Period
to 16 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
Scotland > Glasgow
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 79 123 110
Rank change year-on-year +44 -13 +21
Permanent jobs citing Apache Cassandra 67 29 21
As % of all permanent IT jobs advertised in Glasgow 3.21% 1.29% 1.04%
As % of the Database & Business Intelligence category 8.07% 3.45% 2.66%
Number of salaries quoted 58 20 9
Glasgow median annual salary £45,000 £68,750 £44,250
Median salary % change year-on-year -34.55% +55.37% -29.20%
10th Percentile £37,500 £37,500 £34,750
90th Percentile £68,250 £80,000 £75,000
Scotland median annual salary £45,000 £68,750 £40,000
% change year-on-year -34.55% +71.88% -38.46%

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 830 841 788
As % of all permanent IT jobs advertised in Glasgow 39.79% 37.31% 39.01%
Number of salaries quoted 613 510 410
Glasgow median annual salary £47,500 £45,000 £44,486
Median salary % change year-on-year +5.56% +1.16% +5.92%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £65,000 £62,500 £61,250
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +4.82%

Apache Cassandra
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Apache Cassandra in Glasgow

Apache Cassandra
Salary Trend in Glasgow

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

Salary trend for Apache Cassandra in Glasgow

Apache Cassandra
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Apache Cassandra in Glasgow over the 6 months to 16 December 2018.

Salary histogram for Apache Cassandra in Glasgow

For the 6 months to 16 December 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 Glasgow region with a requirement for Apache Cassandra.

1 59 (88.06%) Python
2 56 (83.58%) Test Automation
2 56 (83.58%) NoSQL
3 54 (80.60%) OO
3 54 (80.60%) TDD
4 53 (79.10%) SQL
4 53 (79.10%) BDD
4 53 (79.10%) Continuous Integration
5 52 (77.61%) Finance
6 50 (74.63%) PostgreSQL
6 50 (74.63%) XPath
6 50 (74.63%) Refactoring
6 50 (74.63%) MQSeries
6 50 (74.63%) XML
6 50 (74.63%) XML Schema
6 50 (74.63%) Middleware
6 50 (74.63%) System Testing
6 50 (74.63%) Unit Testing
6 50 (74.63%) Bigtable
6 50 (74.63%) Complex Event Processing
6 50 (74.63%) Relational Database
6 50 (74.63%) Virtual Team
6 50 (74.63%) Continuous Deployment
6 50 (74.63%) Domain Models
7 39 (58.21%) Java
8 30 (44.78%) C#
9 28 (41.79%) C++
9 28 (41.79%) Ruby
10 25 (37.31%) OOP
10 25 (37.31%) OOA/OOD

Apache Cassandra
Co-occurring IT Skills in Glasgow 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 50 (74.63%) MQSeries
2 6 (8.96%) Apache Spark
3 1 (1.49%) GemFire
3 1 (1.49%) SAS
Cloud Services
1 5 (7.46%) Amazon AWS
2 3 (4.48%) PaaS
3 2 (2.99%) Amazon SQS
3 2 (2.99%) Google Cloud Platform
3 2 (2.99%) Microsoft Azure
Communications & Networking
1 2 (2.99%) HTTP
Database & Business Intelligence
1 56 (83.58%) NoSQL
2 50 (74.63%) Bigtable
2 50 (74.63%) PostgreSQL
2 50 (74.63%) Relational Database
3 8 (11.94%) MongoDB
4 6 (8.96%) Big Data
5 3 (4.48%) SQL Server
6 2 (2.99%) Cosmos DB
6 2 (2.99%) CouchDB
7 1 (1.49%) BusinessObjects
7 1 (1.49%) Data Warehouse
7 1 (1.49%) Hadoop
7 1 (1.49%) QlikView
Development Applications
1 3 (4.48%) Git (software)
2 2 (2.99%) Oracle Forms
3 1 (1.49%) ERwin
3 1 (1.49%) Jenkins
3 1 (1.49%) JUnit
3 1 (1.49%) Maven
General
1 52 (77.61%) Finance
2 2 (2.99%) Banking
2 2 (2.99%) Investment Banking
2 2 (2.99%) Law
Job Titles
1 50 (74.63%) Python Engineer
2 26 (38.81%) Java Engineer
3 6 (8.96%) Development Manager
3 6 (8.96%) Technical Development Manager
3 6 (8.96%) Technical Leader
3 6 (8.96%) Technical Manager
4 4 (5.97%) Designer
4 4 (5.97%) Software Engineer
4 4 (5.97%) Solutions Designer
5 3 (4.48%) Senior Software Engineer
6 2 (2.99%) Developer
6 2 (2.99%) Lead Developer
6 2 (2.99%) Lead Software Developer
6 2 (2.99%) Software Developer
7 1 (1.49%) .NET Developer
7 1 (1.49%) .NET Software Developer
7 1 (1.49%) Architect
7 1 (1.49%) Data Architect
7 1 (1.49%) Java Software Engineer
7 1 (1.49%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 50 (74.63%) Middleware
1 50 (74.63%) XML
1 50 (74.63%) XML Schema
2 9 (13.43%) .NET
3 4 (5.97%) .NET Framework
3 4 (5.97%) J2EE
4 3 (4.48%) AngularJS
4 3 (4.48%) React
5 2 (2.99%) Akka.NET
5 2 (2.99%) ASP.NET
5 2 (2.99%) ASP.NET Web API
5 2 (2.99%) Entity Framework
5 2 (2.99%) RabbitMQ
5 2 (2.99%) REST
5 2 (2.99%) WCF
5 2 (2.99%) Web Services
6 1 (1.49%) Spring
Miscellaneous
1 50 (74.63%) Virtual Team
2 3 (4.48%) Greenfield Project
3 1 (1.49%) Analytical Skills
3 1 (1.49%) Self-Motivation
Processes & Methodologies
1 56 (83.58%) Test Automation
2 54 (80.60%) OO
2 54 (80.60%) TDD
3 53 (79.10%) BDD
3 53 (79.10%) Continuous Integration
4 50 (74.63%) Complex Event Processing
4 50 (74.63%) Continuous Deployment
4 50 (74.63%) Domain Models
4 50 (74.63%) Refactoring
4 50 (74.63%) System Testing
4 50 (74.63%) Unit Testing
5 25 (37.31%) OOA/OOD
5 25 (37.31%) OOP
6 14 (20.90%) Agile Software Development
7 11 (16.42%) Analytics
7 11 (16.42%) Data Analytics
8 10 (14.93%) Software Engineering
9 8 (11.94%) Microservices
9 8 (11.94%) SOA
10 7 (10.45%) Mentoring
Programming Languages
1 59 (88.06%) Python
2 53 (79.10%) SQL
3 50 (74.63%) XPath
4 39 (58.21%) Java
5 30 (44.78%) C#
6 28 (41.79%) C++
6 28 (41.79%) Ruby
7 3 (4.48%) C
7 3 (4.48%) Java 8
7 3 (4.48%) JavaScript
7 3 (4.48%) Scala
Qualifications
1 2 (2.99%) Degree
Quality Assurance & Compliance
1 1 (1.49%) Data Quality
Vendors
1 4 (5.97%) Oracle
2 2 (2.99%) Google
3 1 (1.49%) Cloudera
3 1 (1.49%) Informatica
3 1 (1.49%) SAP
3 1 (1.49%) Tableau
3 1 (1.49%) TIBCO
3 1 (1.49%) Vertica