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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 116 133 190
Rank change year-on-year
+17 +57
Permanent jobs citing Big Data 73 67 16
As % of all permanent IT jobs located in Hampshire 2.12% 1.85% 0.40%
As % of the Database & Business Intelligence category 6.06% 5.51% 1.27%
Number of salaries quoted 61 59 12
Median salary £50,000 £47,500 £38,750
Median salary % change year-on-year
+5.26% +22.58%
90% offered a salary of more than £42,500 £32,500 £32,500
10% offered a salary of more than £90,000 £57,500 £65,000
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
1204 1215 1262
As % of all permanent IT jobs located in Hampshire 35.02% 33.50% 31.62%
Number of salaries quoted 1083 1062 995
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 £27,605 £27,500
10% offered a salary of more than £55,000 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 31 August 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 31 August 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 +11 22 £45,000 +5.88% 1
Southampton -5 14 £42,500 - 3
Havant +14 9 £90,000 +69.81%
Aldershot +5 6 £77,500 +181.81%
Fareham - 5 £52,000 - 1
Romsey - 5 £70,000 -
Eastleigh - 1 £50,000 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 31 August 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 45 (29.03%) JavaScript
2 44 (28.39%) Analytical Skills
3 38 (24.52%) HTML
3 38 (24.52%) Agile Software Development
4 37 (23.87%) Python
5 35 (22.58%) CSS
6 34 (21.94%) Software Engineering
6 34 (21.94%) Degree
7 33 (21.29%) Elasticsearch
8 32 (20.65%) Analytics
8 32 (20.65%) Linux
9 31 (20.00%) PHP
9 31 (20.00%) MySQL
10 30 (19.35%) Java
11 29 (18.71%) Oracle
12 27 (17.42%) SQL
13 26 (16.77%) HTML5
14 25 (16.13%) NoSQL
14 25 (16.13%) Web Development
14 25 (16.13%) Hadoop
15 24 (15.48%) C#
16 23 (14.84%) MVC
16 23 (14.84%) Stakeholder Management
16 23 (14.84%) Security Cleared
16 23 (14.84%) Docker
17 21 (13.55%) Cybersecurity
17 21 (13.55%) Manufacturing
17 21 (13.55%) .NET
18 20 (12.90%) Games
18 20 (12.90%) Music Industry

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 (21.29%) Elasticsearch
2 12 (7.74%) Apache Pig
3 9 (5.81%) SAS
4 5 (3.23%) Apache
4 5 (3.23%) Apache Spark
5 3 (1.94%) Cloud Foundry
5 3 (1.94%) IIS
5 3 (1.94%) nginx
6 1 (0.65%) CMS
6 1 (0.65%) JBoss
6 1 (0.65%) Tomcat
6 1 (0.65%) WebLogic
Applications
1 5 (3.23%) MS Excel
2 1 (0.65%) MS PowerPoint
2 1 (0.65%) SPSS
Business Applications
1 1 (0.65%) WebTrends
Cloud Services
1 20 (12.90%) SaaS
2 17 (10.97%) IaaS
2 17 (10.97%) PaaS
3 12 (7.74%) Microsoft Azure
4 10 (6.45%) Amazon AWS
5 6 (3.87%) GitHub
6 4 (2.58%) Cloud Computing
7 3 (1.94%) AWS Elastic Beanstalk
7 3 (1.94%) Google Cloud Platform
7 3 (1.94%) Heroku
8 1 (0.65%) Adobe Analytics
8 1 (0.65%) Google Analytics
Communications & Networking
1 7 (4.52%) 4G
