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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Big Data
South East / Hampshire
Rank 111 107 184
Rank change year-on-year
-4 +77
Permanent jobs citing Big Data 53 74 22
As % of all permanent IT jobs located in Hampshire 1.86% 2.24% 0.57%
As % of the Database & Business Intelligence category 5.79% 6.55% 1.68%
Number of salaries quoted 50 51 19
Median salary £52,500 £50,000 £48,500
Median salary % change year-on-year
+5.00% +3.09%
90% offered a salary of more than £35,000 £41,500 £37,500
10% offered a salary of more than £77,500 £62,500 £57,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
916 1129 1309
As % of all permanent IT jobs located in Hampshire 32.11% 34.16% 33.96%
Number of salaries quoted 806 1031 1197
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £57,500 £57,400
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 20 February 2017.

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 20 February 2017. 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 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 +11 18 £40,000 -11.11% 4
Farnborough -14 8 £67,500 +12.50% 1
Aldershot +3 5 £77,500 -
Portsmouth -5 4 £25,000 -34.64%
Eastleigh - 3 £37,500 -
Basingstoke -14 2 £65,000 +10.63%
Fareham - 2 - -
Hook - 2 £63,750 -
Winchester - 1 £42,500 -
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 20 February 2017, 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 46 (40.00%) JavaScript
2 42 (36.52%) Java
3 38 (33.04%) MySQL
4 37 (32.17%) HTML
5 34 (29.57%) PHP
6 33 (28.70%) MVC
7 30 (26.09%) CSS
8 29 (25.22%) Linux
8 29 (25.22%) Hadoop
9 28 (24.35%) OOP
10 27 (23.48%) J2EE
10 27 (23.48%) Agile Software Development
10 27 (23.48%) HTML5
11 25 (21.74%) Web Development
11 25 (21.74%) Python
12 24 (20.87%) AngularJS
12 24 (20.87%) Elasticsearch
13 22 (19.13%) Docker
13 22 (19.13%) Spring
13 22 (19.13%) Software Engineering
14 21 (18.26%) SOLID
15 20 (17.39%) Games
16 17 (14.78%) OO
17 16 (13.91%) SQL
17 16 (13.91%) MapReduce
17 16 (13.91%) Analytical Skills
18 15 (13.04%) Music Industry
19 14 (12.17%) XPath
19 14 (12.17%) PHP 5
19 14 (12.17%) Regular Expression

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 24 (20.87%) Elasticsearch
2 14 (12.17%) Apache
3 13 (11.30%) nginx
4 6 (5.22%) Apache Spark
5 4 (3.48%) SAS
6 3 (2.61%) Apache Pig
7 1 (0.87%) Cloud Foundry
7 1 (0.87%) IIS
7 1 (0.87%) Jetty
7 1 (0.87%) Tomcat
Applications
1 7 (6.09%) MS Excel
2 1 (0.87%) Stata
Business Applications
1 1 (0.87%) Maximo
Cloud Services
1 9 (7.83%) Microsoft Azure
2 6 (5.22%) Amazon AWS
2 6 (5.22%) SaaS
3 3 (2.61%) GitHub
4 2 (1.74%) Google Cloud Platform
