Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Apache Cassandra skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Cassandra over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Apache Cassandra
England > North West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 330 332 351
Rank change year-on-year +2 +19 +12
Permanent jobs citing Apache Cassandra 50 29 15
As % of all permanent IT jobs advertised in the North West 0.38% 0.23% 0.11%
As % of the Database & Business Intelligence category 1.17% 0.67% 0.33%
Number of salaries quoted 43 27 7
North West median annual salary £55,000 £47,500 £36,000
Median salary % change year-on-year +15.79% +31.94% -31.43%
10th Percentile £32,500 £38,750 £32,800
90th Percentile £83,500 £78,750 £61,750
England median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +4.17%

Apache Cassandra 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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 4279 4310 4479
As % of all permanent IT jobs advertised in the North West 32.29% 34.52% 34.30%
Number of salaries quoted 3625 3736 3851
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £61,250 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Apache Cassandra
Job Vacancy Trend in the North West

Job postings citing Apache Cassandra as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Apache Cassandra in the North West

Apache Cassandra
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Cassandra in the North West.

Salary trend for Apache Cassandra in the North West

Apache Cassandra
Salary Histogram in the North West

The salary distribution of IT jobs citing Apache Cassandra in the North West over the 6 months to 24 November 2017.

Salary histogram for Apache Cassandra in the North West

Apache Cassandra
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Cassandra within the North West region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +17 32 £60,000 -4.00% 5
Lancashire +5 13 £35,000 -22.22%
Cheshire -35 3 £50,000 -13.04% 1
Merseyside +21 2 - - 2
Apache Cassandra
England

For the 6 months to 24 November 2017, IT jobs citing Apache Cassandra 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 North West region with a requirement for Apache Cassandra.

1 39 (78.00%) Java
2 36 (72.00%) Hadoop
3 31 (62.00%) Agile Software Development
4 28 (56.00%) Amazon AWS
5 26 (52.00%) Spring
6 24 (48.00%) DevOps
6 24 (48.00%) Microservices
7 23 (46.00%) NoSQL
8 22 (44.00%) JavaScript
9 19 (38.00%) HTML
9 19 (38.00%) Groovy
10 18 (36.00%) RabbitMQ
10 18 (36.00%) MongoDB
11 17 (34.00%) MVC
11 17 (34.00%) SQL
12 15 (30.00%) CSS
12 15 (30.00%) Hibernate
12 15 (30.00%) Apache Camel
13 14 (28.00%) jQuery
14 13 (26.00%) Unit Testing
14 13 (26.00%) Web Development
14 13 (26.00%) Mentoring
15 12 (24.00%) Web Services
15 12 (24.00%) Python
16 11 (22.00%) OOP
16 11 (22.00%) OO
16 11 (22.00%) Scrum
16 11 (22.00%) Software Engineering
16 11 (22.00%) Microsoft Azure
16 11 (22.00%) Dependency Injection

