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

Apache Cassandra
Scotland > Glasgow
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 109 121 127
Rank change year-on-year +12 +6 +5
Permanent jobs citing Apache Cassandra 53 8 33
As % of all permanent IT jobs advertised in Glasgow 2.35% 0.43% 1.23%
As % of the Database & Business Intelligence category 6.52% 1.06% 3.31%
Number of salaries quoted 29 3 8
Glasgow median annual salary £54,000 £40,000 £45,000
Median salary % change year-on-year +35.00% -11.11% +12.50%
10th Percentile £37,500 £34,000 £34,625
90th Percentile £73,750 £55,000 £52,500
Scotland median annual salary £57,500 £42,500 £45,000
% change year-on-year +35.29% -5.56% +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 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 813 756 998
As % of all permanent IT jobs advertised in Glasgow 36.04% 40.62% 37.14%
Number of salaries quoted 539 444 580
Glasgow median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -
10th Percentile £32,000 £31,250 £28,750
90th Percentile £70,000 £61,250 £60,000
Scotland median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

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 18 February 2018.

Salary histogram for Apache Cassandra in Glasgow

For the 6 months to 18 February 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 34 (64.15%) Java
1 34 (64.15%) NoSQL
2 33 (62.26%) SQL
3 30 (56.60%) Python
3 30 (56.60%) TDD
4 29 (54.72%) Finance
5 27 (50.94%) SDLC
6 23 (43.40%) BDD
6 23 (43.40%) Spring
6 23 (43.40%) Agile Software Development
7 20 (37.74%) OO
8 19 (35.85%) Continuous Integration
8 19 (35.85%) Mentoring
9 17 (32.08%) Multithreading
9 17 (32.08%) Unit Testing
10 15 (28.30%) Git (software)
10 15 (28.30%) Hibernate
10 15 (28.30%) Scrum
11 14 (26.42%) .NET
11 14 (26.42%) Apache Spark
12 13 (24.53%) Microservices
12 13 (24.53%) JUnit
12 13 (24.53%) SOA
13 12 (22.64%) Middleware
13 12 (22.64%) MQSeries
13 12 (22.64%) XML Schema
13 12 (22.64%) XML
13 12 (22.64%) C#
13 12 (22.64%) PostgreSQL
13 12 (22.64%) Complex Event Processing

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 14 (26.42%) Apache Spark
2 12 (22.64%) MQSeries
3 10 (18.87%) Elasticsearch
4 8 (15.09%) GemFire
5 4 (7.55%) Oracle SOA Suite
6 2 (3.77%) Confluence
Cloud Services
1 12 (22.64%) Amazon AWS
2 8 (15.09%) Amazon SQS
2 8 (15.09%) Microsoft Azure
3 7 (13.21%) Google Cloud Platform
4 4 (7.55%) PaaS
5 2 (3.77%) Cloud Computing
Communications & Networking
1 7 (13.21%) HTTP
Database & Business Intelligence
1 34 (64.15%) NoSQL
2 12 (22.64%) Bigtable
2 12 (22.64%) PostgreSQL
2 12 (22.64%) Relational Database
3 9 (16.98%) MongoDB
4 8 (15.09%) Cosmos DB
4 8 (15.09%) CouchDB
5 5 (9.43%) SQL Server
6 3 (5.66%) Big Data
7 1 (1.89%) HBase
Development Applications
1 15 (28.30%) Git (software)
2 13 (24.53%) JUnit
3 8 (15.09%) Jenkins
3 8 (15.09%) Maven
4 5 (9.43%) Mockito
4 5 (9.43%) Team Foundation Server
5 2 (3.77%) JIRA
General
1 29 (54.72%) Finance
2 6 (11.32%) Banking
Job Titles
1 27 (50.94%) Developer
2 20 (37.74%) Java Developer
3 14 (26.42%) Senior Developer
4 12 (22.64%) Python Developer
5 9 (16.98%) Senior Java Developer
5 9 (16.98%) Senior Python Developer
6 8 (15.09%) Lead Developer
7 7 (13.21%) .NET Developer
7 7 (13.21%) Lead Java Developer
8 6 (11.32%) Designer
8 6 (11.32%) Software Developer
8 6 (11.32%) Solutions Designer
9 5 (9.43%) .NET Software Developer
9 5 (9.43%) Senior .NET Developer
9 5 (9.43%) Senior .NET Software Developer
9 5 (9.43%) Senior Software Developer
10 4 (7.55%) Java Engineer
10 4 (7.55%) Java Software Engineer
10 4 (7.55%) Python Software Engineer
10 4 (7.55%) Software Engineer
Libraries, Frameworks & Software Standards
1 23 (43.40%) Spring
2 15 (28.30%) Hibernate
3 14 (26.42%) .NET
4 12 (22.64%) Middleware
4 12 (22.64%) XML
4 12 (22.64%) XML Schema
5 8 (15.09%) .NET Framework
5 8 (15.09%) Akka
5 8 (15.09%) ASP.NET
5 8 (15.09%) ASP.NET Web API
5 8 (15.09%) Entity Framework
5 8 (15.09%) RabbitMQ
5 8 (15.09%) REST
5 8 (15.09%) WCF
6 7 (13.21%) Web Services
7 4 (7.55%) J2EE
8 1 (1.89%) ASP.NET MVC
Miscellaneous
1 12 (22.64%) Virtual Team
2 10 (18.87%) User Experience
3 6 (11.32%) Algorithms
4 5 (9.43%) Greenfield Project
5 2 (3.77%) Analytical Skills
5 2 (3.77%) Management Information System
6 1 (1.89%) Equities
Operating Systems
1 8 (15.09%) Linux
2 7 (13.21%) Unix
Processes & Methodologies
1 30 (56.60%) TDD
2 27 (50.94%) SDLC
3 23 (43.40%) Agile Software Development
3 23 (43.40%) BDD
4 20 (37.74%) OO
5 19 (35.85%) Continuous Integration
5 19 (35.85%) Mentoring
6 17 (32.08%) Multithreading
6 17 (32.08%) Unit Testing
7 15 (28.30%) Scrum
8 13 (24.53%) Microservices
8 13 (24.53%) SOA
9 12 (22.64%) Complex Event Processing
9 12 (22.64%) Continuous Deployment
9 12 (22.64%) Domain Models
9 12 (22.64%) Refactoring
9 12 (22.64%) System Testing
9 12 (22.64%) Test Automation
10 11 (20.75%) Concurrent Programming
11 10 (18.87%) Data Analytics
Programming Languages
1 34 (64.15%) Java
2 33 (62.26%) SQL
3 30 (56.60%) Python
4 12 (22.64%) C#
4 12 (22.64%) XPath
5 6 (11.32%) C++
5 6 (11.32%) Ruby
6 1 (1.89%) PL/SQL
6 1 (1.89%) T-SQL
Qualifications
1 2 (3.77%) Degree
Vendors
1 8 (15.09%) Sybase
2 7 (13.21%) Google
2 7 (13.21%) Oracle
3 2 (3.77%) Avaya
3 2 (3.77%) Cisco