Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
South Wales > Cardiff
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 63 57 87
Rank change year-on-year -6 +30 +1
Permanent jobs citing NoSQL 27 33 16
As % of all permanent IT jobs advertised in Cardiff 2.72% 3.15% 1.16%
As % of the Database & Business Intelligence category 9.09% 10.34% 4.23%
Number of salaries quoted 26 21 15
Cardiff median annual salary £53,750 £42,500 £40,000
Median salary % change year-on-year +26.47% +6.25% +33.33%
10th Percentile £31,250 £27,500 £18,700
90th Percentile £67,500 £48,750 £61,500
South Wales median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +16.28%

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 297 319 378
As % of all permanent IT jobs advertised in Cardiff 29.88% 30.50% 27.35%
Number of salaries quoted 255 278 337
Cardiff median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £27,500 £26,000 £22,500
90th Percentile £56,250 £53,750 £50,000
South Wales median annual salary £42,500 £40,000 £38,500
% change year-on-year +6.25% +3.90% +6.94%

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 July 2018.

Salary histogram for NoSQL in Cardiff

For the 6 months to 22 July 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 18 (66.67%) Java
2 15 (55.56%) Web Services
2 15 (55.56%) Agile Software Development
2 15 (55.56%) TDD
3 14 (51.85%) Spring
3 14 (51.85%) Docker
4 13 (48.15%) Spring Boot
4 13 (48.15%) Amazon AWS
5 12 (44.44%) BDD
5 12 (44.44%) MongoDB
5 12 (44.44%) Microservices
5 12 (44.44%) Fintech
6 11 (40.74%) REST
7 10 (37.04%) Unit Testing
8 9 (33.33%) Cucumber
8 9 (33.33%) SQL
9 8 (29.63%) Finance
9 8 (29.63%) QA
9 8 (29.63%) Selenium
9 8 (29.63%) Git (software)
9 8 (29.63%) Test Automation
10 7 (25.93%) JUnit
10 7 (25.93%) Swagger
10 7 (25.93%) Java 8
11 6 (22.22%) IBM Cloud
11 6 (22.22%) RxJava
11 6 (22.22%) Functional Programming
11 6 (22.22%) Go
11 6 (22.22%) SOAP
11 6 (22.22%) C#

