Period
to 21 June 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
England > North West
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 307 327 321
Rank change year-on-year +20 -6 +29
Permanent jobs citing Apache Cassandra 61 43 25
As % of all permanent IT jobs advertised in the North West 0.50% 0.34% 0.22%
As % of the Database & Business Intelligence category 1.46% 0.96% 0.70%
Number of salaries quoted 38 37 23
North West median annual salary £53,750 £50,000 £50,000
Median salary % change year-on-year +7.50% - +5.26%
10th Percentile £32,200 £32,500 £45,000
90th Percentile £65,000 £60,000 £66,250
England median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% -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 4,188 4,457 3,583
As % of all permanent IT jobs advertised in the North West 34.02% 34.73% 31.78%
Number of salaries quoted 3,572 3,799 3,106
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £60,000 £57,500
England median annual salary £50,000 £47,500 £47,500
% 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 21 June 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 21 June 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 +37 42 £55,000 +37.50% 11
Cheshire - 11 £35,000 -
Lancashire -17 8 £35,000 -41.67% 1
Apache Cassandra
England

For the 6 months to 21 June 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 40 (65.57%) Java
2 38 (62.30%) DevOps
3 26 (42.62%) Hadoop
3 26 (42.62%) Agile Software Development
3 26 (42.62%) Spring
4 25 (40.98%) MongoDB
5 24 (39.34%) Amazon AWS
5 24 (39.34%) Microservices
6 23 (37.70%) SQL
7 21 (34.43%) Linux
8 20 (32.79%) PostgreSQL
8 20 (32.79%) Scrum
9 17 (27.87%) JavaScript
9 17 (27.87%) SaaS
9 17 (27.87%) Test Automation
9 17 (27.87%) Java 8
10 16 (26.23%) Problem-Solving
10 16 (26.23%) Continuous Integration
10 16 (26.23%) OOP
11 15 (24.59%) Software Engineering
12 14 (22.95%) RESTful
12 14 (22.95%) Puppet
13 13 (21.31%) Python
14 12 (19.67%) NoSQL
14 12 (19.67%) Opscode Chef
15 11 (18.03%) Bash Shell
15 11 (18.03%) Internet
16 10 (16.39%) Configuration Management
16 10 (16.39%) SSL
16 10 (16.39%) E-Commerce

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 10 (16.39%) Apache Solr
2 9 (14.75%) SAS
3 8 (13.11%) Apache
3 8 (13.11%) nginx
4 6 (9.84%) Tomcat
5 5 (8.20%) Elasticsearch
6 4 (6.56%) Apache Spark
7 2 (3.28%) Apache Pig
7 2 (3.28%) Jupyter
Cloud Services
1 24 (39.34%) Amazon AWS
2 17 (27.87%) SaaS
3 6 (9.84%) IaaS
3 6 (9.84%) PaaS
4 3 (4.92%) Microsoft Azure
5 2 (3.28%) AWS CloudFormation
5 2 (3.28%) Google Cloud Platform
6 1 (1.64%) Amazon EC2
6 1 (1.64%) Amazon S3
6 1 (1.64%) Amazon SQS
Communications & Networking
1 11 (18.03%) Internet
2 10 (16.39%) DNS
2 10 (16.39%) SSL
3 8 (13.11%) HTTP
3 8 (13.11%) TCP/IP
4 1 (1.64%) Asterisk PBX
4 1 (1.64%) Firewall
4 1 (1.64%) VPN
4 1 (1.64%) WAN
Database & Business Intelligence
1 26 (42.62%) Hadoop
2 25 (40.98%) MongoDB
3 20 (32.79%) PostgreSQL
4 12 (19.67%) NoSQL
5 10 (16.39%) MariaDB
5 10 (16.39%) SQL Server
6 9 (14.75%) MySQL
6 9 (14.75%) Oracle Database
7 6 (9.84%) Amazon RDS
7 6 (9.84%) Big Data
7 6 (9.84%) BusinessObjects
7 6 (9.84%) DB2
7 6 (9.84%) Neo4j
7 6 (9.84%) Oracle Database 10g
7 6 (9.84%) Oracle Database 11g
7 6 (9.84%) Oracle Database 12c
8 4 (6.56%) Data Mining
8 4 (6.56%) HBase
9 2 (3.28%) Apache Hive
9 2 (3.28%) SQL Server Analysis Services
Development Applications
1 9 (14.75%) Git (software)
2 8 (13.11%) Ant
2 8 (13.11%) Gradle
2 8 (13.11%) Jenkins
2 8 (13.11%) JUnit
2 8 (13.11%) Maven
2 8 (13.11%) Mockito
3 2 (3.28%) gulp
3 2 (3.28%) SQL Server Management Studio (SSMS)
4 1 (1.64%) Jasmine
4 1 (1.64%) Moq
4 1 (1.64%) Octopus Deploy
4 1 (1.64%) Team Foundation Server
