Period
to 19 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 19 June 2018 with a comparison to the same period in the previous 2 years.

Apache Cassandra
UK > Scotland
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 116 179 215
Rank change year-on-year +63 +36 0
Permanent jobs citing Apache Cassandra 134 27 27
As % of all permanent IT jobs advertised in Scotland 2.35% 0.55% 0.47%
As % of the Database & Business Intelligence category 7.17% 1.44% 1.50%
Number of salaries quoted 85 21 6
Scotland median annual salary £45,000 £80,000 £40,000
Median salary % change year-on-year -43.75% +100.00% -
10th Percentile £37,500 £41,250 £28,750
90th Percentile £73,750 £80,000 £48,750
UK median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% -

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Permanent vacancies with a requirement for database or business intelligence skills 1,870 1,875 1,799
As % of all permanent IT jobs advertised in Scotland 32.76% 38.00% 31.43%
Number of salaries quoted 1,345 1,159 990
Scotland median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £28,250 £28,500
90th Percentile £70,000 £70,000 £64,750
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Apache Cassandra
Job Vacancy Trend in Scotland

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

Job vacancy trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Trend in Scotland

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

Salary trend for Apache Cassandra in Scotland

Apache Cassandra
Salary Histogram in Scotland

The salary distribution of IT jobs citing Apache Cassandra in Scotland over the 6 months to 19 June 2018.

Salary histogram for Apache Cassandra in Scotland

Apache Cassandra
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Cassandra within the Scotland region over the 6 months to 19 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +46 102 £45,000 -43.75% 1
Edinburgh +12 30 £60,000 +25.65% 7
Aberdeen - 3 £37,500 -
Apache Cassandra
UK

For the 6 months to 19 June 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 Scotland region with a requirement for Apache Cassandra.

1 87 (64.93%) SQL
2 86 (64.18%) Python
3 83 (61.94%) NoSQL
4 82 (61.19%) TDD
5 79 (58.96%) Finance
6 70 (52.24%) PostgreSQL
7 69 (51.49%) BDD
8 68 (50.75%) OO
9 66 (49.25%) Java
10 62 (46.27%) Unit Testing
11 60 (44.78%) Continuous Integration
12 59 (44.03%) Relational Database
13 58 (43.28%) XML
14 56 (41.79%) Virtual Team
14 56 (41.79%) Continuous Deployment
14 56 (41.79%) Test Automation
15 55 (41.04%) System Testing
15 55 (41.04%) Complex Event Processing
15 55 (41.04%) Bigtable
15 55 (41.04%) Domain Models
15 55 (41.04%) MQSeries
15 55 (41.04%) XML Schema
15 55 (41.04%) Middleware
15 55 (41.04%) Refactoring
15 55 (41.04%) XPath
16 38 (28.36%) Agile Software Development
17 36 (26.87%) SDLC
18 34 (25.37%) Spring
19 32 (23.88%) Apache Spark
20 26 (19.40%) C#

