Period
to 1 August 2021

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 1 August 2021 with a comparison to the same period in the previous 2 years.

Apache Cassandra
UK > Scotland
6 months to
1 Aug 2021
Same period 2020 Same period 2019
Rank 174 125 191
Rank change year-on-year -49 +66 -60
Permanent jobs citing Apache Cassandra 28 17 37
As % of all permanent jobs advertised in Scotland 0.64% 0.75% 0.70%
As % of the Database & Business Intelligence category 2.39% 2.64% 2.22%
Number of salaries quoted 20 5 29
10th Percentile £44,500 " £32,500
25th Percentile £51,250 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £47,500 £45,000
Median % change year-on-year +15.79% +5.56% -
75th Percentile £58,938 £55,000 £59,680
90th Percentile £77,250 £62,500 £75,206
UK median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - +16.67%

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Permanent vacancies with a requirement for database or business intelligence skills 1,172 643 1,667
As % of all permanent IT jobs advertised in Scotland 26.58% 28.30% 31.44%
Number of salaries quoted 742 412 1,104
10th Percentile £31,775 £32,500 £30,500
25th Percentile £37,500 £37,500 £34,500
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - -
75th Percentile £58,313 £56,563 £55,000
90th Percentile £70,000 £63,400 £65,000
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

Apache Cassandra
Job Vacancy Trend in Scotland

Job postings citing Apache Cassandra as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Apache Cassandra in Scotland.

Salary trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Histogram in Scotland

Salary distribution for jobs citing Apache Cassandra in Scotland over the 6 months to 1 August 2021.

Salary histogram for Apache Cassandra in Scotland

Apache Cassandra
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Cassandra within the Scotland region over the 6 months to 1 August 2021. 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
Dundee - 14 £55,000 -
Glasgow -26 10 £52,500 +10.53% 3
Edinburgh -40 3 - -
Apache Cassandra
UK

For the 6 months to 1 August 2021, 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 Scotland region with a requirement for Apache Cassandra.

1 24 (85.71%) Java
2 23 (82.14%) Agile Software Development
2 23 (82.14%) Kafka
3 22 (78.57%) Azure
3 22 (78.57%) AWS
4 17 (60.71%) Git (software)
4 17 (60.71%) Software Engineering
5 16 (57.14%) Docker
5 16 (57.14%) GCP
5 16 (57.14%) Kubernetes
6 15 (53.57%) Jenkins
7 14 (50.00%) Big Data
7 14 (50.00%) Continuous Integration
7 14 (50.00%) SaaS
7 14 (50.00%) C#
7 14 (50.00%) DevOps
7 14 (50.00%) Microservices
8 13 (46.43%) Scaled Agile Framework
8 13 (46.43%) Scrum
8 13 (46.43%) MongoDB
9 12 (42.86%) Puppet
9 12 (42.86%) Cloud Computing
9 12 (42.86%) Opscode Chef
9 12 (42.86%) Ansible
10 11 (39.29%) Elasticsearch
10 11 (39.29%) REST
10 11 (39.29%) High Availability
10 11 (39.29%) PaaS
10 11 (39.29%) SQL
11 10 (35.71%) Data Modelling

