Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 20 November 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
England > North of England
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 326 380 416
Rank change year-on-year +54 +36 +1
Permanent jobs citing Apache Cassandra 147 110 81
As % of all permanent IT jobs advertised in the North of England 0.68% 0.45% 0.33%
As % of the Database & Business Intelligence category 2.40% 1.44% 1.02%
Number of salaries quoted 137 97 64
North of England median annual salary £55,000 £50,000 £48,750
Median salary % change year-on-year +10.00% +2.56% -18.75%
10th Percentile £32,500 £32,500 £37,500
90th Percentile £84,600 £69,950 £70,000
England median annual salary £65,500 £65,000 £62,500
% change year-on-year +0.77% +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 of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North of England
Permanent vacancies with a requirement for database or business intelligence skills 6,118 7,628 7,955
As % of all permanent IT jobs advertised in the North of England 28.37% 31.21% 32.08%
Number of salaries quoted 5,236 6,544 6,897
North of England median annual salary £43,625 £42,500 £40,000
Median salary % change year-on-year +2.65% +6.25% -
10th Percentile £27,750 £27,500 £26,250
90th Percentile £65,000 £60,000 £57,500
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% +5.56%

Apache Cassandra
Job Vacancy Trend in the North of England

Job postings citing Apache Cassandra as a percentage of all IT jobs advertised in the North of England.

Job vacancy trend for Apache Cassandra in the North of England

Apache Cassandra
Salary Trend in the North of England

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

Salary trend for Apache Cassandra in the North of England

Apache Cassandra
Salary Histogram in the North of England

The salary distribution of IT jobs citing Apache Cassandra in the North of England over the 6 months to 20 November 2018.

Salary histogram for Apache Cassandra in the North of England

Apache Cassandra
Job Locations in the North of England

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 of England region over the 6 months to 20 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
North West +53 89 £55,000 +4.76% 12
Yorkshire +16 46 £55,000 +10.00% 10
North East +16 16 £62,500 +30.21% 1
Apache Cassandra
England

For the 6 months to 20 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 of England region with a requirement for Apache Cassandra.

1 115 (78.23%) Java
2 86 (58.50%) DevOps
3 82 (55.78%) Amazon AWS
4 80 (54.42%) MongoDB
5 76 (51.70%) NoSQL
6 73 (49.66%) Agile Software Development
6 73 (49.66%) Spring
6 73 (49.66%) Microservices
7 69 (46.94%) Software Engineering
8 64 (43.54%) Hadoop
9 56 (38.10%) JavaScript
10 54 (36.73%) Docker
11 53 (36.05%) Java 8
12 52 (35.37%) Puppet
13 48 (32.65%) AngularJS
13 48 (32.65%) SQL
14 47 (31.97%) PostgreSQL
14 47 (31.97%) Elasticsearch
14 47 (31.97%) Apache Solr
15 45 (30.61%) Jenkins
15 45 (30.61%) RabbitMQ
16 43 (29.25%) Continuous Integration
17 40 (27.21%) Spring Boot
18 39 (26.53%) Opscode Chef
19 38 (25.85%) Open Source
20 36 (24.49%) Linux
20 36 (24.49%) Mentoring
21 35 (23.81%) Scrum
22 34 (23.13%) SaaS
23 31 (21.09%) Git (software)

