Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 3 July 2022 with a comparison to the same period in the previous 2 years.

Apache Cassandra
UK > Work from Home
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 607 435 265
Rank change year-on-year -172 -170 +6
Permanent jobs citing Apache Cassandra 274 188 42
As % of all permanent jobs with a WFH option 0.35% 0.50% 0.47%
As % of the Database & Business Intelligence category 1.16% 1.62% 1.62%
Number of salaries quoted 143 147 33
10th Percentile £53,000 £42,500 £42,500
25th Percentile £62,500 £56,250 £47,500
Median annual salary (50th Percentile) £75,000 £75,000 £67,500
Median % change year-on-year - +11.11% -3.57%
75th Percentile £95,625 £87,500 £82,500
90th Percentile £110,000 £97,500 £90,000
UK median annual salary £78,750 £75,000 £72,500
% change year-on-year +5.00% +3.45% +3.57%

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 with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 23,696 11,577 2,598
As % of all permanent jobs with a WFH option 29.89% 30.80% 28.98%
Number of salaries quoted 11,290 8,754 2,213
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +8.91%

Apache Cassandra
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Apache Cassandra as a proportion of all IT jobs advertised.

Apache Cassandra trend for jobs with a WFH option

Apache Cassandra
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Apache Cassandra.

Apache Cassandra salary trend for jobs with a WFH option

Apache Cassandra
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Apache Cassandra over the 6 months to 3 July 2022.

Apache Cassandra salary histogram for jobs with a WFH option

For the 6 months to 3 July 2022, Apache Cassandra job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Apache Cassandra.

1 173 (63.14%) Agile
2 156 (56.93%) AWS
3 150 (54.74%) Java
4 148 (54.01%) Kafka
5 145 (52.92%) CI/CD
6 132 (48.18%) Docker
7 120 (43.80%) Kubernetes
8 109 (39.78%) MongoDB
9 104 (37.96%) Python
10 103 (37.59%) Microservices
11 99 (36.13%) SQL
12 97 (35.40%) NoSQL
13 95 (34.67%) PostgreSQL
14 94 (34.31%) Software Engineering
15 93 (33.94%) DevOps
16 84 (30.66%) JavaScript
17 80 (29.20%) Scala
18 72 (26.28%) MySQL
18 72 (26.28%) React
19 68 (24.82%) Social Skills
20 66 (24.09%) Hadoop
20 66 (24.09%) Azure
20 66 (24.09%) Git (software)
21 63 (22.99%) Elasticsearch
22 62 (22.63%) Jenkins
23 55 (20.07%) Finance
23 55 (20.07%) GCP
24 51 (18.61%) Redis
24 51 (18.61%) Continuous Integration
25 50 (18.25%) Akka

