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

3 months to
29 May 2016
Same period 2015 Same period 2014
Big Data
Rank 104 176 160
Rank change year-on-year
+72 -16
Permanent jobs citing Big Data 83 17 35
As % of all permanent IT jobs located in Hampshire 2.54% 0.45% 0.88%
As % of the Database & Business Intelligence category 7.45% 1.26% 2.91%
Number of salaries quoted 67 14 31
Median salary £43,000 £55,000 £60,000
Median salary % change year-on-year
-21.81% -8.33%
90% offered a salary of more than £30,000 £40,000 £50,000
10% offered a salary of more than £61,000 £65,500 £87,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
1114 1349 1203
As % of all permanent IT jobs located in Hampshire 34.05% 36.02% 30.11%
Number of salaries quoted 1027 1163 1058
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £28,000
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 29 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 29 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 - 28 £42,500 - 2
Portsmouth - 14 £35,000 - 2
Aldershot +1 9 - - 1
Gosport +3 5 - - 1
Basingstoke - 4 £62,500 -
Farnborough 0 2 £43,750 -30.00%
Fareham -12 2 £22,500 -43.75%
Petersfield - 1 £32,500 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 29 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 59 (37.58%) Python
2 58 (36.94%) Agile Software Development
3 46 (29.30%) Software Engineering
4 44 (28.03%) Linux
5 43 (27.39%) Java
6 41 (26.11%) Degree
6 41 (26.11%) Hadoop
7 40 (25.48%) JavaScript
8 36 (22.93%) Elasticsearch
9 35 (22.29%) SQL
10 34 (21.66%) HTML
11 31 (19.75%) MySQL
12 30 (19.11%) PHP
13 29 (18.47%) C#
14 28 (17.83%) NoSQL
15 27 (17.20%) CSS
16 26 (16.56%) Security Cleared
16 26 (16.56%) Analytical Skills
17 24 (15.29%) Analytics
17 24 (15.29%) TDD
18 23 (14.65%) Banking
19 22 (14.01%) Web Development
20 21 (13.38%) C++
20 21 (13.38%) Cybersecurity
21 20 (12.74%) .NET
21 20 (12.74%) Ruby
21 20 (12.74%) SC Cleared
22 19 (12.10%) SQL Server
22 19 (12.10%) PostgreSQL
22 19 (12.10%) PaaS

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 36 (22.93%) Elasticsearch
2 15 (9.55%) Cloud Foundry
3 9 (5.73%) Apache
3 9 (5.73%) Apache Spark
4 8 (5.10%) Node.js
5 7 (4.46%) Apache Pig
5 7 (4.46%) Tomcat
6 6 (3.82%) WebSphere
6 6 (3.82%) WebSphere Application Server
7 5 (3.18%) SAS
8 4 (2.55%) GemFire
8 4 (2.55%) IIS
9 3 (1.91%) JBoss
9 3 (1.91%) nginx
9 3 (1.91%) WebLogic
10 1 (0.64%) Oracle Spatial
Applications
1 5 (3.18%) MS Project
1 5 (3.18%) MS Visio
2 2 (1.27%) MS PowerPoint
3 1 (0.64%) MS Excel
Cloud Services
1 19 (12.10%) PaaS
2 17 (10.83%) SaaS
3 14 (8.92%) Cloud Computing
3 14 (8.92%) IaaS
4 11 (7.01%) AWS Elastic Beanstalk
4 11 (7.01%) Heroku
5 9 (5.73%) GitHub
6 8 (5.10%) Amazon AWS
6 8 (5.10%) Microsoft Azure
7 4 (2.55%) Google Cloud Platform
Communications & Networking
1 10 (6.37%) Firewall
2 6 (3.82%) ATM
3 5 (3.18%) HTTP
3 5 (3.18%) HTTPS
3 5 (3.18%) Internet
