Period
to 20 April 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 20 April 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
Scotland > Glasgow
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 81 120 129
Rank change year-on-year +39 +9 +4
Permanent jobs citing Apache Cassandra 94 11 32
As % of all permanent IT jobs advertised in Glasgow 3.81% 0.58% 1.21%
As % of the Database & Business Intelligence category 10.17% 1.25% 3.22%
Number of salaries quoted 64 7 8
Glasgow median annual salary £52,500 £80,000 £45,000
Median salary % change year-on-year -34.38% +77.78% +12.50%
10th Percentile £37,500 £57,000 £34,625
90th Percentile £73,750 £80,000 £52,500
Scotland median annual salary £48,750 £55,000 £45,000
% change year-on-year -11.36% +22.22% +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 924 878 993
As % of all permanent IT jobs advertised in Glasgow 37.48% 45.92% 37.50%
Number of salaries quoted 663 501 542
Glasgow median annual salary £45,999 £45,000 £42,500
Median salary % change year-on-year +2.22% +5.88% +6.25%
10th Percentile £31,550 £29,750 £28,750
90th Percentile £72,500 £67,500 £63,750
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 20 April 2018.

Salary histogram for Apache Cassandra in Glasgow

For the 6 months to 20 April 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 69 (73.40%) NoSQL
2 68 (72.34%) SQL
3 63 (67.02%) Python
3 63 (67.02%) Finance
4 62 (65.96%) TDD
5 54 (57.45%) Java
5 54 (57.45%) BDD
6 52 (55.32%) OO
7 50 (53.19%) Continuous Integration
8 44 (46.81%) Unit Testing
9 41 (43.62%) Relational Database
10 40 (42.55%) Continuous Deployment
10 40 (42.55%) Virtual Team
10 40 (42.55%) PostgreSQL
11 39 (41.49%) MQSeries
11 39 (41.49%) XML Schema
11 39 (41.49%) Middleware
11 39 (41.49%) XML
11 39 (41.49%) System Testing
11 39 (41.49%) Test Automation
11 39 (41.49%) XPath
11 39 (41.49%) Refactoring
11 39 (41.49%) Complex Event Processing
11 39 (41.49%) Bigtable
11 39 (41.49%) Domain Models
12 35 (37.23%) SDLC
13 31 (32.98%) Spring
14 30 (31.91%) Agile Software Development
15 24 (25.53%) Multithreading
15 24 (25.53%) C#

