Period
to 23 July 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 23 July 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
Scotland > Edinburgh
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 131 136 146
Rank change year-on-year +5 +10 -4
Permanent jobs citing Apache Cassandra 20 4 3
As % of all permanent IT jobs advertised in Edinburgh 0.76% 0.16% 0.12%
As % of the Database & Business Intelligence category 2.84% 0.47% 0.43%
Number of salaries quoted 7 4 3
Edinburgh median annual salary £60,000 £47,500 £40,000
Median salary % change year-on-year +26.32% +18.75% -49.69%
10th Percentile £45,750 £38,625 £25,000
90th Percentile £102,515 £55,000 £45,000
Scotland median annual salary £45,000 £80,000 £45,000
% change year-on-year -43.75% +77.78% -14.29%

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 704 849 691
As % of all permanent IT jobs advertised in Edinburgh 26.84% 34.25% 27.27%
Number of salaries quoted 483 554 419
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £28,000 £27,500 £29,000
90th Percentile £68,750 £70,000 £62,650
Scotland median annual salary £45,000 £42,500 £44,000
% change year-on-year +5.88% -3.41% +10.00%

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 23 July 2018.

Salary histogram for Apache Cassandra in Edinburgh

For the 6 months to 23 July 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 12 (60.00%) Agile Software Development
2 10 (50.00%) PostgreSQL
3 9 (45.00%) Kafka
4 8 (40.00%) DevOps
4 8 (40.00%) Oracle
4 8 (40.00%) DB2
4 8 (40.00%) Unix
4 8 (40.00%) Linux
4 8 (40.00%) Tomcat
4 8 (40.00%) SAS
4 8 (40.00%) IBM
5 7 (35.00%) Tivoli
5 7 (35.00%) Tivoli Monitoring
5 7 (35.00%) Oracle Database 10g
5 7 (35.00%) BusinessObjects
5 7 (35.00%) Hitachi
5 7 (35.00%) Windows
5 7 (35.00%) AIX
5 7 (35.00%) HPUX
5 7 (35.00%) Solaris
5 7 (35.00%) Migration
5 7 (35.00%) Data Management
5 7 (35.00%) Oracle Database 11g
5 7 (35.00%) DataPower
5 7 (35.00%) Red Hat Enterprise Linux
5 7 (35.00%) Oracle Database 12c
5 7 (35.00%) Oracle Database
5 7 (35.00%) Apache Spark
5 7 (35.00%) Infrastructure Transformation
5 7 (35.00%) IaaS