Apache Cassandra
Co-occurring IT Skills in the North West 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 (18.00%) Apache Solr
2 8 (16.00%) Elasticsearch
2 8 (16.00%) Tomcat
3 5 (10.00%) Apache Pig
3 5 (10.00%) Apache Spark
4 3 (6.00%) SAS
5 1 (2.00%) Apache
5 1 (2.00%) JBoss
5 1 (2.00%) Jetty
5 1 (2.00%) Jupyter
5 1 (2.00%) Tornado
5 1 (2.00%) WebLogic
Applications
1 3 (6.00%) S-PLUS
1 3 (6.00%) SPSS
1 3 (6.00%) Stata
Cloud Services
1 28 (56.00%) Amazon AWS
2 11 (22.00%) Microsoft Azure
3 8 (16.00%) SaaS
4 4 (8.00%) Amazon SQS
4 4 (8.00%) AWS CloudFormation
4 4 (8.00%) Google Cloud Platform
5 1 (2.00%) Loggly
5 1 (2.00%) Sumo Logic
Communications & Networking
1 3 (6.00%) HTTP
2 1 (2.00%) AMQP
Database & Business Intelligence
1 36 (72.00%) Hadoop
2 23 (46.00%) NoSQL
3 18 (36.00%) MongoDB
4 11 (22.00%) Big Data
5 7 (14.00%) CouchDB
6 5 (10.00%) SQL Server
7 4 (8.00%) Data Mining
7 4 (8.00%) HBase
7 4 (8.00%) Redis
7 4 (8.00%) Relational Database
8 3 (6.00%) Apache Hive
8 3 (6.00%) RDBMS
9 2 (4.00%) Amazon Aurora
9 2 (4.00%) Amazon DynamoDB
9 2 (4.00%) MariaDB
9 2 (4.00%) MySQL
9 2 (4.00%) OLTP
9 2 (4.00%) Riak
9 2 (4.00%) SQL Server 2008
9 2 (4.00%) SQL Server 2014
Development Applications
1 8 (16.00%) Jenkins
2 7 (14.00%) Git (software)
3 5 (10.00%) Maven
4 3 (6.00%) JHipster
5 2 (4.00%) JMeter
5 2 (4.00%) Vagrant
6 1 (2.00%) Cucumber
6 1 (2.00%) EasyMock
6 1 (2.00%) FitNesse
6 1 (2.00%) Gatling
6 1 (2.00%) Grunt
6 1 (2.00%) JBehave
6 1 (2.00%) JUnit
6 1 (2.00%) LoadRunner
6 1 (2.00%) RSpec
6 1 (2.00%) Selenium
6 1 (2.00%) TeamCity
General
1 8 (16.00%) Retail
2 5 (10.00%) Banking
2 5 (10.00%) Finance
3 3 (6.00%) Automotive
3 3 (6.00%) Games
4 1 (2.00%) Aerospace
4 1 (2.00%) Investment Banking
4 1 (2.00%) Law
Job Titles
1 19 (38.00%) Developer
2 18 (36.00%) Java Developer
3 12 (24.00%) Java Engineer
4 11 (22.00%) Software Engineer
5 8 (16.00%) Java Software Engineer
6 7 (14.00%) Lead Software Engineer
7 5 (10.00%) Agile Developer
7 5 (10.00%) Agile Java Developer
7 5 (10.00%) Data Scientist
8 3 (6.00%) C# Software Engineer
8 3 (6.00%) DevOps Engineer
8 3 (6.00%) MongoDB Developer
8 3 (6.00%) NoSQL Developer
8 3 (6.00%) Senior C# Software Engineer
8 3 (6.00%) Senior Java Engineer
8 3 (6.00%) Senior Software Engineer
9 2 (4.00%) Data Manager
9 2 (4.00%) Senior DBA
9 2 (4.00%) SQL DBA
9 2 (4.00%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 26 (52.00%) Spring
2 19 (38.00%) HTML
3 18 (36.00%) RabbitMQ
4 15 (30.00%) Apache Camel
4 15 (30.00%) CSS
4 15 (30.00%) Hibernate
5 14 (28.00%) jQuery
6 12 (24.00%) Web Services
7 11 (22.00%) JAX-RS
8 7 (14.00%) Node.js
9 6 (12.00%) REST
10 5 (10.00%) .NET
10 5 (10.00%) AngularJS
10 5 (10.00%) HTML5
11 4 (8.00%) ActiveMQ
11 4 (8.00%) Akka
11 4 (8.00%) ASP.NET
11 4 (8.00%) ASP.NET MVC
11 4 (8.00%) ASP.NET Web API
11 4 (8.00%) RESTful
Miscellaneous
1 4 (8.00%) Greenfield Project
1 4 (8.00%) Mobile App
1 4 (8.00%) Online Banking
1 4 (8.00%) User Experience
2 3 (6.00%) Public Cloud
3 2 (4.00%) Analytical Skills
3 2 (4.00%) FlexPod
4 1 (2.00%) Algorithms
4 1 (2.00%) Analytical Mindset
4 1 (2.00%) Clustering
4 1 (2.00%) Cyberthreat
Operating Systems
1 3 (6.00%) Android
1 3 (6.00%) Apple iOS
1 3 (6.00%) Linux
2 1 (2.00%) CentOS
2 1 (2.00%) Fedora
Processes & Methodologies
1 31 (62.00%) Agile Software Development
2 24 (48.00%) DevOps
2 24 (48.00%) Microservices
3 17 (34.00%) MVC
4 13 (26.00%) Mentoring
4 13 (26.00%) Unit Testing
4 13 (26.00%) Web Development
5 11 (22.00%) Dependency Injection
5 11 (22.00%) OO
5 11 (22.00%) OOP
5 11 (22.00%) Scrum
5 11 (22.00%) Software Engineering
6 9 (18.00%) TDD
6 9 (18.00%) Test Automation
7 8 (16.00%) E-Commerce
7 8 (16.00%) Software Architecture
8 7 (14.00%) Analytics
8 7 (14.00%) Continuous Integration
8 7 (14.00%) Machine Learning
9 6 (12.00%) Data Analytics
Programming Languages
1 39 (78.00%) Java
2 22 (44.00%) JavaScript
3 19 (38.00%) Groovy
4 17 (34.00%) SQL
5 12 (24.00%) Python
6 9 (18.00%) Scala
7 6 (12.00%) Bash Shell
7 6 (12.00%) C#
7 6 (12.00%) Ruby
8 5 (10.00%) R
9 3 (6.00%) Apple Swift
9 3 (6.00%) Clojure
9 3 (6.00%) Kotlin
9 3 (6.00%) MATLAB
9 3 (6.00%) Objective-C
9 3 (6.00%) PowerShell
10 2 (4.00%) C++
10 2 (4.00%) T-SQL
11 1 (2.00%) Perl
11 1 (2.00%) PHP
Qualifications
1 3 (6.00%) PhD
2 2 (4.00%) Degree
2 2 (4.00%) Master's Degree
Quality Assurance & Compliance
1 3 (6.00%) GCP
System Software
1 5 (10.00%) Docker
Systems Management
1 8 (16.00%) Ansible
2 6 (12.00%) Opscode Chef
2 6 (12.00%) Puppet
3 2 (4.00%) Perfmon
4 1 (2.00%) Kibana
4 1 (2.00%) logstash
4 1 (2.00%) Nagios
4 1 (2.00%) Oozie
4 1 (2.00%) Prometheus
4 1 (2.00%) Salt
4 1 (2.00%) Terraform
4 1 (2.00%) ZABBIX
Vendors
1 4 (8.00%) Oracle
1 4 (8.00%) Splunk
2 3 (6.00%) Cloudera
2 3 (6.00%) Xamarin
3 2 (4.00%) Microsoft
4 1 (2.00%) Google
4 1 (2.00%) New Relic
4 1 (2.00%) Rackspace
4 1 (2.00%) SaltStack