Period
to 20 February 2019

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 February 2019 with a comparison to the same period in the previous 2 years.

Apache Cassandra
England > North of England
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 304 411 370
Rank change year-on-year +107 -41 +46
Permanent jobs citing Apache Cassandra 143 82 116
As % of all permanent IT jobs advertised in the North of England 0.75% 0.33% 0.48%
As % of the Database & Business Intelligence category 2.67% 1.09% 1.47%
Number of salaries quoted 134 63 103
North of England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +7.53%
10th Percentile £34,125 £36,750 £33,750
90th Percentile £83,220 £66,850 £68,250
England median annual salary £67,500 £66,500 £60,000
% change year-on-year +1.50% +10.83% -

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 5,360 7,509 7,900
As % of all permanent IT jobs advertised in the North of England 28.20% 30.49% 32.53%
Number of salaries quoted 4,570 6,426 6,854
North of England median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £27,500 £26,250
90th Percentile £65,000 £60,000 £58,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 February 2019.

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 February 2019. 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 +62 73 £55,000 - 13
Yorkshire +66 50 £55,000 +10.00% 13
North East +36 24 £49,337 +4.42%
Apache Cassandra
England

For the 6 months to 20 February 2019, 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.

1 110 (76.92%) Java
2 99 (69.23%) MongoDB
3 97 (67.83%) NoSQL
4 85 (59.44%) Agile Software Development
5 80 (55.94%) DevOps
6 72 (50.35%) Hadoop
7 69 (48.25%) SQL
8 67 (46.85%) Software Engineering
9 59 (41.26%) Spring
10 55 (38.46%) Kafka
11 53 (37.06%) Python
12 52 (36.36%) PostgreSQL
13 51 (35.66%) Amazon AWS
13 51 (35.66%) Jenkins
14 49 (34.27%) Scala
15 48 (33.57%) Docker
15 48 (33.57%) Apache Spark
16 47 (32.87%) Big Data
16 47 (32.87%) Java 8
17 46 (32.17%) Microservices
18 43 (30.07%) Spring Boot
19 40 (27.97%) RabbitMQ
20 39 (27.27%) Continuous Integration
21 37 (25.87%) HBase
22 36 (25.17%) Apache Hive
23 35 (24.48%) Mentoring
23 35 (24.48%) Analytics
24 34 (23.78%) Opscode Chef
24 34 (23.78%) Git (software)
24 34 (23.78%) Oracle

