Period
to 23 September 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
England > North West
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 272 323 331
Rank change year-on-year +51 +8 +20
Permanent jobs citing Apache Cassandra 81 54 21
As % of all permanent IT jobs advertised in the North West 0.69% 0.41% 0.18%
As % of the Database & Business Intelligence category 2.24% 1.21% 0.53%
Number of salaries quoted 73 49 19
North West median annual salary £53,500 £50,000 £60,000
Median salary % change year-on-year +7.00% -16.67% +26.32%
10th Percentile £32,500 £32,500 £38,750
90th Percentile £70,000 £79,000 £66,250
England median annual salary £65,000 £65,000 £61,000
% change year-on-year - +6.56% -2.40%

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 3,610 4,448 3,929
As % of all permanent IT jobs advertised in the North West 30.61% 34.13% 32.90%
Number of salaries quoted 3,117 3,764 3,388
North West median annual salary £44,000 £40,500 £40,000
Median salary % change year-on-year +8.64% +1.25% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £62,500 £57,500
England median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 23 September 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 23 September 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 +45 65 £55,000 - 11
Lancashire +4 9 £35,000 - 2
Cheshire +4 7 £47,500 -5.00%
Apache Cassandra
England

For the 6 months to 23 September 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 65 (80.25%) Java
2 52 (64.20%) DevOps
3 48 (59.26%) Amazon AWS
4 46 (56.79%) Microservices
5 44 (54.32%) Spring
6 42 (51.85%) Hadoop
7 38 (46.91%) MongoDB
8 34 (41.98%) Puppet
9 33 (40.74%) Apache Solr
10 31 (38.27%) OOP
11 29 (35.80%) Scrum
11 29 (35.80%) Software Engineering
11 29 (35.80%) Open Source
11 29 (35.80%) AngularJS
12 27 (33.33%) RESTful
12 27 (33.33%) JAX-RS
12 27 (33.33%) SQL
13 26 (32.10%) JavaScript
13 26 (32.10%) Web Services
13 26 (32.10%) PostgreSQL
14 25 (30.86%) Agile Software Development
14 25 (30.86%) NoSQL
15 24 (29.63%) Test Automation
15 24 (29.63%) AWS CloudFormation
15 24 (29.63%) Java 8
16 23 (28.40%) Mentoring
17 22 (27.16%) gulp
18 21 (25.93%) Spring Boot
18 21 (25.93%) SaaS
18 21 (25.93%) Linux

