Period
to 27 May 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 27 May 2019 with a comparison to the same period in the previous 2 years.

Apache Cassandra
Scotland > Edinburgh
6 months to
27 May 2019
Same period 2018 Same period 2017
Rank 133 112 129
Rank change year-on-year -21 +17 +10
Permanent jobs citing Apache Cassandra 27 34 7
As % of all permanent IT jobs advertised in Edinburgh 1.04% 1.30% 0.32%
As % of the Database & Business Intelligence category 3.84% 4.89% 0.92%
Number of salaries quoted 25 5 7
Edinburgh median annual salary £35,000 £60,000 £50,500
Median salary % change year-on-year -41.67% +18.81% +102.00%
10th Percentile £27,500 £45,500 £39,750
90th Percentile £75,619 £93,000 £53,500
Scotland median annual salary £45,000 £45,000 £80,000
% change year-on-year - -43.75% +100.00%

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 Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 703 696 764
As % of all permanent IT jobs advertised in Edinburgh 27.16% 26.54% 34.41%
Number of salaries quoted 485 464 496
Edinburgh median annual salary £42,178 £42,500 £43,500
Median salary % change year-on-year -0.76% -2.30% -3.33%
10th Percentile £27,750 £28,000 £28,750
90th Percentile £66,800 £67,425 £70,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Apache Cassandra
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Apache Cassandra in Edinburgh

Apache Cassandra
Salary Trend in Edinburgh

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

Salary trend for Apache Cassandra in Edinburgh

Apache Cassandra
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Apache Cassandra in Edinburgh over the 6 months to 27 May 2019.

Salary histogram for Apache Cassandra in Edinburgh

For the 6 months to 27 May 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 Edinburgh region with a requirement for Apache Cassandra.

1 23 (85.19%) Python
2 18 (66.67%) Data Science
3 16 (59.26%) Analytics
4 14 (51.85%) Linux
5 12 (44.44%) NumPy
5 12 (44.44%) Pandas
6 11 (40.74%) NoSQL
6 11 (40.74%) Software Engineering
6 11 (40.74%) Data Modelling
7 10 (37.04%) Apache Spark
8 9 (33.33%) Java
9 8 (29.63%) PostgreSQL
9 8 (29.63%) Artificial Intelligence
9 8 (29.63%) Agile Software Development
9 8 (29.63%) Banking
9 8 (29.63%) Retail
9 8 (29.63%) Robotics
9 8 (29.63%) Visualisation
9 8 (29.63%) Splunk
9 8 (29.63%) Algorithms
9 8 (29.63%) Data Munging
9 8 (29.63%) Kubernetes
9 8 (29.63%) scikit-learn
9 8 (29.63%) Robotic Process Automation
9 8 (29.63%) Patch Management
9 8 (29.63%) Data Engineering
9 8 (29.63%) Machine Learning
9 8 (29.63%) Big Data
9 8 (29.63%) Kafka
9 8 (29.63%) Systems Engineering

