Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Apache Cassandra
UK > Scotland
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 195 179 209
Rank change year-on-year -16 +30 +27
Permanent jobs citing Apache Cassandra 33 31 33
As % of all permanent IT jobs advertised in Scotland 0.59% 0.61% 0.51%
As % of the Database & Business Intelligence category 1.70% 1.93% 1.61%
Number of salaries quoted 26 15 17
Scotland median annual salary £70,000 £40,000 £65,000
Median salary % change year-on-year +75.00% -38.46% +62.50%
10th Percentile £46,875 £35,000 £47,000
90th Percentile £111,750 £75,000 £84,250
UK median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +4.17%

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Permanent vacancies with a requirement for database or business intelligence skills 1946 1606 2044
As % of all permanent IT jobs advertised in Scotland 34.50% 31.35% 31.76%
Number of salaries quoted 1207 957 1324
Scotland median annual salary £41,500 £42,500 £40,000
Median salary % change year-on-year -2.35% +6.25% -
10th Percentile £28,000 £28,500 £28,000
90th Percentile £62,500 £61,250 £61,250
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Apache Cassandra
Job Vacancy Trend in Scotland

Job postings citing Apache Cassandra as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Cassandra in Scotland.

Salary trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Histogram in Scotland

The salary distribution of IT jobs citing Apache Cassandra in Scotland over the 6 months to 20 November 2017.

Salary histogram for Apache Cassandra in Scotland

Apache Cassandra
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Cassandra within the Scotland region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -11 22 £70,000 +58.19% 1
Edinburgh -6 9 £70,000 +75.00%
Falkirk - 1 - -
Stirling - 1 £57,500 - 1
Apache Cassandra
UK

For the 6 months to 20 November 2017, 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 Scotland region with a requirement for Apache Cassandra.

1 23 (69.70%) Java
2 17 (51.52%) Big Data
3 15 (45.45%) MongoDB
3 15 (45.45%) Finance
3 15 (45.45%) Apache Spark
4 14 (42.42%) HBase
5 12 (36.36%) Greenfield Project
6 10 (30.30%) Agile Software Development
6 10 (30.30%) NoSQL
6 10 (30.30%) Mentoring
7 9 (27.27%) SQL
8 8 (24.24%) Amazon AWS
8 8 (24.24%) Node.js
8 8 (24.24%) Coaching
9 7 (21.21%) Machine Learning
9 7 (21.21%) Microservices
9 7 (21.21%) Degree
9 7 (21.21%) Oracle
9 7 (21.21%) SOA
10 6 (18.18%) Python
10 6 (18.18%) Linux
10 6 (18.18%) .NET
10 6 (18.18%) Multithreading
10 6 (18.18%) Hadoop
10 6 (18.18%) Kafka
10 6 (18.18%) Data Analytics
10 6 (18.18%) Analytics
11 5 (15.15%) Relational Database
11 5 (15.15%) Analytical Skills
11 5 (15.15%) Algorithms

