Period
to 25 March 2019

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

Apache Cassandra
UK > Scotland
6 months to
25 Mar 2019
Same period 2018 Same period 2017
Rank 129 122 187
Rank change year-on-year -7 +65 +7
Permanent jobs citing Apache Cassandra 95 118 17
As % of all permanent IT jobs advertised in Scotland 1.84% 2.08% 0.36%
As % of the Database & Business Intelligence category 5.78% 6.64% 1.03%
Number of salaries quoted 77 55 14
Scotland median annual salary £45,000 £54,000 £50,500
Median salary % change year-on-year -16.67% +6.93% +12.22%
10th Percentile £26,250 £37,500 £35,000
90th Percentile £62,308 £73,750 £80,000
UK median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% -

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 1,645 1,777 1,644
As % of all permanent IT jobs advertised in Scotland 31.88% 31.25% 35.29%
Number of salaries quoted 1,118 1,221 1,013
Scotland median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +4.14%
10th Percentile £30,000 £28,747 £28,800
90th Percentile £65,000 £67,500 £65,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 25 March 2019.

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 25 March 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
Glasgow -10 47 £45,000 -16.67%
Edinburgh +4 44 £35,000 -41.67%
West Lothian - 4 £42,500 -
Apache Cassandra
UK

For the 6 months to 25 March 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 Scotland region with a requirement for Apache Cassandra.

1 70 (73.68%) Python
2 57 (60.00%) NoSQL
3 51 (53.68%) SQL
4 49 (51.58%) Test Automation
5 43 (45.26%) Relational Database
6 38 (40.00%) Analytics
6 38 (40.00%) PostgreSQL
7 37 (38.95%) Finance
8 36 (37.89%) XML
8 36 (37.89%) Continuous Integration
9 35 (36.84%) TDD
10 34 (35.79%) Refactoring
10 34 (35.79%) OO
10 34 (35.79%) BDD
11 33 (34.74%) Virtual Team
11 33 (34.74%) Java
11 33 (34.74%) Middleware
12 32 (33.68%) MQSeries
12 32 (33.68%) XML Schema
12 32 (33.68%) XPath
12 32 (33.68%) System Testing
12 32 (33.68%) Unit Testing
12 32 (33.68%) Complex Event Processing
12 32 (33.68%) Continuous Deployment
12 32 (33.68%) Domain Models
12 32 (33.68%) Sprint Retrospective
12 32 (33.68%) Sprint Planning
12 32 (33.68%) Bigtable
13 30 (31.58%) Big Data
14 27 (28.42%) Linux

