Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warwick 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Warwickshire > Warwick
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 57 58 29
Rank change year-on-year +1 -29 +32
Permanent jobs citing Big Data 6 16 47
As % of all permanent IT jobs advertised in Warwick 1.86% 3.79% 9.71%
As % of the Database & Business Intelligence category 4.65% 10.39% 24.10%
Number of salaries quoted 6 3 47
Warwick median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% -20.00%
10th Percentile £26,125 £33,750 £30,000
90th Percentile £50,250 £46,250 £82,500
Warwickshire median annual salary £30,000 £38,750 £37,500
% change year-on-year -22.58% +3.33% -31.82%

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 Warwick with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Warwick
Permanent vacancies with a requirement for database or business intelligence skills 129 154 195
As % of all permanent IT jobs advertised in Warwick 39.94% 36.49% 40.29%
Number of salaries quoted 125 84 179
Warwick median annual salary £40,000 £37,500 £45,000
Median salary % change year-on-year +6.67% -16.67% +12.50%
10th Percentile £29,000 £28,500 £24,500
90th Percentile £58,250 £62,125 £55,000
Warwickshire median annual salary £35,000 £37,500 £37,500
% change year-on-year -6.67% - -

Big Data
Job Vacancy Trend in Warwick

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

Job vacancy trend for Big Data in Warwick

Big Data
Salary Trend in Warwick

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

Salary trend for Big Data in Warwick

Big Data
Salary Histogram in Warwick

The salary distribution of IT jobs citing Big Data in Warwick over the 6 months to 20 November 2017.

Salary histogram for Big Data in Warwick

For the 6 months to 20 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 Warwick region with a requirement for Big Data.

1 6 (100.00%) SQL
1 6 (100.00%) Analytics
1 6 (100.00%) NoSQL
1 6 (100.00%) MongoDB
2 3 (50.00%) Apache Cassandra
2 3 (50.00%) Agile Software Development
2 3 (50.00%) TDD
2 3 (50.00%) Spring
2 3 (50.00%) Software Engineering
2 3 (50.00%) Apple iOS
2 3 (50.00%) Hudson
2 3 (50.00%) Node.js
2 3 (50.00%) Oracle SOA Suite
2 3 (50.00%) Functional Testing
2 3 (50.00%) JAX-RS
2 3 (50.00%) LESS
2 3 (50.00%) AngularJS
2 3 (50.00%) IaaS
2 3 (50.00%) Jenkins
2 3 (50.00%) Mobile App
2 3 (50.00%) RESTEasy
2 3 (50.00%) HornetQ
2 3 (50.00%) Docker
2 3 (50.00%) User Experience
2 3 (50.00%) Apache Spark
2 3 (50.00%) WildFly
2 3 (50.00%) Software Delivery
2 3 (50.00%) Spring Boot
2 3 (50.00%) Bluemix
2 3 (50.00%) WireMock

Big Data
Co-occurring IT Skills in Warwick 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 3 (50.00%) Apache Spark
1 3 (50.00%) GlassFish
1 3 (50.00%) JBoss
1 3 (50.00%) Oracle SOA Suite
1 3 (50.00%) WildFly
Cloud Services
1 3 (50.00%) Amazon AWS
1 3 (50.00%) Bluemix
1 3 (50.00%) IaaS
1 3 (50.00%) IBM Cloud
1 3 (50.00%) Microsoft Azure
1 3 (50.00%) PaaS
Database & Business Intelligence
1 6 (100.00%) MongoDB
1 6 (100.00%) NoSQL
2 3 (50.00%) Apache Cassandra
2 3 (50.00%) CouchDB
2 3 (50.00%) Hadoop
2 3 (50.00%) MySQL
2 3 (50.00%) PostgreSQL
2 3 (50.00%) SQL Server
2 3 (50.00%) SQL Server 2008
Development Applications
1 3 (50.00%) Hudson
1 3 (50.00%) JBehave
1 3 (50.00%) Jenkins
1 3 (50.00%) JSUnit
1 3 (50.00%) JUnit
Job Titles
1 6 (100.00%) Developer
2 3 (50.00%) Developer/Software Engineer
2 3 (50.00%) Digital Developer
2 3 (50.00%) Node.js Developer
2 3 (50.00%) Senior Developer
2 3 (50.00%) Senior Software Developer
2 3 (50.00%) Senior Software Engineer
2 3 (50.00%) Software Developer
2 3 (50.00%) Software Engineer
3 1 (16.67%) .NET Developer
3 1 (16.67%) Junior
3 1 (16.67%) Junior Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) .NET
1 3 (50.00%) AngularJS
1 3 (50.00%) CSS
1 3 (50.00%) Hibernate
1 3 (50.00%) HornetQ
1 3 (50.00%) Java EE
1 3 (50.00%) JAX-RS
1 3 (50.00%) JMS
1 3 (50.00%) LESS
1 3 (50.00%) Node.js
1 3 (50.00%) RESTEasy
1 3 (50.00%) RESTful
1 3 (50.00%) Spring
1 3 (50.00%) Spring Boot
1 3 (50.00%) WireMock
2 1 (16.67%) .NET Framework
Miscellaneous
1 3 (50.00%) Mobile App
1 3 (50.00%) User Experience
Operating Systems
1 3 (50.00%) Android
1 3 (50.00%) Apple iOS
Processes & Methodologies
1 6 (100.00%) Analytics
2 3 (50.00%) Agile Software Development
2 3 (50.00%) Continuous Integration
2 3 (50.00%) Dependency Injection
2 3 (50.00%) DSDM
2 3 (50.00%) Functional Testing
2 3 (50.00%) Kanban
2 3 (50.00%) Mathematics
2 3 (50.00%) Personalization
2 3 (50.00%) Predictive Analytics
2 3 (50.00%) Scrum
2 3 (50.00%) SOA
2 3 (50.00%) Software Delivery
2 3 (50.00%) Software Engineering
2 3 (50.00%) TDD
2 3 (50.00%) Unit Testing
Programming Languages
1 6 (100.00%) SQL
2 3 (50.00%) C#
2 3 (50.00%) Java
2 3 (50.00%) JavaScript
2 3 (50.00%) Scala
Qualifications
1 3 (50.00%) Degree
System Software
1 3 (50.00%) Docker
Vendors
1 3 (50.00%) IBM
1 3 (50.00%) Microsoft
1 3 (50.00%) Oracle