Period
to 12 December 2018

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 12 December 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
UK > Scotland
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 124 190 184
Rank change year-on-year +66 -6 +24
Permanent jobs citing Apache Cassandra 106 40 29
As % of all permanent IT jobs advertised in Scotland 1.99% 0.71% 0.57%
As % of the Database & Business Intelligence category 6.22% 2.10% 1.81%
Number of salaries quoted 87 28 16
Scotland median annual salary £45,000 £70,000 £40,000
Median salary % change year-on-year -35.71% +75.00% -38.46%
10th Percentile £26,250 £41,000 £35,000
90th Percentile £68,500 £111,750 £75,000
UK median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -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 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 1,704 1,907 1,598
As % of all permanent IT jobs advertised in Scotland 31.99% 33.99% 31.61%
Number of salaries quoted 1,228 1,201 997
Scotland median annual salary £45,000 £42,500 £43,000
Median salary % change year-on-year +5.88% -1.16% +3.61%
10th Percentile £30,000 £28,000 £28,750
90th Percentile £65,900 £62,000 £62,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Apache Cassandra
Job Vacancy Trend in Scotland

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

Job vacancy trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Trend in Scotland

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

Salary trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Histogram in Scotland

The salary distribution of IT jobs citing Apache Cassandra in Scotland over the 6 months to 12 December 2018.

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 12 December 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
Glasgow +43 67 £45,000 -35.71% 4
Edinburgh +26 33 £30,000 -57.14% 4
West Lothian - 6 - - 2
Apache Cassandra
UK

For the 6 months to 12 December 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 Scotland region with a requirement for Apache Cassandra.

1 90 (84.91%) Python
2 76 (71.70%) Test Automation
3 65 (61.32%) NoSQL
4 64 (60.38%) Java
4 64 (60.38%) SQL
5 58 (54.72%) Relational Database
6 56 (52.83%) XML
6 56 (52.83%) TDD
7 55 (51.89%) Refactoring
7 55 (51.89%) OO
8 54 (50.94%) Continuous Integration
8 54 (50.94%) BDD
9 53 (50.00%) Finance
10 50 (47.17%) PostgreSQL
10 50 (47.17%) XML Schema
10 50 (47.17%) Middleware
10 50 (47.17%) MQSeries
10 50 (47.17%) Complex Event Processing
10 50 (47.17%) Unit Testing
10 50 (47.17%) System Testing
10 50 (47.17%) XPath
10 50 (47.17%) Continuous Deployment
10 50 (47.17%) Virtual Team
10 50 (47.17%) Domain Models
10 50 (47.17%) Bigtable
11 36 (33.96%) Agile Software Development
11 36 (33.96%) C#
12 34 (32.08%) C++
13 30 (28.30%) Ruby
14 29 (27.36%) Analytics

