Period
to 15 December 2018

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

Apache Cassandra
Scotland > Edinburgh
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 116 138 129
Rank change year-on-year +22 -9 +18
Permanent jobs citing Apache Cassandra 34 14 6
As % of all permanent IT jobs advertised in Edinburgh 1.36% 0.53% 0.26%
As % of the Database & Business Intelligence category 5.14% 1.57% 0.96%
Number of salaries quoted 29 9 6
Edinburgh median annual salary £30,000 £70,000 £40,000
Median salary % change year-on-year -57.14% +75.00% -49.69%
10th Percentile £22,500 £42,500 £35,000
90th Percentile £60,000 £111,750 £47,875
Scotland median annual salary £45,000 £68,750 £40,000
% change year-on-year -34.55% +71.88% -38.46%

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 661 889 624
As % of all permanent IT jobs advertised in Edinburgh 26.41% 33.52% 27.28%
Number of salaries quoted 467 572 463
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +9.76%
10th Percentile £27,800 £27,500 £28,950
90th Percentile £68,750 £60,000 £63,750
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +4.82%

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 15 December 2018.

Salary histogram for Apache Cassandra in Edinburgh

For the 6 months to 15 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 Edinburgh region with a requirement for Apache Cassandra.

1 26 (76.47%) Python
2 19 (55.88%) Java
3 18 (52.94%) Analytics
4 17 (50.00%) Agile Software Development
5 16 (47.06%) Linux
5 16 (47.06%) Big Data
6 15 (44.12%) Test Automation
7 13 (38.24%) Apache Spark
7 13 (38.24%) Terraform
8 11 (32.35%) DevOps
8 11 (32.35%) Software Engineering
9 10 (29.41%) Docker
10 8 (23.53%) Data Science
10 8 (23.53%) Mentoring
10 8 (23.53%) MySQL
10 8 (23.53%) Oracle
10 8 (23.53%) MongoDB
10 8 (23.53%) NoSQL
10 8 (23.53%) Data Analytics
10 8 (23.53%) Opscode Chef
10 8 (23.53%) Relational Database
10 8 (23.53%) Ansible
11 7 (20.59%) Kafka
11 7 (20.59%) Node.js
12 6 (17.65%) Degree
12 6 (17.65%) Computer Science
12 6 (17.65%) SQL
12 6 (17.65%) Salt
12 6 (17.65%) Web Operations
12 6 (17.65%) Kubernetes

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 13 (38.24%) Apache Spark
2 2 (5.88%) Apache Solr
Cloud Services
1 2 (5.88%) GitHub
Database & Business Intelligence
1 16 (47.06%) Big Data
2 8 (23.53%) MongoDB
2 8 (23.53%) MySQL
2 8 (23.53%) NoSQL
2 8 (23.53%) Relational Database
3 5 (14.71%) RDBMS
4 3 (8.82%) Crystal Reports
4 3 (8.82%) Oracle Reports
4 3 (8.82%) Pentaho
4 3 (8.82%) SQL Server
5 1 (2.94%) Amazon Aurora
5 1 (2.94%) PostgreSQL
Development Applications
1 4 (11.76%) Artifactory
1 4 (11.76%) GoCD
2 3 (8.82%) Git (software)
3 1 (2.94%) Pylint
General
1 2 (5.88%) Banking
2 1 (2.94%) Finance
Job Titles
1 14 (41.18%) Junior
2 9 (26.47%) Python Engineer
3 8 (23.53%) Development Manager
3 8 (23.53%) Technical Development Manager
3 8 (23.53%) Technical Leader
3 8 (23.53%) Technical Manager
4 6 (17.65%) DevOps Engineer
4 6 (17.65%) Junior DevOps
4 6 (17.65%) Junior DevOps Engineer
5 5 (14.71%) Developer
5 5 (14.71%) Full Stack Developer
6 3 (8.82%) Analyst
6 3 (8.82%) Data Analyst
6 3 (8.82%) Java Developer
7 2 (5.88%) Automation Engineer
7 2 (5.88%) React Developer
8 1 (2.94%) Node.js Developer
8 1 (2.94%) Test Engineer
Libraries, Frameworks & Software Standards
1 7 (20.59%) Kafka
1 7 (20.59%) Node.js
2 5 (14.71%) AngularJS
2 5 (14.71%) CSS
2 5 (14.71%) CSS3
2 5 (14.71%) HTML
2 5 (14.71%) HTML5
2 5 (14.71%) MEAN Stack
2 5 (14.71%) React
2 5 (14.71%) Twitter Bootstrap
3 3 (8.82%) Elastic Stack
3 3 (8.82%) NumPy
3 3 (8.82%) Pandas
4 1 (2.94%) .NET
4 1 (2.94%) .NET Framework
4 1 (2.94%) pytest
4 1 (2.94%) RESTful
Miscellaneous
1 3 (8.82%) Analytical Skills
1 3 (8.82%) Management Information System
2 2 (5.88%) Linux Command Line
3 1 (2.94%) Smart Meter
Operating Systems
1 16 (47.06%) Linux
Processes & Methodologies
1 18 (52.94%) Analytics
2 17 (50.00%) Agile Software Development
3 15 (44.12%) Test Automation
4 11 (32.35%) DevOps
4 11 (32.35%) Software Engineering
5 8 (23.53%) Data Analytics
5 8 (23.53%) Data Science
5 8 (23.53%) Mentoring
6 6 (17.65%) Computer Science
6 6 (17.65%) Web Operations
7 5 (14.71%) Functional Testing
7 5 (14.71%) Microservices
8 3 (8.82%) Business Development
8 3 (8.82%) Continuous Improvement
8 3 (8.82%) Data Analysis
8 3 (8.82%) Data Cleansing
8 3 (8.82%) Data Modelling
8 3 (8.82%) Database Tuning
8 3 (8.82%) Performance Tuning
8 3 (8.82%) Requirements Analysis
Programming Languages
1 26 (76.47%) Python
2 19 (55.88%) Java
3 6 (17.65%) SQL
4 5 (14.71%) Scala
5 3 (8.82%) T-SQL
6 2 (5.88%) Go
6 2 (5.88%) Ruby
Qualifications
1 6 (17.65%) Degree
2 3 (8.82%) Computer Science Degree
Quality Assurance & Compliance
1 3 (8.82%) GDPR
System Software
1 10 (29.41%) Docker
Systems Management
1 13 (38.24%) Terraform
2 8 (23.53%) Ansible
2 8 (23.53%) Opscode Chef
3 6 (17.65%) Kubernetes
3 6 (17.65%) Salt
4 4 (11.76%) Prometheus
5 2 (5.88%) Packer
Vendors
1 8 (23.53%) Oracle
2 4 (11.76%) PagerDuty