Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Farnborough 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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Hampshire > Farnborough
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 65 79 68
Rank change year-on-year +14 -11 -7
Permanent jobs citing Big Data 19 2 15
As % of all permanent IT jobs advertised in Farnborough 2.79% 0.26% 2.31%
As % of the Database & Business Intelligence category 7.95% 0.81% 7.54%
Number of salaries quoted 8 2 15
Farnborough median annual salary £40,000 £70,500 £52,500
Median salary % change year-on-year -43.26% +34.29% +16.67%
10th Percentile £33,750 £67,750 £41,500
90th Percentile £53,750 £73,250 £63,500
Hampshire median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +11.11%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Farnborough with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Farnborough
Permanent vacancies with a requirement for database or business intelligence skills 239 247 199
As % of all permanent IT jobs advertised in Farnborough 35.15% 32.20% 30.66%
Number of salaries quoted 190 221 188
Farnborough median annual salary £40,000 £43,000 £43,500
Median salary % change year-on-year -6.98% -1.15% +2.35%
10th Percentile £26,250 £29,750 £30,500
90th Percentile £53,875 £57,500 £60,000
Hampshire median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

Big Data
Job Vacancy Trend in Farnborough

Job postings citing Big Data as a percentage of all IT jobs advertised in Farnborough.

Job vacancy trend for Big Data in Farnborough

Big Data
Salary Trend in Farnborough

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in Farnborough.

Salary trend for Big Data in Farnborough

For the 6 months to 19 November 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 Farnborough region with a requirement for Big Data.

1 19 (100.00%) Agile Software Development
2 13 (68.42%) TDD
2 13 (68.42%) Open Source
3 12 (63.16%) Spring
3 12 (63.16%) Java
4 11 (57.89%) Linux
5 9 (47.37%) Degree
5 9 (47.37%) Computer Science
5 9 (47.37%) Cloud Foundry
6 8 (42.11%) PaaS
6 8 (42.11%) HBase
6 8 (42.11%) J2EE
7 7 (36.84%) Python
7 7 (36.84%) Red Hat
7 7 (36.84%) Software Engineering
7 7 (36.84%) Configuration Management
7 7 (36.84%) Puppet
7 7 (36.84%) Amazon AWS
7 7 (36.84%) Continuous Integration
7 7 (36.84%) CentOS
7 7 (36.84%) Ansible
7 7 (36.84%) SaltStack
7 7 (36.84%) OpenStack
7 7 (36.84%) Opscode Chef
7 7 (36.84%) OpenShift
7 7 (36.84%) Cloud Native
8 6 (31.58%) Fintech
8 6 (31.58%) Greenfield Project
8 6 (31.58%) Acceptance Criteria
8 6 (31.58%) MapReduce

Big Data
Co-occurring IT Skills in Farnborough 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 9 (47.37%) Cloud Foundry
2 7 (36.84%) OpenStack
3 2 (10.53%) Apache
3 2 (10.53%) GemFire
Cloud Services
1 8 (42.11%) PaaS
2 7 (36.84%) Amazon AWS
2 7 (36.84%) OpenShift
3 4 (21.05%) GitHub
Database & Business Intelligence
1 8 (42.11%) HBase
2 6 (31.58%) Hadoop
3 2 (10.53%) Apache Hive
Development Applications
1 6 (31.58%) JUnit
2 4 (21.05%) Eclipse
2 4 (21.05%) Git (software)
2 4 (21.05%) Gradle
2 4 (21.05%) IntelliJ
2 4 (21.05%) Jenkins
3 2 (10.53%) SonarQube
General
1 4 (21.05%) Banking
1 4 (21.05%) Finance
Job Titles
1 12 (63.16%) Developer
2 8 (42.11%) Java Developer
3 7 (36.84%) Cloud Engineer
3 7 (36.84%) Cloud Infrastructure Engineer
3 7 (36.84%) Infrastructure Engineer
4 4 (21.05%) Junior
4 4 (21.05%) Junior Developer
4 4 (21.05%) Junior Java Developer
5 2 (10.53%) Lead Developer
5 2 (10.53%) Technical Developer
6 1 (5.26%) Senior Cloud Engineer
6 1 (5.26%) Senior Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 12 (63.16%) Spring
2 8 (42.11%) J2EE
3 6 (31.58%) JSON
3 6 (31.58%) Spring Integration
3 6 (31.58%) Web Services
4 4 (21.05%) Middleware
4 4 (21.05%) RESTful
4 4 (21.05%) Spring Boot
5 2 (10.53%) Kafka
5 2 (10.53%) RabbitMQ
Miscellaneous
1 9 (47.37%) Computer Science
2 7 (36.84%) Cloud Native
3 6 (31.58%) Fintech
3 6 (31.58%) Greenfield Project
4 5 (26.32%) Public Cloud
5 4 (21.05%) Linux Command Line
6 2 (10.53%) Virtual Team
Operating Systems
1 11 (57.89%) Linux
2 7 (36.84%) CentOS
3 4 (21.05%) Unix
Processes & Methodologies
1 19 (100.00%) Agile Software Development
2 13 (68.42%) Open Source
2 13 (68.42%) TDD
3 7 (36.84%) Configuration Management
3 7 (36.84%) Continuous Integration
3 7 (36.84%) Software Engineering
4 6 (31.58%) Acceptance Criteria
4 6 (31.58%) BDD
4 6 (31.58%) MapReduce
4 6 (31.58%) OO
4 6 (31.58%) OOP
4 6 (31.58%) Scrum
4 6 (31.58%) User Stories
4 6 (31.58%) Validation
5 4 (21.05%) Microservices
6 2 (10.53%) Benchmarking
6 2 (10.53%) Functional Testing
6 2 (10.53%) Mathematics
6 2 (10.53%) Mentoring
6 2 (10.53%) Unit Testing
Programming Languages
1 12 (63.16%) Java
2 7 (36.84%) Python
3 4 (21.05%) Shell Script
Qualifications
1 9 (47.37%) Degree
2 5 (26.32%) SC Cleared
2 5 (26.32%) Security Cleared
3 2 (10.53%) Computer Science Degree
Quality Assurance & Compliance
1 4 (21.05%) QA
System Software
1 2 (10.53%) HDFS
Systems Management
1 7 (36.84%) Ansible
1 7 (36.84%) Opscode Chef
1 7 (36.84%) Puppet
Vendors
1 7 (36.84%) Red Hat
1 7 (36.84%) SaltStack