The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
South East / Hampshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 90 127 172
Rank change year-on-year +37 +45  
Permanent jobs citing Big Data 86 67 20
As % of all permanent IT jobs advertised in Hampshire 2.95% 1.92% 0.54%
As % of the Database & Business Intelligence category 9.20% 5.41% 1.53%
Number of salaries quoted 79 46 19
Median salary £55,000 £42,500 £55,000
Median salary % change year-on-year +29.41% -22.72%  
90% offered a salary of more than £37,500 £30,000 £42,200
10% offered a salary of more than £75,000 £57,500 £62,000
UK excluding London median salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Hampshire
Permanent job vacancies with a requirement for database and business intelligence skills 935 1238 1303
As % of all permanent IT job vacancies advertised in Hampshire 32.06% 35.51% 35.06%
Number of salaries quoted 861 1129 1129
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £28,500 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in Hampshire.

Salary trend for Big Data in Hampshire

Big Data
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Big Data in Hampshire over the 3 months to 24 June 2017.

Salary histogram for Big Data 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 24 June 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
Winchester - 15 £55,000 - 1
Fareham +34 13 £42,500 +88.88% 2
Southampton +11 11 £57,500 +35.29%
Basingstoke +3 9 £55,000 -12.00% 3
Portsmouth -20 6 £35,000 +7.69%
Farnborough - 6 £37,500 - 1
Aldershot +10 5 £77,500 +72.22% 1
Hook - 1 £65,000 -
Big Data
South East

For the 6 months to 24 June 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 57 (41.61%) Java
2 54 (39.42%) Hadoop
3 53 (38.69%) Agile Software Development
4 48 (35.04%) Python
5 42 (30.66%) JavaScript
6 36 (26.28%) SQL
7 35 (25.55%) C#
8 34 (24.82%) J2EE
9 32 (23.36%) Data Analysis
10 31 (22.63%) Apache Spark
11 27 (19.71%) Spring
11 27 (19.71%) Web Services
11 27 (19.71%) Open Source
12 24 (17.52%) Amazon AWS
12 24 (17.52%) Docker
12 24 (17.52%) Greenfield Project
13 22 (16.06%) Visualisation
13 22 (16.06%) MapReduce
13 22 (16.06%) Analytics
13 22 (16.06%) SOA
13 22 (16.06%) CSS
13 22 (16.06%) TDD
14 21 (15.33%) HTML
15 20 (14.60%) Machine Learning
15 20 (14.60%) Data Visualisation
16 19 (13.87%) NoSQL
17 18 (13.14%) Business Intelligence
17 18 (13.14%) MySQL
17 18 (13.14%) MVC
17 18 (13.14%) Scrum

