Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Apache Spark
West Midlands > Coventry
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 108 - 107
Rank change year-on-year - +107 0
Permanent jobs citing Apache Spark 3 0 2
As % of all permanent IT jobs advertised in Coventry 0.22% - 0.14%
As % of the Application Platforms category 1.20% - 0.67%
Number of salaries quoted 3 0 2
Coventry median annual salary £44,000 - £82,500
10th Percentile £29,400 - £81,250
90th Percentile £67,200 - £83,750
West Midlands median annual salary £52,500 £60,000 £57,500
% change year-on-year -12.50% +4.35% +15.00%

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 249 194 298
As % of all permanent IT jobs advertised in Coventry 18.44% 15.82% 21.26%
Number of salaries quoted 192 136 204
Coventry median annual salary £47,500 £41,500 £40,000
Median salary % change year-on-year +14.46% +3.75% -
10th Percentile £29,000 £25,125 £26,000
90th Percentile £60,000 £60,000 £57,500
West Midlands median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% +2.56%

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 24 February 2018.

Salary histogram for Apache Spark in Coventry

For the 6 months to 24 February 2018, IT jobs citing Apache Spark also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Coventry region with a requirement for Apache Spark.

1 3 (100.00%) Hadoop
1 3 (100.00%) Analytics
1 3 (100.00%) Big Data
1 3 (100.00%) Java
2 2 (66.67%) Python
2 2 (66.67%) ETL
2 2 (66.67%) SQL
2 2 (66.67%) MySQL
2 2 (66.67%) Oracle
2 2 (66.67%) Agile Software Development
3 1 (33.33%) TDD
3 1 (33.33%) Retail
3 1 (33.33%) Spring
3 1 (33.33%) Software Engineering
3 1 (33.33%) Ajax
3 1 (33.33%) Microsoft PowerPoint
3 1 (33.33%) Dynamics CRM
3 1 (33.33%) Web Development
3 1 (33.33%) .NET Framework
3 1 (33.33%) Java EE
3 1 (33.33%) XPath
3 1 (33.33%) Degree
3 1 (33.33%) JSON
3 1 (33.33%) Mathematics
3 1 (33.33%) Human Factors
3 1 (33.33%) jQuery
3 1 (33.33%) Unit Testing
3 1 (33.33%) Continuous Integration
3 1 (33.33%) Kanban
3 1 (33.33%) Data Integration

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 1 (33.33%) Apache
1 1 (33.33%) JBoss
1 1 (33.33%) Oracle SOA Suite
1 1 (33.33%) SharePoint
1 1 (33.33%) WildFly
1 1 (33.33%) WordPress
Applications
1 1 (33.33%) Microsoft Excel
1 1 (33.33%) Microsoft Office
1 1 (33.33%) Microsoft PowerPoint
Business Applications
1 1 (33.33%) Dynamics CRM
Database & Business Intelligence
1 3 (100.00%) Big Data
1 3 (100.00%) Hadoop
2 2 (66.67%) MySQL
3 1 (33.33%) Apache Cassandra
3 1 (33.33%) Data Lake
3 1 (33.33%) MongoDB
3 1 (33.33%) NoSQL
3 1 (33.33%) PostgreSQL
3 1 (33.33%) Relational Database
3 1 (33.33%) Spark SQL
3 1 (33.33%) SQL Server
Development Applications
1 1 (33.33%) Eclipse
1 1 (33.33%) JBehave
1 1 (33.33%) Mockito
1 1 (33.33%) Visual Studio
General
1 1 (33.33%) Retail
Job Titles
1 2 (66.67%) Developer
2 1 (33.33%) Big Data Engineer
2 1 (33.33%) Data Engineer
2 1 (33.33%) Hadoop Engineer
2 1 (33.33%) Senior Developer
2 1 (33.33%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) .NET
1 1 (33.33%) .NET Framework
1 1 (33.33%) Ajax
1 1 (33.33%) ASP.NET
1 1 (33.33%) CSS
1 1 (33.33%) Hibernate
1 1 (33.33%) HTML
1 1 (33.33%) Java EE
1 1 (33.33%) jQuery
1 1 (33.33%) JSON
1 1 (33.33%) OAuth
1 1 (33.33%) RESTful
1 1 (33.33%) SOAP
1 1 (33.33%) Spring
1 1 (33.33%) Twitter Bootstrap
1 1 (33.33%) Web Services
1 1 (33.33%) XHTML
1 1 (33.33%) XML
1 1 (33.33%) XSL
1 1 (33.33%) XSLT
Miscellaneous
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Mobile App
Operating Systems
1 1 (33.33%) Android
1 1 (33.33%) Apple iOS
Processes & Methodologies
1 3 (100.00%) Analytics
2 2 (66.67%) Agile Software Development
2 2 (66.67%) ETL
3 1 (33.33%) BDD
3 1 (33.33%) Big Data Analytics
3 1 (33.33%) Continuous Integration
3 1 (33.33%) Data Analytics
3 1 (33.33%) Data Integration
3 1 (33.33%) Data Visualisation
3 1 (33.33%) Functional Testing
3 1 (33.33%) Human Factors
3 1 (33.33%) Kanban
3 1 (33.33%) MapReduce
3 1 (33.33%) Mathematics
3 1 (33.33%) Software Engineering
3 1 (33.33%) TDD
3 1 (33.33%) Unit Testing
3 1 (33.33%) Visualisation
3 1 (33.33%) Waterfall
3 1 (33.33%) Web Development
Programming Languages
1 3 (100.00%) Java
2 2 (66.67%) Python
2 2 (66.67%) SQL
3 1 (33.33%) C
3 1 (33.33%) C#
3 1 (33.33%) C++
3 1 (33.33%) JavaScript
3 1 (33.33%) MATLAB
3 1 (33.33%) PHP
3 1 (33.33%) Scala
3 1 (33.33%) VB
3 1 (33.33%) VB.NET
3 1 (33.33%) XPath
Qualifications
1 1 (33.33%) Degree
System Software
1 1 (33.33%) Docker
Systems Management
1 1 (33.33%) Marathon
Vendors
1 2 (66.67%) Oracle
2 1 (33.33%) Cloudera
2 1 (33.33%) Microsoft