Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
South Wales > Cardiff
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 54 65 84
Rank change year-on-year +11 +19 +3
Permanent jobs citing NoSQL 43 9 25
As % of all permanent IT jobs advertised in Cardiff 3.79% 1.11% 1.81%
As % of the Database & Business Intelligence category 12.76% 4.17% 6.87%
Number of salaries quoted 41 10 28
Cardiff median annual salary £58,000 £42,500 £43,750
Median salary % change year-on-year +36.47% -2.86% +25.00%
10th Percentile £38,500 £29,450 £24,250
90th Percentile £71,250 £47,625 £85,000
South Wales median annual salary £56,250 £36,937 £50,000
% change year-on-year +52.29% -26.13% +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 337 216 364
As % of all permanent IT jobs advertised in Cardiff 29.72% 26.70% 26.34%
Number of salaries quoted 277 203 344
Cardiff median annual salary £42,500 £37,500 £35,000
Median salary % change year-on-year +13.33% +7.14% -
10th Percentile £27,500 £26,350 £22,750
90th Percentile £66,750 £52,500 £51,250
South Wales median annual salary £42,500 £38,500 £38,500
% change year-on-year +10.39% - +10.00%

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 21 October 2018.

Salary histogram for NoSQL in Cardiff

For the 6 months to 21 October 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 38 (88.37%) Java
2 35 (81.40%) Agile Software Development
3 29 (67.44%) Spring
4 28 (65.12%) Web Services
5 25 (58.14%) Microservices
6 24 (55.81%) Spring Boot
7 23 (53.49%) Docker
8 22 (51.16%) TDD
9 20 (46.51%) Fintech
10 19 (44.19%) Swagger
11 18 (41.86%) Unit Testing
11 18 (41.86%) BDD
12 17 (39.53%) REST
12 17 (39.53%) Finance
13 16 (37.21%) Amazon AWS
13 16 (37.21%) QA
13 16 (37.21%) Selenium
13 16 (37.21%) Test Automation
14 15 (34.88%) C#
15 14 (32.56%) JMeter
15 14 (32.56%) Cucumber
15 14 (32.56%) Go
16 13 (30.23%) RxJava
16 13 (30.23%) Functional Programming
16 13 (30.23%) Java 8
16 13 (30.23%) SoapUI
17 12 (27.91%) Cloud Native
17 12 (27.91%) QA Automation
17 12 (27.91%) SDET
17 12 (27.91%) 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 9 (20.93%) Confluence
2 6 (13.95%) Apache Spark
3 3 (6.98%) Cloud Foundry
3 3 (6.98%) Elasticsearch
4 1 (2.33%) Apache
4 1 (2.33%) nginx
4 1 (2.33%) NServiceBus
4 1 (2.33%) SAS
Applications
1 2 (4.65%) Microsoft Excel
1 2 (4.65%) Microsoft PowerPoint
Cloud Services
1 16 (37.21%) Amazon AWS
2 12 (27.91%) Google Cloud Platform
3 6 (13.95%) IBM Cloud
4 3 (6.98%) Microsoft Azure
5 1 (2.33%) PaaS
5 1 (2.33%) SaaS
5 1 (2.33%) Serverless
Communications & Networking
1 2 (4.65%) Firewall
2 1 (2.33%) Internet
Database & Business Intelligence
1 9 (20.93%) MongoDB
2 3 (6.98%) Redis
3 2 (4.65%) Big Data
3 2 (4.65%) SQL Server
4 1 (2.33%) Apache Cassandra
4 1 (2.33%) MySQL
4 1 (2.33%) Oracle Database
4 1 (2.33%) Relational Database
4 1 (2.33%) SQL Server 2016
4 1 (2.33%) Sqoop
Development Applications
1 16 (37.21%) Selenium
2 14 (32.56%) Cucumber
2 14 (32.56%) JMeter