4 2 (1.74%) IaaS
4 2 (1.74%) PaaS
Communications & Networking
1 13 (11.30%) Unified Communications
2 1 (0.87%) DNS
2 1 (0.87%) Firewall
2 1 (0.87%) HTTP
2 1 (0.87%) HTTPS
2 1 (0.87%) Internet
2 1 (0.87%) SAN
2 1 (0.87%) SMTP
2 1 (0.87%) TCP/IP
Database & Business Intelligence
1 38 (33.04%) MySQL
2 29 (25.22%) Hadoop
3 12 (10.43%) Apache Cassandra
4 11 (9.57%) NoSQL
4 11 (9.57%) SQL Server
5 10 (8.70%) HBase
6 5 (4.35%) Power BI
6 5 (4.35%) SQL Server 2008
6 5 (4.35%) SQL Server 2014
6 5 (4.35%) SQL Server Analysis Services
6 5 (4.35%) SQL Server Integration Services
6 5 (4.35%) SQL Server Reporting Services
7 4 (3.48%) Apache Hive
7 4 (3.48%) Data Mining
7 4 (3.48%) PostgreSQL
7 4 (3.48%) Relational Database
8 3 (2.61%) Oracle BI EE
8 3 (2.61%) Redis
9 2 (1.74%) DB2
9 2 (1.74%) Oracle Database 12c
Development Applications
1 10 (8.70%) Git (software)
2 6 (5.22%) Vagrant
3 3 (2.61%) Bitbucket
4 2 (1.74%) Team Foundation Server
5 1 (0.87%) NUnit
5 1 (0.87%) Selenium
5 1 (0.87%) SpecFlow
General
1 20 (17.39%) Games
2 15 (13.04%) Music Industry
3 3 (2.61%) Finance
4 2 (1.74%) Law
4 2 (1.74%) Manufacturing
4 2 (1.74%) Retail
5 1 (0.87%) Advertising
5 1 (0.87%) Automotive
5 1 (0.87%) Electronics
5 1 (0.87%) Telecoms
Job Titles
1 80 (69.57%) Developer
2 34 (29.57%) PHP Developer
3 31 (26.96%) Senior Developer
4 27 (23.48%) Java Developer
5 19 (16.52%) Senior PHP Developer
6 14 (12.17%) PHP Web Developer
6 14 (12.17%) Web Developer
7 11 (9.57%) Architect
7 11 (9.57%) Senior Java Developer
8 9 (7.83%) Full Stack Developer
8 9 (7.83%) Lead Developer
8 9 (7.83%) Lead Java Developer
8 9 (7.83%) Senior PHP Web Developer
8 9 (7.83%) Senior Web Developer
8 9 (7.83%) SQL Developer
9 8 (6.96%) Data Architect
10 6 (5.22%) Senior Software Engineer
10 6 (5.22%) Software Engineer
11 5 (4.35%) Junior
11 5 (4.35%) SQL DBA
Libraries, Frameworks & Software Standards
1 37 (32.17%) HTML
2 30 (26.09%) CSS
3 27 (23.48%) HTML5
3 27 (23.48%) J2EE
4 24 (20.87%) AngularJS
5 22 (19.13%) Spring
6 14 (12.17%) CSS3
6 14 (12.17%) Node.js
6 14 (12.17%) Regular Expression
7 13 (11.30%) LAMP
7 13 (11.30%) Laravel
7 13 (11.30%) LEMP Stack
7 13 (11.30%) Symfony
7 13 (11.30%) Twitter Bootstrap
7 13 (11.30%) Web Services
8 12 (10.43%) REST
9 10 (8.70%) .NET
10 8 (6.96%) Angular 2
10 8 (6.96%) JSON
11 7 (6.09%) XML
Miscellaneous
1 16 (13.91%) Analytical Skills
2 11 (9.57%) Linux Command Line
3 5 (4.35%) Algorithms
4 3 (2.61%) Computer Science
4 3 (2.61%) Enterprise Software
4 3 (2.61%) User Experience
5 2 (1.74%) Management Information System
5 2 (1.74%) Mobile Payment
5 2 (1.74%) Taxonomies
6 1 (0.87%) Clustering
6 1 (0.87%) Data Centre