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 39 (41.49%) MQSeries
2 19 (20.21%) Apache Spark
3 15 (15.96%) Elasticsearch
4 10 (10.64%) GemFire
5 4 (4.26%) Oracle SOA Suite
6 2 (2.13%) Confluence
7 1 (1.06%) Apache Qpid
7 1 (1.06%) Tomcat
Cloud Services
1 16 (17.02%) Amazon AWS
2 11 (11.70%) Amazon SQS
2 11 (11.70%) Microsoft Azure
3 10 (10.64%) Google Cloud Platform
4 4 (4.26%) PaaS
5 3 (3.19%) Cloud Computing
Communications & Networking
1 10 (10.64%) HTTP
2 1 (1.06%) Internet
Database & Business Intelligence
1 69 (73.40%) NoSQL
2 41 (43.62%) Relational Database
3 40 (42.55%) PostgreSQL
4 39 (41.49%) Bigtable
5 11 (11.70%) Cosmos DB
5 11 (11.70%) CouchDB
6 10 (10.64%) MongoDB
7 5 (5.32%) SQL Server
8 3 (3.19%) Big Data
9 1 (1.06%) Amazon DynamoDB
Development Applications
1 21 (22.34%) Git (software)
2 14 (14.89%) JUnit
3 11 (11.70%) Jenkins
3 11 (11.70%) Maven
4 5 (5.32%) Team Foundation Server
5 4 (4.26%) Mockito
6 2 (2.13%) JIRA
7 1 (1.06%) Ant
General
1 63 (67.02%) Finance
2 7 (7.45%) Banking
Job Titles
1 45 (47.87%) Developer
2 28 (29.79%) Java Developer
3 26 (27.66%) Python Developer
4 18 (19.15%) Senior Developer
5 14 (14.89%) Python Engineer
6 13 (13.83%) Senior Java Developer
6 13 (13.83%) Senior Python Developer
7 11 (11.70%) Programmer
7 11 (11.70%) Python Programmer
8 9 (9.57%) Lead Developer
9 8 (8.51%) Software Engineer
10 7 (7.45%) .NET Developer
10 7 (7.45%) Lead Java Developer
10 7 (7.45%) Software Developer
11 6 (6.38%) Designer
11 6 (6.38%) Solutions Designer
12 5 (5.32%) .NET Software Developer
12 5 (5.32%) Java Engineer
12 5 (5.32%) Senior .NET Software Developer
12 5 (5.32%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 39 (41.49%) Middleware
1 39 (41.49%) XML
1 39 (41.49%) XML Schema
2 31 (32.98%) Spring
3 20 (21.28%) Hibernate
4 17 (18.09%) .NET
5 12 (12.77%) REST
6 11 (11.70%) .NET Framework
6 11 (11.70%) Akka.NET
6 11 (11.70%) ASP.NET
6 11 (11.70%) ASP.NET Web API
6 11 (11.70%) Entity Framework
6 11 (11.70%) RabbitMQ
6 11 (11.70%) WCF
7 10 (10.64%) Web Services
8 4 (4.26%) J2EE
9 2 (2.13%) HTML
9 2 (2.13%) Kafka
9 2 (2.13%) OpenFin
9 2 (2.13%) WebSockets
Miscellaneous
1 40 (42.55%) Virtual Team
2 14 (14.89%) User Experience
3 9 (9.57%) Algorithms
4 5 (5.32%) Greenfield Project
5 2 (2.13%) Analytical Skills
5 2 (2.13%) Management Information System
6 1 (1.06%) Cloud Native
6 1 (1.06%) Computer Science
6 1 (1.06%) Equities
6 1 (1.06%) Private Cloud
Operating Systems
1 11 (11.70%) Linux
1 11 (11.70%) Unix
Processes & Methodologies
1 62 (65.96%) TDD
2 54 (57.45%) BDD
3 52 (55.32%) OO
4 50 (53.19%) Continuous Integration
5 44 (46.81%) Unit Testing
6 40 (42.55%) Continuous Deployment
7 39 (41.49%) Complex Event Processing
7 39 (41.49%) Domain Models
7 39 (41.49%) Refactoring
7 39 (41.49%) System Testing
7 39 (41.49%) Test Automation
8 35 (37.23%) SDLC
9 30 (31.91%) Agile Software Development
10 24 (25.53%) Mentoring
10 24 (25.53%) Multithreading
11 20 (21.28%) Scrum
12 17 (18.09%) Microservices
13 16 (17.02%) SOA
14 15 (15.96%) Concurrent Programming
15 14 (14.89%) Migration
Programming Languages
1 68 (72.34%) SQL
2 63 (67.02%) Python
3 54 (57.45%) Java
4 39 (41.49%) XPath
5 24 (25.53%) C#
6 15 (15.96%) C++
6 15 (15.96%) Ruby
7 2 (2.13%) JavaScript
7 2 (2.13%) Perl
8 1 (1.06%) Java 8
8 1 (1.06%) Scala
8 1 (1.06%) T-SQL
Qualifications
1 3 (3.19%) Degree
2 1 (1.06%) Computer Science Degree
Systems Management
1 1 (1.06%) Control-M
1 1 (1.06%) Kubernetes
Vendors
1 11 (11.70%) Sybase
2 10 (10.64%) Google
3 8 (8.51%) Oracle
4 2 (2.13%) Avaya
4 2 (2.13%) Cisco