Apache Cassandra
Co-occurring IT Skills with a WFH Option 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 44 (16.06%) Apache Spark
2 18 (6.57%) Confluence
3 14 (5.11%) Apache
4 13 (4.74%) Apache Airflow
5 12 (4.38%) Apache Pulsar
6 10 (3.65%) Luigi
7 9 (3.28%) Tomcat
8 7 (2.55%) Apache Pig
9 5 (1.82%) Apache Solr
9 5 (1.82%) IBM Domino
10 4 (1.46%) OpenStack
11 3 (1.09%) JBoss
11 3 (1.09%) nginx
12 2 (0.73%) OpenWhisk
Applications
1 6 (2.19%) Photoshop
1 6 (2.19%) Sketch
Business Applications
1 9 (3.28%) Payment Gateway
Cloud Services
1 156 (56.93%) AWS
2 66 (24.09%) Azure
3 55 (20.07%) GCP
4 42 (15.33%) GitHub
5 31 (11.31%) Amazon S3
6 14 (5.11%) SaaS
7 12 (4.38%) Amazon EC2
7 12 (4.38%) Amazon Kinesis
7 12 (4.38%) MinIO
7 12 (4.38%) OpenShift
8 11 (4.01%) Azure DevOps
8 11 (4.01%) Snowflake
9 10 (3.65%) GitHub Actions
10 8 (2.92%) Azure Event Grid
10 8 (2.92%) Azure Logic Apps
10 8 (2.92%) Azure Service Bus
10 8 (2.92%) Matillion
10 8 (2.92%) Serverless
11 7 (2.55%) PaaS
12 6 (2.19%) Cloud Computing
Communications & Networking
1 49 (17.88%) HTTP
2 15 (5.47%) DNS
3 12 (4.38%) VLAN
4 7 (2.55%) Internet
5 5 (1.82%) Broadband
5 5 (1.82%) RIP
6 3 (1.09%) DHCP
6 3 (1.09%) Firewall
7 2 (0.73%) Extranet
7 2 (0.73%) Intranet
Database & Business Intelligence
1 109 (39.78%) MongoDB
2 97 (35.40%) NoSQL
3 95 (34.67%) PostgreSQL
4 72 (26.28%) MySQL
5 66 (24.09%) Hadoop
6 63 (22.99%) Elasticsearch
7 51 (18.61%) Redis
8 46 (16.79%) SQL Server
9 40 (14.60%) Big Data
10 33 (12.04%) DynamoDB
11 32 (11.68%) Relational Database
12 19 (6.93%) Data Warehouse
13 16 (5.84%) ArangoDB
14 15 (5.47%) SQL Server Integration Services
15 13 (4.74%) Amazon RDS
16 12 (4.38%) Aerospike
16 12 (4.38%) CockroachDB
16 12 (4.38%) Couchbase
16 12 (4.38%) HBase
16 12 (4.38%) Scylla
Development Applications
1 66 (24.09%) Git (software)
2 62 (22.63%) Jenkins
3 47 (17.15%) GitLab
4 44 (16.06%) JIRA
5 30 (10.95%) Maven
6 14 (5.11%) JUnit
7 13 (4.74%) Gradle
8 12 (4.38%) Cucumber
9 11 (4.01%) Bitbucket
10 9 (3.28%) git-flow
11 8 (2.92%) Selenium
12 7 (2.55%) Gatling
13 6 (2.19%) Jasmine
14 5 (1.82%) Atlassian Bamboo
14 5 (1.82%) GoCD
14 5 (1.82%) IntelliJ
14 5 (1.82%) Protractor
14 5 (1.82%) TeamCity
14 5 (1.82%) Vagrant
15 4 (1.46%) Mockito
General
1 68 (24.82%) Social Skills
2 55 (20.07%) Finance
3 47 (17.15%) Games
4 23 (8.39%) Banking
5 18 (6.57%) Marketing
6 8 (2.92%) Public Sector
7 6 (2.19%) Analytical Skills
7 6 (2.19%) Automotive
8 5 (1.82%) Retail
9 3 (1.09%) Financial Institution
9 3 (1.09%) Telecoms
10 2 (0.73%) Electronics
10 2 (0.73%) iGaming
10 2 (0.73%) Manufacturing
10 2 (0.73%) Presentation Skills
11 1 (0.36%) Documentation Skills
11 1 (0.36%) Online Betting
Job Titles
1 101 (36.86%) Developer
2 58 (21.17%) Software Engineer
3 45 (16.42%) Java Developer
4 38 (13.87%) Data Engineer
5 30 (10.95%) Scala Developer
6 22 (8.03%) Senior Developer
7 21 (7.66%) Site Reliability Engineer
8 20 (7.30%) Senior Java Developer
8 20 (7.30%) Site Engineer
9 17 (6.20%) DevOps Engineer
10 12 (4.38%) Azure Consultant
10 12 (4.38%) Consultant
11 11 (4.01%) Big Data Engineer
11 11 (4.01%) Front End Developer (Client-Side Developer)
12 10 (3.65%) DBA
13 9 (3.28%) Senior Consultant
14 8 (2.92%) Python Engineer
14 8 (2.92%) React Developer
14 8 (2.92%) Software Developer
15 7 (2.55%) Developer in Test
Libraries, Frameworks & Software Standards
1 148 (54.01%) Kafka
2 72 (26.28%) React
3 50 (18.25%) Akka
4 48 (17.52%) Spring