1 7 (4.52%) Firewall
1 7 (4.52%) PSTN
1 7 (4.52%) Wi-Fi
2 4 (2.58%) HTTP
2 4 (2.58%) Internet
3 3 (1.94%) Cisco ASA
3 3 (1.94%) DNS
3 3 (1.94%) HTTPS
3 3 (1.94%) SAN
3 3 (1.94%) SMTP
3 3 (1.94%) TCP/IP
3 3 (1.94%) VPN
4 1 (0.65%) AMQP
4 1 (0.65%) SNMP
4 1 (0.65%) Unified Communications
Database & Business Intelligence
1 31 (20.00%) MySQL
2 25 (16.13%) Hadoop
2 25 (16.13%) NoSQL
3 18 (11.61%) SQL Server
4 17 (10.97%) PostgreSQL
5 14 (9.03%) Relational Database
6 12 (7.74%) Apache Hive
7 8 (5.16%) Apache Cassandra
8 4 (2.58%) Apache Accumulo
8 4 (2.58%) MongoDB
8 4 (2.58%) Redis
9 2 (1.29%) Data Warehouse
10 1 (0.65%) Data Mining
10 1 (0.65%) Oracle Reports
10 1 (0.65%) SQL Server 2008
10 1 (0.65%) SQL Server 2012
10 1 (0.65%) SQL Server 2014
Development Applications
1 6 (3.87%) Bitbucket
1 6 (3.87%) Git (software)
2 3 (1.94%) Ant
2 3 (1.94%) Maven
2 3 (1.94%) QUnit
2 3 (1.94%) Selenium
3 2 (1.29%) Oracle Forms
3 2 (1.29%) Vagrant
4 1 (0.65%) Eclipse
4 1 (0.65%) NetBeans
4 1 (0.65%) Visual Studio
General
1 21 (13.55%) Manufacturing
2 20 (12.90%) Games
2 20 (12.90%) Music Industry
3 19 (12.26%) Aerospace
3 19 (12.26%) Retail
4 18 (11.61%) Banking
5 11 (7.10%) Law
6 6 (3.87%) Finance
7 4 (2.58%) Telecoms
8 3 (1.94%) Advertising
9 2 (1.29%) Marketing
10 1 (0.65%) Electronics
Job Titles
1 61 (39.35%) Developer
2 31 (20.00%) Architect
3 24 (15.48%) PHP Developer
4 23 (14.84%) Software Engineer
5 20 (12.90%) Senior Developer
6 18 (11.61%) PHP Web Developer
6 18 (11.61%) Project Manager
6 18 (11.61%) Web Developer
7 16 (10.32%) Junior
8 14 (9.03%) .NET Developer
8 14 (9.03%) Data Architect
8 14 (9.03%) Senior Software Engineer
9 13 (8.39%) Java Engineer
9 13 (8.39%) Java Software Engineer
10 12 (7.74%) IT Manager
10 12 (7.74%) IT Project Manager
10 12 (7.74%) Senior Java Engineer
10 12 (7.74%) Senior Java Software Engineer
10 12 (7.74%) Senior PHP Developer
11 11 (7.10%) Senior PHP Web Developer
Libraries, Frameworks & Software Standards
1 38 (24.52%) HTML
2 35 (22.58%) CSS
3 26 (16.77%) HTML5
4 21 (13.55%) .NET
5 19 (12.26%) CSS3
6 18 (11.61%) Regular Expression
7 17 (10.97%) Spring
8 14 (9.03%) Hibernate
8 14 (9.03%) JDBC
8 14 (9.03%) Struts
9 11 (7.10%) AngularJS
9 11 (7.10%) Web Services
10 10 (6.45%) jQuery
11 9 (5.81%) JSON
12 8 (5.16%) RabbitMQ
13 7 (4.52%) Django
14 6 (3.87%) Celery
15 5 (3.23%) REST
16 4 (2.58%) Node.js
16 4 (2.58%) RESTful
Miscellaneous
1 44 (28.39%) Analytical Skills
2 18 (11.61%) Life Science
3 17 (10.97%) Enterprise Software
4 14 (9.03%) Visualisation
5 11 (7.10%) Management Information System
6 10 (6.45%) Computer Science
6 10 (6.45%) Taxonomies
7 8 (5.16%) Physics
7 8 (5.16%) Virtual Team
8 7 (4.52%) Mathematics
8 7 (4.52%) Statistics
9 6 (3.87%) Artificial Intelligence
9 6 (3.87%) Mobile App
10 4 (2.58%) User Experience
11 3 (1.94%) Algorithms
11 3 (1.94%) Data Centre
