Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 17 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
South Wales > Cardiff
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 53 63 74
Rank change year-on-year +10 +11 +17
Permanent jobs citing NoSQL 42 15 36
As % of all permanent IT jobs advertised in Cardiff 3.81% 1.86% 2.71%
As % of the Database & Business Intelligence category 13.59% 6.10% 9.00%
Number of salaries quoted 37 15 44
Cardiff median annual salary £57,500 £35,000 £55,000
Median salary % change year-on-year +64.29% -36.36% +46.67%
10th Percentile £39,400 £27,950 £24,775
90th Percentile £71,250 £50,000 £85,000
South Wales median annual salary £55,000 £38,187 £50,000
% change year-on-year +44.03% -23.63% +37.93%

NoSQL 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 Cardiff with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cardiff
Permanent vacancies with a requirement for database or business intelligence skills 309 246 400
As % of all permanent IT jobs advertised in Cardiff 28.04% 30.56% 30.14%
Number of salaries quoted 258 227 378
Cardiff median annual salary £42,000 £37,500 £36,500
Median salary % change year-on-year +12.00% +2.74% +4.29%
10th Percentile £27,500 £26,050 £24,250
90th Percentile £67,500 £50,650 £55,000
South Wales median annual salary £42,500 £38,500 £40,000
% change year-on-year +10.39% -3.75% +14.29%

NoSQL
Job Vacancy Trend in Cardiff

Job postings citing NoSQL as a percentage of all IT jobs advertised in Cardiff.

Job vacancy trend for NoSQL in Cardiff

NoSQL
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in Cardiff.

Salary trend for NoSQL in Cardiff

NoSQL
Salary Histogram in Cardiff

The salary distribution of IT jobs citing NoSQL in Cardiff over the 6 months to 17 December 2018.

Salary histogram for NoSQL in Cardiff

For the 6 months to 17 December 2018, IT jobs citing NoSQL 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 Cardiff region with a requirement for NoSQL.

1 36 (85.71%) Java
1 36 (85.71%) Agile Software Development
2 28 (66.67%) Spring
3 25 (59.52%) Web Services
4 24 (57.14%) Microservices
5 21 (50.00%) Spring Boot
5 21 (50.00%) Docker
6 19 (45.24%) Fintech
7 18 (42.86%) Swagger
7 18 (42.86%) C#
7 18 (42.86%) TDD
7 18 (42.86%) Unit Testing
8 17 (40.48%) Finance
9 16 (38.10%) Test Automation
10 15 (35.71%) Amazon AWS
10 15 (35.71%) Selenium
10 15 (35.71%) BDD
11 14 (33.33%) QA
11 14 (33.33%) JMeter
12 13 (30.95%) REST
12 13 (30.95%) SoapUI
12 13 (30.95%) Go
13 12 (28.57%) RxJava
13 12 (28.57%) Functional Programming
13 12 (28.57%) QA Automation
13 12 (28.57%) SDET
13 12 (28.57%) Cloud Native
13 12 (28.57%) Java 8
14 11 (26.19%) Cucumber
14 11 (26.19%) Google Cloud Platform

