Period
to 21 October 2018

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

Apache Cassandra
UK > Scotland
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 127 203 191
Rank change year-on-year +76 -12 +18
Permanent jobs citing Apache Cassandra 97 27 31
As % of all permanent IT jobs advertised in Scotland 1.81% 0.49% 0.59%
As % of the Database & Business Intelligence category 5.58% 1.36% 1.85%
Number of salaries quoted 83 24 14
Scotland median annual salary £45,000 £80,000 £40,000
Median salary % change year-on-year -43.75% +100.00% -49.69%
10th Percentile £37,500 £60,750 £35,000
90th Percentile £70,000 £111,750 £75,000
UK median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% -4.00%

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 1,738 1,988 1,678
As % of all permanent IT jobs advertised in Scotland 32.52% 35.94% 31.83%
Number of salaries quoted 1,256 1,236 938
Scotland median annual salary £45,000 £41,500 £42,500
Median salary % change year-on-year +8.43% -2.35% +4.94%
10th Percentile £30,000 £28,000 £27,925
90th Percentile £67,250 £66,250 £61,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

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 21 October 2018.

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 21 October 2018. 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 +45 72 £45,000 -43.75% 2
Edinburgh +20 20 £53,750 -49.05% 5
West Lothian - 5 - -
Apache Cassandra
UK

For the 6 months to 21 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 Scotland region with a requirement for Apache Cassandra.

1 85 (87.63%) Python
2 72 (74.23%) Test Automation
3 62 (63.92%) TDD
3 62 (63.92%) SQL
4 60 (61.86%) OO
4 60 (61.86%) NoSQL
5 58 (59.79%) BDD
6 57 (58.76%) Refactoring
6 57 (58.76%) XML
6 57 (58.76%) Java
7 54 (55.67%) Finance
7 54 (55.67%) Unit Testing
7 54 (55.67%) Continuous Integration
7 54 (55.67%) Relational Database
8 52 (53.61%) Bigtable
8 52 (53.61%) Virtual Team
8 52 (53.61%) Continuous Deployment
8 52 (53.61%) Domain Models
8 52 (53.61%) System Testing
8 52 (53.61%) XPath
8 52 (53.61%) Complex Event Processing
8 52 (53.61%) PostgreSQL
8 52 (53.61%) XML Schema
8 52 (53.61%) Middleware
8 52 (53.61%) MQSeries
9 34 (35.05%) C#
9 34 (35.05%) Agile Software Development
10 32 (32.99%) C++
11 29 (29.90%) Ruby
12 28 (28.87%) Software Engineering

