Period
to 23 January 2019

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 23 January 2019 with a comparison to the same period in the previous 2 years.

Apache Cassandra
England > North West
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 266 318 326
Rank change year-on-year +52 +8 +1
Permanent jobs citing Apache Cassandra 78 51 38
As % of all permanent IT jobs advertised in the North West 0.74% 0.40% 0.31%
As % of the Database & Business Intelligence category 2.48% 1.23% 0.88%
Number of salaries quoted 69 41 35
North West median annual salary £53,500 £55,000 £45,000
Median salary % change year-on-year -2.73% +22.22% -
10th Percentile £32,500 £32,500 £36,500
90th Percentile £80,000 £85,000 £77,250
England median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% -

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 3,147 4,152 4,320
As % of all permanent IT jobs advertised in the North West 29.70% 32.48% 35.29%
Number of salaries quoted 2,703 3,482 3,771
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £70,000 £62,500 £59,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +2.70%

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 23 January 2019.

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 23 January 2019. 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 +26 64 £55,000 - 9
Lancashire +13 10 £35,000 -
Cheshire +33 4 £53,500 -2.73%
Apache Cassandra
England

For the 6 months to 23 January 2019, IT jobs citing Apache Cassandra 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 North West region with a requirement for Apache Cassandra.

1 63 (80.77%) Java
2 43 (55.13%) Spring
3 39 (50.00%) Software Engineering
4 38 (48.72%) Hadoop
5 35 (44.87%) DevOps
6 34 (43.59%) MongoDB
7 33 (42.31%) Open Source
7 33 (42.31%) PostgreSQL
8 28 (35.90%) Amazon AWS
8 28 (35.90%) Agile Software Development
9 27 (34.62%) Microservices
9 27 (34.62%) Java 8
10 26 (33.33%) NoSQL
10 26 (33.33%) SQL
11 24 (30.77%) Maven
11 24 (30.77%) Docker
11 24 (30.77%) Gradle
11 24 (30.77%) Spring Boot
12 23 (29.49%) Puppet
12 23 (29.49%) Node.js
13 21 (26.92%) JavaScript
14 20 (25.64%) AngularJS
15 19 (24.36%) OOP
15 19 (24.36%) Apache Solr
16 18 (23.08%) Mentoring
17 17 (21.79%) Big Data
17 17 (21.79%) Mockito
17 17 (21.79%) Linux
17 17 (21.79%) Ant
17 17 (21.79%) JUnit