12 2 (1.29%) Security Operations Centre
12 2 (1.29%) VCE vBlock
13 1 (0.65%) Public Cloud
13 1 (0.65%) Smart Energy
Operating Systems
1 32 (20.65%) Linux
2 7 (4.52%) Windows
3 3 (1.94%) Apple iOS
3 3 (1.94%) Ubuntu
4 2 (1.29%) Android
4 2 (1.29%) Unix
Processes & Methodologies
1 38 (24.52%) Agile Software Development
2 34 (21.94%) Software Engineering
3 32 (20.65%) Analytics
4 25 (16.13%) Web Development
5 23 (14.84%) MVC
5 23 (14.84%) Stakeholder Management
6 21 (13.55%) Cybersecurity
7 19 (12.26%) MapReduce
7 19 (12.26%) TDD
8 18 (11.61%) OOP
8 18 (11.61%) Project Management
8 18 (11.61%) Project Planning
8 18 (11.61%) TOGAF
9 17 (10.97%) Business Intelligence
9 17 (10.97%) Matrix Organization
10 16 (10.32%) Big Data Analytics
10 16 (10.32%) Change Control
10 16 (10.32%) Data Management
10 16 (10.32%) SOLID
11 15 (9.68%) ETL
Programming Languages
1 45 (29.03%) JavaScript
2 37 (23.87%) Python
3 31 (20.00%) PHP
4 30 (19.35%) Java
5 27 (17.42%) SQL
6 24 (15.48%) C#
7 20 (12.90%) PHP 5
8 18 (11.61%) XPath
9 15 (9.68%) PL/SQL
10 11 (7.10%) C++
11 8 (5.16%) C
12 7 (4.52%) Ruby
13 6 (3.87%) PowerShell
14 5 (3.23%) R
15 4 (2.58%) Perl
16 3 (1.94%) Apple Swift
16 3 (1.94%) Groovy
17 2 (1.29%) F#
17 2 (1.29%) MATLAB
18 1 (0.65%) T-SQL
Qualifications
1 34 (21.94%) Degree
2 23 (14.84%) Security Cleared
3 16 (10.32%) BPSS Clearance
4 12 (7.74%) SC Cleared
5 10 (6.45%) DV Cleared
6 4 (2.58%) PhD
7 3 (1.94%) CCNA
7 3 (1.94%) Cisco Certification
7 3 (1.94%) MCSE
7 3 (1.94%) Microsoft Certification
7 3 (1.94%) RHCE
8 1 (0.65%) EMC Certification
Quality Assurance & Compliance
1 3 (1.94%) PCI DSS
2 1 (0.65%) Data Quality
System Software
1 23 (14.84%) Docker
2 12 (7.74%) Apache Flume
2 12 (7.74%) HDFS
3 3 (1.94%) Active Directory
3 3 (1.94%) LXC
4 2 (1.29%) Virtual Machines
5 1 (0.65%) VMware Infrastructure
Systems Management
1 12 (7.74%) Oozie
2 4 (2.58%) Hadoop YARN
3 3 (1.94%) HAProxy
4 2 (1.29%) logstash
4 2 (1.29%) StatsD
Vendors
1 29 (18.71%) Oracle
2 9 (5.81%) SAP
3 8 (5.16%) Microsoft
4 7 (4.52%) Cisco
5 4 (2.58%) Cloudera
5 4 (2.58%) Google
6 3 (1.94%) Dell
6 3 (1.94%) Red Hat
6 3 (1.94%) VMware
7 2 (1.29%) New Relic
8 1 (0.65%) Adobe
8 1 (0.65%) Cognizant
8 1 (0.65%) EMC
8 1 (0.65%) Informatica
8 1 (0.65%) Pega
Southampton
Spectrum IT
Salary: £50000 - £65000 per annum
Posted: 7 days ago
Hampshire
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: 6 days ago
Fareham
Spectrum IT
Salary: £45000 - £65000 per annum + benefits
Posted: 8 days ago
Southampton
Spectrum IT
Salary: £35000 - £40000 per annum + benefits
Posted: 7 days ago
Portsmouth
Talent Point
Salary: £35000.00 - £55000.00 per annum
Posted: 16 days ago
Southampton
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000 per annum + Package
Posted: 15 days ago
Andover, Hampshire
Evolution Recruitment Solutions
Salary: 70,000 + excellent benefits
Posted: 6 days ago