Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
Scotland > Glasgow
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 79 122 130
Rank change year-on-year +43 +8 +19
Permanent jobs citing Apache Cassandra 81 24 24
As % of all permanent IT jobs advertised in Glasgow 3.62% 1.04% 1.03%
As % of the Database & Business Intelligence category 8.64% 2.44% 2.63%
Number of salaries quoted 74 19 7
Glasgow median annual salary £45,000 £80,000 £44,250
Median salary % change year-on-year -43.75% +80.79% -44.34%
10th Percentile £37,500 £64,000 £35,000
90th Percentile £70,000 £80,000 £75,000
Scotland median annual salary £45,000 £80,000 £40,000
% change year-on-year -43.75% +100.00% -49.69%

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 937 985 912
As % of all permanent IT jobs advertised in Glasgow 41.91% 42.75% 39.33%
Number of salaries quoted 716 573 404
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £32,500 £30,850 £28,500
90th Percentile £66,250 £70,000 £62,500
Scotland median annual salary £45,000 £41,500 £43,500
% change year-on-year +8.43% -4.60% +4.19%

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 25 September 2018.

Salary histogram for Apache Cassandra in Glasgow

For the 6 months to 25 September 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 70 (86.42%) Python
2 69 (85.19%) TDD
3 68 (83.95%) OO
4 65 (80.25%) BDD
5 64 (79.01%) Test Automation
5 64 (79.01%) NoSQL
6 63 (77.78%) SQL
7 61 (75.31%) Finance
7 61 (75.31%) Unit Testing
8 60 (74.07%) Continuous Integration
8 60 (74.07%) Relational Database
9 58 (71.60%) Bigtable
9 58 (71.60%) System Testing
9 58 (71.60%) Complex Event Processing
9 58 (71.60%) Virtual Team
9 58 (71.60%) Continuous Deployment
9 58 (71.60%) Domain Models
9 58 (71.60%) Refactoring
9 58 (71.60%) XPath
9 58 (71.60%) PostgreSQL
9 58 (71.60%) XML
9 58 (71.60%) MQSeries
9 58 (71.60%) XML Schema
9 58 (71.60%) Middleware
10 45 (55.56%) Java
11 29 (35.80%) C#
12 28 (34.57%) C++
12 28 (34.57%) Ruby
13 25 (30.86%) OOP
13 25 (30.86%) 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 (71.60%) MQSeries
2 7 (8.64%) Apache Spark
3 5 (6.17%) GemFire
Cloud Services
1 4 (4.94%) Amazon AWS
2 3 (3.70%) PaaS
3 1 (1.23%) Amazon SQS
3 1 (1.23%) Microsoft Azure
Communications & Networking
1 1 (1.23%) HTTP
Database & Business Intelligence
1 64 (79.01%) NoSQL
2 60 (74.07%) Relational Database
3 58 (71.60%) Bigtable
3 58 (71.60%) PostgreSQL
4 6 (7.41%) MongoDB
5 5 (6.17%) Big Data
6 3 (3.70%) SQL Server
7 1 (1.23%) Cosmos DB
7 1 (1.23%) CouchDB
Development Applications
1 5 (6.17%) Git (software)
1 5 (6.17%) Jenkins
1 5 (6.17%) JUnit
1 5 (6.17%) Maven
2 1 (1.23%) Oracle Forms
General
1 61 (75.31%) Finance
2 2 (2.47%) Banking
2 2 (2.47%) Investment Banking
2 2 (2.47%) Law
Job Titles
1 32 (39.51%) Python Engineer
2 21 (25.93%) Java Engineer
3 14 (17.28%) Developer
4 12 (14.81%) Python Developer
5 9 (11.11%) Software Engineer
6 8 (9.88%) Programmer
6 8 (9.88%) Python Programmer
7 6 (7.41%) Development Manager
7 6 (7.41%) Technical Development Manager
7 6 (7.41%) Technical Leader
7 6 (7.41%) Technical Manager
8 4 (4.94%) Java Software Engineer
9 3 (3.70%) Designer
9 3 (3.70%) Senior Software Engineer
9 3 (3.70%) Solutions Designer
10 2 (2.47%) Java Developer
10 2 (2.47%) Lead Software Engineer
10 2 (2.47%) React Developer
10 2 (2.47%) UI Developer
11 1 (1.23%) .NET Developer
Libraries, Frameworks & Software Standards
1 58 (71.60%) Middleware
1 58 (71.60%) XML
1 58 (71.60%) XML Schema
2 7 (8.64%) .NET
3 6 (7.41%) Spring
4 5 (6.17%) AngularJS
5 4 (4.94%) HTML
5 4 (4.94%) HTML5
6 3 (3.70%) .NET Framework
6 3 (3.70%) J2EE
6 3 (3.70%) React
7 2 (2.47%) OpenFin
7 2 (2.47%) Redux
7 2 (2.47%) WebSockets
8 1 (1.23%) ASP.NET
8 1 (1.23%) ASP.NET Web API
8 1 (1.23%) Entity Framework
8 1 (1.23%) Hibernate
8 1 (1.23%) RabbitMQ
8 1 (1.23%) REST
Miscellaneous
1 58 (71.60%) Virtual Team
2 3 (3.70%) Greenfield Project
3 2 (2.47%) Analytical Skills
3 2 (2.47%) Self-Motivation
Operating Systems
1 5 (6.17%) Linux
1 5 (6.17%) Unix
Processes & Methodologies
1 69 (85.19%) TDD
2 68 (83.95%) OO
3 65 (80.25%) BDD
4 64 (79.01%) Test Automation
5 61 (75.31%) Unit Testing
6 60 (74.07%) Continuous Integration
7 58 (71.60%) Complex Event Processing
7 58 (71.60%) Continuous Deployment
7 58 (71.60%) Domain Models
7 58 (71.60%) Refactoring
7 58 (71.60%) System Testing
8 25 (30.86%) OOA/OOD
8 25 (30.86%) OOP
9 20 (24.69%) Agile Software Development
10 15 (18.52%) Software Engineering
11 9 (11.11%) Mentoring
11 9 (11.11%) SDLC
12 8 (9.88%) Analytics
12 8 (9.88%) Data Analytics
12 8 (9.88%) Problem-Solving
Programming Languages
1 70 (86.42%) Python
2 63 (77.78%) SQL
3 58 (71.60%) XPath
4 45 (55.56%) Java
5 29 (35.80%) C#
6 28 (34.57%) C++
6 28 (34.57%) Ruby
7 5 (6.17%) JavaScript
8 3 (3.70%) C
8 3 (3.70%) Java 8
8 3 (3.70%) Scala
9 2 (2.47%) Perl
9 2 (2.47%) Shell Script
Qualifications
1 4 (4.94%) Degree
Vendors
1 5 (6.17%) Oracle
2 3 (3.70%) Sybase
3 2 (2.47%) Cognizant