 1 (0.62%) Cisco ASA
6 1 (0.62%) SNMP
6 1 (0.62%) VPN
Database & Business Intelligence
1 45 (27.78%) Hadoop
2 31 (19.14%) NoSQL
3 25 (15.43%) MySQL
4 19 (11.73%) SQL Server
5 17 (10.49%) PostgreSQL
6 12 (7.41%) HBase
7 11 (6.79%) Data Mining
7 11 (6.79%) Relational Database
8 10 (6.17%) Apache Hive
9 6 (3.70%) Apache Cassandra
10 5 (3.09%) RDBMS
10 5 (3.09%) Redis
11 4 (2.47%) OLTP
11 4 (2.47%) Oracle Database
12 3 (1.85%) Oracle BI EE
12 3 (1.85%) Oracle ODI
12 3 (1.85%) SQL Server 2012
13 2 (1.23%) MongoDB
13 2 (1.23%) SQL Server 2008
13 2 (1.23%) SQL Server 2014
Development Applications
1 13 (8.02%) Jenkins
2 10 (6.17%) Git (software)
3 8 (4.94%) Sonatype Nexus
4 5 (3.09%) Eclipse
5 4 (2.47%) Gradle
5 4 (2.47%) JUnit
6 3 (1.85%) Bitbucket
7 1 (0.62%) ERwin
7 1 (0.62%) Maven
7 1 (0.62%) NetBeans
7 1 (0.62%) Vagrant
General
1 25 (15.43%) Banking
2 22 (13.58%) Finance
3 15 (9.26%) Aerospace
3 15 (9.26%) Manufacturing
4 13 (8.02%) Retail
5 9 (5.56%) Games
5 9 (5.56%) Music Industry
6 2 (1.23%) Telecoms
7 1 (0.62%) Law
7 1 (0.62%) Marketing
Job Titles
1 62 (38.27%) Developer
2 33 (20.37%) Senior Developer
3 30 (18.52%) Software Engineer
4 22 (13.58%) C# Developer
5 18 (11.11%) Data Scientist
5 18 (11.11%) Senior C# Developer
6 17 (10.49%) .NET Developer
7 16 (9.88%) Senior Software Engineer
8 14 (8.64%) Junior
8 14 (8.64%) Project Manager
9 13 (8.02%) C# .NET Developer
10 12 (7.41%) Big Data Engineer
10 12 (7.41%) Infrastructure Engineer
10 12 (7.41%) PHP Developer
11 11 (6.79%) Web Developer
12 10 (6.17%) Architect
12 10 (6.17%) IT Manager
12 10 (6.17%) IT Project Manager
12 10 (6.17%) Team Leader
13 9 (5.56%) Junior Project Manager
Libraries, Frameworks & Software Standards
1 37 (22.84%) HTML
2 26 (16.05%) CSS
3 22 (13.58%) .NET
4 19 (11.73%) AngularJS
5 17 (10.49%) REST
5 17 (10.49%) Spring
6 16 (9.88%) JSON
6 16 (9.88%) Web Services
7 15 (9.26%) HTML5
8 13 (8.02%) J2EE
9 12 (7.41%) CSS3
9 12 (7.41%) Middleware
9 12 (7.41%) RabbitMQ
9 12 (7.41%) Spring Boot
9 12 (7.41%) Spring Integration
10 10 (6.17%) LAMP
10 10 (6.17%) RESTful
11 9 (5.56%) Regular Expression
11 9 (5.56%) Ruby on Rails
12 8 (4.94%) PrimeFaces
Miscellaneous
1 25 (15.43%) Analytical Skills
2 16 (9.88%) Computer Science
3 13 (8.02%) Algorithms
3 13 (8.02%) Life Science
4 12 (7.41%) Statistics
5 11 (6.79%) Mathematics
5 11 (6.79%) Mobile App
5 11 (6.79%) Physics
5 11 (6.79%) VCE vBlock
6 7 (4.32%) User Experience
7 5 (3.09%) Neural Network
7 5 (3.09%) Visualisation
8 4 (2.47%) Data Centre
8 4 (2.47%) Enterprise Software
8 4 (2.47%) iPad
8 4 (2.47%) Replication
9 3 (1.85%) Artificial Intelligence
10 2 (1.23%) Client/Server
10 2 (1.23%) Cyber Attack
10 2 (1.23%) Raspberry Pi
Operating Systems
1 44 (27.16%) Linux
2 11 (6.79%) Windows
3 8 (4.94%) Unix
4 4 (2.47%) Red Hat Enterprise Linux
5 3 (1.85%) Apple iOS
6 2 (1.23%) Android
7 1 (0.62%) Ubuntu
Processes & Methodologies
1 61 (37.65%) Agile Software Development