Apache Cassandra
Co-occurring IT Skills in Edinburgh 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 10 (37.04%) Apache Spark
2 3 (11.11%) Apache
3 2 (7.41%) Apache Solr
Cloud Services
1 3 (11.11%) Amazon AWS
1 3 (11.11%) Microsoft Azure
2 1 (3.70%) GitHub
2 1 (3.70%) Google Cloud Platform
Communications & Networking
1 1 (3.70%) Internet
Database & Business Intelligence
1 11 (40.74%) NoSQL
2 8 (29.63%) Big Data
2 8 (29.63%) PostgreSQL
3 6 (22.22%) Amazon Aurora
3 6 (22.22%) Relational Database
4 5 (18.52%) SQL Server
5 4 (14.81%) MongoDB
6 3 (11.11%) Crystal Reports
6 3 (11.11%) MySQL
6 3 (11.11%) Oracle Reports
6 3 (11.11%) Pentaho
7 2 (7.41%) Data Warehouse
7 2 (7.41%) RDBMS
7 2 (7.41%) Sybase ASE
7 2 (7.41%) Sybase IQ
8 1 (3.70%) Redis
8 1 (3.70%) VoltDB
Development Applications
1 7 (25.93%) Artifactory
1 7 (25.93%) GoCD
2 6 (22.22%) Git (software)
3 1 (3.70%) Gradle
3 1 (3.70%) Jenkins
3 1 (3.70%) JUnit
3 1 (3.70%) Maven
General
1 8 (29.63%) Banking
1 8 (29.63%) Retail
2 2 (7.41%) Finance
Job Titles
1 12 (44.44%) Python Engineer
2 8 (29.63%) Data Scientist
3 5 (18.52%) Analyst
4 3 (11.11%) Data Analyst
4 3 (11.11%) Senior Data Scientist
5 2 (7.41%) Developer
6 1 (3.70%) Analyst Developer
6 1 (3.70%) Database Analyst
6 1 (3.70%) Database Developer
6 1 (3.70%) DBA
6 1 (3.70%) Junior
6 1 (3.70%) SQL DBA
6 1 (3.70%) SQL Developer
6 1 (3.70%) Test Analyst
Libraries, Frameworks & Software Standards
1 12 (44.44%) NumPy
1 12 (44.44%) Pandas
2 8 (29.63%) Kafka
2 8 (29.63%) scikit-learn
3 7 (25.93%) Elastic Stack
4 6 (22.22%) RESTful
5 5 (18.52%) Matplotlib
6 3 (11.11%) Apache Flex
6 3 (11.11%) MLlib
7 2 (7.41%) LAPP Stack
8 1 (3.70%) .NET
8 1 (3.70%) .NET Core
8 1 (3.70%) Node.js
8 1 (3.70%) RabbitMQ
8 1 (3.70%) Spring
8 1 (3.70%) Spring Boot
Miscellaneous
1 8 (29.63%) Algorithms
1 8 (29.63%) Fintech
1 8 (29.63%) Robotics
2 6 (22.22%) Analytical Skills
3 3 (11.11%) Management Information System
4 1 (3.70%) Linux Command Line
Operating Systems
1 14 (51.85%) Linux
Processes & Methodologies
1 18 (66.67%) Data Science
2 16 (59.26%) Analytics
3 11 (40.74%) Data Modelling
3 11 (40.74%) Software Engineering
4 8 (29.63%) Agile Software Development
4 8 (29.63%) Artificial Intelligence
4 8 (29.63%) Data Engineering
4 8 (29.63%) Data Munging
4 8 (29.63%) Digital Banking
4 8 (29.63%) Machine Learning
4 8 (29.63%) Patch Management
4 8 (29.63%) Robotic Process Automation
4 8 (29.63%) Systems Engineering
4 8 (29.63%) Visualisation
5 7 (25.93%) Business Development
5 7 (25.93%) Continuous Delivery
5 7 (25.93%) Continuous Improvement
5 7 (25.93%) Test Automation
6 4 (14.81%) Computer Science
7 3 (11.11%) Requirements Analysis
Programming Languages
1 23 (85.19%) Python
2 9 (33.33%) Java
3 7 (25.93%) Scala
4 5 (18.52%) SQL
5 3 (11.11%) T-SQL
6 2 (7.41%) Perl
7 1 (3.70%) Java 8
7 1 (3.70%) JavaScript
7 1 (3.70%) Kotlin
7 1 (3.70%) PHP
Qualifications
1 4 (14.81%) Degree
2 1 (3.70%) Computer Science Degree
Quality Assurance & Compliance
1 3 (11.11%) GDPR
System Software
1 7 (25.93%) Docker
2 2 (7.41%) Apache ZooKeeper
Systems Management
1 8 (29.63%) Kubernetes
2 7 (25.93%) Prometheus
3 6 (22.22%) Terraform
Vendors
1 8 (29.63%) Splunk
2 7 (25.93%) PagerDuty
3 3 (11.11%) Google
3 3 (11.11%) Oracle
4 2 (7.41%) Microsoft
4 2 (7.41%) Red Hat
4 2 (7.41%) SAP
4 2 (7.41%) Sybase