Apache Cassandra
Co-occurring IT Skills in Scotland 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 11 (39.29%) Elasticsearch
2 5 (17.86%) Apache Spark
3 3 (10.71%) IIS
3 3 (10.71%) JBoss
3 3 (10.71%) nginx
3 3 (10.71%) Oracle SOA Suite
3 3 (10.71%) Tomcat
4 2 (7.14%) Apache
4 2 (7.14%) Apache Airflow
Cloud Services
1 22 (78.57%) AWS
1 22 (78.57%) Azure
2 16 (57.14%) GCP
3 14 (50.00%) SaaS
4 12 (42.86%) Cloud Computing
5 11 (39.29%) PaaS
6 5 (17.86%) Azure Cosmos DB
6 5 (17.86%) Azure Service Bus
6 5 (17.86%) GitHub
6 5 (17.86%) Serverless
7 2 (7.14%) Amazon EMR
Communications & Networking
1 9 (32.14%) Firewall
1 9 (32.14%) SSL
Database & Business Intelligence
1 14 (50.00%) Big Data
2 13 (46.43%) MongoDB
3 9 (32.14%) Hadoop
4 8 (28.57%) NoSQL
5 5 (17.86%) Azure SQL Database
5 5 (17.86%) MySQL
5 5 (17.86%) Relational Database
6 4 (14.29%) Redis
7 3 (10.71%) Couchbase
7 3 (10.71%) SQL Server
8 2 (7.14%) Amazon Redshift
8 2 (7.14%) Apache Hive
8 2 (7.14%) BigQuery
8 2 (7.14%) HBase
8 2 (7.14%) Metadata
8 2 (7.14%) PostgreSQL
8 2 (7.14%) Presto
Development Applications
1 17 (60.71%) Git (software)
2 15 (53.57%) Jenkins
3 9 (32.14%) Artifactory
4 3 (10.71%) Mercurial
4 3 (10.71%) Postman
4 3 (10.71%) REST Assured
4 3 (10.71%) Selenium
4 3 (10.71%) Subversion
4 3 (10.71%) TestNG
4 3 (10.71%) WebDriver
5 1 (3.57%) JIRA
General
1 8 (28.57%) Analytical Skills
2 6 (21.43%) Social Skills
3 5 (17.86%) Finance
4 4 (14.29%) Retail
5 2 (7.14%) Financial Institution
Job Titles
1 9 (32.14%) Site Engineer
1 9 (32.14%) Site Reliability Engineer
2 6 (21.43%) Software Engineer
3 5 (17.86%) Lead Software Engineer
4 4 (14.29%) C# Software Engineer
5 3 (10.71%) Automation Tester
5 3 (10.71%) Developer
5 3 (10.71%) Engineering Manager
5 3 (10.71%) Java Developer
5 3 (10.71%) Software Engineering Manager
5 3 (10.71%) Software Manager
5 3 (10.71%) Tester
6 2 (7.14%) Architect
6 2 (7.14%) Cloud Architect
6 2 (7.14%) Data Architect
6 2 (7.14%) Release Engineer
6 2 (7.14%) Release Train Engineer
7 1 (3.57%) Software Test Engineer
7 1 (3.57%) Test Development Engineer
7 1 (3.57%) Test Engineer
Libraries, Frameworks & Software Standards
1 23 (82.14%) Kafka
2 11 (39.29%) REST
3 8 (28.57%) .NET
3 8 (28.57%) React
4 6 (21.43%) RabbitMQ
4 6 (21.43%) Web Services
5 5 (17.86%) .NET Framework
5 5 (17.86%) AngularJS
5 5 (17.86%) ASP.NET
5 5 (17.86%) ASP.NET Core
5 5 (17.86%) ASP.NET MVC
5 5 (17.86%) Blazor
5 5 (17.86%) Code First Entity Framework
5 5 (17.86%) Entity Framework
6 4 (14.29%) Spring
7 3 (10.71%) ActiveMQ
7 3 (10.71%) Hibernate
7 3 (10.71%) Java EE
7 3 (10.71%) MSMQ
7 3 (10.71%) Twitter Bootstrap
Miscellaneous
1 9 (32.14%) Data Centre
1 9 (32.14%) Hybrid Cloud
1 9 (32.14%) PKI
2 5 (17.86%) Greenfield Project
3 3 (10.71%) Algorithms
3 3 (10.71%) Data Structures
3 3 (10.71%) Enterprise Software
3 3 (10.71%) User Experience
4 2 (7.14%) Enterprise Cloud
4 2 (7.14%) Mobile App
4 2 (7.14%) PMI
4 2 (7.14%) Reference Data
5 1 (3.57%) Self-Motivation
Operating Systems
1 9 (32.14%) Linux
1 9 (32.14%) Windows
1 9 (32.14%) Windows Server
2 2 (7.14%) Android
Processes & Methodologies
1 23 (82.14%) Agile Software Development
2 17 (60.71%) Software Engineering
3 14 (50.00%) Continuous Integration
3 14 (50.00%) DevOps
3 14 (50.00%) Microservices
4 13 (46.43%) Scaled Agile Framework
4 13 (46.43%) Scrum
5 11 (39.29%) High Availability
6 10 (35.71%) Data Modelling
7 9 (32.14%) Configuration Management
7 9 (32.14%) Continuous Deployment
7 9 (32.14%) Problem-Solving
7 9 (32.14%) Site Reliability Engineering
7 9 (32.14%) Technical Leadership
7 9 (32.14%) Visualisation
8 8 (28.57%) Continuous Delivery
8 8 (28.57%) MVC
8 8 (28.57%) OO
8 8 (28.57%) SOA
9 7 (25.00%) Business Intelligence
Programming Languages
1 24 (85.71%) Java
2 14 (50.00%) C#
3 11 (39.29%) SQL
4 9 (32.14%) JavaScript
4 9 (32.14%) Python
4 9 (32.14%) Ruby
4 9 (32.14%) Shell Script
5 5 (17.86%) TypeScript
6 1 (3.57%) Kotlin
Qualifications
1 2 (7.14%) Degree
1 2 (7.14%) PMI Certification
1 2 (7.14%) PMP
Quality Assurance & Compliance
1 3 (10.71%) PCI DSS
1 3 (10.71%) QA
2 2 (7.14%) PMBOK
System Software
1 16 (57.14%) Docker
Systems Management
1 16 (57.14%) Kubernetes
2 12 (42.86%) Ansible
2 12 (42.86%) Opscode Chef
2 12 (42.86%) Puppet
3 9 (32.14%) Terraform
Vendors
1 7 (25.00%) Google
2 3 (10.71%) Oracle
3 2 (7.14%) Apple
3 2 (7.14%) MKS