6 1 (0.87%) Data Structures
6 1 (0.87%) Internet of Things
6 1 (0.87%) iPad
6 1 (0.87%) Smart Energy
6 1 (0.87%) Virtual Team
Operating Systems
1 29 (25.22%) Linux
2 3 (2.61%) Windows
3 1 (0.87%) Embedded Linux
3 1 (0.87%) Unix
Processes & Methodologies
1 33 (28.70%) MVC
2 28 (24.35%) OOP
3 27 (23.48%) Agile Software Development
4 25 (21.74%) Web Development
5 22 (19.13%) Software Engineering
6 21 (18.26%) SOLID
7 17 (14.78%) OO
8 16 (13.91%) MapReduce
9 13 (11.30%) Business Intelligence
10 12 (10.43%) SOA
11 8 (6.96%) Analytics
11 8 (6.96%) Mathematics
11 8 (6.96%) Open Source
12 7 (6.09%) Cross-Platform Development
12 7 (6.09%) Scrum
12 7 (6.09%) TDD
13 6 (5.22%) Data Analysis
13 6 (5.22%) Machine Learning
14 5 (4.35%) Data Management
14 5 (4.35%) Database Security
Programming Languages
1 46 (40.00%) JavaScript
2 42 (36.52%) Java
3 34 (29.57%) PHP
4 25 (21.74%) Python
5 16 (13.91%) SQL
6 14 (12.17%) C++
6 14 (12.17%) PHP 5
6 14 (12.17%) PHP 7
6 14 (12.17%) XPath
7 13 (11.30%) C#
8 8 (6.96%) Ruby
9 6 (5.22%) PowerShell
10 4 (3.48%) PL/SQL
11 2 (1.74%) T-SQL
12 1 (0.87%) Go
12 1 (0.87%) R
12 1 (0.87%) Scala
12 1 (0.87%) VB.NET
Qualifications
1 4 (3.48%) Degree
1 4 (3.48%) PhD
2 1 (0.87%) CCNA
2 1 (0.87%) CEH
2 1 (0.87%) Cisco Certification
2 1 (0.87%) CISSP
2 1 (0.87%) GCFA
2 1 (0.87%) GCIA
2 1 (0.87%) GCIH
2 1 (0.87%) GIAC
2 1 (0.87%) GREM
2 1 (0.87%) MBA
2 1 (0.87%) MCSE
2 1 (0.87%) Microsoft Certification
2 1 (0.87%) Postgraduate
2 1 (0.87%) RHCE
2 1 (0.87%) SANS
2 1 (0.87%) Security Cleared
Quality Assurance & Compliance
1 1 (0.87%) QA
System Software
1 22 (19.13%) Docker
2 5 (4.35%) HDFS
3 4 (3.48%) Apache Flume
4 1 (0.87%) Active Directory
4 1 (0.87%) LXC
Systems Management
1 3 (2.61%) Oozie
2 1 (0.87%) EMC NetWorker
2 1 (0.87%) EnCase
2 1 (0.87%) FTK
2 1 (0.87%) Hadoop YARN
Vendors
1 9 (7.83%) Oracle
2 8 (6.96%) Microsoft
3 4 (3.48%) SAP
4 2 (1.74%) Cloudera
4 2 (1.74%) Google
4 2 (1.74%) MapR
5 1 (0.87%) Cisco
5 1 (0.87%) Dell
5 1 (0.87%) Hortonworks
5 1 (0.87%) IBM
5 1 (0.87%) Intel
5 1 (0.87%) Red Hat
Hampshire
Austin Fraser
Salary: £60000 - £65000 per annum + Benefits, Flex Working and Bonus
Posted: 4 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: 6 days ago
Hampshire
Hays Specialist Recruitment Ltd
Salary: £70000.00 - £90000.00 per annum + bens
Posted: 17 days ago
Southampton
Spectrum IT
Salary: £35000 - £50000 per annum + Benefits
Posted: 13 days ago
Southampton
Spectrum IT
Salary: £45000 - £55000 per annum
Posted: 14 days ago
Farnborough
aap3
Salary: £30000 - £37000.00 per annum
Posted: 12 days ago
Southampton
Spectrum IT
Salary: £50000 - £70000 per annum + stock options
Posted: 24 days ago