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 32 (33.68%) MQSeries
2 13 (13.68%) Apache Spark
3 8 (8.42%) SAS
4 7 (7.37%) Apache
5 4 (4.21%) JBoss
5 4 (4.21%) Oracle HTTP Server
6 1 (1.05%) Cloud Foundry
Cloud Services
1 4 (4.21%) Amazon AWS
1 4 (4.21%) Amazon SQS
1 4 (4.21%) Google Cloud Platform
1 4 (4.21%) Microsoft Azure
2 2 (2.11%) GitHub
Communications & Networking
1 8 (8.42%) HTTP
2 4 (4.21%) TCP/IP
Database & Business Intelligence
1 57 (60.00%) NoSQL
2 43 (45.26%) Relational Database
3 38 (40.00%) PostgreSQL
4 32 (33.68%) Bigtable
5 30 (31.58%) Big Data
6 21 (22.11%) MongoDB
7 11 (11.58%) MySQL
8 9 (9.47%) Data Warehouse
8 9 (9.47%) Hadoop
9 8 (8.42%) BusinessObjects
9 8 (8.42%) QlikView
10 6 (6.32%) Amazon Aurora
10 6 (6.32%) Crystal Reports
10 6 (6.32%) Oracle Reports
10 6 (6.32%) Pentaho
10 6 (6.32%) SQL Server
11 5 (5.26%) RDBMS
12 4 (4.21%) Cosmos DB
12 4 (4.21%) CouchDB
13 1 (1.05%) HSQLDB
Development Applications
1 14 (14.74%) Git (software)
2 9 (9.47%) Artifactory
2 9 (9.47%) GoCD
3 8 (8.42%) ERwin
4 5 (5.26%) JUnit
5 4 (4.21%) ClearCase
5 4 (4.21%) CppUnit
6 1 (1.05%) Ant
6 1 (1.05%) Cucumber
6 1 (1.05%) Jenkins
6 1 (1.05%) Maven
6 1 (1.05%) Mockito
6 1 (1.05%) Oracle Forms
6 1 (1.05%) Pylint
6 1 (1.05%) Spock
General
1 37 (38.95%) Finance
2 13 (13.68%) Banking
3 8 (8.42%) Retail
Job Titles
1 51 (53.68%) Python Engineer
2 13 (13.68%) Junior
3 12 (12.63%) Java Engineer
4 11 (11.58%) Developer
5 8 (8.42%) Architect
5 8 (8.42%) Data Scientist
6 6 (6.32%) Analyst
6 6 (6.32%) Data Analyst
7 5 (5.26%) Data Architect
7 5 (5.26%) DevOps Engineer
7 5 (5.26%) Full Stack Developer
7 5 (5.26%) Junior DevOps
7 5 (5.26%) Junior DevOps Engineer
7 5 (5.26%) Lead Developer
7 5 (5.26%) Software Developer
7 5 (5.26%) Software Engineer
8 4 (4.21%) Java Developer
8 4 (4.21%) Lead Software Developer
9 3 (3.16%) .NET Developer
9 3 (3.16%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 36 (37.89%) XML
2 33 (34.74%) Middleware
3 32 (33.68%) XML Schema
4 15 (15.79%) Kafka
5 13 (13.68%) NumPy
5 13 (13.68%) Pandas
6 11 (11.58%) AngularJS
7 10 (10.53%) RESTful
8 8 (8.42%) Elastic Stack
8 8 (8.42%) scikit-learn
9 7 (7.37%) .NET
9 7 (7.37%) React
10 6 (6.32%) HTML
10 6 (6.32%) HTML5
11 5 (5.26%) .NET Framework
11 5 (5.26%) CSS
11 5 (5.26%) JSON
11 5 (5.26%) MEAN Stack
11 5 (5.26%) Node.js
11 5 (5.26%) Twitter Bootstrap
Miscellaneous
1 33 (34.74%) Virtual Team
2 10 (10.53%) Management Information System
3 9 (9.47%) Analytical Skills
4 8 (8.42%) Algorithms
4 8 (8.42%) Fintech
4 8 (8.42%) Robotics
5 2 (2.11%) Linux Command Line
6 1 (1.05%) Greenfield Project
6 1 (1.05%) Smart Meter
Operating Systems
1 27 (28.42%) Linux
Processes & Methodologies
1 49 (51.58%) Test Automation
2 38 (40.00%) Analytics
3 36 (37.89%) Continuous Integration
4 35 (36.84%) TDD
5 34 (35.79%) BDD
5 34 (35.79%) OO
5 34 (35.79%) Refactoring
6 32 (33.68%) Complex Event Processing
6 32 (33.68%) Continuous Deployment
6 32 (33.68%) Domain Models
6 32 (33.68%) Sprint Planning
6 32 (33.68%) Sprint Retrospective
6 32 (33.68%) System Testing
6 32 (33.68%) Unit Testing
7 24 (25.26%) Agile Software Development
7 24 (25.26%) Data Science
8 23 (24.21%) Data Modelling
9 16 (16.84%) Software Engineering
9 16 (16.84%) Visualisation
10 15 (15.79%) DevOps
Programming Languages
1 70 (73.68%) Python
2 51 (53.68%) SQL
3 33 (34.74%) Java
4 32 (33.68%) XPath
5 21 (22.11%) C#
6 17 (17.89%) C++
7 13 (13.68%) Ruby
8 11 (11.58%) Scala
9 6 (6.32%) T-SQL
10 5 (5.26%) C
10 5 (5.26%) JavaScript
11 4 (4.21%) Perl
11 4 (4.21%) PL/SQL
11 4 (4.21%) Shell Script
12 2 (2.11%) Java 8
13 1 (1.05%) R
Qualifications
1 13 (13.68%) Degree
2 3 (3.16%) Computer Science Degree
Quality Assurance & Compliance
1 6 (6.32%) GDPR
2 5 (5.26%) Data Quality
System Software
1 12 (12.63%) Docker
Systems Management
1 15 (15.79%) Terraform
2 13 (13.68%) Kubernetes
3 9 (9.47%) Prometheus
4 5 (5.26%) Ansible
4 5 (5.26%) Opscode Chef
4 5 (5.26%) Salt
Vendors
1 17 (17.89%) Oracle
2 9 (9.47%) PagerDuty
2 9 (9.47%) TIBCO
3 8 (8.42%) Cloudera
3 8 (8.42%) Informatica
3 8 (8.42%) SAP
3 8 (8.42%) Splunk
3 8 (8.42%) Tableau
3 8 (8.42%) Vertica
4 4 (4.21%) Google
5 1 (1.05%) IBM
5 1 (1.05%) Sybase