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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 115 117 184
Rank change year-on-year
+2 +67
Permanent jobs citing Big Data 66 73 27
As % of all permanent IT jobs located in Hampshire 2.05% 2.00% 0.67%
As % of the Database & Business Intelligence category 5.94% 5.91% 2.12%
Number of salaries quoted 64 66 20
Median salary £50,000 £52,000 £37,500
Median salary % change year-on-year
-3.84% +38.66%
90% offered a salary of more than £37,500 £32,500 £32,500
10% offered a salary of more than £90,000 £65,000 £52,500
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
1112 1236 1274
As % of all permanent IT jobs located in Hampshire 34.56% 33.78% 31.69%
Number of salaries quoted 1008 1093 1011
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 £27,500
10% offered a salary of more than £55,000 £55,000 £60,000
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 26 September 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 26 September 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 23 £45,000 +5.88% 2
Southampton +7 20 £40,000 -5.88% 4
Havant +18 9 £90,000 +63.63%
Fareham - 5 £52,000 -
Romsey - 5 £70,000 -
Eastleigh - 2 £43,750 - 1
Aldershot -2 1 £110,000 +300.00%
Big Data
South East

Big Data
Top 30 Related IT Skills in Hampshire

For the 6 months to 26 September 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 41 (31.06%) JavaScript
2 36 (27.27%) Analytical Skills
3 34 (25.76%) HTML
4 33 (25.00%) CSS
5 32 (24.24%) Python
5 32 (24.24%) Elasticsearch
6 31 (23.48%) Linux
6 31 (23.48%) PHP
6 31 (23.48%) MySQL
6 31 (23.48%) MVC
7 28 (21.21%) Degree
8 27 (20.45%) Oracle
9 26 (19.70%) Software Engineering
10 25 (18.94%) Web Development
10 25 (18.94%) Hadoop
10 25 (18.94%) NoSQL
11 24 (18.18%) Agile Software Development
11 24 (18.18%) Java
11 24 (18.18%) Docker
12 23 (17.42%) SQL
12 23 (17.42%) HTML5
13 22 (16.67%) C#
14 20 (15.15%) Games
14 20 (15.15%) Music Industry
15 19 (14.39%) MapReduce
15 19 (14.39%) .NET
16 18 (13.64%) OOP
16 18 (13.64%) SOLID
17 17 (12.88%) Enterprise Software
17 17 (12.88%) Analytics

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 (24.24%) Elasticsearch
2 12 (9.09%) Apache Pig
3 9 (6.82%) SAS
4 8 (6.06%) Apache
5 6 (4.55%) nginx
6 4 (3.03%) Apache Spark
6 4 (3.03%) IIS
7 2 (1.52%) Cloud Foundry
8 1 (0.76%) CMS
Applications
1 5 (3.79%) MS Excel
2 1 (0.76%) SPSS
Business Applications
1 1 (0.76%) WebTrends
Cloud Services
1 15 (11.36%) SaaS
2 14 (10.61%) IaaS
2 14 (10.61%) PaaS
3 9 (6.82%) Microsoft Azure
4 7 (5.30%) Amazon AWS
5 6 (4.55%) GitHub
6 4 (3.03%) Google Cloud Platform
7 2 (1.52%) AWS Elastic Beanstalk
7 2 (1.52%) Cloud Computing
7 2 (1.52%) Heroku
8 1 (0.76%) Adobe Analytics
8 1 (0.76%) Google Analytics