Apache Cassandra
Co-occurring IT Skills in Scotland 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 (45.45%) Apache Spark
2 2 (6.06%) Apache Pig
2 2 (6.06%) CMS
2 2 (6.06%) Confluence
2 2 (6.06%) Oracle SOA Suite
3 1 (3.03%) Apache
3 1 (3.03%) Elasticsearch
3 1 (3.03%) Tomcat
Cloud Services
1 8 (24.24%) Amazon AWS
2 5 (15.15%) Microsoft Azure
2 5 (15.15%) PaaS
3 3 (9.09%) Google Cloud Platform
4 2 (6.06%) Amazon SQS
4 2 (6.06%) OpenShift
4 2 (6.06%) SaaS
5 1 (3.03%) Amazon EC2
5 1 (3.03%) Amazon EMR
5 1 (3.03%) Amazon S3
5 1 (3.03%) AWS CloudFormation
5 1 (3.03%) AWS Lambda
5 1 (3.03%) Serverless
Communications & Networking
1 4 (12.12%) HTTP
Database & Business Intelligence
1 17 (51.52%) Big Data
2 15 (45.45%) MongoDB
3 14 (42.42%) HBase
4 10 (30.30%) NoSQL
5 6 (18.18%) Hadoop
6 5 (15.15%) Relational Database
7 4 (12.12%) Apache Hive
8 3 (9.09%) SQL Server
9 2 (6.06%) CouchDB
9 2 (6.06%) DocumentDB
9 2 (6.06%) Text Mining
10 1 (3.03%) Amazon DynamoDB
10 1 (3.03%) Amazon Redshift
10 1 (3.03%) Couchbase
10 1 (3.03%) Data Warehouse
10 1 (3.03%) Electronic Patient Records
10 1 (3.03%) MySQL
10 1 (3.03%) OpenTSDB
10 1 (3.03%) Parquet
10 1 (3.03%) PostgreSQL
Development Applications
1 4 (12.12%) Git (software)
2 3 (9.09%) Jenkins
2 3 (9.09%) JUnit
2 3 (9.09%) Mockito
3 2 (6.06%) JIRA
3 2 (6.06%) Team Foundation Server
4 1 (3.03%) Eclipse
4 1 (3.03%) Maven
General
1 15 (45.45%) Finance
2 3 (9.09%) Banking
Job Titles
1 11 (33.33%) Developer
2 8 (24.24%) Java Developer
2 8 (24.24%) Lead Developer
2 8 (24.24%) Lead Java Developer
3 7 (21.21%) MongoDB Developer
3 7 (21.21%) Node.js Developer
4 5 (15.15%) Technical Leader
5 4 (12.12%) Designer
5 4 (12.12%) Solutions Designer
6 3 (9.09%) Data Scientist
6 3 (9.09%) Software Engineer
7 2 (6.06%) .NET Developer
7 2 (6.06%) Data Engineer
7 2 (6.06%) Java Team Leader
7 2 (6.06%) Senior .NET Software Developer
7 2 (6.06%) Senior Developer
7 2 (6.06%) Senior Manager
7 2 (6.06%) Senior Software Developer
7 2 (6.06%) Software Developer
7 2 (6.06%) Team Leader
Libraries, Frameworks & Software Standards
1 8 (24.24%) Node.js
2 6 (18.18%) .NET
2 6 (18.18%) Kafka
3 4 (12.12%) Hibernate
3 4 (12.12%) REST
3 4 (12.12%) Spring
4 3 (9.09%) J2EE
5 2 (6.06%) .NET Framework
5 2 (6.06%) Akka
5 2 (6.06%) ASP.NET
5 2 (6.06%) ASP.NET Web API
5 2 (6.06%) Entity Framework
5 2 (6.06%) RabbitMQ
5 2 (6.06%) React Native
5 2 (6.06%) WCF
5 2 (6.06%) Web Services
6 1 (3.03%) AngularJS
6 1 (3.03%) ggplot
6 1 (3.03%) PostGIS
6 1 (3.03%) Protocol Buffers
Miscellaneous
1 12 (36.36%) Greenfield Project
2 5 (15.15%) Algorithms
2 5 (15.15%) Analytical Skills
3 2 (6.06%) Computer Science
3 2 (6.06%) Management Information System
4 1 (3.03%) Smart City
4 1 (3.03%) User Experience
Operating Systems
1 6 (18.18%) Linux
2 2 (6.06%) Android
2 2 (6.06%) Apple iOS
Processes & Methodologies
1 10 (30.30%) Agile Software Development
1 10 (30.30%) Mentoring
2 8 (24.24%) Coaching
3 7 (21.21%) Machine Learning
3 7 (21.21%) Microservices
3 7 (21.21%) SOA
4 6 (18.18%) Analytics
4 6 (18.18%) Data Analytics
4 6 (18.18%) Multithreading
5 5 (15.15%) Concurrent Programming
5 5 (15.15%) Scrum
6 4 (12.12%) Business Intelligence
6 4 (12.12%) DevOps
6 4 (12.12%) Information Security
6 4 (12.12%) SDLC
6 4 (12.12%) TDD
7 3 (9.09%) Mathematics
7 3 (9.09%) Physics
7 3 (9.09%) Software Engineering
7 3 (9.09%) Statistics
Programming Languages
1 23 (69.70%) Java
2 9 (27.27%) SQL
3 6 (18.18%) Python
4 3 (9.09%) C#
4 3 (9.09%) PL/SQL
4 3 (9.09%) R
4 3 (9.09%) Scala
5 2 (6.06%) C
5 2 (6.06%) C++
5 2 (6.06%) Groovy
5 2 (6.06%) JavaScript
5 2 (6.06%) Ruby
6 1 (3.03%) MATLAB
Qualifications
1 7 (21.21%) Degree
2 5 (15.15%) PhD
3 2 (6.06%) Master's Degree
Quality Assurance & Compliance
1 2 (6.06%) QA
Systems Management
1 2 (6.06%) AirWatch
1 2 (6.06%) Hadoop YARN
2 1 (3.03%) Ansible
2 1 (3.03%) Kibana
2 1 (3.03%) logstash
Vendors
1 7 (21.21%) Oracle
2 3 (9.09%) Google
3 2 (6.06%) Adobe
3 2 (6.06%) Apigee
3 2 (6.06%) Cloudera
3 2 (6.06%) Salesforce.com