Period
to 18 January 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
Scotland > Edinburgh
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 124 121 144
Rank change year-on-year -3 +23 +6
Permanent jobs citing Apache Cassandra 23 7 7
As % of all permanent IT jobs advertised in Edinburgh 0.88% 0.32% 0.25%
As % of the Database & Business Intelligence category 2.72% 1.13% 0.95%
Number of salaries quoted 8 7 1
Edinburgh median annual salary £87,750 £40,000 £52,500
Median salary % change year-on-year +119.38% -23.81% +23.53%
10th Percentile £42,500 £35,000 £48,750
90th Percentile £111,750 £50,750 £56,250
Scotland median annual salary £65,000 £40,000 £48,750
% change year-on-year +62.50% -17.95% +21.88%

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 846 620 734
As % of all permanent IT jobs advertised in Edinburgh 32.25% 28.40% 26.49%
Number of salaries quoted 534 440 527
Edinburgh median annual salary £40,000 £45,000 £42,500
Median salary % change year-on-year -11.11% +5.88% +6.25%
10th Percentile £27,500 £28,675 £27,500
90th Percentile £60,000 £63,750 £58,750
Scotland median annual salary £42,500 £42,750 £41,500
% change year-on-year -0.58% +3.01% +3.75%

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 18 January 2018.

Salary histogram for Apache Cassandra in Edinburgh

For the 6 months to 18 January 2018, IT jobs citing Apache Cassandra also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Apache Cassandra.

1 17 (73.91%) Hadoop
2 15 (65.22%) Apache Hive
2 15 (65.22%) Apache Spark
3 13 (56.52%) HBase
3 13 (56.52%) Kafka
4 11 (47.83%) Hadoop YARN
5 10 (43.48%) HTTP
6 9 (39.13%) REST
7 8 (34.78%) Big Data
7 8 (34.78%) Analytics
8 6 (26.09%) NoSQL
8 6 (26.09%) PostgreSQL
9 5 (21.74%) Java
9 5 (21.74%) SQL
9 5 (21.74%) Machine Learning
9 5 (21.74%) MongoDB
10 4 (17.39%) Elasticsearch
10 4 (17.39%) Python
10 4 (17.39%) PhD
10 4 (17.39%) Software Engineering
10 4 (17.39%) Degree
11 3 (13.04%) JavaScript
11 3 (13.04%) SaaS
11 3 (13.04%) PaaS
11 3 (13.04%) Scala
11 3 (13.04%) Amazon Redshift
11 3 (13.04%) DevOps
12 2 (8.70%) Reinforcement Learning
12 2 (8.70%) Mathematical Modelling
12 2 (8.70%) Master's Degree