NoSQL
Co-occurring IT Skills in Cardiff 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 7 (16.67%) Confluence
2 6 (14.29%) Apache Spark
3 3 (7.14%) Apache
3 3 (7.14%) Cloud Foundry
4 2 (4.76%) nginx
5 1 (2.38%) Elasticsearch
5 1 (2.38%) IIS
5 1 (2.38%) NServiceBus
5 1 (2.38%) Tomcat
Applications
1 2 (4.76%) Microsoft Excel
1 2 (4.76%) Microsoft PowerPoint
Cloud Services
1 15 (35.71%) Amazon AWS
2 11 (26.19%) Google Cloud Platform
3 5 (11.90%) IBM Cloud
4 3 (7.14%) Microsoft Azure
Communications & Networking
1 2 (4.76%) Firewall
2 1 (2.38%) Internet
Database & Business Intelligence
1 7 (16.67%) MongoDB
2 3 (7.14%) Relational Database
2 3 (7.14%) SQL Server
3 2 (4.76%) Big Data
3 2 (4.76%) RDBMS
3 2 (4.76%) Redis
4 1 (2.38%) Couchbase
4 1 (2.38%) MySQL
4 1 (2.38%) SQL Server 2008
4 1 (2.38%) SQL Server 2012
4 1 (2.38%) SQL Server 2016
Development Applications
1 15 (35.71%) Selenium
2 14 (33.33%) JMeter
3 13 (30.95%) SoapUI
4 11 (26.19%) Cucumber
5 8 (19.05%) Git (software)
6 7 (16.67%) JIRA
7 5 (11.90%) JUnit
7 5 (11.90%) Maven
8 3 (7.14%) Subversion
8 3 (7.14%) TestNG
9 2 (4.76%) Ant
9 2 (4.76%) Gerrit
9 2 (4.76%) Gradle
9 2 (4.76%) Team Foundation Server
9 2 (4.76%) Visual Studio
10 1 (2.38%) Grunt
10 1 (2.38%) Jenkins
10 1 (2.38%) MbUnit
10 1 (2.38%) Vagrant
10 1 (2.38%) Xdebug
General
1 17 (40.48%) Finance
2 1 (2.38%) Back Office
2 1 (2.38%) Banking
2 1 (2.38%) Electronics
2 1 (2.38%) Manufacturing
2 1 (2.38%) Marketing
2 1 (2.38%) Retail
2 1 (2.38%) Retail Finance
2 1 (2.38%) Telecoms
2 1 (2.38%) Welsh Language
Job Titles
1 18 (42.86%) Developer
2 13 (30.95%) Java Engineer
3 12 (28.57%) Java Developer
3 12 (28.57%) QA Engineer
4 11 (26.19%) Architect
5 7 (16.67%) Automation Engineer
5 7 (16.67%) QA Automation Engineer
6 6 (14.29%) Java Architect
6 6 (14.29%) Lead Architect
6 6 (14.29%) QA Leader
7 5 (11.90%) Cloud Developer
8 4 (9.52%) Java Technical Architect
8 4 (9.52%) Systems Architect
8 4 (9.52%) Technical Architect
8 4 (9.52%) Technical Leader
9 3 (7.14%) .NET Developer
10 2 (4.76%) C# Developer
10 2 (4.76%) Lead Developer
10 2 (4.76%) Lead Java Developer
10 2 (4.76%) Software Developer
Libraries, Frameworks & Software Standards
1 28 (66.67%) Spring
2 25 (59.52%) Web Services
3 21 (50.00%) Spring Boot
4 18 (42.86%) Swagger
5 13 (30.95%) REST
6 12 (28.57%) RxJava
7 5 (11.90%) .NET
8 4 (9.52%) CSS
8 4 (9.52%) jQuery
8 4 (9.52%) SOAP
9 3 (7.14%) AngularJS
9 3 (7.14%) ASP.NET
9 3 (7.14%) ASP.NET MVC
9 3 (7.14%) ASP.NET Web API
9 3 (7.14%) HTML
9 3 (7.14%) Kafka
9 3 (7.14%) Node.js
9 3 (7.14%) RESTful
10 2 (4.76%) .NET Core
10 2 (4.76%) HTML5
Miscellaneous
1 19 (45.24%) Fintech
2 12 (28.57%) Cloud Native
3 3 (7.14%) Analytical Skills
3 3 (7.14%) Management Information System
4 2 (4.76%) Greenfield Project
5 1 (2.38%) NHS
Operating Systems
1 3 (7.14%) Linux
2 1 (2.38%) Unix
2 1 (2.38%) Windows
Processes & Methodologies
1 36 (85.71%) Agile Software Development
2 24 (57.14%) Microservices
3 18 (42.86%) TDD
3 18 (42.86%) Unit Testing
4 16 (38.10%) Test Automation
5 15 (35.71%) BDD
6 12 (28.57%) Functional Programming
6 12 (28.57%) QA Automation
6 12 (28.57%) SDET
7 8 (19.05%) Continuous Integration
7 8 (19.05%) Non-Functional Testing
8 7 (16.67%) Performance Testing
9 6 (14.29%) Software Engineering
10 5 (11.90%) API Testing
10 5 (11.90%) Coaching
10 5 (11.90%) MVC
11 4 (9.52%) Analytics
11 4 (9.52%) Mentoring
12 3 (7.14%) Computer Science
12 3 (7.14%) Information Management
Programming Languages
1 36 (85.71%) Java
2 18 (42.86%) C#
3 13 (30.95%) Go
4 12 (28.57%) Java 8
5 5 (11.90%) JavaScript
5 5 (11.90%) SQL
6 2 (4.76%) PHP
6 2 (4.76%) Scala
7 1 (2.38%) C
7 1 (2.38%) CFML
7 1 (2.38%) PHP 5
7 1 (2.38%) Ruby
7 1 (2.38%) TypeScript
Qualifications
1 4 (9.52%) Degree
2 3 (7.14%) Computer Science Degree
Quality Assurance & Compliance
1 14 (33.33%) QA
System Software
1 21 (50.00%) Docker
2 3 (7.14%) Apache ZooKeeper
3 1 (2.38%) Varnish
Systems Management
1 1 (2.38%) Ansible
1 1 (2.38%) Kubernetes
Vendors
1 10 (23.81%) Google
2 3 (7.14%) IBM
2 3 (7.14%) Microsoft
3 2 (4.76%) Oracle
4 1 (2.38%) Salesforce.com
4 1 (2.38%) SAP