Period
to 11 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Coventry with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 11 December 2017 with a comparison to the same period in the previous 2 years.

Apache Spark
West Midlands > Coventry
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 99 - 104
Rank change year-on-year - +104 -3
Permanent jobs citing Apache Spark 2 0 2
As % of all permanent IT jobs advertised in Coventry 0.15% - 0.14%
As % of the Application Platforms category 0.99% - 0.77%
Number of salaries quoted 2 0 2
Coventry median annual salary £51,250 - £82,500
10th Percentile £31,125 - £81,250
90th Percentile £70,375 - £83,750
West Midlands median annual salary £42,500 £65,000 £65,000
% change year-on-year -34.62% - +30.00%

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Coventry with a requirement for application platform skills.

All Application Platform Skills
Coventry
Permanent vacancies with a requirement for application platform skills 203 214 261
As % of all permanent IT jobs advertised in Coventry 15.22% 15.76% 18.35%
Number of salaries quoted 155 157 194
Coventry median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £26,250 £24,100 £28,500
90th Percentile £60,000 £55,000 £57,000
West Midlands median annual salary £39,000 £37,500 £37,500
% change year-on-year +4.00% - -

Apache Spark
Job Vacancy Trend in Coventry

Job postings citing Apache Spark as a percentage of all IT jobs advertised in Coventry.

Job vacancy trend for Apache Spark in Coventry

Apache Spark
Salary Trend in Coventry

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Spark in Coventry.

Salary trend for Apache Spark in Coventry

Apache Spark
Salary Histogram in Coventry

The salary distribution of IT jobs citing Apache Spark in Coventry over the 6 months to 11 December 2017.

Salary histogram for Apache Spark in Coventry

For the 6 months to 11 December 2017, IT jobs citing Apache Spark 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 Coventry region with a requirement for Apache Spark.

1 2 (100.00%) Java
1 2 (100.00%) Oracle
1 2 (100.00%) SQL Server
1 2 (100.00%) Web Services
1 2 (100.00%) Eclipse
1 2 (100.00%) Waterfall
1 2 (100.00%) Agile Software Development
1 2 (100.00%) Apache
1 2 (100.00%) Python
1 2 (100.00%) Hadoop
2 1 (50.00%) Visualisation
2 1 (50.00%) Microsoft Azure
2 1 (50.00%) Amazon AWS
2 1 (50.00%) XHTML
2 1 (50.00%) Microsoft Excel
2 1 (50.00%) CRM
2 1 (50.00%) SharePoint
2 1 (50.00%) ETL
2 1 (50.00%) Ajax
2 1 (50.00%) Microsoft PowerPoint
2 1 (50.00%) Dynamics CRM
2 1 (50.00%) WebSphere
2 1 (50.00%) Web Development
2 1 (50.00%) .NET Framework
2 1 (50.00%) Java EE
2 1 (50.00%) XPath
2 1 (50.00%) JSON
2 1 (50.00%) JIRA
2 1 (50.00%) Load Balancing
2 1 (50.00%) Human Factors

Apache Spark
Co-occurring IT Skills in Coventry 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 2 (100.00%) Apache
2 1 (50.00%) Apache Pig
2 1 (50.00%) JBoss
2 1 (50.00%) SharePoint
2 1 (50.00%) WebLogic
2 1 (50.00%) WebSphere
2 1 (50.00%) WordPress
Applications
1 1 (50.00%) Microsoft Excel
1 1 (50.00%) Microsoft Office
1 1 (50.00%) Microsoft PowerPoint
Business Applications
1 1 (50.00%) Dynamics CRM
Cloud Services
1 1 (50.00%) Amazon AWS
1 1 (50.00%) Bluemix
1 1 (50.00%) IBM Cloud
1 1 (50.00%) Microsoft Azure
Database & Business Intelligence
1 2 (100.00%) Hadoop
1 2 (100.00%) SQL Server
2 1 (50.00%) Apache Hive
2 1 (50.00%) Big Data
2 1 (50.00%) MariaDB
2 1 (50.00%) MongoDB
2 1 (50.00%) MySQL
2 1 (50.00%) Oracle Database
2 1 (50.00%) Relational Database
2 1 (50.00%) Spark SQL
Development Applications
1 2 (100.00%) Eclipse
2 1 (50.00%) Cucumber
2 1 (50.00%) gulp
2 1 (50.00%) Jenkins
2 1 (50.00%) JIRA
2 1 (50.00%) Selenium
2 1 (50.00%) Vagrant
2 1 (50.00%) Visual Studio
2 1 (50.00%) webpack
Job Titles
1 1 (50.00%) Developer
1 1 (50.00%) Development Manager
1 1 (50.00%) Java Development Manager
1 1 (50.00%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (100.00%) Web Services
2 1 (50.00%) .NET
2 1 (50.00%) .NET Framework
2 1 (50.00%) Ajax
2 1 (50.00%) ASP.NET
2 1 (50.00%) CSS
2 1 (50.00%) Ember.js
2 1 (50.00%) HTML
2 1 (50.00%) IBM Integration Bus
2 1 (50.00%) J2EE
2 1 (50.00%) Java EE
2 1 (50.00%) jQuery
2 1 (50.00%) JSON
2 1 (50.00%) LAMP
2 1 (50.00%) React
2 1 (50.00%) SOAP
2 1 (50.00%) XHTML
2 1 (50.00%) XML
2 1 (50.00%) XSL
2 1 (50.00%) XSLT
Operating Systems
1 1 (50.00%) Linux
Processes & Methodologies
1 2 (100.00%) Agile Software Development
1 2 (100.00%) Waterfall
2 1 (50.00%) Analytics
2 1 (50.00%) Big Data Analytics
2 1 (50.00%) Coaching
2 1 (50.00%) Continuous Integration
2 1 (50.00%) CRM
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Integration
2 1 (50.00%) Data Visualisation
2 1 (50.00%) DevOps
2 1 (50.00%) ETL
2 1 (50.00%) Human Factors
2 1 (50.00%) ITIL
2 1 (50.00%) Load Balancing
2 1 (50.00%) Machine Learning
2 1 (50.00%) Microservices
2 1 (50.00%) Service Management
2 1 (50.00%) Visualisation
2 1 (50.00%) Web Development
Programming Languages
1 2 (100.00%) Java
1 2 (100.00%) Python
2 1 (50.00%) C
2 1 (50.00%) C#
2 1 (50.00%) C++
2 1 (50.00%) ES6
2 1 (50.00%) JavaScript
2 1 (50.00%) MATLAB
2 1 (50.00%) PHP
2 1 (50.00%) SQL
2 1 (50.00%) VB
2 1 (50.00%) VB.NET
2 1 (50.00%) XPath
Qualifications
1 1 (50.00%) SC Cleared
1 1 (50.00%) Security Cleared
System Software
1 1 (50.00%) Docker
Systems Management
1 1 (50.00%) Ansible
1 1 (50.00%) Mesos
1 1 (50.00%) Opscode Chef
1 1 (50.00%) Puppet
Vendors
1 2 (100.00%) Oracle
2 1 (50.00%) Black Duck
2 1 (50.00%) IBM
2 1 (50.00%) Microsoft
2 1 (50.00%) MuleSoft
2 1 (50.00%) SAP
2 1 (50.00%) TIBCO
2 1 (50.00%) Veracode
2 1 (50.00%) WSO2