5 47 (17.15%) .NET
6 40 (14.60%) RabbitMQ
7 34 (12.41%) REST
8 31 (11.31%) Redux
9 27 (9.85%) Spring Boot
10 26 (9.49%) RESTful
11 22 (8.03%) CSS
12 21 (7.66%) Elastic Stack
13 20 (7.30%) Node.js
14 19 (6.93%) HTML
14 19 (6.93%) WebSockets
15 17 (6.20%) JSON
16 15 (5.47%) Web Services
17 13 (4.74%) AngularJS
18 11 (4.01%) SOAP
18 11 (4.01%) XML
Miscellaneous
1 36 (13.14%) Self-Motivation
2 32 (11.68%) Cloud Native
3 27 (9.85%) Sports Betting
4 22 (8.03%) Renewable Energy
5 20 (7.30%) User Experience
6 18 (6.57%) Data Structures
7 17 (6.20%) Virtual Team
8 11 (4.01%) Algorithms
9 9 (3.28%) Blockchain
10 7 (2.55%) Public Cloud
10 7 (2.55%) Video\Live Streaming
11 6 (2.19%) Replication
12 5 (1.82%) Data Protection Act
12 5 (1.82%) Hybrid Cloud
12 5 (1.82%) Mobile App
12 5 (1.82%) Private Cloud
13 3 (1.09%) FMCG
14 2 (0.73%) IoT
14 2 (0.73%) Social Media
15 1 (0.36%) Digital Media
Operating Systems
1 45 (16.42%) Linux
2 18 (6.57%) Unix
3 11 (4.01%) Windows
4 9 (3.28%) Debian
4 9 (3.28%) Ubuntu
5 6 (2.19%) Android
6 5 (1.82%) Apple iOS
7 4 (1.46%) CentOS
Processes & Methodologies
1 173 (63.14%) Agile
2 145 (52.92%) CI/CD
3 103 (37.59%) Microservices
4 94 (34.31%) Software Engineering
5 93 (33.94%) DevOps
6 51 (18.61%) Continuous Integration
7 48 (17.52%) Scrum
8 44 (16.06%) TDD
9 43 (15.69%) Computer Science
10 42 (15.33%) Mentoring
11 39 (14.23%) Site Reliability Engineering
12 31 (11.31%) BDD
13 30 (10.95%) Test Automation
14 28 (10.22%) Analytics
14 28 (10.22%) ETL
15 26 (9.49%) Event-Driven
16 25 (9.12%) Test Scripting
17 24 (8.76%) Machine Learning
18 23 (8.39%) Data Pipeline
18 23 (8.39%) Manual Testing
Programming Languages
1 150 (54.74%) Java
2 104 (37.96%) Python
3 99 (36.13%) SQL
4 84 (30.66%) JavaScript
5 80 (29.20%) Scala
6 49 (17.88%) C#
7 38 (13.87%) Bash
8 34 (12.41%) Go
9 16 (5.84%) Kotlin
10 13 (4.74%) TypeScript
11 12 (4.38%) C++
12 10 (3.65%) Ruby
13 9 (3.28%) Shell Script
14 6 (2.19%) Rust
15 5 (1.82%) Perl
15 5 (1.82%) R
16 4 (1.46%) ES6
16 4 (1.46%) ES7
17 3 (1.09%) PHP
17 3 (1.09%) PowerShell
Qualifications
1 40 (14.60%) Degree
2 16 (5.84%) Computer Science Degree
3 12 (4.38%) Security Cleared
4 9 (3.28%) Master's Degree
4 9 (3.28%) SC Cleared
5 3 (1.09%) AWS Certification
5 3 (1.09%) MCSA
5 3 (1.09%) MCSE
5 3 (1.09%) Microsoft Certification
5 3 (1.09%) Six Sigma Black Belt
6 1 (0.36%) BPSS Clearance
Quality Assurance & Compliance
1 14 (5.11%) QA
2 6 (2.19%) SLA
3 3 (1.09%) Data Quality
System Software
1 132 (48.18%) Docker
2 13 (4.74%) Virtual Machines
3 11 (4.01%) Apache ZooKeeper
4 5 (1.82%) Apache Flume
5 4 (1.46%) etcd
5 4 (1.46%) HDFS
6 1 (0.36%) LXC
Systems Management
1 120 (43.80%) Kubernetes
2 37 (13.50%) Terraform
3 35 (12.77%) Ansible
4 26 (9.49%) Puppet
5 23 (8.39%) Opscode Chef
6 20 (7.30%) Grafana
7 19 (6.93%) Prometheus
8 15 (5.47%) HAProxy
9 14 (5.11%) Salt
10 12 (4.38%) Docker Swarm
10 12 (4.38%) Graphite
11 10 (3.65%) Kibana
12 9 (3.28%) Consul
13 2 (0.73%) Kubeflow
13 2 (0.73%) Rundeck
14 1 (0.36%) Microsoft Clustering
Vendors
1 31 (11.31%) Oracle
2 17 (6.20%) Splunk
3 15 (5.47%) Microsoft
4 14 (5.11%) New Relic
5 10 (3.65%) Google
6 8 (2.92%) Databricks
7 6 (2.19%) Adobe
8 5 (1.82%) Twitter
9 3 (1.09%) F5
9 3 (1.09%) Salesforce.com
9 3 (1.09%) VMware
10 2 (0.73%) IBM
10 2 (0.73%) SAP
10 2 (0.73%) Talend
10 2 (0.73%) Terracotta
11 1 (0.36%) Cisco
11 1 (0.36%) Hortonworks
11 1 (0.36%) Informatica
11 1 (0.36%) Red Hat
11 1 (0.36%) Teradata