Communications & Networking
1 7 (5.30%) 4G
1 7 (5.30%) Firewall
1 7 (5.30%) PSTN
1 7 (5.30%) Wi-Fi
2 4 (3.03%) DNS
2 4 (3.03%) HTTP
2 4 (3.03%) HTTPS
2 4 (3.03%) Internet
2 4 (3.03%) SAN
2 4 (3.03%) SMTP
2 4 (3.03%) TCP/IP
2 4 (3.03%) Unified Communications
3 3 (2.27%) Cisco ASA
3 3 (2.27%) VPN
Database & Business Intelligence
1 31 (23.48%) MySQL
2 25 (18.94%) Hadoop
2 25 (18.94%) NoSQL
3 17 (12.88%) PostgreSQL
4 15 (11.36%) SQL Server
5 13 (9.85%) Relational Database
6 12 (9.09%) Apache Hive
7 10 (7.58%) Apache Cassandra
8 4 (3.03%) Apache Accumulo
8 4 (3.03%) Redis
9 3 (2.27%) MongoDB
10 2 (1.52%) Data Warehouse
11 1 (0.76%) Data Mining
Development Applications
1 8 (6.06%) Git (software)
2 6 (4.55%) Bitbucket
3 4 (3.03%) Vagrant
4 3 (2.27%) Ant
4 3 (2.27%) Maven
4 3 (2.27%) QUnit
4 3 (2.27%) Selenium
5 2 (1.52%) Oracle Forms
6 1 (0.76%) Team Foundation Server
6 1 (0.76%) Visual Studio
General
1 20 (15.15%) Games
1 20 (15.15%) Music Industry
2 15 (11.36%) Manufacturing
2 15 (11.36%) Retail
3 13 (9.85%) Aerospace
3 13 (9.85%) Banking
4 12 (9.09%) Law
5 4 (3.03%) Finance
6 3 (2.27%) Advertising
6 3 (2.27%) Telecoms
7 1 (0.76%) Electronics
7 1 (0.76%) Marketing
Job Titles
1 62 (46.97%) Developer
2 28 (21.21%) Architect
3 26 (19.70%) PHP Developer
4 19 (14.39%) Senior Developer
5 17 (12.88%) Software Engineer
6 16 (12.12%) PHP Web Developer
6 16 (12.12%) Web Developer
7 15 (11.36%) Junior
8 14 (10.61%) Data Architect
8 14 (10.61%) Senior PHP Developer
9 13 (9.85%) .NET Developer
9 13 (9.85%) Project Manager
9 13 (9.85%) Senior PHP Web Developer
9 13 (9.85%) Senior Web Developer
10 12 (9.09%) Java Engineer
10 12 (9.09%) Java Software Engineer
10 12 (9.09%) Senior Software Engineer
11 11 (8.33%) IT Project Manager
11 11 (8.33%) Senior Java Engineer
11 11 (8.33%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 34 (25.76%) HTML
2 33 (25.00%) CSS
3 23 (17.42%) HTML5
4 19 (14.39%) .NET
5 17 (12.88%) Spring
6 16 (12.12%) CSS3
6 16 (12.12%) Regular Expression
7 14 (10.61%) Hibernate
7 14 (10.61%) JDBC
7 14 (10.61%) Struts
8 12 (9.09%) AngularJS
9 8 (6.06%) jQuery
9 8 (6.06%) RabbitMQ
10 7 (5.30%) Django
10 7 (5.30%) JSON
10 7 (5.30%) Web Services
11 6 (4.55%) Celery
11 6 (4.55%) LEMP Stack
11 6 (4.55%) Node.js
12 4 (3.03%) Laravel
Miscellaneous
1 36 (27.27%) Analytical Skills
2 17 (12.88%) Enterprise Software
3 13 (9.85%) Life Science
3 13 (9.85%) Visualisation
4 10 (7.58%) Management Information System
4 10 (7.58%) Taxonomies
5 8 (6.06%) Computer Science
6 6 (4.55%) Artificial Intelligence
6 6 (4.55%) Physics
7 4 (3.03%) Mathematics
7 4 (3.03%) User Experience
8 3 (2.27%) Data Centre
8 3 (2.27%) Mobile App
8 3 (2.27%) Statistics
9 2 (1.52%) Clustering
9 2 (1.52%) Security Operations Centre