4 1 (1.64%) Travis CI
4 1 (1.64%) Visual Studio
General
1 9 (14.75%) Retail
2 7 (11.48%) Banking
2 7 (11.48%) Finance
3 5 (8.20%) Advertising
4 3 (4.92%) Law
5 2 (3.28%) Investment Banking
6 1 (1.64%) Electronics
6 1 (1.64%) Telecoms
6 1 (1.64%) Thai Language
Job Titles
1 17 (27.87%) Developer
2 13 (21.31%) Java Engineer
2 13 (21.31%) Java Software Engineer
2 13 (21.31%) Software Engineer
3 12 (19.67%) Architect
3 12 (19.67%) Java Developer
4 11 (18.03%) DevOps Engineer
5 7 (11.48%) Lead Software Engineer
6 6 (9.84%) Cloud Architect
6 6 (9.84%) Data Architect
6 6 (9.84%) Technical Architect
7 5 (8.20%) Information Architect
7 5 (8.20%) Lead Developer
7 5 (8.20%) Lead Java Developer
7 5 (8.20%) Senior Developer
7 5 (8.20%) Senior Java Developer
8 4 (6.56%) Agile Developer
8 4 (6.56%) Agile Java Developer
9 3 (4.92%) Data Scientist
9 3 (4.92%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 26 (42.62%) Spring
2 14 (22.95%) RESTful
3 10 (16.39%) Node.js
3 10 (16.39%) RabbitMQ
4 9 (14.75%) CSS
4 9 (14.75%) Hibernate
4 9 (14.75%) HTML
4 9 (14.75%) JAX-RS
4 9 (14.75%) Spring Boot
5 8 (13.11%) AngularJS
5 8 (13.11%) Apache Camel
5 8 (13.11%) jQuery
5 8 (13.11%) Servlets
5 8 (13.11%) WSGI
6 7 (11.48%) React
7 4 (6.56%) Kafka
8 3 (4.92%) .NET
8 3 (4.92%) Web Services
9 2 (3.28%) WPF
10 1 (1.64%) Spring MVC
Miscellaneous
1 8 (13.11%) Self-Motivation
2 6 (9.84%) DataPower
3 4 (6.56%) Analytical Skills
4 2 (3.28%) Analytical Mindset
4 2 (3.28%) Clustering
5 1 (1.64%) Algorithms
5 1 (1.64%) Cloud Native
5 1 (1.64%) Greenfield Project
5 1 (1.64%) Management Information System
Operating Systems
1 21 (34.43%) Linux
2 9 (14.75%) Red Hat Enterprise Linux
3 6 (9.84%) AIX
3 6 (9.84%) HPUX
3 6 (9.84%) Solaris
3 6 (9.84%) Unix
3 6 (9.84%) Windows
4 1 (1.64%) DC/OS
4 1 (1.64%) Mac OS
Processes & Methodologies
1 38 (62.30%) DevOps
2 26 (42.62%) Agile Software Development
3 24 (39.34%) Microservices
4 20 (32.79%) Scrum
5 17 (27.87%) Test Automation
6 16 (26.23%) Continuous Integration
6 16 (26.23%) OOP
6 16 (26.23%) Problem-Solving
7 15 (24.59%) Software Engineering
8 10 (16.39%) Configuration Management
8 10 (16.39%) Deployment Automation
8 10 (16.39%) E-Commerce
8 10 (16.39%) Load Testing
8 10 (16.39%) MVC
9 9 (14.75%) OO
10 8 (13.11%) Capacity Planning
10 8 (13.11%) Dependency Injection
10 8 (13.11%) Software Architecture
10 8 (13.11%) Unit Testing
10 8 (13.11%) Web Development
Programming Languages
1 40 (65.57%) Java
2 23 (37.70%) SQL
3 17 (27.87%) Java 8
3 17 (27.87%) JavaScript
4 13 (21.31%) Python
5 11 (18.03%) Bash Shell
6 10 (16.39%) C#
7 8 (13.11%) Groovy
8 7 (11.48%) C
8 7 (11.48%) C++
8 7 (11.48%) TypeScript
9 5 (8.20%) Scala
10 3 (4.92%) R
10 3 (4.92%) T-SQL
11 2 (3.28%) PowerShell
11 2 (3.28%) Shell Script
12 1 (1.64%) Clojure
12 1 (1.64%) Perl
12 1 (1.64%) PHP
12 1 (1.64%) PL/SQL
Qualifications
1 9 (14.75%) Degree
2 2 (3.28%) AWS Certification
3 1 (1.64%) Master's Degree
3 1 (1.64%) PhD
Quality Assurance & Compliance
1 1 (1.64%) Data Quality
1 1 (1.64%) GCP
1 1 (1.64%) QA
System Software
1 9 (14.75%) Docker
2 2 (3.28%) Apache ZooKeeper
3 1 (1.64%) HDFS
Systems Management
1 14 (22.95%) Puppet
2 12 (19.67%) Opscode Chef
3 8 (13.11%) Salt
4 6 (9.84%) Tivoli
4 6 (9.84%) Tivoli Monitoring
5 2 (3.28%) Cobbler
5 2 (3.28%) Kubernetes
5 2 (3.28%) Oozie
6 1 (1.64%) Ansible
6 1 (1.64%) Mesos
Vendors
1 10 (16.39%) Oracle
2 7 (11.48%) Hortonworks
3 6 (9.84%) Hitachi
3 6 (9.84%) IBM
3 6 (9.84%) Microsoft
4 3 (4.92%) Cloudera
4 3 (4.92%) Red Hat
5 2 (3.28%) HP
6 1 (1.64%) Atlassian
6 1 (1.64%) Cisco
6 1 (1.64%) Google
6 1 (1.64%) hybris
6 1 (1.64%) Polycom
6 1 (1.64%) Remedy
6 1 (1.64%) Salesforce.com
6 1 (1.64%) Splunk