Period
to 18 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 18 February 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
North West > Manchester
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 252 271 249
Rank change year-on-year +19 -22 +27
Permanent jobs citing Apache Cassandra 32 17 23
As % of all permanent IT jobs advertised in Manchester 0.44% 0.22% 0.33%
As % of the Database & Business Intelligence category 1.32% 0.64% 1.05%
Number of salaries quoted 20 15 22
Manchester median annual salary £55,000 £52,500 £45,000
Median salary % change year-on-year +4.76% +16.67% -14.29%
North West median annual salary £55,000 £47,500 £45,000
% change year-on-year +15.79% +5.56% -14.29%

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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 2,420 2,652 2,194
As % of all permanent IT jobs advertised in Manchester 33.23% 35.04% 31.46%
Number of salaries quoted 2,071 2,312 1,911
Manchester median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +11.84%
10th Percentile £28,000 £26,250 £26,750
90th Percentile £65,000 £60,000 £57,500
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Apache Cassandra
Job Vacancy Trend in Manchester

Job postings citing Apache Cassandra as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Apache Cassandra in Manchester

Apache Cassandra
Salary Trend in Manchester

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

Salary trend for Apache Cassandra in Manchester

Apache Cassandra
Salary Histogram in Manchester

The salary distribution of IT jobs citing Apache Cassandra in Manchester over the 6 months to 18 February 2018.

Salary histogram for Apache Cassandra in Manchester

For the 6 months to 18 February 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 Manchester region with a requirement for Apache Cassandra.

1 26 (81.25%) DevOps
2 23 (71.88%) Java
3 21 (65.63%) Amazon AWS
4 19 (59.38%) Microservices
5 17 (53.13%) SaaS
5 17 (53.13%) Hadoop
6 15 (46.88%) Mentoring
7 14 (43.75%) JAX-RS
7 14 (43.75%) Test Automation
7 14 (43.75%) Agile Software Development
7 14 (43.75%) Spring
7 14 (43.75%) Dependency Injection
7 14 (43.75%) OOP
7 14 (43.75%) OO
8 12 (37.50%) Apache Solr
9 11 (34.38%) Retail
9 11 (34.38%) Software Architecture
9 11 (34.38%) E-Commerce
10 10 (31.25%) Scrum
11 9 (28.13%) Linux
11 9 (28.13%) Software Engineering
12 8 (25.00%) NoSQL
12 8 (25.00%) Web Services
12 8 (25.00%) Oracle
13 7 (21.88%) Python
13 7 (21.88%) SAS
13 7 (21.88%) Migration
13 7 (21.88%) Hortonworks
14 6 (18.75%) MongoDB
14 6 (18.75%) IaaS