Big Data
Co-occurring 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 31 (22.63%) Apache Spark
2 9 (6.57%) Elasticsearch
3 1 (0.73%) Jetty
3 1 (0.73%) Tomcat
Business Applications
1 1 (0.73%) Maximo
1 1 (0.73%) Oracle EBS
Cloud Services
1 24 (17.52%) Amazon AWS
2 11 (8.03%) Microsoft Azure
3 6 (4.38%) Cloud Computing
4 2 (1.46%) Oracle Service Cloud
4 2 (1.46%) SaaS
5 1 (0.73%) GitHub
5 1 (0.73%) Google Cloud Platform
Database & Business Intelligence
1 54 (39.42%) Hadoop
2 19 (13.87%) NoSQL
3 18 (13.14%) MySQL
4 17 (12.41%) Apache Cassandra
5 15 (10.95%) HBase
6 12 (8.76%) Relational Database
7 10 (7.30%) RDBMS
8 9 (6.57%) PostgreSQL
9 6 (4.38%) Oracle BI EE
9 6 (4.38%) SQL Server
10 4 (2.92%) Data Mining
10 4 (2.92%) Data Warehouse
10 4 (2.92%) Oracle Reports
11 3 (2.19%) Oracle ODI
11 3 (2.19%) Redis
12 2 (1.46%) Apache Hive
12 2 (1.46%) Oracle Database
12 2 (1.46%) Oracle Database 12c
13 1 (0.73%) BigQuery
13 1 (0.73%) Power BI
Development Applications
1 13 (9.49%) NUnit
1 13 (9.49%) SpecFlow
2 12 (8.76%) Git (software)
3 6 (4.38%) Grunt
3 6 (4.38%) gulp
3 6 (4.38%) JIRA
3 6 (4.38%) webpack
4 4 (2.92%) Jenkins
5 3 (2.19%) Atlassian Bamboo
5 3 (2.19%) Eclipse
5 3 (2.19%) JUnit
5 3 (2.19%) Subversion
5 3 (2.19%) Travis CI
6 1 (0.73%) Bitbucket
6 1 (0.73%) Selenium
6 1 (0.73%) Visual Studio
General
1 8 (5.84%) Finance
2 4 (2.92%) Electronics
2 4 (2.92%) Telecoms
3 2 (1.46%) Games
3 2 (1.46%) Marketing
4 1 (0.73%) Back Office
4 1 (0.73%) Banking
4 1 (0.73%) Retail
Job Titles
1 70 (51.09%) Developer
2 34 (24.82%) Java Developer
2 34 (24.82%) Senior Developer
3 25 (18.25%) Architect
4 19 (13.87%) Software Developer
5 18 (13.14%) Data Architect
6 17 (12.41%) Data Scientist
7 16 (11.68%) Big Data Architect
7 16 (11.68%) Java Architect
7 16 (11.68%) Java Software Architect
7 16 (11.68%) Python Software Architect
7 16 (11.68%) Senior Software Developer
7 16 (11.68%) SOA Architect
7 16 (11.68%) Software Architect
8 15 (10.95%) C# Architect
8 15 (10.95%) Senior Java Developer
9 9 (6.57%) Lead Developer
9 9 (6.57%) Lead Java Developer
9 9 (6.57%) Python Developer
10 6 (4.38%) Software Engineer
Libraries, Frameworks & Software Standards
1 34 (24.82%) J2EE
2 27 (19.71%) Spring
2 27 (19.71%) Web Services
3 22 (16.06%) CSS
4 21 (15.33%) HTML
5 17 (12.41%) AngularJS
6 14 (10.22%) .NET
7 13 (9.49%) ASP.NET
7 13 (9.49%) ASP.NET MVC
7 13 (9.49%) Django
7 13 (9.49%) RabbitMQ
8 12 (8.76%) .NET Framework
8 12 (8.76%) Kafka
9 11 (8.03%) jQuery
10 9 (6.57%) Hibernate
10 9 (6.57%) JMS
10 9 (6.57%) Node.js
11 8 (5.84%) React
12 7 (5.11%) Ajax
12 7 (5.11%) Angular 2
Miscellaneous
1 24 (17.52%) Greenfield Project
2 17 (12.41%) Algorithms
3 11 (8.03%) Computer Science
4 6 (4.38%) User Experience
5 4 (2.92%) Analytical Skills
6 3 (2.19%) Data Structures
7 2 (1.46%) Replication
8 1 (0.73%) Credit Risk
8 1 (0.73%) Cyber Kill Chain
8 1 (0.73%) Device Driver
