Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
Scotland > Edinburgh
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 129 147 129
Rank change year-on-year +18 -18 +22
Permanent jobs citing Apache Cassandra 20 4 6
As % of all permanent IT jobs advertised in Edinburgh 0.79% 0.15% 0.26%
As % of the Database & Business Intelligence category 2.94% 0.43% 0.95%
Number of salaries quoted 18 6 6
Edinburgh median annual salary £53,750 £105,500 £40,000
Median salary % change year-on-year -49.05% +163.75% -49.69%
10th Percentile £26,250 £53,750 £35,000
90th Percentile £62,125 £111,750 £45,000
Scotland median annual salary £45,000 £80,000 £40,000
% change year-on-year -43.75% +100.00% -49.69%

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 681 930 629
As % of all permanent IT jobs advertised in Edinburgh 26.99% 34.55% 27.10%
Number of salaries quoted 475 584 426
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £27,000 £27,000
90th Percentile £69,500 £65,000 £62,500
Scotland median annual salary £45,000 £41,500 £43,000
% change year-on-year +8.43% -3.49% +6.83%

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 19 October 2018.

Salary histogram for Apache Cassandra in Edinburgh

For the 6 months to 19 October 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 17 (85.00%) Python
2 11 (55.00%) Java
2 11 (55.00%) Agile Software Development
2 11 (55.00%) Big Data
3 10 (50.00%) Analytics
3 10 (50.00%) Software Engineering
4 9 (45.00%) Test Automation
5 8 (40.00%) Data Analytics
5 8 (40.00%) Mentoring
5 8 (40.00%) Apache Spark
6 7 (35.00%) Linux
6 7 (35.00%) Opscode Chef
6 7 (35.00%) Ansible
6 7 (35.00%) Docker
6 7 (35.00%) Terraform
7 6 (30.00%) DevOps
8 5 (25.00%) Salt
8 5 (25.00%) Kafka
8 5 (25.00%) Web Operations
9 4 (20.00%) Node.js
10 3 (15.00%) Oracle
10 3 (15.00%) GDPR
11 2 (10.00%) Actionable Insight
11 2 (10.00%) Redux
11 2 (10.00%) Packer
11 2 (10.00%) ES6
11 2 (10.00%) Data Enrichment
11 2 (10.00%) Data Science
11 2 (10.00%) SQL Server
11 2 (10.00%) HTML

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 8 (40.00%) Apache Spark
2 2 (10.00%) Apache Solr
2 2 (10.00%) Elasticsearch
Cloud Services
1 2 (10.00%) Amazon AWS
Database & Business Intelligence
1 11 (55.00%) Big Data
2 2 (10.00%) Crystal Reports
2 2 (10.00%) MongoDB
2 2 (10.00%) MySQL
2 2 (10.00%) NoSQL
2 2 (10.00%) Oracle Reports
2 2 (10.00%) Pentaho
2 2 (10.00%) Relational Database
2 2 (10.00%) SQL Server
3 1 (5.00%) DB2
3 1 (5.00%) Hadoop
Development Applications
1 2 (10.00%) Git (software)
General
1 1 (5.00%) Banking
1 1 (5.00%) Retail
Job Titles
1 8 (40.00%) Development Manager
1 8 (40.00%) Technical Development Manager
1 8 (40.00%) Technical Leader
1 8 (40.00%) Technical Manager
2 5 (25.00%) DevOps Engineer
2 5 (25.00%) Junior
2 5 (25.00%) Junior DevOps
2 5 (25.00%) Junior DevOps Engineer
3 2 (10.00%) Analyst
3 2 (10.00%) Automation Engineer
3 2 (10.00%) Data Analyst
4 1 (5.00%) Head of Engineering
4 1 (5.00%) JavaScript Engineer
4 1 (5.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 5 (25.00%) Kafka
2 4 (20.00%) Node.js
3 2 (10.00%) CSS
3 2 (10.00%) HTML
3 2 (10.00%) React
3 2 (10.00%) Redux
4 1 (5.00%) .NET
4 1 (5.00%) Velocity
Miscellaneous
1 2 (10.00%) Analytical Skills
1 2 (10.00%) Computer Science
1 2 (10.00%) Management Information System
Operating Systems
1 7 (35.00%) Linux
Processes & Methodologies
1 11 (55.00%) Agile Software Development
2 10 (50.00%) Analytics
2 10 (50.00%) Software Engineering
3 9 (45.00%) Test Automation
4 8 (40.00%) Data Analytics
4 8 (40.00%) Mentoring
5 6 (30.00%) DevOps
6 5 (25.00%) Web Operations
7 2 (10.00%) Actionable Insight
7 2 (10.00%) Data Analysis
7 2 (10.00%) Data Cleansing
7 2 (10.00%) Data Enrichment
7 2 (10.00%) Data Modelling
7 2 (10.00%) Data Science
7 2 (10.00%) Database Tuning
7 2 (10.00%) Performance Tuning
7 2 (10.00%) Requirements Analysis
7 2 (10.00%) TDD
8 1 (5.00%) Kanban
8 1 (5.00%) Scrum
Programming Languages
1 17 (85.00%) Python
2 11 (55.00%) Java
3 2 (10.00%) ES6
3 2 (10.00%) Go
3 2 (10.00%) JavaScript
3 2 (10.00%) Ruby
3 2 (10.00%) SQL
3 2 (10.00%) T-SQL
4 1 (5.00%) C#
Qualifications
1 2 (10.00%) Degree
Quality Assurance & Compliance
1 3 (15.00%) GDPR
2 1 (5.00%) QA
System Software
1 7 (35.00%) Docker
Systems Management
1 7 (35.00%) Ansible
1 7 (35.00%) Opscode Chef
1 7 (35.00%) Terraform
2 5 (25.00%) Salt
3 2 (10.00%) Kubernetes
3 2 (10.00%) Packer
Vendors
1 3 (15.00%) Oracle