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 52 (53.61%) MQSeries
2 14 (14.43%) Apache Spark
3 5 (5.15%) Apache
3 5 (5.15%) GemFire
3 5 (5.15%) JBoss
3 5 (5.15%) Oracle HTTP Server
4 2 (2.06%) Apache Solr
4 2 (2.06%) Elasticsearch
Cloud Services
1 6 (6.19%) Amazon AWS
2 3 (3.09%) PaaS
3 1 (1.03%) Amazon SQS
3 1 (1.03%) Microsoft Azure
Communications & Networking
1 6 (6.19%) HTTP
2 5 (5.15%) TCP/IP
Database & Business Intelligence
1 60 (61.86%) NoSQL
2 54 (55.67%) Relational Database
3 52 (53.61%) Bigtable
3 52 (53.61%) PostgreSQL
4 16 (16.49%) Big Data
5 8 (8.25%) MongoDB
6 5 (5.15%) SQL Server
7 2 (2.06%) Crystal Reports
7 2 (2.06%) MySQL
7 2 (2.06%) Oracle Reports
7 2 (2.06%) Pentaho
8 1 (1.03%) Cosmos DB
8 1 (1.03%) CouchDB
8 1 (1.03%) DB2
8 1 (1.03%) Hadoop
Development Applications
1 12 (12.37%) Git (software)
2 10 (10.31%) JUnit
3 5 (5.15%) ClearCase
3 5 (5.15%) CppUnit
3 5 (5.15%) Jenkins
3 5 (5.15%) Maven
4 1 (1.03%) Oracle Forms
General
1 54 (55.67%) Finance
2 3 (3.09%) Banking
3 2 (2.06%) Investment Banking
3 2 (2.06%) Law
4 1 (1.03%) Retail
Job Titles
1 38 (39.18%) Python Engineer
2 24 (24.74%) Java Engineer
3 14 (14.43%) Development Manager
3 14 (14.43%) Technical Development Manager
3 14 (14.43%) Technical Leader
3 14 (14.43%) Technical Manager
4 13 (13.40%) Software Engineer
5 10 (10.31%) Developer
6 7 (7.22%) Python Developer
7 5 (5.15%) DevOps Engineer
7 5 (5.15%) Junior
7 5 (5.15%) Junior DevOps
7 5 (5.15%) Junior DevOps Engineer
8 4 (4.12%) Java Software Engineer
8 4 (4.12%) Programmer
8 4 (4.12%) Python Programmer
9 3 (3.09%) Designer
9 3 (3.09%) Senior Software Engineer
9 3 (3.09%) Solutions Designer
10 2 (2.06%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 57 (58.76%) XML
2 52 (53.61%) Middleware
2 52 (53.61%) XML Schema
3 10 (10.31%) AngularJS
3 10 (10.31%) Kafka
4 8 (8.25%) .NET
5 5 (5.15%) JSON
5 5 (5.15%) React
5 5 (5.15%) RESTful
5 5 (5.15%) SOAP
5 5 (5.15%) Spring
5 5 (5.15%) WebSockets
6 4 (4.12%) HTML
6 4 (4.12%) Node.js
6 4 (4.12%) Redux
7 3 (3.09%) .NET Framework
7 3 (3.09%) J2EE
8 2 (2.06%) CSS
8 2 (2.06%) HTML5
9 1 (1.03%) RabbitMQ
Miscellaneous
1 52 (53.61%) Virtual Team
2 7 (7.22%) Computer Science
2 7 (7.22%) Management Information System
3 4 (4.12%) Analytical Skills
4 3 (3.09%) Greenfield Project
5 2 (2.06%) Self-Motivation
Operating Systems
1 14 (14.43%) Linux
2 2 (2.06%) Unix
Processes & Methodologies
1 72 (74.23%) Test Automation
2 62 (63.92%) TDD
3 60 (61.86%) OO
4 58 (59.79%) BDD
5 57 (58.76%) Refactoring
6 54 (55.67%) Continuous Integration
6 54 (55.67%) Unit Testing
7 52 (53.61%) Complex Event Processing
7 52 (53.61%) Continuous Deployment
7 52 (53.61%) Domain Models
7 52 (53.61%) System Testing
8 34 (35.05%) Agile Software Development
9 28 (28.87%) Software Engineering
10 24 (24.74%) OOA/OOD
10 24 (24.74%) OOP
11 18 (18.56%) Analytics
12 16 (16.49%) Data Analytics
12 16 (16.49%) Mentoring
13 13 (13.40%) Microservices
14 9 (9.28%) DevOps
Programming Languages
1 85 (87.63%) Python
2 62 (63.92%) SQL
3 57 (58.76%) Java
4 52 (53.61%) XPath
5 34 (35.05%) C#
6 32 (32.99%) C++
7 29 (29.90%) Ruby
8 10 (10.31%) JavaScript
9 8 (8.25%) C
10 7 (7.22%) Shell Script
11 5 (5.15%) Perl
11 5 (5.15%) PL/SQL
12 3 (3.09%) Java 8
12 3 (3.09%) Scala
13 2 (2.06%) ES6
13 2 (2.06%) Go
13 2 (2.06%) R
13 2 (2.06%) T-SQL
Qualifications
1 11 (11.34%) Degree
Quality Assurance & Compliance
1 3 (3.09%) GDPR
2 1 (1.03%) QA
System Software
1 7 (7.22%) Docker
Systems Management
1 7 (7.22%) Ansible
1 7 (7.22%) Kubernetes
1 7 (7.22%) Opscode Chef
1 7 (7.22%) Terraform
2 5 (5.15%) Salt
3 2 (2.06%) Packer
Vendors
1 11 (11.34%) Oracle
2 2 (2.06%) Cognizant