Apache Cassandra
Co-occurring IT Skills in Manchester 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 12 (37.50%) Apache Solr
2 7 (21.88%) SAS
3 6 (18.75%) Tomcat
4 5 (15.63%) Elasticsearch
5 3 (9.38%) Apache
6 2 (6.25%) Apache Pig
6 2 (6.25%) Apache Spark
6 2 (6.25%) nginx
Applications
1 1 (3.13%) S-PLUS
1 1 (3.13%) SPSS
1 1 (3.13%) Stata
Cloud Services
1 21 (65.63%) Amazon AWS
2 17 (53.13%) SaaS
3 6 (18.75%) IaaS
3 6 (18.75%) PaaS
4 4 (12.50%) Amazon SQS
4 4 (12.50%) AWS CloudFormation
4 4 (12.50%) Google Cloud Platform
5 1 (3.13%) Loggly
5 1 (3.13%) Microsoft Azure
5 1 (3.13%) Sumo Logic
Communications & Networking
1 3 (9.38%) DNS
1 3 (9.38%) HTTP
1 3 (9.38%) SSL
1 3 (9.38%) TCP/IP
2 2 (6.25%) Internet
Database & Business Intelligence
1 17 (53.13%) Hadoop
2 8 (25.00%) NoSQL
3 6 (18.75%) BusinessObjects
3 6 (18.75%) DB2
3 6 (18.75%) MongoDB
3 6 (18.75%) Oracle Database
3 6 (18.75%) Oracle Database 10g
3 6 (18.75%) Oracle Database 11g
3 6 (18.75%) Oracle Database 12c
3 6 (18.75%) PostgreSQL
4 2 (6.25%) Apache Hive
4 2 (6.25%) Big Data
4 2 (6.25%) HBase
4 2 (6.25%) Relational Database
4 2 (6.25%) SQL Server
5 1 (3.13%) Data Mining
5 1 (3.13%) MySQL
5 1 (3.13%) RDBMS
5 1 (3.13%) Riak
Development Applications
1 3 (9.38%) Jenkins
1 3 (9.38%) JHipster
2 2 (6.25%) Git (software)
3 1 (3.13%) Grunt
3 1 (3.13%) gulp
3 1 (3.13%) Jasmine
3 1 (3.13%) JMeter
3 1 (3.13%) Maven
3 1 (3.13%) Moq
3 1 (3.13%) Octopus Deploy
3 1 (3.13%) RSpec
3 1 (3.13%) Team Foundation Server
3 1 (3.13%) TeamCity
3 1 (3.13%) Vagrant
3 1 (3.13%) Visual Studio
General
1 11 (34.38%) Retail
2 4 (12.50%) Finance
3 3 (9.38%) Automotive
4 1 (3.13%) Law
Job Titles
1 12 (37.50%) Java Engineer
2 9 (28.13%) Java Software Engineer
2 9 (28.13%) Software Engineer
3 8 (25.00%) Lead Software Engineer
4 6 (18.75%) Architect
4 6 (18.75%) Cloud Architect
4 6 (18.75%) Technical Architect
5 4 (12.50%) Developer
5 4 (12.50%) Senior Java Engineer
6 3 (9.38%) Development Engineer
6 3 (9.38%) DevOps Engineer
6 3 (9.38%) Java Developer
6 3 (9.38%) MongoDB Developer
6 3 (9.38%) NoSQL Developer
6 3 (9.38%) Senior Development Engineer
7 1 (3.13%) AWS Engineer
7 1 (3.13%) Big Data Engineer
7 1 (3.13%) Data Engineer
7 1 (3.13%) Data Scientist
7 1 (3.13%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 14 (43.75%) JAX-RS
1 14 (43.75%) Spring
2 8 (25.00%) Web Services
3 6 (18.75%) Node.js
4 4 (12.50%) Akka
4 4 (12.50%) RabbitMQ
4 4 (12.50%) RESTful
5 3 (9.38%) ActiveMQ
5 3 (9.38%) Dropwizard
5 3 (9.38%) Play Framework
5 3 (9.38%) REST
5 3 (9.38%) Spring Boot
5 3 (9.38%) WSGI
6 2 (6.25%) .NET
6 2 (6.25%) CSS
6 2 (6.25%) Elastic Stack
6 2 (6.25%) HTML
6 2 (6.25%) jQuery
6 2 (6.25%) Kafka
6 2 (6.25%) Servlets
Miscellaneous
1 6 (18.75%) DataPower
2 4 (12.50%) Greenfield Project
3 1 (3.13%) Analytical Skills
Operating Systems
1 9 (28.13%) Linux
2 6 (18.75%) AIX
2 6 (18.75%) HPUX
2 6 (18.75%) Red Hat Enterprise Linux
2 6 (18.75%) Solaris
2 6 (18.75%) Unix
2 6 (18.75%) Windows
3 1 (3.13%) CentOS
3 1 (3.13%) Fedora
Processes & Methodologies
1 26 (81.25%) DevOps
2 19 (59.38%) Microservices
3 15 (46.88%) Mentoring
4 14 (43.75%) Agile Software Development
4 14 (43.75%) Dependency Injection
4 14 (43.75%) OO
4 14 (43.75%) OOP
4 14 (43.75%) Test Automation
5 11 (34.38%) E-Commerce
5 11 (34.38%) Software Architecture
6 10 (31.25%) Scrum
7 9 (28.13%) Software Engineering
8 7 (21.88%) Migration
9 6 (18.75%) Data Management
9 6 (18.75%) Infrastructure Transformation
10 4 (12.50%) Coaching
10 4 (12.50%) Configuration Management
10 4 (12.50%) Load Testing
10 4 (12.50%) TDD
11 3 (9.38%) Capacity Planning
Programming Languages
1 23 (71.88%) Java
2 7 (21.88%) Python
3 6 (18.75%) Groovy
3 6 (18.75%) Scala
4 5 (15.63%) Bash Shell
5 3 (9.38%) Clojure
5 3 (9.38%) Kotlin
6 2 (6.25%) C#
6 2 (6.25%) JavaScript
6 2 (6.25%) PHP
6 2 (6.25%) Ruby
7 1 (3.13%) C++
7 1 (3.13%) Go
7 1 (3.13%) MATLAB
7 1 (3.13%) Perl
7 1 (3.13%) PL/SQL
7 1 (3.13%) R
7 1 (3.13%) SQL
7 1 (3.13%) T-SQL
7 1 (3.13%) TypeScript
Qualifications
1 2 (6.25%) Degree
2 1 (3.13%) PhD
Quality Assurance & Compliance
1 4 (12.50%) GCP
System Software
1 5 (15.63%) Docker
2 1 (3.13%) HDFS
Systems Management
1 6 (18.75%) Opscode Chef
1 6 (18.75%) Puppet
1 6 (18.75%) Tivoli
1 6 (18.75%) Tivoli Monitoring
2 4 (12.50%) Salt
3 3 (9.38%) Ansible
4 1 (3.13%) Kibana
4 1 (3.13%) Kubernetes
4 1 (3.13%) logstash
4 1 (3.13%) Nagios
4 1 (3.13%) Prometheus
4 1 (3.13%) Terraform
4 1 (3.13%) ZABBIX
Vendors
1 8 (25.00%) Oracle
2 7 (21.88%) Hortonworks
3 6 (18.75%) Hitachi
3 6 (18.75%) IBM
4 2 (6.25%) HP
4 2 (6.25%) Splunk
5 1 (3.13%) Cloudera
5 1 (3.13%) MapR
5 1 (3.13%) New Relic
5 1 (3.13%) Remedy
5 1 (3.13%) Salesforce.com
5 1 (3.13%) SaltStack