Period
to 22 September 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 22 September 2019 with a comparison to the same period in the previous 2 years.

NoSQL
South Wales > Cardiff
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 62 51 67
Rank change year-on-year -11 +16 +20
Permanent jobs citing NoSQL 34 43 15
As % of all permanent IT jobs advertised in Cardiff 2.91% 3.91% 1.69%
As % of the Database & Business Intelligence category 11.60% 12.84% 6.05%
Number of salaries quoted 32 41 12
Cardiff median annual salary £50,000 £57,500 £42,500
Median salary % change year-on-year -13.04% +35.29% -3.41%
10th Percentile £38,750 £31,250 £28,850
90th Percentile £65,000 £71,250 £47,500
South Wales median annual salary £50,000 £55,000 £35,312
% change year-on-year -9.09% +55.75% -29.38%

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 293 335 248
As % of all permanent IT jobs advertised in Cardiff 25.06% 30.43% 27.90%
Number of salaries quoted 254 273 223
Cardiff median annual salary £40,000 £42,500 £37,500
Median salary % change year-on-year -5.88% +13.33% +7.14%
10th Percentile £27,750 £27,500 £26,781
90th Percentile £53,750 £63,750 £52,900
South Wales median annual salary £38,000 £42,500 £39,000
% change year-on-year -10.59% +8.97% +1.30%

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 22 September 2019.

Salary histogram for NoSQL in Cardiff

For the 6 months to 22 September 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 25 (73.53%) SQL
2 24 (70.59%) TDD
3 22 (64.71%) JavaScript
3 22 (64.71%) BDD
4 21 (61.76%) .NET
5 20 (58.82%) SOLID
6 19 (55.88%) C#
7 13 (38.24%) Agile Software Development
8 8 (23.53%) Python
9 7 (20.59%) Finance
9 7 (20.59%) React
9 7 (20.59%) AWS
10 6 (17.65%) Git (software)
10 6 (17.65%) DevOps
10 6 (17.65%) Java
10 6 (17.65%) OOP
11 5 (14.71%) Node.js
11 5 (14.71%) Jenkins
12 4 (11.76%) Laravel
12 4 (11.76%) RESTful
12 4 (11.76%) TypeScript
12 4 (11.76%) Docker
12 4 (11.76%) PHP
12 4 (11.76%) Linux
12 4 (11.76%) Scrum
13 3 (8.82%) Software Engineering
13 3 (8.82%) Internet
13 3 (8.82%) MySQL
13 3 (8.82%) OO
13 3 (8.82%) Apache