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 15 (65.22%) Apache Spark
2 4 (17.39%) Elasticsearch
3 2 (8.70%) Apache Pig
3 2 (8.70%) SAS
3 2 (8.70%) Tomcat
4 1 (4.35%) CMS
Cloud Services
1 3 (13.04%) PaaS
1 3 (13.04%) SaaS
2 2 (8.70%) Amazon AWS
2 2 (8.70%) IaaS
2 2 (8.70%) Microsoft Azure
3 1 (4.35%) Amazon EC2
3 1 (4.35%) Amazon EMR
3 1 (4.35%) Amazon S3
3 1 (4.35%) AWS CloudFormation
3 1 (4.35%) AWS Lambda
3 1 (4.35%) Google Cloud Platform
3 1 (4.35%) OpenShift
3 1 (4.35%) Serverless
Communications & Networking
1 10 (43.48%) HTTP
Database & Business Intelligence
1 17 (73.91%) Hadoop
2 15 (65.22%) Apache Hive
3 13 (56.52%) HBase
4 8 (34.78%) Big Data
5 6 (26.09%) NoSQL
5 6 (26.09%) PostgreSQL
6 5 (21.74%) MongoDB
7 3 (13.04%) Amazon Redshift
8 2 (8.70%) BusinessObjects
8 2 (8.70%) DB2
8 2 (8.70%) MySQL
8 2 (8.70%) Oracle Database
8 2 (8.70%) Oracle Database 10g
8 2 (8.70%) Oracle Database 11g
8 2 (8.70%) Oracle Database 12c
8 2 (8.70%) RDBMS
8 2 (8.70%) Relational Database
8 2 (8.70%) Text Mining
9 1 (4.35%) Amazon DynamoDB
9 1 (4.35%) Couchbase
Development Applications
1 1 (4.35%) Git (software)
1 1 (4.35%) Jenkins
General
1 2 (8.70%) Finance
1 2 (8.70%) Marketing
Job Titles
1 12 (52.17%) Data Engineer
2 4 (17.39%) Software Engineer
3 3 (13.04%) Architect
3 3 (13.04%) Big Data Engineer
3 3 (13.04%) Data Scientist
4 2 (8.70%) Cloud Architect
4 2 (8.70%) Data Manager
4 2 (8.70%) Senior Manager
4 2 (8.70%) Senior Software Engineer
4 2 (8.70%) Technical Architect
5 1 (4.35%) Big Data Software Engineer
5 1 (4.35%) Cassandra Engineer
5 1 (4.35%) Hadoop Engineer
5 1 (4.35%) Java Engineer
5 1 (4.35%) Java Software Engineer
5 1 (4.35%) Quality Engineer
5 1 (4.35%) Real Time Engineer
5 1 (4.35%) Solutions Architect
Libraries, Frameworks & Software Standards
1 13 (56.52%) Kafka
2 9 (39.13%) REST
3 1 (4.35%) .NET
3 1 (4.35%) Apache Flex
3 1 (4.35%) Apache Thrift
3 1 (4.35%) CSS
3 1 (4.35%) Elastic Stack
3 1 (4.35%) HTML
3 1 (4.35%) Node.js
3 1 (4.35%) PostGIS
3 1 (4.35%) Protocol Buffers
3 1 (4.35%) React
3 1 (4.35%) React Native
Miscellaneous
1 2 (8.70%) Algorithms
1 2 (8.70%) Analytical Skills
1 2 (8.70%) Computer Science
1 2 (8.70%) DataPower
2 1 (4.35%) Greenfield Project
2 1 (4.35%) User Experience
Operating Systems
1 2 (8.70%) AIX
1 2 (8.70%) HPUX
1 2 (8.70%) Linux
1 2 (8.70%) Red Hat Enterprise Linux
1 2 (8.70%) Solaris
1 2 (8.70%) Unix
1 2 (8.70%) Windows
2 1 (4.35%) Android
2 1 (4.35%) Apple iOS
Processes & Methodologies
1 8 (34.78%) Analytics
2 5 (21.74%) Machine Learning
3 4 (17.39%) Software Engineering
4 3 (13.04%) DevOps
5 2 (8.70%) Artificial Intelligence
5 2 (8.70%) Business Intelligence
5 2 (8.70%) Cluster Analysis
5 2 (8.70%) Data Analytics
5 2 (8.70%) Deep Learning
5 2 (8.70%) Financial Modelling
5 2 (8.70%) Mathematical Modelling
5 2 (8.70%) Mathematics
5 2 (8.70%) Physics
5 2 (8.70%) Project Management
5 2 (8.70%) Reinforcement Learning
5 2 (8.70%) Statistical Analysis
5 2 (8.70%) Statistical Modelling
5 2 (8.70%) Statistics
5 2 (8.70%) Validation
5 2 (8.70%) Visualisation
Programming Languages
1 5 (21.74%) Java
1 5 (21.74%) SQL
2 4 (17.39%) Python
3 3 (13.04%) JavaScript
3 3 (13.04%) Scala
4 2 (8.70%) C
4 2 (8.70%) C++
4 2 (8.70%) R
5 1 (4.35%) C#
Qualifications
1 4 (17.39%) Degree
1 4 (17.39%) PhD
2 2 (8.70%) Master's Degree
Quality Assurance & Compliance
1 1 (4.35%) Data Quality
1 1 (4.35%) QA
Systems Management
1 11 (47.83%) Hadoop YARN
2 2 (8.70%) Tivoli
2 2 (8.70%) Tivoli Monitoring
3 1 (4.35%) AirWatch
3 1 (4.35%) Ansible
3 1 (4.35%) Kibana
3 1 (4.35%) logstash
Vendors
1 2 (8.70%) Cloudera
1 2 (8.70%) Hitachi
1 2 (8.70%) Hortonworks
1 2 (8.70%) IBM
1 2 (8.70%) Oracle
1 2 (8.70%) Vertica
2 1 (4.35%) Adobe
2 1 (4.35%) Apigee
2 1 (4.35%) Google
2 1 (4.35%) HP
2 1 (4.35%) Salesforce.com