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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 117 147 180
Rank change year-on-year
+30 +33
Permanent jobs citing Big Data 69 39 20
As % of all permanent IT jobs located in Hampshire 2.00% 1.07% 0.51%
As % of the Database & Business Intelligence category 5.47% 3.15% 1.66%
Number of salaries quoted 54 35 16
Median salary £45,000 £51,500 £62,500
Median salary % change year-on-year
-12.62% -17.60%
90% offered a salary of more than £30,750 £37,500 £45,000
10% offered a salary of more than £59,250 £59,000 £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
1261 1239 1206
As % of all permanent IT jobs located in Hampshire 36.63% 34.14% 30.59%
Number of salaries quoted 1140 1071 997
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 £28,500 £28,000
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 25 July 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 25 July 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 +5 18 £45,000 +5.88% 4
Southampton +9 15 £42,500 - 3
Aldershot - 8 £77,500 -
Fareham - 2 £36,250 - 1
Basingstoke - 1 £62,500 -
Eastleigh - 1 £50,000 -
Petersfield - 1 £32,500 -
Romsey - 1 - -
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 25 July 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 56 (35.22%) Python
2 53 (33.33%) JavaScript
3 51 (32.08%) Software Engineering
4 49 (30.82%) Agile Software Development
5 48 (30.19%) Java
6 42 (26.42%) HTML
7 38 (23.90%) CSS
8 37 (23.27%) PHP
8 37 (23.27%) Linux
9 36 (22.64%) MySQL
9 36 (22.64%) Analytical Skills
10 34 (21.38%) Hadoop
10 34 (21.38%) Degree
11 33 (20.75%) Elasticsearch
12 31 (19.50%) SQL
13 30 (18.87%) C#
14 29 (18.24%) TDD
15 27 (16.98%) Web Development
16 25 (15.72%) .NET
16 25 (15.72%) HTML5
17 24 (15.09%) Oracle
17 24 (15.09%) SQL Server
17 24 (15.09%) PHP 5
17 24 (15.09%) Banking
18 23 (14.47%) Stakeholder Management
18 23 (14.47%) Cybersecurity
18 23 (14.47%) Analytics
19 22 (13.84%) PostgreSQL
19 22 (13.84%) OOP
20 21 (13.21%) Security Cleared

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 33 (20.75%) Elasticsearch
2 13 (8.18%) Apache Pig
3 10 (6.29%) Apache Spark
4 9 (5.66%) SAS
5 7 (4.40%) Cloud Foundry
5 7 (4.40%) Tomcat
6 6 (3.77%) Apache
7 4 (2.52%) GemFire
8 3 (1.89%) JBoss
8 3 (1.89%) nginx
8 3 (1.89%) WebLogic
9 2 (1.26%) WebSphere
9 2 (1.26%) WebSphere Application Server
10 1 (0.63%) CMS
10 1 (0.63%) Oracle Spatial
Applications
1 2 (1.26%) MS Excel
1 2 (1.26%) MS PowerPoint
Cloud Services
1 13 (8.18%) PaaS
2 12 (7.55%) SaaS
3 11 (6.92%) GitHub
4 8 (5.03%) IaaS
5 7 (4.40%) Amazon AWS
5 7 (4.40%) Microsoft Azure
6 6 (3.77%) Cloud Computing
7 3 (1.89%) AWS Elastic Beanstalk
7 3 (1.89%) Heroku
Communications & Networking
1 6 (3.77%) Firewall
2 3 (1.89%) 4G
2 3 (1.89%) Cisco ASA
2 3 (1.89%) PSTN
2 3 (1.89%) VPN
2 3 (1.89%) Wi-Fi
3 2 (1.26%) AMQP