Apache Cassandra
Co-occurring IT Skills in the North of England 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 47 (31.97%) Apache Solr
1 47 (31.97%) Elasticsearch
2 23 (15.65%) Apache Spark
3 13 (8.84%) Apache
4 11 (7.48%) nginx
5 3 (2.04%) WildFly
6 2 (1.36%) Apache Pig
7 1 (0.68%) SAS
Cloud Services
1 82 (55.78%) Amazon AWS
2 34 (23.13%) SaaS
3 25 (17.01%) AWS CloudFormation
4 9 (6.12%) Cloud Computing
5 4 (2.72%) Google Cloud Platform
5 4 (2.72%) Microsoft Azure
6 2 (1.36%) Serverless
7 1 (0.68%) Amazon EC2
7 1 (0.68%) Amazon S3
7 1 (0.68%) Amazon SQS
7 1 (0.68%) OpenShift
Communications & Networking
1 25 (17.01%) DNS
1 25 (17.01%) Internet
1 25 (17.01%) SSL
2 2 (1.36%) Firewall
3 1 (0.68%) Asterisk PBX
3 1 (0.68%) HTTP
Database & Business Intelligence
1 80 (54.42%) MongoDB
2 76 (51.70%) NoSQL
3 64 (43.54%) Hadoop
4 47 (31.97%) PostgreSQL
5 25 (17.01%) Riak
6 22 (14.97%) MySQL
7 18 (12.24%) Big Data
8 12 (8.16%) CouchDB
9 11 (7.48%) GIS
9 11 (7.48%) Redis
10 9 (6.12%) HBase
10 9 (6.12%) Neo4j
10 9 (6.12%) Relational Database
11 8 (5.44%) Apache Hive
11 8 (5.44%) SQL Server
12 6 (4.08%) Amazon RDS
12 6 (4.08%) MariaDB
13 5 (3.40%) DB2
14 4 (2.72%) Data Lake
15 3 (2.04%) Amazon DynamoDB
Development Applications
1 45 (30.61%) Jenkins
2 31 (21.09%) Git (software)
3 23 (15.65%) gulp
4 22 (14.97%) Maven
5 20 (13.61%) Gradle
6 17 (11.56%) Ant
6 17 (11.56%) JUnit
6 17 (11.56%) Mockito
7 14 (9.52%) Cucumber
7 14 (9.52%) Selenium
8 11 (7.48%) Mercurial
8 11 (7.48%) Subversion
9 6 (4.08%) Grunt
10 4 (2.72%) JIRA
10 4 (2.72%) JMeter
10 4 (2.72%) LoadRunner
10 4 (2.72%) Redmine
10 4 (2.72%) WATIR
11 3 (2.04%) IntelliJ
12 2 (1.36%) Atlassian Bamboo
General
1 22 (14.97%) Finance
2 19 (12.93%) Marketing
3 10 (6.80%) Retail
4 9 (6.12%) Banking
5 1 (0.68%) Advertising
5 1 (0.68%) Telecoms
5 1 (0.68%) Thai Language
Job Titles
1 44 (29.93%) Java Engineer
2 36 (24.49%) Developer
3 32 (21.77%) Software Engineer
4 29 (19.73%) AWS Engineer
5 26 (17.69%) Java Software Engineer
6 25 (17.01%) Linux Engineer
7 20 (13.61%) DevOps Engineer
8 17 (11.56%) AWS DevOps
8 17 (11.56%) AWS DevOps Engineer
8 17 (11.56%) Java Developer
8 17 (11.56%) Linux DevOps Engineer
8 17 (11.56%) Linux/Unix DevOps
9 13 (8.84%) Senior Linux Engineer
10 11 (7.48%) Python Developer
11 9 (6.12%) Senior DevOps
11 9 (6.12%) Senior DevOps Engineer
11 9 (6.12%) Senior Software Engineer
12 8 (5.44%) Architect
12 8 (5.44%) Automation Engineer
12 8 (5.44%) Senior Developer
Libraries, Frameworks & Software Standards
1 73 (49.66%) Spring
2 48 (32.65%) AngularJS
3 45 (30.61%) RabbitMQ
4 40 (27.21%) Spring Boot
