Period
to 20 April 2019

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 20 April 2019 with a comparison to the same period in the previous 2 years.

NoSQL
South Wales > Cardiff
6 months to
20 Apr 2019
Same period 2018 Same period 2017
Rank 62 62 54
Rank change year-on-year 0 -8 +41
Permanent jobs citing NoSQL 23 22 46
As % of all permanent IT jobs advertised in Cardiff 2.30% 2.49% 4.04%
As % of the Database & Business Intelligence category 8.01% 8.24% 11.70%
Number of salaries quoted 14 20 39
Cardiff median annual salary £47,500 £40,000 £42,500
Median salary % change year-on-year +18.75% -5.88% -19.05%
10th Percentile £29,875 £28,500 £26,000
90th Percentile £62,500 £57,625 £85,000
South Wales median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% -19.05%

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 287 267 393
As % of all permanent IT jobs advertised in Cardiff 28.73% 30.27% 34.47%
Number of salaries quoted 261 242 348
Cardiff median annual salary £37,500 £38,500 £40,000
Median salary % change year-on-year -2.60% -3.75% +12.68%
10th Percentile £27,750 £27,500 £24,425
90th Percentile £57,500 £51,250 £55,000
South Wales median annual salary £40,000 £40,000 £40,000

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 20 April 2019.

Salary histogram for NoSQL in Cardiff

For the 6 months to 20 April 2019, 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 18 (78.26%) Agile Software Development
2 10 (43.48%) JavaScript
2 10 (43.48%) SQL
3 9 (39.13%) MVC
3 9 (39.13%) Finance
3 9 (39.13%) TDD
3 9 (39.13%) Git (software)
3 9 (39.13%) DevOps
4 8 (34.78%) MongoDB
4 8 (34.78%) Python
4 8 (34.78%) .NET
4 8 (34.78%) PHP
4 8 (34.78%) C#
4 8 (34.78%) Java
4 8 (34.78%) CSS
5 7 (30.43%) Linux
5 7 (30.43%) OOP
5 7 (30.43%) HTML
5 7 (30.43%) Amazon AWS
5 7 (30.43%) jQuery
5 7 (30.43%) Relational Database
5 7 (30.43%) Jenkins
6 6 (26.09%) Mentoring
6 6 (26.09%) Docker
6 6 (26.09%) Unit Testing
6 6 (26.09%) Team Foundation Server
6 6 (26.09%) Continuous Improvement
6 6 (26.09%) SQL Server
7 5 (21.74%) Apache
7 5 (21.74%) Scrum