3 2 (1.26%) ATM
4 1 (0.63%) HTTP
4 1 (0.63%) Internet
4 1 (0.63%) SNMP
4 1 (0.63%) TCP/IP
4 1 (0.63%) Unified Communications
Database & Business Intelligence
1 36 (22.64%) MySQL
2 34 (21.38%) Hadoop
3 24 (15.09%) SQL Server
4 22 (13.84%) PostgreSQL
5 21 (13.21%) NoSQL
6 17 (10.69%) Apache Hive
7 16 (10.06%) Relational Database
8 6 (3.77%) HBase
9 4 (2.52%) Apache Accumulo
9 4 (2.52%) Apache Cassandra
9 4 (2.52%) MongoDB
9 4 (2.52%) OLTP
10 2 (1.26%) Oracle Reports
11 1 (0.63%) Data Mining
11 1 (0.63%) IBM InfoSphere
11 1 (0.63%) Oracle Database
11 1 (0.63%) RDBMS
11 1 (0.63%) Redis
11 1 (0.63%) SQL Server 2008
11 1 (0.63%) SQL Server 2012
Development Applications
1 11 (6.92%) Git (software)
2 7 (4.40%) Bitbucket
2 7 (4.40%) Jenkins
3 5 (3.14%) Eclipse
4 4 (2.52%) Gradle
4 4 (2.52%) JUnit
5 3 (1.89%) Ant
5 3 (1.89%) Maven
5 3 (1.89%) QUnit
5 3 (1.89%) Selenium
6 2 (1.26%) Oracle Forms
6 2 (1.26%) Sonatype Nexus
6 2 (1.26%) Vagrant
7 1 (0.63%) NetBeans
7 1 (0.63%) Visual Studio
General
1 24 (15.09%) Banking
2 20 (12.58%) Aerospace
2 20 (12.58%) Manufacturing
3 18 (11.32%) Games
3 18 (11.32%) Music Industry
3 18 (11.32%) Retail
4 9 (5.66%) Finance
5 8 (5.03%) Law
6 3 (1.89%) Telecoms
7 1 (0.63%) Advertising
7 1 (0.63%) Electronics
7 1 (0.63%) Marketing
Job Titles
1 69 (43.40%) Developer
2 34 (21.38%) Software Engineer
3 29 (18.24%) Senior Developer
4 24 (15.09%) PHP Developer
5 20 (12.58%) Senior Software Engineer
6 18 (11.32%) .NET Developer
6 18 (11.32%) Project Manager
6 18 (11.32%) Web Developer
7 17 (10.69%) PHP Web Developer
8 16 (10.06%) Junior
9 15 (9.43%) C# Developer
10 14 (8.81%) Big Data Engineer
10 14 (8.81%) Senior C# Developer
11 13 (8.18%) Architect
11 13 (8.18%) Java Engineer
11 13 (8.18%) Java Software Engineer
11 13 (8.18%) Senior PHP Developer
12 12 (7.55%) IT Manager
12 12 (7.55%) IT Project Manager
12 12 (7.55%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 42 (26.42%) HTML
2 38 (23.90%) CSS
3 25 (15.72%) .NET
3 25 (15.72%) HTML5
4 18 (11.32%) CSS3
5 17 (10.69%) Regular Expression
6 14 (8.81%) AngularJS
6 14 (8.81%) JSON
7 13 (8.18%) Spring
8 11 (6.92%) jQuery
8 11 (6.92%) LAMP
8 11 (6.92%) RabbitMQ
9 10 (6.29%) Web Services
10 9 (5.66%) Django
11 8 (5.03%) .NET Framework
12 7 (4.40%) Celery
12 7 (4.40%) Middleware
12 7 (4.40%) Node.js
13 6 (3.77%) REST
13 6 (3.77%) Spring Boot
Miscellaneous
1 36 (22.64%) Analytical Skills
2 18 (11.32%) Life Science
3 12 (7.55%) Physics
3 12 (7.55%) Statistics
3 12 (7.55%) Virtual Team
4 11 (6.92%) Mathematics
5 8 (5.03%) Computer Science
5 8 (5.03%) Mobile App
5 8 (5.03%) Visualisation
6 7 (4.40%) Artificial Intelligence
7 6 (3.77%) User Experience
8 5 (3.14%) Enterprise Software
9 4 (2.52%) Management Information System
9 4 (2.52%) Replication
10 3 (1.89%) Algorithms
10 3 (1.89%) iPad
10 3 (1.89%) Taxonomies
11 2 (1.26%) Security Operations Centre