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 6 (22.22%) Confluence
2 3 (11.11%) Apache Spark
2 3 (11.11%) Cloud Foundry
2 3 (11.11%) Elasticsearch
3 2 (7.41%) Apache Pig
4 1 (3.70%) SAS
4 1 (3.70%) Tomcat
Cloud Services
1 13 (48.15%) Amazon AWS
2 6 (22.22%) IBM Cloud
3 5 (18.52%) Google Cloud Platform
4 3 (11.11%) Serverless
5 2 (7.41%) SaaS
6 1 (3.70%) Microsoft Azure
6 1 (3.70%) npm
6 1 (3.70%) PaaS
Database & Business Intelligence
1 12 (44.44%) MongoDB
2 5 (18.52%) MySQL
3 3 (11.11%) Apache Cassandra
4 2 (7.41%) Apache Hive
4 2 (7.41%) Big Data
4 2 (7.41%) Impala
4 2 (7.41%) Redis
4 2 (7.41%) SQL Server
5 1 (3.70%) Couchbase
5 1 (3.70%) Oracle Database
5 1 (3.70%) PostgreSQL
5 1 (3.70%) SQL Server 2008
5 1 (3.70%) SQL Server 2012
5 1 (3.70%) Sqoop
Development Applications
1 9 (33.33%) Cucumber
2 8 (29.63%) Git (software)
2 8 (29.63%) Selenium
3 7 (25.93%) JUnit
4 6 (22.22%) JIRA
4 6 (22.22%) Maven
5 5 (18.52%) JMeter
5 5 (18.52%) SoapUI
6 4 (14.81%) Ant
6 4 (14.81%) Gradle
6 4 (14.81%) Subversion
6 4 (14.81%) TestNG
7 3 (11.11%) Gerrit
7 3 (11.11%) Jenkins
8 2 (7.41%) Atlassian Bamboo
9 1 (3.70%) MbUnit
9 1 (3.70%) Mercurial
9 1 (3.70%) MSTest
9 1 (3.70%) SpecFlow
9 1 (3.70%) TeamCity
General
1 8 (29.63%) Finance
2 3 (11.11%) Games
3 1 (3.70%) Banking
Job Titles
1 15 (55.56%) Developer
2 9 (33.33%) Java Developer
3 5 (18.52%) QA Engineer
4 4 (14.81%) Architect
4 4 (14.81%) Java Engineer
5 3 (11.11%) Java Architect
5 3 (11.11%) Lead Architect
5 3 (11.11%) Lead Developer
5 3 (11.11%) Lead Java Developer
5 3 (11.11%) PHP Developer
5 3 (11.11%) QA Leader
5 3 (11.11%) Software Engineer
6 2 (7.41%) Automation Engineer
6 2 (7.41%) Backend Developer
6 2 (7.41%) Cloud Architect
6 2 (7.41%) Cloud Developer
6 2 (7.41%) Elasticsearch Developer
6 2 (7.41%) MongoDB Developer
6 2 (7.41%) QA Automation Engineer
6 2 (7.41%) Technical Architect
Libraries, Frameworks & Software Standards
1 15 (55.56%) Web Services
2 14 (51.85%) Spring
3 13 (48.15%) Spring Boot
4 11 (40.74%) REST
5 7 (25.93%) Swagger
6 6 (22.22%) RxJava
6 6 (22.22%) SOAP
7 4 (14.81%) RESTful
8 3 (11.11%) Node.js
9 2 (7.41%) AngularJS
9 2 (7.41%) XML
9 2 (7.41%) XML Schema
10 1 (3.70%) .NET
10 1 (3.70%) ASP.NET
10 1 (3.70%) ASP.NET Web API
10 1 (3.70%) CSS
10 1 (3.70%) HTML
10 1 (3.70%) pytest
10 1 (3.70%) Spring Cloud
10 1 (3.70%) Struts
Miscellaneous
1 12 (44.44%) Fintech
2 5 (18.52%) Cloud Native
3 2 (7.41%) Greenfield Project
4 1 (3.70%) Linux Command Line
4 1 (3.70%) User Experience
Operating Systems
1 5 (18.52%) Linux
Processes & Methodologies
1 15 (55.56%) Agile Software Development
1 15 (55.56%) TDD
2 12 (44.44%) BDD
2 12 (44.44%) Microservices
3 10 (37.04%) Unit Testing
4 8 (29.63%) Test Automation
5 6 (22.22%) Continuous Integration
5 6 (22.22%) Functional Programming
5 6 (22.22%) Software Engineering
6 4 (14.81%) Mentoring
6 4 (14.81%) Non-Functional Testing
6 4 (14.81%) OO
6 4 (14.81%) QA Automation
6 4 (14.81%) Scrum
6 4 (14.81%) SDET
7 3 (11.11%) CRM
7 3 (11.11%) Migration
7 3 (11.11%) OO PHP
7 3 (11.11%) Static Code Analysis
7 3 (11.11%) Technical Architecture
Programming Languages
1 18 (66.67%) Java
2 9 (33.33%) SQL
3 7 (25.93%) Java 8
4 6 (22.22%) C#
4 6 (22.22%) Go
5 5 (18.52%) JavaScript
5 5 (18.52%) PHP
5 5 (18.52%) Python
6 4 (14.81%) Scala
7 3 (11.11%) Ruby
8 2 (7.41%) R
9 1 (3.70%) Bash Shell
9 1 (3.70%) Perl
9 1 (3.70%) Shell Script
9 1 (3.70%) TypeScript
Quality Assurance & Compliance
1 8 (29.63%) QA
2 1 (3.70%) GCP
2 1 (3.70%) SLA
System Software
1 14 (51.85%) Docker
2 2 (7.41%) Apache Flume
3 1 (3.70%) HDFS
Systems Management
1 2 (7.41%) Kubernetes
2 1 (3.70%) Ansible
2 1 (3.70%) Kibana
2 1 (3.70%) Opscode Chef
2 1 (3.70%) Puppet
Vendors
1 4 (14.81%) Google
1 4 (14.81%) IBM
2 3 (11.11%) Oracle
3 1 (3.70%) Atlassian
3 1 (3.70%) Tableau