3 5 (3.18%) TCP/IP
4 4 (2.55%) DNS
4 4 (2.55%) SAN
4 4 (2.55%) SMTP
5 3 (1.91%) Cisco ASA
5 3 (1.91%) VPN
6 2 (1.27%) 4G
6 2 (1.27%) AMQP
6 2 (1.27%) PSTN
6 2 (1.27%) Wi-Fi
7 1 (0.64%) SNMP
Database & Business Intelligence
1 41 (26.11%) Hadoop
2 31 (19.75%) MySQL
3 28 (17.83%) NoSQL
4 19 (12.10%) PostgreSQL
4 19 (12.10%) SQL Server
5 11 (7.01%) Apache Hive
6 10 (6.37%) HBase
7 9 (5.73%) Relational Database
8 7 (4.46%) Apache Cassandra
9 6 (3.82%) Data Mining
10 5 (3.18%) Redis
11 4 (2.55%) MongoDB
11 4 (2.55%) OLTP
12 2 (1.27%) Oracle Reports
12 2 (1.27%) RDBMS
13 1 (0.64%) Apache Accumulo
13 1 (0.64%) IBM InfoSphere
13 1 (0.64%) Oracle Database
13 1 (0.64%) SQL Server 2008
13 1 (0.64%) SQL Server 2012
Development Applications
1 11 (7.01%) Git (software)
1 11 (7.01%) Jenkins
2 6 (3.82%) Sonatype Nexus
3 5 (3.18%) Bitbucket
3 5 (3.18%) Eclipse
4 4 (2.55%) Gradle
4 4 (2.55%) JUnit
5 1 (0.64%) NetBeans
5 1 (0.64%) Oracle Forms
5 1 (0.64%) Vagrant
General
1 23 (14.65%) Banking
2 17 (10.83%) Finance
3 15 (9.55%) Aerospace
3 15 (9.55%) Manufacturing
4 13 (8.28%) Retail
5 11 (7.01%) Games
5 11 (7.01%) Music Industry
6 2 (1.27%) Law
6 2 (1.27%) Telecoms
7 1 (0.64%) Electronics
7 1 (0.64%) Marketing
Job Titles
1 60 (38.22%) Developer
2 31 (19.75%) Senior Developer
3 30 (19.11%) Software Engineer
4 22 (14.01%) C# Developer
5 18 (11.46%) Senior C# Developer
6 17 (10.83%) Senior Software Engineer
7 16 (10.19%) .NET Developer
7 16 (10.19%) Data Scientist
8 15 (9.55%) PHP Developer
9 14 (8.92%) Junior
10 13 (8.28%) C# .NET Developer
10 13 (8.28%) Project Manager
10 13 (8.28%) Web Developer
11 12 (7.64%) Architect
11 12 (7.64%) Big Data Engineer
12 11 (7.01%) Infrastructure Engineer
12 11 (7.01%) PHP Web Developer
13 9 (5.73%) Junior Project Manager
13 9 (5.73%) Senior .NET Developer
13 9 (5.73%) Team Leader
Libraries, Frameworks & Software Standards
1 34 (21.66%) HTML
2 27 (17.20%) CSS
3 20 (12.74%) .NET
4 16 (10.19%) AngularJS
5 15 (9.55%) HTML5
5 15 (9.55%) JSON
5 15 (9.55%) REST
6 14 (8.92%) Spring
6 14 (8.92%) Web Services
7 13 (8.28%) RabbitMQ
8 12 (7.64%) CSS3
9 11 (7.01%) Regular Expression
10 10 (6.37%) J2EE
10 10 (6.37%) LAMP
10 10 (6.37%) Middleware
10 10 (6.37%) Spring Boot
10 10 (6.37%) Spring Integration
11 9 (5.73%) Django
12 8 (5.10%) .NET Framework
12 8 (5.10%) jQuery
Miscellaneous
1 26 (16.56%) Analytical Skills
2 14 (8.92%) Computer Science
2 14 (8.92%) Statistics
3 13 (8.28%) Life Science
4 12 (7.64%) Physics
5 11 (7.01%) Algorithms
5 11 (7.01%) Mathematics
5 11 (7.01%) Mobile App
6 10 (6.37%) VCE vBlock
7 7 (4.46%) User Experience
8 6 (3.82%) Visualisation
9 5 (3.18%) Artificial Intelligence
10 4 (2.55%) Data Centre
10 4 (2.55%) Enterprise Software
10 4 (2.55%) iPad
10 4 (2.55%) Neural Network
10 4 (2.55%) Replication
11 2 (1.27%) Client/Server
11 2 (1.27%) Cyber Attack
11 2 (1.27%) Management Information System
Operating Systems
1 44 (28.03%) Linux
