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

Apache Cassandra
Scotland > Edinburgh
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 106 133 139
Rank change year-on-year +27 +6 +5
Permanent jobs citing Apache Cassandra 38 7 7
As % of all permanent IT jobs advertised in Edinburgh 1.44% 0.32% 0.27%
As % of the Database & Business Intelligence category 5.34% 0.95% 0.99%
Number of salaries quoted 6 7 1
Edinburgh median annual salary £60,000 £50,500 £25,000
Median salary % change year-on-year +18.81% +102.00% -45.95%
10th Percentile £42,500 £39,750 £22,500
90th Percentile £91,250 £53,500 £27,500
Scotland median annual salary £48,750 £55,000 £45,000
% change year-on-year -11.36% +22.22% +12.50%

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 712 738 710
As % of all permanent IT jobs advertised in Edinburgh 26.99% 33.27% 27.33%
Number of salaries quoted 471 483 493
Edinburgh median annual salary £42,500 £44,000 £45,000
Median salary % change year-on-year -3.41% -2.22% +12.50%
10th Percentile £28,000 £28,750 £29,000
90th Percentile £65,000 £70,000 £61,250
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 April 2018.

Salary histogram for Apache Cassandra in Edinburgh

For the 6 months to 23 April 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 21 (55.26%) Hadoop
1 21 (55.26%) Apache Hive
1 21 (55.26%) Apache Spark
2 19 (50.00%) HBase
2 19 (50.00%) Kafka
3 18 (47.37%) PostgreSQL
4 16 (42.11%) Hadoop YARN
5 15 (39.47%) HTTP
6 13 (34.21%) REST
7 12 (31.58%) Analytics
8 11 (28.95%) Tomcat
8 11 (28.95%) SAS
8 11 (28.95%) IBM
8 11 (28.95%) Unix
8 11 (28.95%) Linux
8 11 (28.95%) Agile Software Development
9 10 (26.32%) Data Management
9 10 (26.32%) Migration
9 10 (26.32%) Tivoli
9 10 (26.32%) Tivoli Monitoring
9 10 (26.32%) Oracle Database 10g
9 10 (26.32%) Oracle
9 10 (26.32%) DB2
9 10 (26.32%) Windows
9 10 (26.32%) AIX
9 10 (26.32%) HPUX
9 10 (26.32%) Solaris
9 10 (26.32%) BusinessObjects
9 10 (26.32%) Hitachi
9 10 (26.32%) 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 21 (55.26%) Apache Spark
2 11 (28.95%) SAS
2 11 (28.95%) Tomcat
3 5 (13.16%) Elasticsearch
4 1 (2.63%) Apache
4 1 (2.63%) CMS
4 1 (2.63%) JBoss
4 1 (2.63%) nginx
Cloud Services
1 10 (26.32%) IaaS
1 10 (26.32%) PaaS
1 10 (26.32%) SaaS
2 3 (7.89%) Amazon AWS
3 2 (5.26%) Microsoft Azure
4 1 (2.63%) Amazon EC2
4 1 (2.63%) Amazon EMR
4 1 (2.63%) Amazon S3
4 1 (2.63%) AWS CloudFormation
4 1 (2.63%) AWS Lambda
4 1 (2.63%) Cortana Intelligence Suite
4 1 (2.63%) Google Cloud Platform
4 1 (2.63%) Serverless
Communications & Networking
1 15 (39.47%) HTTP
2 1 (2.63%) DMZ
2 1 (2.63%) F5 BIG-IP GTM
2 1 (2.63%) F5 BIG-IP LTM
2 1 (2.63%) Internet
2 1 (2.63%) Network Security
Database & Business Intelligence
1 21 (55.26%) Apache Hive
1 21 (55.26%) Hadoop
2 19 (50.00%) HBase
3 18 (47.37%) PostgreSQL
4 10 (26.32%) BusinessObjects
4 10 (26.32%) DB2
4 10 (26.32%) Oracle Database
4 10 (26.32%) Oracle Database 10g
4 10 (26.32%) Oracle Database 11g
4 10 (26.32%) Oracle Database 12c
5 9 (23.68%) Big Data
6 8 (21.05%) MongoDB
6 8 (21.05%) NoSQL
7 5 (13.16%) Amazon Redshift
8 4 (10.53%) MySQL
8 4 (10.53%) RDBMS
8 4 (10.53%) Relational Database