Apache Cassandra
Co-occurring IT Skills in Scotland 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 55 (41.04%) MQSeries
2 32 (23.88%) Apache Spark
3 21 (15.67%) Elasticsearch
4 12 (8.96%) Tomcat
5 11 (8.21%) SAS
6 10 (7.46%) GemFire
7 2 (1.49%) Oracle SOA Suite
8 1 (0.75%) Apache
8 1 (0.75%) Apache Qpid
8 1 (0.75%) CMS
8 1 (0.75%) JBoss
8 1 (0.75%) nginx
Cloud Services
1 12 (8.96%) Amazon AWS
2 11 (8.21%) PaaS
3 10 (7.46%) IaaS
3 10 (7.46%) SaaS
4 8 (5.97%) Microsoft Azure
5 4 (2.99%) Amazon SQS
6 3 (2.24%) Cloud Computing
6 3 (2.24%) Google Cloud Platform
7 1 (0.75%) Cortana Intelligence Suite
Communications & Networking
1 13 (9.70%) HTTP
2 1 (0.75%) DMZ
2 1 (0.75%) F5 BIG-IP GTM
2 1 (0.75%) F5 BIG-IP LTM
2 1 (0.75%) Internet
2 1 (0.75%) Network Security
Database & Business Intelligence
1 83 (61.94%) NoSQL
2 70 (52.24%) PostgreSQL
3 59 (44.03%) Relational Database
4 55 (41.04%) Bigtable
5 17 (12.69%) Hadoop
6 13 (9.70%) Apache Hive
6 13 (9.70%) HBase
6 13 (9.70%) MongoDB
7 11 (8.21%) DB2
8 10 (7.46%) BusinessObjects
8 10 (7.46%) Oracle Database
8 10 (7.46%) Oracle Database 10g
8 10 (7.46%) Oracle Database 11g
8 10 (7.46%) Oracle Database 12c
9 9 (6.72%) Big Data
10 4 (2.99%) Cosmos DB
10 4 (2.99%) CouchDB
10 4 (2.99%) Neo4j
11 3 (2.24%) Data Mining
12 2 (1.49%) RDBMS
Development Applications
1 16 (11.94%) Git (software)
2 14 (10.45%) Jenkins
2 14 (10.45%) JUnit
3 12 (8.96%) Maven
4 4 (2.99%) Mockito
5 3 (2.24%) Atlassian Bamboo
5 3 (2.24%) GitLab
5 3 (2.24%) Team Foundation Server
6 1 (0.75%) Ant
6 1 (0.75%) JIRA
General
1 79 (58.96%) Finance
2 2 (1.49%) Banking
2 2 (1.49%) Marketing
3 1 (0.75%) Retail
Job Titles
1 44 (32.84%) Developer
2 33 (24.63%) Python Developer
3 26 (19.40%) Java Developer
4 17 (12.69%) Python Engineer
4 17 (12.69%) Software Engineer
5 15 (11.19%) Java Engineer
5 15 (11.19%) Programmer
5 15 (11.19%) Python Programmer
6 13 (9.70%) Senior Developer
6 13 (9.70%) Senior Java Developer
6 13 (9.70%) Senior Python Developer
7 11 (8.21%) Data Engineer
7 11 (8.21%) Java Software Engineer
8 10 (7.46%) Architect
8 10 (7.46%) Cloud Architect
8 10 (7.46%) Technical Architect
9 5 (3.73%) Lead Developer
10 4 (2.99%) Big Data Engineer
10 4 (2.99%) Python Software Engineer
11 3 (2.24%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 58 (43.28%) XML
2 55 (41.04%) Middleware
2 55 (41.04%) XML Schema
3 34 (25.37%) Spring
4 20 (14.93%) Hibernate
5 17 (12.69%) Kafka
6 12 (8.96%) REST
7 9 (6.72%) HTML
8 8 (5.97%) .NET
9 7 (5.22%) HTML5
10 5 (3.73%) CSS
11 4 (2.99%) .NET Framework
11 4 (2.99%) ASP.NET
11 4 (2.99%) ASP.NET Web API
11 4 (2.99%) Entity Framework
11 4 (2.99%) RabbitMQ
11 4 (2.99%) Redux
12 3 (2.24%) Akka.NET
12 3 (2.24%) CSS3
12 3 (2.24%) Node.js
Miscellaneous
1 56 (41.79%) Virtual Team
2 14 (10.45%) User Experience
3 10 (7.46%) DataPower
4 4 (2.99%) Greenfield Project
5 3 (2.24%) Algorithms
5 3 (2.24%) Analytical Skills
6 2 (1.49%) Computer Science
7 1 (0.75%) Cloud Native
7 1 (0.75%) Equities
7 1 (0.75%) Private Cloud
7 1 (0.75%) Self-Motivation
Operating Systems
1 24 (17.91%) Linux
1 24 (17.91%) Unix
2 10 (7.46%) AIX
2 10 (7.46%) HPUX
2 10 (7.46%) Red Hat Enterprise Linux
2 10 (7.46%) Solaris
2 10 (7.46%) Windows
Processes & Methodologies
1 82 (61.19%) TDD
2 69 (51.49%) BDD
3 68 (50.75%) OO
4 62 (46.27%) Unit Testing
5 60 (44.78%) Continuous Integration
6 56 (41.79%) Continuous Deployment
6 56 (41.79%) Test Automation
7 55 (41.04%) Complex Event Processing
7 55 (41.04%) Domain Models
7 55 (41.04%) Refactoring
7 55 (41.04%) System Testing
8 38 (28.36%) Agile Software Development
9 36 (26.87%) SDLC
10 25 (18.66%) Mentoring
11 24 (17.91%) Migration
12 20 (14.93%) OOA/OOD
13 19 (14.18%) OOP
13 19 (14.18%) Software Engineering
14 17 (12.69%) Multithreading
14 17 (12.69%) Scrum
Programming Languages
1 87 (64.93%) SQL
2 86 (64.18%) Python
3 66 (49.25%) Java
4 55 (41.04%) XPath
5 26 (19.40%) C#
5 26 (19.40%) C++
6 23 (17.16%) Ruby
7 6 (4.48%) JavaScript
8 3 (2.24%) C
8 3 (2.24%) Embedded C++
9 2 (1.49%) ES6
9 2 (1.49%) Perl
9 2 (1.49%) Shell Script
10 1 (0.75%) Java 8
10 1 (0.75%) PL/SQL
10 1 (0.75%) R
10 1 (0.75%) Scala
Qualifications
1 6 (4.48%) Degree
2 1 (0.75%) Computer Science Degree
2 1 (0.75%) Security Cleared
Quality Assurance & Compliance
1 2 (1.49%) Data Quality
2 1 (0.75%) Dodd-Frank
2 1 (0.75%) EMIR
2 1 (0.75%) FATCA
2 1 (0.75%) GDPR
2 1 (0.75%) MiFID
2 1 (0.75%) QA
2 1 (0.75%) Solvency II
Systems Management
1 10 (7.46%) Hadoop YARN
1 10 (7.46%) Tivoli
1 10 (7.46%) Tivoli Monitoring
2 1 (0.75%) Control-M
2 1 (0.75%) Kubernetes
2 1 (0.75%) Opscode Chef
2 1 (0.75%) Terraform
Vendors
1 16 (11.94%) Oracle
2 11 (8.21%) IBM
2 11 (8.21%) Sybase
3 10 (7.46%) Hitachi
3 10 (7.46%) Hortonworks
4 4 (2.99%) Google
5 2 (1.49%) Avaya
5 2 (1.49%) Cisco
5 2 (1.49%) Cognizant
5 2 (1.49%) Vertica
6 1 (0.75%) Apple
6 1 (0.75%) F5
6 1 (0.75%) HP
6 1 (0.75%) Informatica
6 1 (0.75%) Microsoft
6 1 (0.75%) Splunk
6 1 (0.75%) Tableau