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%) SAS
1 8 (40.00%) Tomcat
2 7 (35.00%) Apache Spark
3 3 (15.00%) Elasticsearch
4 1 (5.00%) Apache
4 1 (5.00%) CMS
4 1 (5.00%) JBoss
4 1 (5.00%) nginx
Cloud Services
1 7 (35.00%) IaaS
1 7 (35.00%) PaaS
1 7 (35.00%) SaaS
2 4 (20.00%) Amazon AWS
3 1 (5.00%) Cortana Intelligence Suite
3 1 (5.00%) Microsoft Azure
Communications & Networking
1 5 (25.00%) HTTP
2 1 (5.00%) DMZ
2 1 (5.00%) F5 BIG-IP GTM
2 1 (5.00%) F5 BIG-IP LTM
2 1 (5.00%) Internet
2 1 (5.00%) Network Security
Database & Business Intelligence
1 10 (50.00%) PostgreSQL
2 8 (40.00%) DB2
3 7 (35.00%) BusinessObjects
3 7 (35.00%) Hadoop
3 7 (35.00%) Oracle Database
3 7 (35.00%) Oracle Database 10g
3 7 (35.00%) Oracle Database 11g
3 7 (35.00%) Oracle Database 12c
4 6 (30.00%) Apache Hive
4 6 (30.00%) HBase
5 5 (25.00%) Big Data
6 3 (15.00%) NoSQL
7 2 (10.00%) MongoDB
8 1 (5.00%) Amazon DynamoDB
8 1 (5.00%) Amazon Redshift
8 1 (5.00%) Neo4j
8 1 (5.00%) Power BI
8 1 (5.00%) QlikView
8 1 (5.00%) RDBMS
8 1 (5.00%) Relational Database
Development Applications
1 2 (10.00%) Git (software)
2 1 (5.00%) JIRA
2 1 (5.00%) Maven
General
1 2 (10.00%) Finance
2 1 (5.00%) Banking
2 1 (5.00%) Marketing
2 1 (5.00%) Retail
Job Titles
1 7 (35.00%) Architect
1 7 (35.00%) Cloud Architect
1 7 (35.00%) Technical Architect
2 5 (25.00%) Data Engineer
3 3 (15.00%) Software Engineer
4 2 (10.00%) Senior Software Engineer
5 1 (5.00%) Analyst
5 1 (5.00%) Big Data Engineer
5 1 (5.00%) Cassandra Engineer
5 1 (5.00%) Data Analyst
5 1 (5.00%) Development Manager
5 1 (5.00%) Head of Engineering
5 1 (5.00%) JavaScript Engineer
5 1 (5.00%) NoSQL Engineer
5 1 (5.00%) Operations Engineer
5 1 (5.00%) Operations Support Engineer
5 1 (5.00%) Support Engineer
5 1 (5.00%) Technical Development Manager
5 1 (5.00%) Technical Leader
5 1 (5.00%) Technical Manager
Libraries, Frameworks & Software Standards
1 9 (45.00%) Kafka
2 4 (20.00%) REST
3 3 (15.00%) Node.js
4 2 (10.00%) CSS
4 2 (10.00%) HTML
4 2 (10.00%) React
4 2 (10.00%) Redux
5 1 (5.00%) .NET
5 1 (5.00%) D3.js
5 1 (5.00%) Natural Language Processing
5 1 (5.00%) Spring
5 1 (5.00%) Velocity
Miscellaneous
1 7 (35.00%) DataPower
2 1 (5.00%) Analytical Skills
2 1 (5.00%) Cloud Native
2 1 (5.00%) Computer Science
2 1 (5.00%) Private Cloud
Operating Systems
1 8 (40.00%) Linux
1 8 (40.00%) Unix
2 7 (35.00%) AIX
2 7 (35.00%) HPUX
2 7 (35.00%) Red Hat Enterprise Linux
2 7 (35.00%) Solaris
2 7 (35.00%) Windows
Processes & Methodologies
1 12 (60.00%) Agile Software Development
2 8 (40.00%) DevOps
3 7 (35.00%) Data Management
3 7 (35.00%) Infrastructure Transformation
3 7 (35.00%) Migration
4 5 (25.00%) Software Engineering
5 4 (20.00%) Analytics
6 2 (10.00%) Data Analytics
6 2 (10.00%) ETL
6 2 (10.00%) Machine Learning
6 2 (10.00%) Microservices
6 2 (10.00%) Problem-Solving
6 2 (10.00%) TDD
6 2 (10.00%) Test Automation
7 1 (5.00%) Asset Management
7 1 (5.00%) Business Intelligence
7 1 (5.00%) Content Management
7 1 (5.00%) Data Modelling
7 1 (5.00%) Scrum
7 1 (5.00%) Stakeholder Management
Programming Languages
1 6 (30.00%) Python
2 4 (20.00%) Java
3 3 (15.00%) JavaScript
3 3 (15.00%) SQL
4 2 (10.00%) ES6
5 1 (5.00%) C#
5 1 (5.00%) PL/SQL
5 1 (5.00%) R
Qualifications
1 1 (5.00%) Security Cleared
Quality Assurance & Compliance
1 1 (5.00%) Data Quality
1 1 (5.00%) Dodd-Frank
1 1 (5.00%) EMIR
1 1 (5.00%) FATCA
1 1 (5.00%) GDPR
1 1 (5.00%) MiFID
1 1 (5.00%) QA
1 1 (5.00%) Solvency II
Systems Management
1 7 (35.00%) Tivoli
1 7 (35.00%) Tivoli Monitoring
2 5 (25.00%) Hadoop YARN
3 1 (5.00%) Kubernetes
3 1 (5.00%) Opscode Chef
3 1 (5.00%) Terraform
Vendors
1 8 (40.00%) IBM
1 8 (40.00%) Oracle
2 7 (35.00%) Hitachi
2 7 (35.00%) Hortonworks
3 1 (5.00%) Apple
3 1 (5.00%) F5
3 1 (5.00%) Google
3 1 (5.00%) Informatica
3 1 (5.00%) Microsoft
3 1 (5.00%) Splunk
3 1 (5.00%) Tableau
3 1 (5.00%) Vertica