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 50 (47.17%) MQSeries
2 18 (16.98%) Apache Spark
3 6 (5.66%) Apache
3 6 (5.66%) JBoss
3 6 (5.66%) Oracle HTTP Server
4 2 (1.89%) Apache Solr
4 2 (1.89%) GemFire
5 1 (0.94%) SAS
Cloud Services
1 5 (4.72%) Amazon AWS
2 3 (2.83%) PaaS
3 2 (1.89%) Amazon SQS
3 2 (1.89%) GitHub
3 2 (1.89%) Google Cloud Platform
3 2 (1.89%) Microsoft Azure
Communications & Networking
1 8 (7.55%) HTTP
2 6 (5.66%) TCP/IP
Database & Business Intelligence
1 65 (61.32%) NoSQL
2 58 (54.72%) Relational Database
3 50 (47.17%) Bigtable
3 50 (47.17%) PostgreSQL
4 22 (20.75%) Big Data
5 15 (14.15%) MongoDB
6 8 (7.55%) MySQL
7 6 (5.66%) SQL Server
8 5 (4.72%) RDBMS
9 3 (2.83%) Crystal Reports
9 3 (2.83%) Oracle Reports
9 3 (2.83%) Pentaho
10 2 (1.89%) Cosmos DB
10 2 (1.89%) CouchDB
11 1 (0.94%) BusinessObjects
11 1 (0.94%) Data Warehouse
11 1 (0.94%) Hadoop
11 1 (0.94%) QlikView
Development Applications
1 13 (12.26%) Git (software)
2 8 (7.55%) JUnit
3 6 (5.66%) ClearCase
3 6 (5.66%) CppUnit
4 3 (2.83%) Artifactory
4 3 (2.83%) GoCD
5 2 (1.89%) Jenkins
5 2 (1.89%) Maven
6 1 (0.94%) ERwin
6 1 (0.94%) Oracle Forms
6 1 (0.94%) Pylint
General
1 53 (50.00%) Finance
2 4 (3.77%) Banking
3 2 (1.89%) Investment Banking
3 2 (1.89%) Law
Job Titles
1 58 (54.72%) Python Engineer
2 27 (25.47%) Java Engineer
3 14 (13.21%) Development Manager
3 14 (13.21%) Junior
3 14 (13.21%) Technical Development Manager
3 14 (13.21%) Technical Leader
3 14 (13.21%) Technical Manager
4 11 (10.38%) Software Engineer
5 8 (7.55%) Developer
6 6 (5.66%) DevOps Engineer
6 6 (5.66%) Junior DevOps
6 6 (5.66%) Junior DevOps Engineer
7 5 (4.72%) Full Stack Developer
8 3 (2.83%) Analyst
8 3 (2.83%) Data Analyst
8 3 (2.83%) Designer
8 3 (2.83%) Java Developer
8 3 (2.83%) Senior Software Engineer
8 3 (2.83%) Software Developer
8 3 (2.83%) Solutions Designer
Libraries, Frameworks & Software Standards
1 56 (52.83%) XML
2 50 (47.17%) Middleware
2 50 (47.17%) XML Schema
3 14 (13.21%) AngularJS
4 12 (11.32%) Kafka
5 9 (8.49%) .NET
6 8 (7.55%) React
7 7 (6.60%) Node.js
8 6 (5.66%) JSON
8 6 (5.66%) RESTful
8 6 (5.66%) SOAP
8 6 (5.66%) WebSockets
9 5 (4.72%) .NET Framework
9 5 (4.72%) CSS
9 5 (4.72%) CSS3
9 5 (4.72%) HTML
9 5 (4.72%) HTML5
9 5 (4.72%) MEAN Stack
9 5 (4.72%) Twitter Bootstrap
10 3 (2.83%) J2EE
Miscellaneous
1 50 (47.17%) Virtual Team
2 9 (8.49%) Management Information System
3 5 (4.72%) Analytical Skills
4 3 (2.83%) Greenfield Project
5 2 (1.89%) Linux Command Line
5 2 (1.89%) Self-Motivation
6 1 (0.94%) Smart Meter
Operating Systems
1 21 (19.81%) Linux
Processes & Methodologies
1 76 (71.70%) Test Automation
2 56 (52.83%) TDD
3 55 (51.89%) OO
3 55 (51.89%) Refactoring
4 54 (50.94%) BDD
4 54 (50.94%) Continuous Integration
5 50 (47.17%) Complex Event Processing
5 50 (47.17%) Continuous Deployment
5 50 (47.17%) Domain Models
5 50 (47.17%) System Testing
5 50 (47.17%) Unit Testing
6 36 (33.96%) Agile Software Development
7 29 (27.36%) Analytics
8 27 (25.47%) Software Engineering
9 25 (23.58%) OOA/OOD
9 25 (23.58%) OOP
10 19 (17.92%) Data Analytics
10 19 (17.92%) Microservices
11 16 (15.09%) DevOps
11 16 (15.09%) Mentoring
Programming Languages
1 90 (84.91%) Python
2 64 (60.38%) Java
2 64 (60.38%) SQL
3 50 (47.17%) XPath
4 36 (33.96%) C#
5 34 (32.08%) C++
6 30 (28.30%) Ruby
7 9 (8.49%) C
7 9 (8.49%) JavaScript
8 7 (6.60%) Scala
9 6 (5.66%) Perl
9 6 (5.66%) PL/SQL
9 6 (5.66%) Shell Script
10 3 (2.83%) Java 8
10 3 (2.83%) T-SQL
11 2 (1.89%) Go
11 2 (1.89%) R
Qualifications
1 14 (13.21%) Degree
2 3 (2.83%) Computer Science Degree
Quality Assurance & Compliance
1 3 (2.83%) GDPR
2 1 (0.94%) Data Quality
System Software
1 9 (8.49%) Docker
Systems Management
1 13 (12.26%) Terraform
2 11 (10.38%) Kubernetes
3 8 (7.55%) Ansible
3 8 (7.55%) Opscode Chef
4 6 (5.66%) Salt
5 3 (2.83%) Prometheus
6 2 (1.89%) Packer
Vendors
1 17 (16.04%) Oracle
2 3 (2.83%) PagerDuty
3 2 (1.89%) Google
4 1 (0.94%) Cloudera
4 1 (0.94%) Informatica
4 1 (0.94%) SAP
4 1 (0.94%) Tableau
4 1 (0.94%) TIBCO
4 1 (0.94%) Vertica