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 33 (40.74%) Apache Solr
2 12 (14.81%) Elasticsearch
3 3 (3.70%) SAS
4 2 (2.47%) Apache Spark
4 2 (2.47%) WildFly
5 1 (1.23%) Apache Pig
Cloud Services
1 48 (59.26%) Amazon AWS
2 24 (29.63%) AWS CloudFormation
3 21 (25.93%) SaaS
4 4 (4.94%) Google Cloud Platform
5 2 (2.47%) Amazon EC2
5 2 (2.47%) Amazon S3
5 2 (2.47%) Cloud Computing
6 1 (1.23%) Amazon SQS
6 1 (1.23%) Microsoft Azure
Communications & Networking
1 9 (11.11%) Internet
2 8 (9.88%) DNS
2 8 (9.88%) SSL
3 2 (2.47%) Asterisk PBX
3 2 (2.47%) Firewall
4 1 (1.23%) HTTP
4 1 (1.23%) VPN
4 1 (1.23%) WAN
Database & Business Intelligence
1 42 (51.85%) Hadoop
2 38 (46.91%) MongoDB
3 26 (32.10%) PostgreSQL
4 25 (30.86%) NoSQL
5 11 (13.58%) Neo4j
6 9 (11.11%) Amazon RDS
6 9 (11.11%) MySQL
7 8 (9.88%) MariaDB
7 8 (9.88%) SQL Server
8 7 (8.64%) Big Data
9 4 (4.94%) HBase
10 2 (2.47%) Apache Hive
10 2 (2.47%) Data Mining
10 2 (2.47%) Relational Database
11 1 (1.23%) Amazon Redshift
11 1 (1.23%) CouchDB
11 1 (1.23%) Data Lake
11 1 (1.23%) DB2
11 1 (1.23%) Oracle Database
11 1 (1.23%) RDBMS
Development Applications
1 22 (27.16%) gulp
2 15 (18.52%) Git (software)
3 14 (17.28%) Ant
3 14 (17.28%) Gradle
3 14 (17.28%) JUnit
3 14 (17.28%) Maven
3 14 (17.28%) Mockito
4 7 (8.64%) Jenkins
5 5 (6.17%) Grunt
6 4 (4.94%) Cucumber
6 4 (4.94%) JIRA
6 4 (4.94%) JMeter
6 4 (4.94%) LoadRunner
6 4 (4.94%) Redmine
6 4 (4.94%) Selenium
6 4 (4.94%) WATIR
7 2 (2.47%) IntelliJ
7 2 (2.47%) Travis CI
General
1 15 (18.52%) Marketing
2 11 (13.58%) Finance
2 11 (13.58%) Retail
3 7 (8.64%) Banking
4 3 (3.70%) Advertising
5 2 (2.47%) Telecoms
6 1 (1.23%) Electronics
6 1 (1.23%) Thai Language
Job Titles
1 25 (30.86%) Java Engineer
2 20 (24.69%) Developer
3 17 (20.99%) Software Engineer
4 14 (17.28%) Java Software Engineer
5 13 (16.05%) AWS Engineer
6 12 (14.81%) Java Developer
7 9 (11.11%) DevOps Engineer
7 9 (11.11%) Linux Engineer
8 8 (9.88%) Automation Engineer
9 7 (8.64%) AWS DevOps
9 7 (8.64%) AWS DevOps Engineer
9 7 (8.64%) Lead Software Engineer
9 7 (8.64%) Linux DevOps Engineer
9 7 (8.64%) Linux/Unix DevOps
10 6 (7.41%) Architect
10 6 (7.41%) Data Architect
10 6 (7.41%) Lead Developer
11 5 (6.17%) Information Architect
11 5 (6.17%) Senior Developer
11 5 (6.17%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 44 (54.32%) Spring
2 29 (35.80%) AngularJS
3 27 (33.33%) JAX-RS
3 27 (33.33%) RESTful
4 26 (32.10%) Web Services
5 21 (25.93%) Spring Boot
6 20 (24.69%) Node.js
7 12 (14.81%) RabbitMQ
7 12 (14.81%) React
8 9 (11.11%) Apache Camel
8 9 (11.11%) Sass
9 7 (8.64%) Hibernate
9 7 (8.64%) HTML
10 6 (7.41%) CSS
10 6 (7.41%) J2EE
11 5 (6.17%) Ember.js
11 5 (6.17%) jQuery
11 5 (6.17%) Kafka
12 4 (4.94%) JSON
12 4 (4.94%) Regular Expression
Miscellaneous
1 21 (25.93%) Cloud Native
2 2 (2.47%) Greenfield Project
3 1 (1.23%) Algorithms
3 1 (1.23%) Analytical Skills
3 1 (1.23%) Management Information System
3 1 (1.23%) Online Banking
3 1 (1.23%) User Experience
Operating Systems
1 21 (25.93%) Linux
2 3 (3.70%) Red Hat Enterprise Linux
3 2 (2.47%) DC/OS
3 2 (2.47%) Mac OS
3 2 (2.47%) Ubuntu
4 1 (1.23%) Android
4 1 (1.23%) Apple iOS
Processes & Methodologies
1 52 (64.20%) DevOps
2 46 (56.79%) Microservices
3 31 (38.27%) OOP
4 29 (35.80%) Open Source
4 29 (35.80%) Scrum
4 29 (35.80%) Software Engineering
5 25 (30.86%) Agile Software Development
6 24 (29.63%) Test Automation
7 23 (28.40%) Mentoring
8 18 (22.22%) OO
9 16 (19.75%) Dependency Injection
9 16 (19.75%) Software Architecture
10 15 (18.52%) MVC
11 14 (17.28%) Continuous Integration
11 14 (17.28%) Digital Marketing
12 13 (16.05%) CQRS
13 12 (14.81%) E-Commerce
14 11 (13.58%) Analytics
15 10 (12.35%) SOA
16 9 (11.11%) Load Testing
Programming Languages
1 65 (80.25%) Java
2 27 (33.33%) SQL
3 26 (32.10%) JavaScript
4 24 (29.63%) Java 8
5 11 (13.58%) Bash Shell
5 11 (13.58%) Groovy
6 8 (9.88%) C#
6 8 (9.88%) Shell Script
7 7 (8.64%) C
7 7 (8.64%) C++
7 7 (8.64%) Ruby
8 6 (7.41%) Scala
8 6 (7.41%) TypeScript
9 4 (4.94%) Python
10 1 (1.23%) Apple Swift
10 1 (1.23%) Clojure
10 1 (1.23%) Objective-C
10 1 (1.23%) R
Qualifications
1 8 (9.88%) AWS Certification
2 5 (6.17%) Degree
3 1 (1.23%) Master's Degree
3 1 (1.23%) PhD
Quality Assurance & Compliance
1 5 (6.17%) QA
2 1 (1.23%) Data Quality
System Software
1 18 (22.22%) Docker
2 8 (9.88%) Apache ZooKeeper
3 2 (2.47%) HDFS
Systems Management
1 34 (41.98%) Puppet
2 11 (13.58%) Opscode Chef
3 8 (9.88%) Cobbler
4 4 (4.94%) Kubernetes
5 2 (2.47%) Mesos
6 1 (1.23%) Ansible
6 1 (1.23%) Salt
Vendors
1 4 (4.94%) Google
1 4 (4.94%) Microsoft
2 3 (3.70%) Red Hat
3 2 (2.47%) Cisco
3 2 (2.47%) Oracle
3 2 (2.47%) Polycom
4 1 (1.23%) Atlassian
4 1 (1.23%) Cloudera
4 1 (1.23%) Hortonworks
4 1 (1.23%) hybris
4 1 (1.23%) MapR
4 1 (1.23%) Splunk
4 1 (1.23%) Teradata
4 1 (1.23%) Xamarin