2 11 (7.01%) Windows
3 8 (5.10%) Unix
4 4 (2.55%) Red Hat Enterprise Linux
5 3 (1.91%) Apple iOS
5 3 (1.91%) Ubuntu
6 2 (1.27%) Android
Processes & Methodologies
1 58 (36.94%) Agile Software Development
2 46 (29.30%) Software Engineering
3 24 (15.29%) Analytics
3 24 (15.29%) TDD
4 22 (14.01%) Web Development
5 21 (13.38%) Cybersecurity
6 18 (11.46%) Continuous Integration
6 18 (11.46%) Machine Learning
7 17 (10.83%) ITIL
8 16 (10.19%) Mentoring
8 16 (10.19%) OOP
9 15 (9.55%) Data Analytics
9 15 (9.55%) Open Source
9 15 (9.55%) Project Management
10 14 (8.92%) MapReduce
11 13 (8.28%) BDD
11 13 (8.28%) Change Control
11 13 (8.28%) Project Planning
12 12 (7.64%) Business Intelligence
12 12 (7.64%) Scrum
Programming Languages
1 59 (37.58%) Python
2 43 (27.39%) Java
3 40 (25.48%) JavaScript
4 35 (22.29%) SQL
5 30 (19.11%) PHP
6 29 (18.47%) C#
7 21 (13.38%) C++
8 20 (12.74%) Ruby
9 18 (11.46%) PHP 5
10 15 (9.55%) PowerShell
11 13 (8.28%) R
12 11 (7.01%) Perl
12 11 (7.01%) XPath
13 9 (5.73%) C
14 4 (2.55%) Shell Script
15 3 (1.91%) Apple Swift
15 3 (1.91%) Bourne shell
15 3 (1.91%) MATLAB
15 3 (1.91%) PL/SQL
16 1 (0.64%) Julia
Qualifications
1 41 (26.11%) Degree
2 26 (16.56%) Security Cleared
3 20 (12.74%) SC Cleared
4 16 (10.19%) BPSS Clearance
5 10 (6.37%) EMC Certification
6 9 (5.73%) PhD
7 6 (3.82%) DV Cleared
8 4 (2.55%) CCNA
8 4 (2.55%) Cisco Certification
8 4 (2.55%) MCSE
8 4 (2.55%) Microsoft Certification
8 4 (2.55%) RHCE
Quality Assurance & Compliance
1 6 (3.82%) ISO 9001
1 6 (3.82%) ISO/IEC 27001
2 4 (2.55%) QA
3 1 (0.64%) Data Quality
System Software
1 16 (10.19%) Docker
2 10 (6.37%) HDFS
3 6 (3.82%) Apache Flume
4 4 (2.55%) Active Directory
4 4 (2.55%) Apache ZooKeeper
4 4 (2.55%) LXC
5 1 (0.64%) VMware Infrastructure
Systems Management
1 6 (3.82%) Oozie
2 4 (2.55%) logstash
3 3 (1.91%) HAProxy
4 2 (1.27%) Kibana
4 2 (1.27%) StatsD
5 1 (0.64%) Hadoop YARN
5 1 (0.64%) Kubernetes
Vendors
1 18 (11.46%) Oracle
2 11 (7.01%) VMware
3 10 (6.37%) EMC
3 10 (6.37%) Microsoft
4 8 (5.10%) Red Hat
5 7 (4.46%) Cisco
6 6 (3.82%) Hortonworks
7 5 (3.18%) SAP
8 4 (2.55%) Dell
8 4 (2.55%) Google
8 4 (2.55%) Splunk
9 2 (1.27%) New Relic
9 2 (1.27%) Twitter
10 1 (0.64%) Cloudera
10 1 (0.64%) Cognizant
10 1 (0.64%) Facebook
10 1 (0.64%) IBM
10 1 (0.64%) Informatica
10 1 (0.64%) Pega
Portsmouth, Hampshire
Concept Resourcing
Salary: Benefits
Posted: 3 days ago
Portsmouth, Hampshire
SGN
Salary: Dependent on skills and experience
Posted: 3 days ago
Southampton, Hampshire
McGregor Boyall
Salary: £30000 - £35000 per annum + Benefits
Posted: 6 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum + benefits
Posted: 6 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 12 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
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 12 days ago
Gosport, Hampshire
CSC
Posted: 17 days ago
Aldershot, Hampshire
CSC
Posted: 17 days ago