11 2 (1.26%) VCE vBlock
12 1 (0.63%) Smart Energy
Operating Systems
1 37 (23.27%) Linux
2 8 (5.03%) Unix
3 5 (3.14%) Windows
4 4 (2.52%) Red Hat Enterprise Linux
5 3 (1.89%) Apple iOS
5 3 (1.89%) Ubuntu
6 2 (1.26%) Android
Processes & Methodologies
1 51 (32.08%) Software Engineering
2 49 (30.82%) Agile Software Development
3 29 (18.24%) TDD
4 27 (16.98%) Web Development
5 23 (14.47%) Analytics
5 23 (14.47%) Cybersecurity
5 23 (14.47%) Stakeholder Management
6 22 (13.84%) OOP
7 21 (13.21%) MapReduce
8 19 (11.95%) Open Source
9 18 (11.32%) Project Management
9 18 (11.32%) Project Planning
10 17 (10.69%) Matrix Organization
11 16 (10.06%) Change Control
11 16 (10.06%) MVC
12 14 (8.81%) BDD
12 14 (8.81%) Data Analytics
12 14 (8.81%) SOLID
13 13 (8.18%) Big Data Analytics
13 13 (8.18%) Mentoring
Programming Languages
1 56 (35.22%) Python
2 53 (33.33%) JavaScript
3 48 (30.19%) Java
4 37 (23.27%) PHP
5 31 (19.50%) SQL
6 30 (18.87%) C#
7 24 (15.09%) PHP 5
8 19 (11.95%) C++
9 17 (10.69%) XPath
10 10 (6.29%) R
10 10 (6.29%) Ruby
11 9 (5.66%) C
11 9 (5.66%) Perl
12 5 (3.14%) PL/SQL
13 4 (2.52%) Shell Script
14 3 (1.89%) Apple Swift
14 3 (1.89%) Bourne shell
14 3 (1.89%) Groovy
14 3 (1.89%) PowerShell
15 2 (1.26%) F#
Qualifications
1 34 (21.38%) Degree
2 21 (13.21%) Security Cleared
3 16 (10.06%) BPSS Clearance
4 13 (8.18%) SC Cleared
5 8 (5.03%) DV Cleared
6 4 (2.52%) PhD
7 1 (0.63%) EMC Certification
Quality Assurance & Compliance
1 4 (2.52%) QA
2 1 (0.63%) Data Quality
System Software
1 19 (11.95%) Docker
2 17 (10.69%) HDFS
3 13 (8.18%) Apache Flume
4 4 (2.52%) Apache ZooKeeper
5 1 (0.63%) VMware Infrastructure
Systems Management
1 13 (8.18%) Oozie
2 4 (2.52%) Hadoop YARN
3 3 (1.89%) HAProxy
3 3 (1.89%) logstash
4 2 (1.26%) StatsD
5 1 (0.63%) Kibana
5 1 (0.63%) Kubernetes
Vendors
1 24 (15.09%) Oracle
2 10 (6.29%) SAP
3 4 (2.52%) Cisco
3 4 (2.52%) Cloudera
3 4 (2.52%) Red Hat
4 3 (1.89%) Microsoft
4 3 (1.89%) VMware
5 2 (1.26%) Hortonworks
5 2 (1.26%) New Relic
6 1 (0.63%) Cognizant
6 1 (0.63%) EMC
6 1 (0.63%) IBM
6 1 (0.63%) Informatica
6 1 (0.63%) Pega
6 1 (0.63%) Twitter
Fareham, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £55000 per annum + benefits
Posted: 11 hours ago
Southampton, Hampshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 5 days ago
Portsmouth, Hampshire
First Point
Salary: £35000.00 - £55000.00 per annum
Posted: 5 days ago
Portsmouth, Hampshire
Yoh
Salary: £35000 - £40000 per annum
Posted: 5 days ago
Portsmouth, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum
Posted: 5 days ago
Portsmouth
Talent Point
Salary: £35000.00 - £60000.00 per annum
Posted: 14 days ago
Southampton
Spectrum IT
Salary: £50000 - £70000 per annum
Posted: 18 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 25 days ago
Southampton
Spectrum IT
Salary: £35000 - £55000 per annum + benefits
Posted: 20 days ago