9 2 (1.52%) VCE vBlock
10 1 (0.76%) Credit Risk
10 1 (0.76%) Grid Computing
10 1 (0.76%) Public Cloud
Operating Systems
1 31 (23.48%) Linux
2 7 (5.30%) Windows
3 3 (2.27%) Ubuntu
4 2 (1.52%) Apple iOS
5 1 (0.76%) Android
Processes & Methodologies
1 31 (23.48%) MVC
2 26 (19.70%) Software Engineering
3 25 (18.94%) Web Development
4 24 (18.18%) Agile Software Development
5 19 (14.39%) MapReduce
6 18 (13.64%) OOP
6 18 (13.64%) SOLID
7 17 (12.88%) Analytics
7 17 (12.88%) Business Intelligence
7 17 (12.88%) Stakeholder Management
8 16 (12.12%) TDD
9 15 (11.36%) Cybersecurity
9 15 (11.36%) Data Management
9 15 (11.36%) ETL
10 14 (10.61%) Open Source
10 14 (10.61%) TOGAF
11 13 (9.85%) Data Visualisation
11 13 (9.85%) Migration
11 13 (9.85%) Project Management
11 13 (9.85%) Project Planning
Programming Languages
1 41 (31.06%) JavaScript
2 32 (24.24%) Python
3 31 (23.48%) PHP
4 24 (18.18%) Java
5 23 (17.42%) SQL
6 22 (16.67%) C#
7 16 (12.12%) PHP 5
7 16 (12.12%) XPath
8 14 (10.61%) PL/SQL
9 8 (6.06%) C++
10 7 (5.30%) Ruby
11 6 (4.55%) PowerShell
12 3 (2.27%) Groovy
12 3 (2.27%) PHP 7
13 2 (1.52%) Apple Swift
13 2 (1.52%) Perl
13 2 (1.52%) R
14 1 (0.76%) Bash Shell
14 1 (0.76%) MATLAB
14 1 (0.76%) T-SQL
Qualifications
1 28 (21.21%) Degree
2 13 (9.85%) Security Cleared
3 11 (8.33%) BPSS Clearance
4 9 (6.82%) DV Cleared
5 4 (3.03%) CCNA
5 4 (3.03%) Cisco Certification
5 4 (3.03%) MCSE
5 4 (3.03%) Microsoft Certification
5 4 (3.03%) RHCE
6 3 (2.27%) PhD
7 2 (1.52%) SC Cleared
Quality Assurance & Compliance
1 3 (2.27%) PCI DSS
System Software
1 24 (18.18%) Docker
2 12 (9.09%) Apache Flume
2 12 (9.09%) HDFS
3 4 (3.03%) Active Directory
3 4 (3.03%) LXC
4 2 (1.52%) Virtual Machines
Systems Management
1 12 (9.09%) Oozie
2 4 (3.03%) Hadoop YARN
3 3 (2.27%) HAProxy
4 2 (1.52%) logstash
4 2 (1.52%) StatsD
Vendors
1 27 (20.45%) Oracle
2 9 (6.82%) SAP
3 8 (6.06%) Cisco
3 8 (6.06%) Microsoft
4 5 (3.79%) Google
5 4 (3.03%) Cloudera
5 4 (3.03%) Dell
5 4 (3.03%) Red Hat
6 2 (1.52%) New Relic
6 2 (1.52%) VMware
7 1 (0.76%) Adobe
Portsmouth, Hampshire
Opus Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Hampshire
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 8 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £40000 per annum + benefits
Posted: 3 days ago
Southampton
Hays Specialist Recruitment Ltd
Salary: £30000 - £45000 per annum + Package
Posted: 12 days ago
Southampton
Hays Specialist Recruitment Ltd
Salary: £30000 - £45000 per annum + Package
Posted: 13 days ago
Eastleigh
Spectrum IT
Salary: £30000 - £45000 per annum + benefits
Posted: 18 days ago
Southampton
Spectrum IT
Salary: £20000 - £30000 per annum + Excellent Benefits
Posted: 18 days ago
Portsmouth
Spectrum IT
Salary: £30000 - £40000 per annum
Posted: 20 days ago