Period
to 17 November 2018

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 17 November 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
England > North West
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 272 329 343
Rank change year-on-year +57 +14 +4
Permanent jobs citing Apache Cassandra 89 48 31
As % of all permanent IT jobs advertised in the North West 0.76% 0.36% 0.25%
As % of the Database & Business Intelligence category 2.57% 1.12% 0.72%
Number of salaries quoted 81 42 29
North West median annual salary £55,000 £52,500 £47,500
Median salary % change year-on-year +4.76% +10.53% -
10th Percentile £32,500 £32,500 £38,750
90th Percentile £72,500 £84,250 £78,750
England median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% -

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 3,465 4,272 4,298
As % of all permanent IT jobs advertised in the North West 29.77% 32.31% 34.45%
Number of salaries quoted 3,002 3,624 3,722
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,525 £27,500 £26,250
90th Percentile £68,750 £61,250 £58,750
England median annual salary £51,250 £50,000 £47,500
% change year-on-year +2.50% +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 17 November 2018.

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 17 November 2018. 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 +56 74 £55,000 -10.20% 12
Lancashire +12 10 £35,000 - 2
Cheshire +26 5 £53,500 +7.00%
Apache Cassandra
England

For the 6 months to 17 November 2018, 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 75 (84.27%) Java
2 51 (57.30%) DevOps
3 49 (55.06%) Spring
4 46 (51.69%) Hadoop
4 46 (51.69%) Amazon AWS
5 42 (47.19%) Microservices
6 40 (44.94%) Software Engineering
7 39 (43.82%) MongoDB
8 36 (40.45%) Puppet
8 36 (40.45%) Open Source
9 32 (35.96%) Apache Solr
10 31 (34.83%) NoSQL
10 31 (34.83%) Agile Software Development
10 31 (34.83%) SQL
11 30 (33.71%) OOP
11 30 (33.71%) PostgreSQL
11 30 (33.71%) AngularJS
12 29 (32.58%) Java 8
13 28 (31.46%) Web Services
13 28 (31.46%) JavaScript
14 26 (29.21%) JAX-RS
14 26 (29.21%) Mentoring
14 26 (29.21%) Spring Boot
15 25 (28.09%) AWS CloudFormation
16 24 (26.97%) Node.js
16 24 (26.97%) RESTful
16 24 (26.97%) Scrum
17 23 (25.84%) Test Automation
17 23 (25.84%) Docker
17 23 (25.84%) gulp

