Period
to 18 December 2017

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 18 December 2017 with a comparison to the same period in the previous 2 years.

NoSQL
South Wales > Cardiff
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 61 73 88
Rank change year-on-year +12 +15 +9
Permanent jobs citing NoSQL 15 36 28
As % of all permanent IT jobs advertised in Cardiff 1.86% 2.71% 1.82%
As % of the Database & Business Intelligence category 6.07% 9.00% 6.31%
Number of salaries quoted 15 44 20
Cardiff median annual salary £35,000 £55,000 £37,500
Median salary % change year-on-year -36.36% +46.67% -18.48%
10th Percentile £27,950 £24,775 £31,250
90th Percentile £50,000 £85,000 £62,750
South Wales median annual salary £38,187 £50,000 £36,250
% change year-on-year -23.63% +37.93% -21.20%

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 247 400 444
As % of all permanent IT jobs advertised in Cardiff 30.65% 30.14% 28.91%
Number of salaries quoted 228 378 382
Cardiff median annual salary £37,500 £36,500 £35,000
Median salary % change year-on-year +2.74% +4.29% -
10th Percentile £26,100 £24,250 £23,000
90th Percentile £50,550 £55,000 £48,750
South Wales median annual salary £38,500 £40,000 £35,000
% change year-on-year -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 18 December 2017.

Salary histogram for NoSQL in Cardiff

For the 6 months to 18 December 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cardiff region with a requirement for NoSQL.

1 9 (60.00%) Git (software)
2 8 (53.33%) MongoDB
3 7 (46.67%) AngularJS
3 7 (46.67%) JavaScript
4 6 (40.00%) SQL
4 6 (40.00%) SQL Server
4 6 (40.00%) PostgreSQL
4 6 (40.00%) Agile Software Development
5 5 (33.33%) CSS
5 5 (33.33%) MySQL
5 5 (33.33%) PHP
5 5 (33.33%) Laravel
5 5 (33.33%) Machine Learning
5 5 (33.33%) Amazon AWS
5 5 (33.33%) Docker
6 4 (26.67%) Microservices
6 4 (26.67%) SOLID
6 4 (26.67%) Mentoring
6 4 (26.67%) SaaS
6 4 (26.67%) Sass
6 4 (26.67%) OO
6 4 (26.67%) MVC
6 4 (26.67%) Selenium
7 3 (20.00%) WCF
7 3 (20.00%) Symfony
7 3 (20.00%) QlikView
7 3 (20.00%) Software Engineering
7 3 (20.00%) jQuery
7 3 (20.00%) Spotfire
7 3 (20.00%) Time Management

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 (20.00%) Apache Pig
2 2 (13.33%) Apache
2 2 (13.33%) nginx
3 1 (6.67%) Tomcat
Cloud Services
1 5 (33.33%) Amazon AWS
2 4 (26.67%) SaaS
3 3 (20.00%) npm
4 2 (13.33%) Microsoft Azure
Database & Business Intelligence
1 8 (53.33%) MongoDB
2 6 (40.00%) PostgreSQL
2 6 (40.00%) SQL Server
3 5 (33.33%) MySQL
4 3 (20.00%) Apache Hive
4 3 (20.00%) Hadoop
4 3 (20.00%) QlikView
4 3 (20.00%) Relational Database
4 3 (20.00%) Spotfire
5 2 (13.33%) Big Data
5 2 (13.33%) MariaDB
5 2 (13.33%) Redis
6 1 (6.67%) Couchbase
6 1 (6.67%) Ingres
6 1 (6.67%) RDBMS
Development Applications
1 9 (60.00%) Git (software)
2 4 (26.67%) Selenium
3 3 (20.00%) Bower
3 3 (20.00%) Jenkins
3 3 (20.00%) Subversion
4 2 (13.33%) Bitbucket
4 2 (13.33%) JMeter
4 2 (13.33%) SpecFlow
4 2 (13.33%) WebDriver
4 2 (13.33%) Xdebug
5 1 (6.67%) JUnit
5 1 (6.67%) Vagrant
General
1 3 (20.00%) Games
2 1 (6.67%) Finance
2 1 (6.67%) Financial Institution
Job Titles
1 11 (73.33%) Developer
2 4 (26.67%) Senior Developer
3 3 (20.00%) Analyst
3 3 (20.00%) Data Analyst
3 3 (20.00%) Software Developer
3 3 (20.00%) Technical Analyst
4 2 (13.33%) Developer/Software Engineer
4 2 (13.33%) JavaScript Developer
4 2 (13.33%) Lead Developer
4 2 (13.33%) PHP Developer
4 2 (13.33%) Software Engineer
5 1 (6.67%) Administrator
5 1 (6.67%) DBA
5 1 (6.67%) Java Developer
5 1 (6.67%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 7 (46.67%) AngularJS
2 5 (33.33%) CSS
2 5 (33.33%) Laravel
3 4 (26.67%) Sass
4 3 (20.00%) .NET
4 3 (20.00%) ASP.NET
4 3 (20.00%) ASP.NET Web API
4 3 (20.00%) HTML
4 3 (20.00%) jQuery
4 3 (20.00%) Node.js
4 3 (20.00%) Pandas
4 3 (20.00%) RESTful
4 3 (20.00%) SOAP
4 3 (20.00%) Symfony
4 3 (20.00%) WCF
4 3 (20.00%) Web Services
5 2 (13.33%) .NET Framework
5 2 (13.33%) ASP.NET Core
5 2 (13.33%) LAMP
5 2 (13.33%) NHibernate
Miscellaneous
1 2 (13.33%) Fintech
1 2 (13.33%) Greenfield Project
1 2 (13.33%) N-Tier
Operating Systems
1 3 (20.00%) Linux
2 2 (13.33%) DC/OS
3 1 (6.67%) Unix
Processes & Methodologies
1 6 (40.00%) Agile Software Development
2 5 (33.33%) Machine Learning
3 4 (26.67%) Mentoring
3 4 (26.67%) Microservices
3 4 (26.67%) MVC
3 4 (26.67%) OO
3 4 (26.67%) SOLID
4 3 (20.00%) API Integration
4 3 (20.00%) Business Intelligence
4 3 (20.00%) Coaching
4 3 (20.00%) Data Visualisation
4 3 (20.00%) E-Commerce
4 3 (20.00%) Econometrics
4 3 (20.00%) MapReduce
4 3 (20.00%) Software Architecture
4 3 (20.00%) Software Engineering
4 3 (20.00%) TDD
4 3 (20.00%) Time Management
4 3 (20.00%) Visualisation
5 2 (13.33%) BDD
Programming Languages
1 7 (46.67%) JavaScript
2 6 (40.00%) SQL
3 5 (33.33%) PHP
4 3 (20.00%) C#
4 3 (20.00%) Python
4 3 (20.00%) R
5 2 (13.33%) Groovy
5 2 (13.33%) PHP 5
5 2 (13.33%) TypeScript
6 1 (6.67%) Java
6 1 (6.67%) VB
System Software
1 5 (33.33%) Docker
2 1 (6.67%) Varnish
Systems Management
1 2 (13.33%) Kubernetes
2 1 (6.67%) Ansible
Vendors
1 3 (20.00%) Tableau
2 2 (13.33%) Google
2 2 (13.33%) Oracle
3 1 (6.67%) Actian
3 1 (6.67%) Microsoft