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 5 (21.74%) Apache
2 3 (13.04%) Tomcat
3 2 (8.70%) Apache Spark
3 2 (8.70%) IIS
3 2 (8.70%) JBoss
3 2 (8.70%) Jetty
3 2 (8.70%) nginx
3 2 (8.70%) WebSphere
4 1 (4.35%) Cloud Foundry
4 1 (4.35%) Elasticsearch
Cloud Services
1 7 (30.43%) Amazon AWS
2 4 (17.39%) Microsoft Azure
3 2 (8.70%) AWS Lambda
3 2 (8.70%) Cloud Computing
3 2 (8.70%) Google Cloud Platform
3 2 (8.70%) SaaS
3 2 (8.70%) Serverless
Communications & Networking
1 2 (8.70%) Internet
Database & Business Intelligence
1 8 (34.78%) MongoDB
2 7 (30.43%) Relational Database
3 6 (26.09%) SQL Server
4 4 (17.39%) MySQL
4 4 (17.39%) Redis
5 3 (13.04%) Couchbase
5 3 (13.04%) RDBMS
5 3 (13.04%) SQL Server 2008
5 3 (13.04%) SQL Server 2012
6 2 (8.70%) Amazon DynamoDB
7 1 (4.35%) Crystal Reports
7 1 (4.35%) SQLite
Development Applications
1 9 (39.13%) Git (software)
2 7 (30.43%) Jenkins
3 6 (26.09%) Team Foundation Server
4 5 (21.74%) Selenium
4 5 (21.74%) TeamCity
5 3 (13.04%) Maven
5 3 (13.04%) MbUnit
5 3 (13.04%) Mercurial
5 3 (13.04%) MSTest
5 3 (13.04%) NUnit
5 3 (13.04%) SpecFlow
5 3 (13.04%) Subversion
5 3 (13.04%) Visual Studio
6 2 (8.70%) Eclipse
6 2 (8.70%) Grunt
6 2 (8.70%) JMeter
6 2 (8.70%) JUnit
6 2 (8.70%) NetBeans
6 2 (8.70%) PHPUnit
6 2 (8.70%) Xdebug
General
1 9 (39.13%) Finance
2 3 (13.04%) Retail
2 3 (13.04%) Retail Finance
3 2 (8.70%) Back Office
3 2 (8.70%) Banking
3 2 (8.70%) Welsh Language
4 1 (4.35%) Electronics
4 1 (4.35%) Games
4 1 (4.35%) Manufacturing
4 1 (4.35%) Marketing
4 1 (4.35%) Telecoms
Job Titles
1 16 (69.57%) Developer
2 5 (21.74%) Software Developer
3 4 (17.39%) .NET Developer
3 4 (17.39%) Java Developer
4 3 (13.04%) Lead Developer
4 3 (13.04%) PHP Developer
5 2 (8.70%) Architect
5 2 (8.70%) C# Developer
5 2 (8.70%) C# Software Developer
5 2 (8.70%) DevOps Engineer
5 2 (8.70%) Lead PHP Developer
6 1 (4.35%) Backend Developer
6 1 (4.35%) Graduate
6 1 (4.35%) Graduate Software Developer
6 1 (4.35%) IT Architect
6 1 (4.35%) Java Engineer
6 1 (4.35%) Lead Software Developer
6 1 (4.35%) Senior .NET Developer
6 1 (4.35%) Senior Java Engineer
6 1 (4.35%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (34.78%) .NET
1 8 (34.78%) CSS
2 7 (30.43%) HTML
2 7 (30.43%) jQuery
3 5 (21.74%) AngularJS
3 5 (21.74%) Laravel
4 4 (17.39%) HTML5
4 4 (17.39%) Node.js
5 3 (13.04%) .NET Core
5 3 (13.04%) .NET Framework
5 3 (13.04%) ASP.NET
5 3 (13.04%) ASP.NET Web API
5 3 (13.04%) CSS3
5 3 (13.04%) Gherkin
5 3 (13.04%) KnockoutJS
5 3 (13.04%) Spring
5 3 (13.04%) WCF
5 3 (13.04%) XML
6 2 (8.70%) LAMP
6 2 (8.70%) XSLT
Miscellaneous
1 3 (13.04%) Greenfield Project
1 3 (13.04%) Self-Motivation
2 2 (8.70%) Cloud Native
2 2 (8.70%) Management Information System
2 2 (8.70%) NHS
3 1 (4.35%) Social Media
Operating Systems
1 7 (30.43%) Linux
2 3 (13.04%) Unix
3 2 (8.70%) Windows
Processes & Methodologies
1 18 (78.26%) Agile Software Development
2 9 (39.13%) DevOps
2 9 (39.13%) MVC
2 9 (39.13%) TDD
3 7 (30.43%) OOP
4 6 (26.09%) Continuous Improvement
4 6 (26.09%) Mentoring
4 6 (26.09%) Unit Testing
5 5 (21.74%) Continuous Integration
5 5 (21.74%) Scrum
5 5 (21.74%) SOLID
6 4 (17.39%) BDD
6 4 (17.39%) Coaching
6 4 (17.39%) Test Automation
7 3 (13.04%) ATDD
7 3 (13.04%) Risk Management
7 3 (13.04%) Technical Leadership
7 3 (13.04%) Test-First Development
7 3 (13.04%) Web Development
8 2 (8.70%) Artificial Intelligence
Programming Languages
1 10 (43.48%) JavaScript
1 10 (43.48%) SQL
2 8 (34.78%) C#
2 8 (34.78%) Java
2 8 (34.78%) PHP
2 8 (34.78%) Python
3 4 (17.39%) TypeScript
4 2 (8.70%) CFML
4 2 (8.70%) PHP 5
5 1 (4.35%) Delphi
Qualifications
1 3 (13.04%) Degree
2 1 (4.35%) Computer Science Degree
System Software
1 6 (26.09%) Docker
2 1 (4.35%) Apache ZooKeeper
2 1 (4.35%) Varnish
Systems Management
1 3 (13.04%) Ansible
1 3 (13.04%) Kubernetes
2 2 (8.70%) Docker Swarm
2 2 (8.70%) Opscode Chef
2 2 (8.70%) Puppet
2 2 (8.70%) Salt
3 1 (4.35%) Terraform
Vendors
1 3 (13.04%) Oracle
2 2 (8.70%) Microsoft
2 2 (8.70%) Zend
3 1 (4.35%) Adobe
3 1 (4.35%) Salesforce.com
3 1 (4.35%) SAP
3 1 (4.35%) Sybase