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

Apache Cassandra
Scotland > Glasgow
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 76 113 138
Rank change year-on-year +37 +25 -4
Permanent jobs citing Apache Cassandra 97 27 24
As % of all permanent IT jobs advertised in Glasgow 3.96% 1.23% 0.92%
As % of the Database & Business Intelligence category 9.58% 2.68% 2.37%
Number of salaries quoted 76 21 5
Glasgow median annual salary £45,000 £80,000 £75,000
Median salary % change year-on-year -43.75% +6.67% +66.67%
Scotland median annual salary £45,000 £80,000 £45,000
% change year-on-year -43.75% +77.78% -10.00%

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 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 1,012 1,008 1,014
As % of all permanent IT jobs advertised in Glasgow 41.36% 45.74% 38.99%
Number of salaries quoted 762 580 479
Glasgow median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £32,500 £28,975 £27,500
90th Percentile £71,250 £71,250 £64,750
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +8.75%

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 20 July 2018.

Salary histogram for Apache Cassandra in Glasgow

For the 6 months to 20 July 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 81 (83.51%) NoSQL
2 79 (81.44%) SQL
3 77 (79.38%) Python
4 75 (77.32%) Finance
5 74 (76.29%) TDD
6 71 (73.20%) OO
7 68 (70.10%) BDD
8 64 (65.98%) Continuous Integration
9 61 (62.89%) Unit Testing
10 60 (61.86%) Relational Database
11 59 (60.82%) PostgreSQL
11 59 (60.82%) Virtual Team
11 59 (60.82%) Continuous Deployment
12 58 (59.79%) Domain Models
12 58 (59.79%) Middleware
12 58 (59.79%) MQSeries
12 58 (59.79%) XML Schema
12 58 (59.79%) XML
12 58 (59.79%) Bigtable
12 58 (59.79%) System Testing
12 58 (59.79%) XPath
12 58 (59.79%) Refactoring
12 58 (59.79%) Test Automation
12 58 (59.79%) Complex Event Processing
13 55 (56.70%) Java
14 29 (29.90%) C#
15 26 (26.80%) C++
15 26 (26.80%) Ruby
16 25 (25.77%) SDLC
17 24 (24.74%) 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 58 (59.79%) MQSeries
2 14 (14.43%) Apache Spark
3 13 (13.40%) Elasticsearch
4 9 (9.28%) GemFire
5 1 (1.03%) Apache Qpid
5 1 (1.03%) Oracle SOA Suite
5 1 (1.03%) Tomcat
Cloud Services
1 7 (7.22%) Amazon AWS
2 4 (4.12%) Amazon SQS
2 4 (4.12%) Microsoft Azure
3 3 (3.09%) Google Cloud Platform
4 2 (2.06%) Cloud Computing
4 2 (2.06%) PaaS
Communications & Networking
1 4 (4.12%) HTTP
2 1 (1.03%) Internet
Database & Business Intelligence
1 81 (83.51%) NoSQL
2 60 (61.86%) Relational Database
3 59 (60.82%) PostgreSQL
4 58 (59.79%) Bigtable
5 7 (7.22%) MongoDB
6 4 (4.12%) Cosmos DB
6 4 (4.12%) CouchDB
7 3 (3.09%) Big Data
8 2 (2.06%) SQL Server
9 1 (1.03%) Amazon DynamoDB
Development Applications
1 13 (13.40%) Git (software)
2 11 (11.34%) JUnit
3 10 (10.31%) Jenkins
3 10 (10.31%) Maven
4 2 (2.06%) Mockito
4 2 (2.06%) Team Foundation Server
5 1 (1.03%) Ant
General
1 75 (77.32%) Finance
2 2 (2.06%) Banking
3 1 (1.03%) Investment Banking
3 1 (1.03%) Law
Job Titles
1 37 (38.14%) Developer
2 29 (29.90%) Python Developer
3 19 (19.59%) Java Developer
4 17 (17.53%) Python Engineer
5 15 (15.46%) Java Engineer
5 15 (15.46%) Programmer
5 15 (15.46%) Python Programmer
6 12 (12.37%) Senior Developer
6 12 (12.37%) Senior Java Developer
6 12 (12.37%) Senior Python Developer
7 11 (11.34%) Software Engineer
8 7 (7.22%) Java Software Engineer
9 3 (3.09%) Designer
9 3 (3.09%) Lead Software Engineer
9 3 (3.09%) Solutions Designer
10 2 (2.06%) Lead Developer
10 2 (2.06%) Python Software Engineer
10 2 (2.06%) Software Team Leader
10 2 (2.06%) Team Leader
10 2 (2.06%) UI Developer
Libraries, Frameworks & Software Standards
1 58 (59.79%) Middleware
1 58 (59.79%) XML
1 58 (59.79%) XML Schema
2 24 (24.74%) Spring
3 14 (14.43%) Hibernate
4 8 (8.25%) .NET
5 5 (5.15%) .NET Framework
5 5 (5.15%) REST
6 4 (4.12%) ASP.NET
6 4 (4.12%) ASP.NET Web API
6 4 (4.12%) Entity Framework
6 4 (4.12%) HTML
6 4 (4.12%) HTML5
6 4 (4.12%) RabbitMQ
7 3 (3.09%) Akka.NET
7 3 (3.09%) AngularJS
7 3 (3.09%) WCF
7 3 (3.09%) Web Services
8 2 (2.06%) OpenFin
8 2 (2.06%) Redux
Miscellaneous
1 59 (60.82%) Virtual Team
2 12 (12.37%) User Experience
3 3 (3.09%) Algorithms
3 3 (3.09%) Analytical Skills
3 3 (3.09%) Greenfield Project
4 2 (2.06%) Self-Motivation
5 1 (1.03%) Cloud Native
5 1 (1.03%) Computer Science
5 1 (1.03%) Private Cloud
Operating Systems
1 8 (8.25%) Linux
1 8 (8.25%) Unix
Processes & Methodologies
1 74 (76.29%) TDD
2 71 (73.20%) OO
3 68 (70.10%) BDD
4 64 (65.98%) Continuous Integration
5 61 (62.89%) Unit Testing
6 59 (60.82%) Continuous Deployment
7 58 (59.79%) Complex Event Processing
7 58 (59.79%) Domain Models
7 58 (59.79%) Refactoring
7 58 (59.79%) System Testing
7 58 (59.79%) Test Automation
8 25 (25.77%) SDLC
9 24 (24.74%) OOA/OOD
10 23 (23.71%) OOP
11 20 (20.62%) Agile Software Development
12 18 (18.56%) Mentoring
13 12 (12.37%) Migration
14 11 (11.34%) OOD
14 11 (11.34%) Scrum
14 11 (11.34%) Software Engineering
Programming Languages
1 79 (81.44%) SQL
2 77 (79.38%) Python
3 58 (59.79%) XPath
4 55 (56.70%) Java
5 29 (29.90%) C#
6 26 (26.80%) C++
6 26 (26.80%) Ruby
7 3 (3.09%) JavaScript
8 2 (2.06%) Java 8
8 2 (2.06%) Perl
8 2 (2.06%) Scala
8 2 (2.06%) Shell Script
9 1 (1.03%) C
Qualifications
1 4 (4.12%) Degree
2 1 (1.03%) Computer Science Degree
Systems Management
1 1 (1.03%) Control-M
1 1 (1.03%) Kubernetes
Vendors
1 5 (5.15%) Oracle
1 5 (5.15%) Sybase
2 3 (3.09%) Google
3 2 (2.06%) Cognizant
4 1 (1.03%) Avaya
4 1 (1.03%) Cisco