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 48 (33.57%) Apache Spark
2 33 (23.08%) Elasticsearch
3 16 (11.19%) Apache
4 13 (9.09%) Apache Solr
5 12 (8.39%) nginx
6 5 (3.50%) Apache Pig
6 5 (3.50%) WildFly
7 3 (2.10%) SAS
8 1 (0.70%) Cloud Foundry
8 1 (0.70%) CloudStack
8 1 (0.70%) IIS
8 1 (0.70%) OpenStack
Applications
1 2 (1.40%) S-PLUS
1 2 (1.40%) SPSS
1 2 (1.40%) Stata
2 1 (0.70%) Weka
Cloud Services
1 51 (35.66%) Amazon AWS
2 23 (16.08%) GitHub
3 11 (7.69%) Cloud Computing
4 9 (6.29%) SaaS
5 7 (4.90%) AWS CloudFormation
6 2 (1.40%) Google Cloud Platform
6 2 (1.40%) Microsoft Azure
6 2 (1.40%) Serverless
7 1 (0.70%) Amazon EC2
7 1 (0.70%) Amazon S3
7 1 (0.70%) OpenShift
Communications & Networking
1 15 (10.49%) DNS
1 15 (10.49%) Internet
1 15 (10.49%) SSL
2 4 (2.80%) Network Security
3 3 (2.10%) Firewall
4 1 (0.70%) Asterisk PBX
4 1 (0.70%) TCP/IP
4 1 (0.70%) VLAN
Database & Business Intelligence
1 99 (69.23%) MongoDB
2 97 (67.83%) NoSQL
3 72 (50.35%) Hadoop
4 52 (36.36%) PostgreSQL
5 47 (32.87%) Big Data
6 37 (25.87%) HBase
7 36 (25.17%) Apache Hive
8 28 (19.58%) Riak
9 26 (18.18%) MySQL
10 23 (16.08%) Spark SQL
10 23 (16.08%) Sqoop
11 15 (10.49%) Relational Database
12 13 (9.09%) Redis
13 12 (8.39%) CouchDB
13 12 (8.39%) SQL Server
14 11 (7.69%) GIS
15 10 (6.99%) Data Lake
16 8 (5.59%) MariaDB
17 7 (4.90%) Amazon DynamoDB
18 5 (3.50%) Neo4j
Development Applications
1 51 (35.66%) Jenkins
2 34 (23.78%) Git (software)
3 25 (17.48%) Gradle
3 25 (17.48%) Maven
4 18 (12.59%) Ant
4 18 (12.59%) JUnit
4 18 (12.59%) Mockito
5 11 (7.69%) Mercurial
5 11 (7.69%) Subversion
6 7 (4.90%) gulp
7 5 (3.50%) IntelliJ
8 4 (2.80%) Atlassian Bamboo
8 4 (2.80%) EasyMock
9 3 (2.10%) Bitbucket
9 3 (2.10%) Grunt
10 1 (0.70%) Cucumber
10 1 (0.70%) JIRA
10 1 (0.70%) Redmine
10 1 (0.70%) Travis CI
10 1 (0.70%) WATIR
General
1 27 (18.88%) Finance
2 11 (7.69%) Banking
3 9 (6.29%) Marketing
4 5 (3.50%) Retail
5 1 (0.70%) Telecoms
Job Titles
1 39 (27.27%) Java Engineer
2 34 (23.78%) Data Engineer
3 29 (20.28%) Software Engineer
4 27 (18.88%) Big Data Engineer
5 24 (16.78%) Developer
6 22 (15.38%) Java Software Engineer
7 19 (13.29%) AWS Engineer
8 17 (11.89%) Python Engineer
9 16 (11.19%) Linux Engineer
10 13 (9.09%) Java Developer
11 11 (7.69%) Administrator
11 11 (7.69%) DBA
11 11 (7.69%) Java Scala Software Engineer
11 11 (7.69%) Python Developer
11 11 (7.69%) Scala Software Engineer
12 9 (6.29%) DevOps Engineer
12 9 (6.29%) Linux Systems Engineer
12 9 (6.29%) Systems Engineer
13 7 (4.90%) Database Engineer
13 7 (4.90%) Senior Linux Engineer
Libraries, Frameworks & Software Standards
1 59 (41.26%) Spring
2 55 (38.46%) Kafka
3 43 (30.07%) Spring Boot
4 40 (27.97%) RabbitMQ
5 28 (19.58%) Node.js
6 23 (16.08%) Spark Streaming
7 20 (13.99%) AngularJS
8 18 (12.59%) RESTful
9 15 (10.49%) React
10 13 (9.09%) Web Services
11 11 (7.69%) Apache Camel
12 7 (4.90%) JAX-RS
13 6 (4.20%) J2EE
13 6 (4.20%) Middleware
13 6 (4.20%) TensorFlow
14 5 (3.50%) Grails
14 5 (3.50%) Hibernate
14 5 (3.50%) NumPy
14 5 (3.50%) Ruby on Rails
15 4 (2.80%) jQuery
Miscellaneous
1 13 (9.09%) Cloud Native
2 7 (4.90%) Fintech
2 7 (4.90%) Self-Motivation
2 7 (4.90%) User Experience
3 6 (4.20%) Algorithms
3 6 (4.20%) Greenfield Project
4 4 (2.80%) Clustering
5 2 (1.40%) Robotics
6 1 (0.70%) Analytical Skills
6 1 (0.70%) Data Centre
6 1 (0.70%) Private Cloud
Operating Systems
1 29 (20.28%) Linux
2 24 (16.78%) Unix
3 5 (3.50%) Ubuntu
4 4 (2.80%) Red Hat Enterprise Linux
5 2 (1.40%) Windows
6 1 (0.70%) CentOS
6 1 (0.70%) DC/OS
6 1 (0.70%) Mac OS
Processes & Methodologies
1 85 (59.44%) Agile Software Development
2 80 (55.94%) DevOps
3 67 (46.85%) Software Engineering
4 46 (32.17%) Microservices
5 39 (27.27%) Continuous Integration
6 35 (24.48%) Analytics
6 35 (24.48%) Mentoring
7 31 (21.68%) Data Engineering
7 31 (21.68%) Machine Learning
8 27 (18.88%) ETL
8 27 (18.88%) Open Source
9 24 (16.78%) Coaching
10 23 (16.08%) Data Analysis
10 23 (16.08%) Data Integration
10 23 (16.08%) Data Reconciliation
10 23 (16.08%) Data Transformation
10 23 (16.08%) TDD
10 23 (16.08%) Use Case
11 16 (11.19%) Configuration Management
11 16 (11.19%) OOP
Programming Languages
1 110 (76.92%) Java
2 69 (48.25%) SQL
3 53 (37.06%) Python
4 49 (34.27%) Scala
5 47 (32.87%) Java 8
6 28 (19.58%) JavaScript
7 18 (12.59%) Bash Shell
8 17 (11.89%) Kotlin
9 16 (11.19%) Groovy
10 7 (4.90%) Ruby
11 6 (4.20%) Shell Script
11 6 (4.20%) TypeScript
12 5 (3.50%) R
13 3 (2.10%) C++
13 3 (2.10%) MATLAB
14 1 (0.70%) C
14 1 (0.70%) C#
Qualifications
1 15 (10.49%) AWS Certification
2 12 (8.39%) Security Cleared
3 8 (5.59%) SC Cleared
4 4 (2.80%) PhD
5 3 (2.10%) Degree
5 3 (2.10%) DV Cleared
6 2 (1.40%) Master's Degree
Quality Assurance & Compliance
1 7 (4.90%) QA
System Software
1 48 (33.57%) Docker
2 28 (19.58%) HDFS
3 23 (16.08%) Apache Flume
4 6 (4.20%) Apache ZooKeeper
5 1 (0.70%) KVM
5 1 (0.70%) pfSense
5 1 (0.70%) Varnish
Systems Management
1 34 (23.78%) Opscode Chef
2 25 (17.48%) Kubernetes
3 23 (16.08%) Oozie
3 23 (16.08%) Puppet
4 13 (9.09%) Ansible
5 6 (4.20%) Cobbler
5 6 (4.20%) Hadoop YARN
6 1 (0.70%) Graphite
6 1 (0.70%) Graylog
6 1 (0.70%) HAProxy
6 1 (0.70%) logstash
6 1 (0.70%) Mesos
6 1 (0.70%) ZABBIX
Vendors
1 34 (23.78%) Oracle
2 27 (18.88%) Cloudera
2 27 (18.88%) Hortonworks
3 6 (4.20%) Splunk
4 4 (2.80%) MapR
4 4 (2.80%) Teradata
5 1 (0.70%) Ab Initio
5 1 (0.70%) Cisco
5 1 (0.70%) Google
5 1 (0.70%) Polycom
5 1 (0.70%) SaltStack
5 1 (0.70%) Talend