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 19 (24.36%) Apache Solr
2 14 (17.95%) Elasticsearch
3 8 (10.26%) Apache Spark
4 5 (6.41%) Apache
4 5 (6.41%) WildFly
5 4 (5.13%) Apache Pig
6 2 (2.56%) SAS
7 1 (1.28%) Cloud Foundry
7 1 (1.28%) CloudStack
7 1 (1.28%) IIS
7 1 (1.28%) nginx
7 1 (1.28%) OpenStack
Applications
1 2 (2.56%) S-PLUS
1 2 (2.56%) SPSS
1 2 (2.56%) Stata
Cloud Services
1 28 (35.90%) Amazon AWS
2 15 (19.23%) AWS CloudFormation
3 9 (11.54%) SaaS
4 5 (6.41%) Cloud Computing
5 3 (3.85%) Google Cloud Platform
6 1 (1.28%) Amazon EC2
6 1 (1.28%) Amazon S3
6 1 (1.28%) Microsoft Azure
6 1 (1.28%) OpenShift
Communications & Networking
1 6 (7.69%) DNS
1 6 (7.69%) Internet
1 6 (7.69%) SSL
2 3 (3.85%) Firewall
3 1 (1.28%) Asterisk PBX
3 1 (1.28%) TCP/IP
3 1 (1.28%) VLAN
Database & Business Intelligence
1 38 (48.72%) Hadoop
2 34 (43.59%) MongoDB
3 33 (42.31%) PostgreSQL
4 26 (33.33%) NoSQL
5 17 (21.79%) Big Data
6 15 (19.23%) Relational Database
7 13 (16.67%) HBase
8 12 (15.38%) Apache Hive
9 11 (14.10%) MySQL
10 8 (10.26%) MariaDB
10 8 (10.26%) SQL Server
11 7 (8.97%) Amazon DynamoDB
11 7 (8.97%) Neo4j
12 4 (5.13%) Data Lake
12 4 (5.13%) Data Mining
12 4 (5.13%) DB2
12 4 (5.13%) RDBMS
13 2 (2.56%) Amazon RDS
14 1 (1.28%) Amazon Redshift
14 1 (1.28%) Redis
Development Applications
1 24 (30.77%) Gradle
1 24 (30.77%) Maven
2 17 (21.79%) Ant
2 17 (21.79%) JUnit
2 17 (21.79%) Mockito
3 15 (19.23%) Git (software)
3 15 (19.23%) gulp
3 15 (19.23%) Jenkins
4 6 (7.69%) Grunt
5 5 (6.41%) IntelliJ
6 4 (5.13%) Atlassian Bamboo
6 4 (5.13%) EasyMock
7 3 (3.85%) Bitbucket
8 2 (2.56%) Cucumber
8 2 (2.56%) JIRA
8 2 (2.56%) JMeter
8 2 (2.56%) LoadRunner
8 2 (2.56%) Redmine
8 2 (2.56%) Selenium
8 2 (2.56%) WATIR
General
1 16 (20.51%) Finance
2 15 (19.23%) Marketing
3 4 (5.13%) Banking
4 3 (3.85%) Retail
5 1 (1.28%) Telecoms
Job Titles
1 29 (37.18%) Java Engineer
2 20 (25.64%) Software Engineer
3 11 (14.10%) Data Engineer
3 11 (14.10%) Java Software Engineer
4 10 (12.82%) AWS Engineer
5 7 (8.97%) Administrator
5 7 (8.97%) Data Administrator
5 7 (8.97%) Database Engineer
5 7 (8.97%) DBA
5 7 (8.97%) DevOps Engineer
5 7 (8.97%) Linux Engineer
6 6 (7.69%) Developer
7 5 (6.41%) Automation Engineer
8 4 (5.13%) AWS DevOps
8 4 (5.13%) AWS DevOps Engineer
8 4 (5.13%) Big Data Engineer
8 4 (5.13%) Hadoop Engineer
8 4 (5.13%) Lead DevOps
8 4 (5.13%) Lead DevOps Engineer
8 4 (5.13%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 43 (55.13%) Spring
2 24 (30.77%) Spring Boot
3 23 (29.49%) Node.js
4 20 (25.64%) AngularJS
5 17 (21.79%) Web Services
6 16 (20.51%) RESTful
7 15 (19.23%) JAX-RS
8 11 (14.10%) Kafka
8 11 (14.10%) RabbitMQ
8 11 (14.10%) React
9 10 (12.82%) Apache Camel
10 8 (10.26%) Sass
11 6 (7.69%) Ember.js
11 6 (7.69%) J2EE
12 5 (6.41%) Grails
12 5 (6.41%) Ruby on Rails
13 4 (5.13%) CSS
13 4 (5.13%) Hibernate
13 4 (5.13%) HTML
13 4 (5.13%) jQuery
Miscellaneous
1 14 (17.95%) Cloud Native
2 7 (8.97%) Self-Motivation
3 5 (6.41%) Fintech
3 5 (6.41%) Greenfield Project
3 5 (6.41%) User Experience
4 2 (2.56%) Algorithms
5 1 (1.28%) Data Centre
5 1 (1.28%) Private Cloud
Operating Systems
1 17 (21.79%) Linux
2 5 (6.41%) Ubuntu
3 1 (1.28%) CentOS
3 1 (1.28%) DC/OS
3 1 (1.28%) Mac OS
3 1 (1.28%) Unix
3 1 (1.28%) Windows
Processes & Methodologies
1 39 (50.00%) Software Engineering
2 35 (44.87%) DevOps
3 33 (42.31%) Open Source
4 28 (35.90%) Agile Software Development
5 27 (34.62%) Microservices
6 19 (24.36%) OOP
7 18 (23.08%) Mentoring
8 14 (17.95%) Test Automation
9 12 (15.38%) CQRS
9 12 (15.38%) MVC
10 11 (14.10%) Digital Marketing
11 10 (12.82%) SDLC
11 10 (12.82%) Unit Testing
11 10 (12.82%) Web Development
12 9 (11.54%) Scrum
13 8 (10.26%) Continuous Integration
14 7 (8.97%) Configuration Management
14 7 (8.97%) Load Testing
14 7 (8.97%) OO
14 7 (8.97%) Software Architecture
Programming Languages
1 63 (80.77%) Java
2 27 (34.62%) Java 8
3 26 (33.33%) SQL
4 21 (26.92%) JavaScript
5 15 (19.23%) Groovy
6 13 (16.67%) Python
7 10 (12.82%) Bash Shell
8 9 (11.54%) Scala
9 8 (10.26%) Ruby
10 5 (6.41%) TypeScript
11 4 (5.13%) R
11 4 (5.13%) Shell Script
12 2 (2.56%) C++
12 2 (2.56%) MATLAB
Qualifications
1 6 (7.69%) AWS Certification
2 4 (5.13%) Degree
2 4 (5.13%) PhD
2 4 (5.13%) Security Cleared
3 3 (3.85%) DV Cleared
4 2 (2.56%) Master's Degree
Quality Assurance & Compliance
1 2 (2.56%) QA
System Software
1 24 (30.77%) Docker
2 5 (6.41%) HDFS
3 4 (5.13%) Apache ZooKeeper
4 1 (1.28%) KVM
4 1 (1.28%) pfSense
4 1 (1.28%) Varnish
Systems Management
1 23 (29.49%) Puppet
2 9 (11.54%) Opscode Chef
3 8 (10.26%) Kubernetes
4 4 (5.13%) Cobbler
5 3 (3.85%) Ansible
6 1 (1.28%) Graphite
6 1 (1.28%) Graylog
6 1 (1.28%) HAProxy
6 1 (1.28%) logstash
6 1 (1.28%) Mesos
6 1 (1.28%) Salt
6 1 (1.28%) ZABBIX
Vendors
1 11 (14.10%) Oracle
2 4 (5.13%) Cloudera
2 4 (5.13%) Hortonworks
2 4 (5.13%) MapR
2 4 (5.13%) Splunk
2 4 (5.13%) Teradata
3 2 (2.56%) Google
4 1 (1.28%) Cisco
4 1 (1.28%) Polycom
4 1 (1.28%) SaltStack