Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Wales 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 November 2018 with a comparison to the same period in the previous 2 years.

NoSQL
UK > Wales
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 67 79 90
Rank change year-on-year +12 +11 +40
Permanent jobs citing NoSQL 68 66 66
As % of all permanent IT jobs advertised in Wales 3.29% 3.21% 2.54%
As % of the Database & Business Intelligence category 12.36% 11.30% 8.63%
Number of salaries quoted 65 62 56
Wales median annual salary £54,000 £40,000 £51,250
Median salary % change year-on-year +35.00% -21.95% +46.43%
10th Percentile £32,700 £29,750 £31,250
90th Percentile £70,450 £55,349 £85,000
UK median annual salary £55,000 £55,000 £55,000

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 Wales with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Wales
Permanent vacancies with a requirement for database or business intelligence skills 550 584 765
As % of all permanent IT jobs advertised in Wales 26.62% 28.45% 29.47%
Number of salaries quoted 433 526 650
Wales median annual salary £42,500 £38,500 £40,000
Median salary % change year-on-year +10.39% -3.75% +14.29%
10th Percentile £27,500 £23,625 £25,225
90th Percentile £63,100 £55,000 £55,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

NoSQL
Job Vacancy Trend in Wales

Job postings citing NoSQL as a percentage of all IT jobs advertised in Wales.

Job vacancy trend for NoSQL in Wales

NoSQL
Salary Trend in Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in Wales.

Salary trend for NoSQL in Wales

NoSQL
Salary Histogram in Wales

The salary distribution of IT jobs citing NoSQL in Wales over the 6 months to 20 November 2018.

Salary histogram for NoSQL in Wales

NoSQL
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Wales region over the 6 months to 20 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +1 54 £55,000 +33.33% 17
West Wales +14 11 £35,550 -11.13% 3
Mid Wales - 3 £36,000 - 1
NoSQL
UK

For the 6 months to 20 November 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 Wales region with a requirement for NoSQL.

1 57 (83.82%) Agile Software Development
2 52 (76.47%) Java
3 34 (50.00%) Spring
4 32 (47.06%) TDD
5 30 (44.12%) Web Services
5 30 (44.12%) Microservices
6 27 (39.71%) Spring Boot
6 27 (39.71%) Amazon AWS
7 25 (36.76%) REST
7 25 (36.76%) Docker
7 25 (36.76%) SQL
8 23 (33.82%) C#
8 23 (33.82%) Test Automation
9 22 (32.35%) Git (software)
10 21 (30.88%) Cucumber
10 21 (30.88%) BDD
10 21 (30.88%) Fintech
10 21 (30.88%) Finance
10 21 (30.88%) QA
11 18 (26.47%) Unit Testing
11 18 (26.47%) SQL Server
11 18 (26.47%) Swagger
12 17 (25.00%) Go
12 17 (25.00%) Selenium
13 16 (23.53%) JIRA
13 16 (23.53%) Software Engineering
13 16 (23.53%) JavaScript
14 15 (22.06%) RxJava
15 14 (20.59%) JMeter
15 14 (20.59%) Cloud Native