2 47 (29.01%) Software Engineering
3 28 (17.28%) Analytics
4 25 (15.43%) TDD
5 23 (14.20%) Continuous Integration
5 23 (14.20%) Cybersecurity
6 21 (12.96%) Web Development
7 19 (11.73%) ITIL
7 19 (11.73%) Machine Learning
8 17 (10.49%) Mentoring
9 16 (9.88%) Project Management
10 15 (9.26%) OOP
11 14 (8.64%) Data Analytics
11 14 (8.64%) MapReduce
11 14 (8.64%) Project Planning
12 13 (8.02%) BDD
12 13 (8.02%) Change Control
12 13 (8.02%) Service Delivery
13 12 (7.41%) PRINCE2
13 12 (7.41%) Scrum
Programming Languages
1 57 (35.19%) Python
2 47 (29.01%) Java
3 40 (24.69%) JavaScript
4 38 (23.46%) SQL
5 32 (19.75%) C#
6 26 (16.05%) PHP
7 22 (13.58%) Ruby
8 20 (12.35%) C++
9 16 (9.88%) PHP 5
9 16 (9.88%) PowerShell
10 12 (7.41%) Perl
10 12 (7.41%) R
11 9 (5.56%) C
11 9 (5.56%) XPath
12 4 (2.47%) Shell Script
13 3 (1.85%) Apple Swift
13 3 (1.85%) Bourne shell
13 3 (1.85%) MATLAB
13 3 (1.85%) T-SQL
14 2 (1.23%) PL/SQL
Qualifications
1 44 (27.16%) Degree
2 26 (16.05%) Security Cleared
3 22 (13.58%) SC Cleared
4 18 (11.11%) BPSS Clearance
5 12 (7.41%) EMC Certification
6 9 (5.56%) PhD
7 5 (3.09%) DV Cleared
8 4 (2.47%) CCNA
8 4 (2.47%) Cisco Certification
8 4 (2.47%) MCSE
8 4 (2.47%) Microsoft Certification
8 4 (2.47%) RHCE
Quality Assurance & Compliance
1 8 (4.94%) ISO 9001
1 8 (4.94%) ISO/IEC 27001
2 4 (2.47%) QA
3 1 (0.62%) Data Quality
System Software
1 14 (8.64%) Docker
2 9 (5.56%) HDFS
3 5 (3.09%) Apache Flume
4 4 (2.47%) Active Directory
4 4 (2.47%) Apache ZooKeeper
4 4 (2.47%) LXC
5 2 (1.23%) Firmware
6 1 (0.62%) VMware Infrastructure
Systems Management
1 5 (3.09%) Oozie
2 3 (1.85%) logstash
3 2 (1.23%) Kibana
4 1 (0.62%) Hadoop YARN
4 1 (0.62%) HAProxy
4 1 (0.62%) Kubernetes
4 1 (0.62%) StatsD
Vendors
1 22 (13.58%) Oracle
2 12 (7.41%) EMC
2 12 (7.41%) VMware
3 11 (6.79%) Microsoft
4 8 (4.94%) Hortonworks
4 8 (4.94%) Red Hat
5 5 (3.09%) Cisco
5 5 (3.09%) Splunk
6 4 (2.47%) Dell
6 4 (2.47%) Google
6 4 (2.47%) SAP
7 3 (1.85%) Cognos
8 2 (1.23%) Twitter
9 1 (0.62%) Cloudera
9 1 (0.62%) Cognizant
9 1 (0.62%) Facebook
9 1 (0.62%) IBM
9 1 (0.62%) Informatica
9 1 (0.62%) New Relic
9 1 (0.62%) Pega
Petersfield, Hampshire
Opus Recruitment Solutions Ltd
Salary: £25000 - £40000 per annum
Posted: 11 hours ago
Romsey, Hampshire
DCV Technologies
Salary: Competitive Salary
Posted: 18 hours ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 22 hours ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 22 hours ago
Portsmouth, Hampshire
Concept Resourcing
Salary: Benefits
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum + benefits
Posted: 2 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 8 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary & Generous Benefits
Posted: 15 days ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary & Generous Benefits
Posted: 15 days ago
Southampton
Spectrum IT
Salary: £35000 - £50000 per annum + benefits
Posted: 24 days ago