9 2 (5.26%) Amazon DynamoDB
9 2 (5.26%) Text Mining
10 1 (2.63%) QlikView
Development Applications
1 2 (5.26%) Git (software)
2 1 (2.63%) JIRA
2 1 (2.63%) Maven
General
1 4 (10.53%) Finance
1 4 (10.53%) Marketing
Job Titles
1 17 (44.74%) Data Engineer
2 10 (26.32%) Architect
2 10 (26.32%) Cloud Architect
2 10 (26.32%) Technical Architect
3 7 (18.42%) Software Engineer
4 5 (13.16%) Senior Software Engineer
5 4 (10.53%) Big Data Engineer
6 3 (7.89%) Data Scientist
7 2 (5.26%) Cassandra Engineer
8 1 (2.63%) Asset Management Analyst
8 1 (2.63%) Data Analyst
8 1 (2.63%) Hadoop Engineer
8 1 (2.63%) Java Engineer
8 1 (2.63%) Java Software Engineer
8 1 (2.63%) NoSQL Engineer
8 1 (2.63%) Operations Engineer
8 1 (2.63%) Operations Support Engineer
8 1 (2.63%) Quality Engineer
8 1 (2.63%) Real Time Engineer
8 1 (2.63%) Support Engineer
Libraries, Frameworks & Software Standards
1 19 (50.00%) Kafka
2 13 (34.21%) REST
3 2 (5.26%) Node.js
4 1 (2.63%) .NET
4 1 (2.63%) Apache Flex
4 1 (2.63%) Apache Thrift
4 1 (2.63%) CSS
4 1 (2.63%) D3.js
4 1 (2.63%) Elastic Stack
4 1 (2.63%) HTML
4 1 (2.63%) Natural Language Processing
4 1 (2.63%) PostGIS
4 1 (2.63%) Protocol Buffers
4 1 (2.63%) React
4 1 (2.63%) Spring
Miscellaneous
1 10 (26.32%) DataPower
2 3 (7.89%) Analytical Skills
2 3 (7.89%) Computer Science
3 2 (5.26%) Algorithms
4 1 (2.63%) Cloud Native
4 1 (2.63%) Greenfield Project
4 1 (2.63%) Private Cloud
4 1 (2.63%) User Experience
Operating Systems
1 11 (28.95%) Linux
1 11 (28.95%) Unix
2 10 (26.32%) AIX
2 10 (26.32%) HPUX
2 10 (26.32%) Red Hat Enterprise Linux
2 10 (26.32%) Solaris
2 10 (26.32%) Windows
Processes & Methodologies
1 12 (31.58%) Analytics
2 11 (28.95%) Agile Software Development
3 10 (26.32%) Data Management
3 10 (26.32%) DevOps
3 10 (26.32%) Infrastructure Transformation
3 10 (26.32%) Migration
4 7 (18.42%) Software Engineering
5 4 (10.53%) Machine Learning
6 3 (7.89%) Business Intelligence
6 3 (7.89%) Data Analytics
6 3 (7.89%) Data Science
6 3 (7.89%) Deep Learning
6 3 (7.89%) ETL
6 3 (7.89%) Mathematics
6 3 (7.89%) Visualisation
7 2 (5.26%) Mathematical Modelling
7 2 (5.26%) Problem-Solving
7 2 (5.26%) Reinforcement Learning
7 2 (5.26%) Statistical Analysis
7 2 (5.26%) Validation
Programming Languages
1 9 (23.68%) SQL
2 8 (21.05%) Java
3 7 (18.42%) Python
4 5 (13.16%) JavaScript
5 3 (7.89%) R
5 3 (7.89%) Scala
6 2 (5.26%) C
6 2 (5.26%) C++
7 1 (2.63%) C#
7 1 (2.63%) PL/SQL
Qualifications
1 2 (5.26%) Degree
1 2 (5.26%) PhD
2 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 2 (5.26%) Data Quality
2 1 (2.63%) Dodd-Frank
2 1 (2.63%) EMIR
2 1 (2.63%) FATCA
2 1 (2.63%) MiFID
2 1 (2.63%) Solvency II
Systems Management
1 16 (42.11%) Hadoop YARN
2 10 (26.32%) Tivoli
2 10 (26.32%) Tivoli Monitoring
3 1 (2.63%) Ansible
3 1 (2.63%) Kibana
3 1 (2.63%) Kubernetes
3 1 (2.63%) logstash
3 1 (2.63%) Opscode Chef
3 1 (2.63%) Terraform
Vendors
1 11 (28.95%) IBM
2 10 (26.32%) Hitachi
2 10 (26.32%) Hortonworks
2 10 (26.32%) Oracle
3 4 (10.53%) Vertica
4 2 (5.26%) Google
5 1 (2.63%) Apple
5 1 (2.63%) F5
5 1 (2.63%) HP
5 1 (2.63%) Informatica
5 1 (2.63%) Microsoft
5 1 (2.63%) Splunk
5 1 (2.63%) Tableau