8 1 (0.73%) Grid Computing
8 1 (0.73%) Internet of Things
8 1 (0.73%) iPad
8 1 (0.73%) Linux Command Line
8 1 (0.73%) Management Information System
8 1 (0.73%) Mobile Payment
8 1 (0.73%) Smart Energy
8 1 (0.73%) Taxonomies
8 1 (0.73%) Virtual Team
Operating Systems
1 15 (10.95%) Linux
2 10 (7.30%) Windows
3 4 (2.92%) Unix
4 3 (2.19%) Mac OS
5 1 (0.73%) Embedded Linux
Processes & Methodologies
1 53 (38.69%) Agile Software Development
2 32 (23.36%) Data Analysis
3 27 (19.71%) Open Source
4 22 (16.06%) Analytics
4 22 (16.06%) MapReduce
4 22 (16.06%) SOA
4 22 (16.06%) TDD
4 22 (16.06%) Visualisation
5 20 (14.60%) Data Visualisation
5 20 (14.60%) Machine Learning
6 18 (13.14%) Business Intelligence
6 18 (13.14%) MVC
6 18 (13.14%) Scrum
7 15 (10.95%) Continuous Improvement
7 15 (10.95%) Continuous Integration
7 15 (10.95%) Statistics
8 14 (10.22%) Continuous Delivery
8 14 (10.22%) Test Automation
8 14 (10.22%) Web Application Development
9 13 (9.49%) Front End Development
Programming Languages
1 57 (41.61%) Java
2 48 (35.04%) Python
3 42 (30.66%) JavaScript
4 36 (26.28%) SQL
5 35 (25.55%) C#
6 17 (12.41%) C++
7 16 (11.68%) Ruby
8 10 (7.30%) R
9 5 (3.65%) ES6
10 3 (2.19%) Go
10 3 (2.19%) MATLAB
10 3 (2.19%) PHP
10 3 (2.19%) PL/SQL
11 1 (0.73%) Julia
11 1 (0.73%) PowerShell
11 1 (0.73%) T-SQL
Qualifications
1 11 (8.03%) Degree
2 7 (5.11%) Security Cleared
3 6 (4.38%) DV Cleared
3 6 (4.38%) SC Cleared
4 5 (3.65%) PhD
5 4 (2.92%) Computer Science Degree
6 2 (1.46%) PRINCE2 Practitioner
7 1 (0.73%) CEH
7 1 (0.73%) CISSP
7 1 (0.73%) GCFA
7 1 (0.73%) GCIA
7 1 (0.73%) GCIH
7 1 (0.73%) GIAC
7 1 (0.73%) GREM
7 1 (0.73%) ISTQB
7 1 (0.73%) MCITP
7 1 (0.73%) MCTS
7 1 (0.73%) Microsoft Certification
7 1 (0.73%) SANS
Quality Assurance & Compliance
1 2 (1.46%) PMO
System Software
1 24 (17.52%) Docker
2 2 (1.46%) Oracle RAC
Systems Management
1 12 (8.76%) Opscode Chef
2 3 (2.19%) Marathon
3 2 (1.46%) Data Guard
4 1 (0.73%) EnCase
4 1 (0.73%) FTK
Vendors
1 8 (5.84%) Oracle
2 4 (2.92%) MapR
3 2 (1.46%) Splunk
4 1 (0.73%) Google
4 1 (0.73%) IBM
4 1 (0.73%) Intel
4 1 (0.73%) Microsoft
4 1 (0.73%) SAP
Aldershot, Hampshire
Austin Fraser
Salary: £50000 - £70000 per annum + Benefits and Bonus
Posted: 2 days ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £60000 per annum + Benefits, Remote Working
Posted: 2 days ago
Basingstoke, Hampshire
Understanding Recruitment
Salary: £50000 - £65000 per annum + Benefits
Posted: 5 days ago
Farnborough, Hampshire
UKCloud
Salary: Competitive Rates / Negotiable - Pension, Healthcare, Life Cover, Bonu
Posted: 4 days ago
Basingstoke, Hampshire
Understanding Recruitment
Salary: £50000 - £65000 per annum + Benefits
Posted: 5 days ago
Basingstoke
Spectrum IT
Salary: £50000 - £60000 per annum + 25 days holiday, Pension, etc
Posted: 10 days ago
Fareham
Spectrum IT
Salary: £40000 - £45000 per annum
Posted: 15 days ago
Fareham
Spectrum IT
Posted: 25 days ago