3 13 (30.23%) SoapUI
4 9 (20.93%) JIRA
5 8 (18.60%) Git (software)
6 7 (16.28%) JUnit
6 7 (16.28%) Maven
7 5 (11.63%) TestNG
8 4 (9.30%) Ant
8 4 (9.30%) Gradle
8 4 (9.30%) Subversion
9 3 (6.98%) Gerrit
10 1 (2.33%) Atlassian Bamboo
10 1 (2.33%) Bitbucket
10 1 (2.33%) Visual Studio
10 1 (2.33%) Xdebug
General
1 17 (39.53%) Finance
2 1 (2.33%) Banking
2 1 (2.33%) Games
Job Titles
1 17 (39.53%) Developer
2 13 (30.23%) Architect
2 13 (30.23%) QA Engineer
3 12 (27.91%) Java Developer
3 12 (27.91%) Java Engineer
4 7 (16.28%) Automation Engineer
4 7 (16.28%) Java Architect
4 7 (16.28%) Lead Architect
4 7 (16.28%) QA Automation Engineer
5 6 (13.95%) QA Leader
5 6 (13.95%) Technical Architect
6 5 (11.63%) Cloud Developer
6 5 (11.63%) Java Technical Architect
6 5 (11.63%) Technical Leader
7 4 (9.30%) Systems Architect
8 3 (6.98%) Lead Developer
8 3 (6.98%) Lead Java Developer
9 2 (4.65%) AWS Developer
9 2 (4.65%) Cloud Architect
9 2 (4.65%) MongoDB Developer
Libraries, Frameworks & Software Standards
1 29 (67.44%) Spring
2 28 (65.12%) Web Services
3 24 (55.81%) Spring Boot
4 19 (44.19%) Swagger
5 17 (39.53%) REST
6 13 (30.23%) RxJava
7 6 (13.95%) SOAP
8 3 (6.98%) Node.js
8 3 (6.98%) RESTful
9 2 (4.65%) .NET
9 2 (4.65%) ASP.NET
9 2 (4.65%) ASP.NET MVC
9 2 (4.65%) ASP.NET Web API
9 2 (4.65%) CSS
9 2 (4.65%) HTML
9 2 (4.65%) jQuery
9 2 (4.65%) Kafka
9 2 (4.65%) XML
9 2 (4.65%) XML Schema
10 1 (2.33%) HTML5
Miscellaneous
1 20 (46.51%) Fintech
2 12 (27.91%) Cloud Native
3 3 (6.98%) Analytical Skills
3 3 (6.98%) Greenfield Project
4 2 (4.65%) Computer Science
4 2 (4.65%) Management Information System
5 1 (2.33%) Linux Command Line
5 1 (2.33%) User Experience
Operating Systems
1 4 (9.30%) Linux
Processes & Methodologies
1 35 (81.40%) Agile Software Development
2 25 (58.14%) Microservices
3 22 (51.16%) TDD
4 18 (41.86%) BDD
4 18 (41.86%) Unit Testing
5 16 (37.21%) Test Automation
6 13 (30.23%) Functional Programming
7 12 (27.91%) QA Automation
7 12 (27.91%) SDET
8 9 (20.93%) Non-Functional Testing
9 8 (18.60%) Software Engineering
10 7 (16.28%) Continuous Integration
10 7 (16.28%) Performance Testing
11 5 (11.63%) API Testing
12 4 (9.30%) Coaching
12 4 (9.30%) Mentoring
13 3 (6.98%) Analytics
13 3 (6.98%) MVC
13 3 (6.98%) Static Code Analysis
13 3 (6.98%) Technical Architecture
Programming Languages
1 38 (88.37%) Java
2 15 (34.88%) C#
3 14 (32.56%) Go
4 13 (30.23%) Java 8
5 8 (18.60%) SQL
6 4 (9.30%) Ruby
6 4 (9.30%) Scala
7 3 (6.98%) JavaScript
7 3 (6.98%) Python
8 2 (4.65%) PHP
9 1 (2.33%) C
9 1 (2.33%) PHP 5
9 1 (2.33%) R
9 1 (2.33%) Shell Script
Qualifications
1 2 (4.65%) Computer Science Degree
1 2 (4.65%) Degree
Quality Assurance & Compliance
1 16 (37.21%) QA
System Software
1 23 (53.49%) Docker
2 2 (4.65%) Apache ZooKeeper
3 1 (2.33%) HDFS
3 1 (2.33%) Varnish
Systems Management
1 2 (4.65%) Kubernetes
2 1 (2.33%) Kibana
Vendors
1 11 (25.58%) Google
2 4 (9.30%) IBM
3 2 (4.65%) Microsoft
3 2 (4.65%) Oracle
4 1 (2.33%) Atlassian