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 3 (8.82%) Apache
1 3 (8.82%) Apache Spark
2 2 (5.88%) JBoss
2 2 (5.88%) Jetty
2 2 (5.88%) Tomcat
2 2 (5.88%) WebSphere
Cloud Services
1 7 (20.59%) AWS
2 3 (8.82%) Azure
2 3 (8.82%) GCP
2 3 (8.82%) Serverless
3 2 (5.88%) AWS Lambda
3 2 (5.88%) Cloud Computing
4 1 (2.94%) SaaS
Communications & Networking
1 3 (8.82%) Internet
2 1 (2.94%) DNS
2 1 (2.94%) HTTP
2 1 (2.94%) SMTP
2 1 (2.94%) TCP/IP
Database & Business Intelligence
1 3 (8.82%) MongoDB
1 3 (8.82%) MySQL
1 3 (8.82%) Relational Database
2 2 (5.88%) Amazon DynamoDB
3 1 (2.94%) Couchbase
3 1 (2.94%) Redis
3 1 (2.94%) SQL Server
3 1 (2.94%) SQL Server 2008
3 1 (2.94%) SQL Server 2012
Development Applications
1 6 (17.65%) Git (software)
2 5 (14.71%) Jenkins
3 3 (8.82%) Team Foundation Server
3 3 (8.82%) TeamCity
4 2 (5.88%) Atlassian Bamboo
4 2 (5.88%) PHPUnit
4 2 (5.88%) Selenium
4 2 (5.88%) Subversion
5 1 (2.94%) JMeter
5 1 (2.94%) MbUnit
5 1 (2.94%) Mercurial
5 1 (2.94%) MSTest
5 1 (2.94%) NUnit
5 1 (2.94%) SpecFlow
5 1 (2.94%) Visual Studio
5 1 (2.94%) Xdebug
General
1 7 (20.59%) Finance
2 2 (5.88%) Banking
3 1 (2.94%) Games
3 1 (2.94%) Retail
3 1 (2.94%) Retail Finance
Job Titles
1 28 (82.35%) Developer
2 18 (52.94%) .NET Developer
3 9 (26.47%) Full Stack Developer
4 4 (11.76%) Lead Developer
5 3 (8.82%) PHP Developer
5 3 (8.82%) Senior Developer
5 3 (8.82%) Software Engineer
6 2 (5.88%) DevOps Engineer
6 2 (5.88%) Java Developer
6 2 (5.88%) Lead PHP Developer
6 2 (5.88%) Senior Java Developer
6 2 (5.88%) Software Developer
7 1 (2.94%) Cloud Engineer
7 1 (2.94%) Python Developer
7 1 (2.94%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 21 (61.76%) .NET
2 7 (20.59%) React
3 5 (14.71%) Node.js
4 4 (11.76%) Laravel
4 4 (11.76%) RESTful
5 3 (8.82%) AngularJS
5 3 (8.82%) Web Services
6 2 (5.88%) .NET Core
6 2 (5.88%) CSS
6 2 (5.88%) Hibernate
6 2 (5.88%) HTML
6 2 (5.88%) jQuery
6 2 (5.88%) LAMP
6 2 (5.88%) LEMP Stack
6 2 (5.88%) phpspec
6 2 (5.88%) Spring
7 1 (2.94%) .NET Framework
7 1 (2.94%) ASP.NET Web API
7 1 (2.94%) HTML5
7 1 (2.94%) WCF
Miscellaneous
1 3 (8.82%) Self-Motivation
2 1 (2.94%) Data Centre
2 1 (2.94%) Greenfield Project
Operating Systems
1 4 (11.76%) Linux
2 3 (8.82%) Unix
Processes & Methodologies
1 24 (70.59%) TDD
2 22 (64.71%) BDD
3 20 (58.82%) SOLID
4 13 (38.24%) Agile Software Development
5 6 (17.65%) DevOps
5 6 (17.65%) OOP
6 4 (11.76%) Scrum
7 3 (8.82%) Continuous Improvement
7 3 (8.82%) Continuous Integration
7 3 (8.82%) Mentoring
7 3 (8.82%) OO
7 3 (8.82%) Software Engineering
8 2 (5.88%) Artificial Intelligence
8 2 (5.88%) Coaching
8 2 (5.88%) Configuration Management
8 2 (5.88%) Digital Banking
8 2 (5.88%) High Availability
8 2 (5.88%) Kanban
8 2 (5.88%) MVC
8 2 (5.88%) SDLC
Programming Languages
1 25 (73.53%) SQL
2 22 (64.71%) JavaScript
3 19 (55.88%) C#
4 8 (23.53%) Python
5 6 (17.65%) Java
6 4 (11.76%) PHP
6 4 (11.76%) TypeScript
7 1 (2.94%) PHP 5
System Software
1 4 (11.76%) Docker
2 1 (2.94%) Active Directory
Systems Management
1 2 (5.88%) Ansible
1 2 (5.88%) Opscode Chef
1 2 (5.88%) Puppet
1 2 (5.88%) Salt
2 1 (2.94%) Docker Swarm
2 1 (2.94%) Kubernetes
2 1 (2.94%) Terraform
Vendors
1 2 (5.88%) Zend
2 1 (2.94%) EMC
2 1 (2.94%) Google