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 32 (35.96%) Apache Solr
2 15 (16.85%) Elasticsearch
3 6 (6.74%) Apache Spark
4 3 (3.37%) WildFly
5 2 (2.25%) Apache
5 2 (2.25%) Apache Pig
6 1 (1.12%) SAS
Cloud Services
1 46 (51.69%) Amazon AWS
2 25 (28.09%) AWS CloudFormation
3 19 (21.35%) SaaS
4 4 (4.49%) Google Cloud Platform
5 3 (3.37%) Cloud Computing
6 1 (1.12%) Amazon EC2
6 1 (1.12%) Amazon S3
6 1 (1.12%) Amazon SQS
6 1 (1.12%) Microsoft Azure
6 1 (1.12%) OpenShift
Communications & Networking
1 9 (10.11%) DNS
1 9 (10.11%) Internet
1 9 (10.11%) SSL
2 2 (2.25%) Firewall
3 1 (1.12%) Asterisk PBX
3 1 (1.12%) HTTP
Database & Business Intelligence
1 46 (51.69%) Hadoop
2 39 (43.82%) MongoDB
3 31 (34.83%) NoSQL
4 30 (33.71%) PostgreSQL
5 12 (13.48%) Big Data
6 10 (11.24%) MySQL
7 9 (10.11%) HBase
7 9 (10.11%) Neo4j
7 9 (10.11%) Relational Database
8 8 (8.99%) Apache Hive
8 8 (8.99%) SQL Server
9 6 (6.74%) Amazon RDS
9 6 (6.74%) MariaDB
10 4 (4.49%) Data Lake
10 4 (4.49%) DB2
11 3 (3.37%) Amazon DynamoDB
12 2 (2.25%) Data Mining
12 2 (2.25%) RDBMS
13 1 (1.12%) Amazon Redshift
13 1 (1.12%) Oracle Database
Development Applications
1 23 (25.84%) gulp
2 20 (22.47%) Gradle
2 20 (22.47%) Maven
3 17 (19.10%) Ant
3 17 (19.10%) Git (software)
3 17 (19.10%) JUnit
3 17 (19.10%) Mockito
4 11 (12.36%) Jenkins
5 6 (6.74%) Grunt
6 4 (4.49%) Cucumber
6 4 (4.49%) JIRA
6 4 (4.49%) JMeter
6 4 (4.49%) LoadRunner
6 4 (4.49%) Redmine
6 4 (4.49%) Selenium
6 4 (4.49%) WATIR
7 3 (3.37%) IntelliJ
8 2 (2.25%) Atlassian Bamboo
8 2 (2.25%) Bitbucket
8 2 (2.25%) EasyMock
General
1 19 (21.35%) Marketing
2 16 (17.98%) Finance
3 9 (10.11%) Retail
4 8 (8.99%) Banking
5 1 (1.12%) Advertising
5 1 (1.12%) Telecoms
5 1 (1.12%) Thai Language
Job Titles
1 33 (37.08%) Java Engineer
2 21 (23.60%) Software Engineer
3 15 (16.85%) Java Software Engineer
4 14 (15.73%) AWS Engineer
5 12 (13.48%) Developer
6 10 (11.24%) DevOps Engineer
6 10 (11.24%) Linux Engineer
7 8 (8.99%) Automation Engineer
8 7 (7.87%) AWS DevOps
8 7 (7.87%) AWS DevOps Engineer
8 7 (7.87%) Data Engineer
8 7 (7.87%) Linux DevOps Engineer
8 7 (7.87%) Linux/Unix DevOps
9 6 (6.74%) Java Developer
10 5 (5.62%) Lead Software Engineer
10 5 (5.62%) Senior Linux Engineer
11 4 (4.49%) Big Data Engineer
11 4 (4.49%) Lead Developer
11 4 (4.49%) SQL Developer
11 4 (4.49%) Technical Leader
Libraries, Frameworks & Software Standards
1 49 (55.06%) Spring
2 30 (33.71%) AngularJS
3 28 (31.46%) Web Services
4 26 (29.21%) JAX-RS
4 26 (29.21%) Spring Boot
5 24 (26.97%) Node.js
5 24 (26.97%) RESTful
6 13 (14.61%) React
7 12 (13.48%) RabbitMQ
8 10 (11.24%) Apache Camel
8 10 (11.24%) Kafka
8 10 (11.24%) Sass
9 9 (10.11%) J2EE
10 7 (7.87%) HTML
11 6 (6.74%) CSS
11 6 (6.74%) Ember.js
12 5 (5.62%) Hibernate
12 5 (5.62%) jQuery
13 4 (4.49%) JSON
13 4 (4.49%) XML
Miscellaneous
1 22 (24.72%) Cloud Native
2 4 (4.49%) User Experience
3 3 (3.37%) Fintech
3 3 (3.37%) Greenfield Project
3 3 (3.37%) Self-Motivation
4 2 (2.25%) Algorithms
5 1 (1.12%) Online Banking
Operating Systems
1 20 (22.47%) Linux
2 3 (3.37%) Ubuntu
3 1 (1.12%) Android
3 1 (1.12%) Apple iOS
3 1 (1.12%) CentOS
3 1 (1.12%) DC/OS
3 1 (1.12%) Mac OS
3 1 (1.12%) Red Hat Enterprise Linux
Processes & Methodologies
1 51 (57.30%) DevOps
2 42 (47.19%) Microservices
3 40 (44.94%) Software Engineering
4 36 (40.45%) Open Source
5 31 (34.83%) Agile Software Development
6 30 (33.71%) OOP
7 26 (29.21%) Mentoring
8 24 (26.97%) Scrum
9 23 (25.84%) Test Automation
10 16 (17.98%) MVC
10 16 (17.98%) OO
11 15 (16.85%) Digital Marketing
12 14 (15.73%) Continuous Integration
12 14 (15.73%) CQRS
12 14 (15.73%) Dependency Injection
12 14 (15.73%) Software Architecture
13 10 (11.24%) Load Testing
13 10 (11.24%) SDLC
13 10 (11.24%) Unit Testing
13 10 (11.24%) Web Development
Programming Languages
1 75 (84.27%) Java
2 31 (34.83%) SQL
3 29 (32.58%) Java 8
4 28 (31.46%) JavaScript
5 13 (14.61%) Groovy
6 12 (13.48%) Bash Shell
7 10 (11.24%) Scala
8 9 (10.11%) Python
9 8 (8.99%) Ruby
9 8 (8.99%) Shell Script
10 6 (6.74%) TypeScript
11 5 (5.62%) C#
12 4 (4.49%) C++
13 3 (3.37%) C
14 2 (2.25%) R
15 1 (1.12%) Apple Swift
15 1 (1.12%) Clojure
15 1 (1.12%) Objective-C
Qualifications
1 9 (10.11%) AWS Certification
2 6 (6.74%) Degree
3 2 (2.25%) DV Cleared
3 2 (2.25%) Master's Degree
3 2 (2.25%) PhD
3 2 (2.25%) Security Cleared
Quality Assurance & Compliance
1 5 (5.62%) QA
System Software
1 23 (25.84%) Docker
2 8 (8.99%) Apache ZooKeeper
3 3 (3.37%) HDFS
4 1 (1.12%) KVM
4 1 (1.12%) pfSense
Systems Management
1 36 (40.45%) Puppet
2 11 (12.36%) Opscode Chef
3 8 (8.99%) Cobbler
4 5 (5.62%) Kubernetes
5 2 (2.25%) Ansible
6 1 (1.12%) Mesos
6 1 (1.12%) Salt
Vendors
1 8 (8.99%) Oracle
2 4 (4.49%) Cloudera
2 4 (4.49%) Google
2 4 (4.49%) Hortonworks
2 4 (4.49%) MapR
2 4 (4.49%) Teradata
3 2 (2.25%) Splunk
4 1 (1.12%) Atlassian
4 1 (1.12%) Cisco
4 1 (1.12%) hybris
4 1 (1.12%) Microsoft
4 1 (1.12%) Polycom
4 1 (1.12%) Red Hat
4 1 (1.12%) Xamarin