5 30 (20.41%) Node.js
6 29 (19.73%) Kafka
7 28 (19.05%) Web Services
8 26 (17.69%) JAX-RS
9 24 (16.33%) RESTful
10 20 (13.61%) Apache Camel
11 19 (12.93%) React
12 17 (11.56%) HTML
13 16 (10.88%) CSS
14 15 (10.20%) Hibernate
15 12 (8.16%) HTML5
15 12 (8.16%) J2EE
16 11 (7.48%) ActiveMQ
16 11 (7.48%) CSS3
17 10 (6.80%) Sass
18 7 (4.76%) jQuery
Miscellaneous
1 28 (19.05%) Cloud Native
2 6 (4.08%) User Experience
3 4 (2.72%) Algorithms
4 3 (2.04%) Fintech
4 3 (2.04%) Greenfield Project
4 3 (2.04%) Self-Motivation
5 1 (0.68%) Online Banking
Operating Systems
1 36 (24.49%) Linux
2 3 (2.04%) Ubuntu
2 3 (2.04%) Windows
3 1 (0.68%) Android
3 1 (0.68%) Apple iOS
3 1 (0.68%) CentOS
3 1 (0.68%) DC/OS
3 1 (0.68%) Mac OS
3 1 (0.68%) Red Hat Enterprise Linux
Processes & Methodologies
1 86 (58.50%) DevOps
2 73 (49.66%) Agile Software Development
2 73 (49.66%) Microservices
3 69 (46.94%) Software Engineering
4 43 (29.25%) Continuous Integration
5 38 (25.85%) Open Source
6 36 (24.49%) Mentoring
7 35 (23.81%) Scrum
8 30 (20.41%) OOP
8 30 (20.41%) TDD
9 26 (17.69%) Load Testing
10 25 (17.01%) Benchmarking
10 25 (17.01%) Configuration Management
11 24 (16.33%) Test Automation
12 23 (15.65%) Deployment Automation
13 17 (11.56%) Unit Testing
14 16 (10.88%) MVC
14 16 (10.88%) OO
15 15 (10.20%) Analytics
15 15 (10.20%) Digital Marketing
Programming Languages
1 115 (78.23%) Java
2 56 (38.10%) JavaScript
3 53 (36.05%) Java 8
4 48 (32.65%) SQL
5 28 (19.05%) Bash Shell
6 24 (16.33%) Scala
7 23 (15.65%) Shell Script
8 20 (13.61%) Python
9 14 (9.52%) Kotlin
10 13 (8.84%) Groovy
11 8 (5.44%) Ruby
12 6 (4.08%) TypeScript
13 5 (3.40%) C#
14 4 (2.72%) C++
15 3 (2.04%) C
16 2 (1.36%) R
17 1 (0.68%) Apple Swift
17 1 (0.68%) Clojure
17 1 (0.68%) Objective-C
Qualifications
1 27 (18.37%) AWS Certification
2 10 (6.80%) Security Cleared
3 8 (5.44%) SC Cleared
4 6 (4.08%) Degree
5 2 (1.36%) DV Cleared
5 2 (1.36%) Master's Degree
5 2 (1.36%) PhD
Quality Assurance & Compliance
1 6 (4.08%) QA
2 1 (0.68%) GDPR
System Software
1 54 (36.73%) Docker
2 23 (15.65%) Apache ZooKeeper
3 3 (2.04%) HDFS
4 1 (0.68%) KVM
4 1 (0.68%) pfSense
Systems Management
1 52 (35.37%) Puppet
2 39 (26.53%) Opscode Chef
3 23 (15.65%) Ansible
3 23 (15.65%) Cobbler
4 19 (12.93%) Kubernetes
5 6 (4.08%) Hadoop YARN
6 1 (0.68%) Mesos
6 1 (0.68%) Salt
Vendors
1 21 (14.29%) Oracle
2 4 (2.72%) Cloudera
2 4 (2.72%) Google
2 4 (2.72%) Hortonworks
2 4 (2.72%) MapR
2 4 (2.72%) Teradata
3 2 (1.36%) Splunk
4 1 (0.68%) Atlassian
4 1 (0.68%) Cisco
4 1 (0.68%) hybris
4 1 (0.68%) Microsoft
4 1 (0.68%) Polycom
4 1 (0.68%) Red Hat
4 1 (0.68%) Xamarin