NoSQL
Co-occurring IT Skills in Wales 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 13 (19.12%) Confluence
2 10 (14.71%) Apache Spark
3 8 (11.76%) Elasticsearch
4 4 (5.88%) SAS
5 3 (4.41%) Cloud Foundry
6 2 (2.94%) Apache
6 2 (2.94%) nginx
7 1 (1.47%) NServiceBus
7 1 (1.47%) SharePoint
7 1 (1.47%) Tomcat
Applications
1 2 (2.94%) Microsoft Excel
1 2 (2.94%) Microsoft PowerPoint
Cloud Services
1 27 (39.71%) Amazon AWS
2 12 (17.65%) Google Cloud Platform
2 12 (17.65%) Microsoft Azure
3 7 (10.29%) IBM Cloud
4 6 (8.82%) Amazon EC2
4 6 (8.82%) AWS Lambda
4 6 (8.82%) Serverless
5 2 (2.94%) PaaS
5 2 (2.94%) SaaS
Communications & Networking
1 2 (2.94%) Firewall
2 1 (1.47%) Internet
Database & Business Intelligence
1 18 (26.47%) SQL Server
2 12 (17.65%) MongoDB
3 8 (11.76%) MySQL
4 5 (7.35%) Cosmos DB
4 5 (7.35%) SQL Server 2016
5 4 (5.88%) Apache Cassandra
5 4 (5.88%) Relational Database
6 3 (4.41%) Big Data
6 3 (4.41%) Couchbase
6 3 (4.41%) Hazelcast
6 3 (4.41%) PostgreSQL
6 3 (4.41%) RDBMS
6 3 (4.41%) Redis
6 3 (4.41%) Sqoop
7 2 (2.94%) Cloudant
8 1 (1.47%) Azure SQL Database
8 1 (1.47%) Crystal Reports
8 1 (1.47%) Neo4j
8 1 (1.47%) Oracle Database
8 1 (1.47%) SQLite
Development Applications
1 22 (32.35%) Git (software)
2 21 (30.88%) Cucumber
3 17 (25.00%) Selenium
4 16 (23.53%) JIRA
5 14 (20.59%) JMeter
6 13 (19.12%) JUnit
6 13 (19.12%) SoapUI
7 10 (14.71%) Maven
8 8 (11.76%) Jenkins
9 6 (8.82%) Jasmine
9 6 (8.82%) Mockito
10 4 (5.88%) Subversion
10 4 (5.88%) TestNG
11 3 (4.41%) Ant
11 3 (4.41%) Gradle
12 2 (2.94%) Gerrit
13 1 (1.47%) AccuRev
13 1 (1.47%) Team Foundation Server
13 1 (1.47%) Vagrant
13 1 (1.47%) Xdebug
General
1 21 (30.88%) Finance
2 4 (5.88%) Games
3 3 (4.41%) Back Office
3 3 (4.41%) Electronics
3 3 (4.41%) Manufacturing
3 3 (4.41%) Marketing
3 3 (4.41%) Telecoms
4 1 (1.47%) Banking
Job Titles
1 34 (50.00%) Developer
2 17 (25.00%) Architect
3 16 (23.53%) Java Developer
4 13 (19.12%) Java Engineer
5 12 (17.65%) QA Engineer
6 8 (11.76%) C# Developer
7 7 (10.29%) .NET Developer
7 7 (10.29%) Automation Engineer
7 7 (10.29%) Java Architect
7 7 (10.29%) Lead Architect
7 7 (10.29%) QA Automation Engineer
7 7 (10.29%) Technical Leader
8 6 (8.82%) QA Leader
8 6 (8.82%) Technical Architect
9 5 (7.35%) C# .NET Developer
9 5 (7.35%) Cloud Developer
9 5 (7.35%) Java Technical Architect
9 5 (7.35%) Senior Architect
10 4 (5.88%) Senior Developer
10 4 (5.88%) Systems Architect
Libraries, Frameworks & Software Standards
1 34 (50.00%) Spring
2 30 (44.12%) Web Services
3 27 (39.71%) Spring Boot
4 25 (36.76%) REST
5 18 (26.47%) Swagger
6 15 (22.06%) RxJava
7 13 (19.12%) HTML
8 12 (17.65%) AngularJS
8 12 (17.65%) CSS
9 11 (16.18%) .NET
10 10 (14.71%) Node.js
10 10 (14.71%) Sass
11 8 (11.76%) RESTful
11 8 (11.76%) SOAP
11 8 (11.76%) XML
12 7 (10.29%) ASP.NET
13 6 (8.82%) Apache Cordova
13 6 (8.82%) ASP.NET MVC
13 6 (8.82%) ASP.NET Web API
13 6 (8.82%) JSON
Miscellaneous
1 21 (30.88%) Fintech
2 14 (20.59%) Cloud Native
3 8 (11.76%) Self-Motivation
4 6 (8.82%) Computer Science
4 6 (8.82%) Enterprise Software
5 4 (5.88%) User Experience
6 3 (4.41%) Analytical Skills
6 3 (4.41%) Animation
6 3 (4.41%) Greenfield Project
6 3 (4.41%) Virtual Team
7 2 (2.94%) Data Structures
7 2 (2.94%) Management Information System
8 1 (1.47%) BBC
8 1 (1.47%) Digital Media
8 1 (1.47%) Digital TV
8 1 (1.47%) Social Media
Operating Systems
1 7 (10.29%) Linux
2 4 (5.88%) Unix
Processes & Methodologies
1 57 (83.82%) Agile Software Development
2 32 (47.06%) TDD
3 30 (44.12%) Microservices
4 23 (33.82%) Test Automation
5 21 (30.88%) BDD
6 18 (26.47%) Unit Testing
7 16 (23.53%) Software Engineering
8 12 (17.65%) Continuous Integration
8 12 (17.65%) Functional Programming
8 12 (17.65%) QA Automation
8 12 (17.65%) SDET
9 8 (11.76%) MVC
9 8 (11.76%) Non-Functional Testing
10 7 (10.29%) Mentoring
10 7 (10.29%) Performance Testing
10 7 (10.29%) Scrum
11 6 (8.82%) Analytics
11 6 (8.82%) Line Management
11 6 (8.82%) User Acceptance Testing
12 5 (7.35%) Web Application Development
Programming Languages
1 52 (76.47%) Java
2 25 (36.76%) SQL
3 23 (33.82%) C#
4 17 (25.00%) Go
5 16 (23.53%) JavaScript
6 13 (19.12%) Java 8
6 13 (19.12%) Python
7 10 (14.71%) Ruby
8 9 (13.24%) TypeScript
9 8 (11.76%) Scala
10 4 (5.88%) R
11 3 (4.41%) Clojure
11 3 (4.41%) Groovy
12 2 (2.94%) PHP
13 1 (1.47%) C
13 1 (1.47%) Delphi
13 1 (1.47%) PHP 5
13 1 (1.47%) VB.NET
Qualifications
1 9 (13.24%) Degree
2 7 (10.29%) Computer Science Degree
Quality Assurance & Compliance
1 21 (30.88%) QA
System Software
1 25 (36.76%) Docker
2 3 (4.41%) Apache ZooKeeper
2 3 (4.41%) HDFS
3 1 (1.47%) Varnish
Systems Management
1 6 (8.82%) Puppet
1 6 (8.82%) Terraform
2 5 (7.35%) Kubernetes
3 4 (5.88%) Kibana
4 1 (1.47%) Ansible
Vendors
1 13 (19.12%) Google
2 12 (17.65%) Oracle
3 6 (8.82%) IBM
4 4 (5.88%) Microsoft
5 3 (4.41%) SAP
6 1 (1.47%) Adobe
6 1 (1.47%) Apple
6 1 (1.47%) Cloudera
6 1 (1.47%) Facebook
6 1 (1.47%) Salesforce.com
6 1 (1.47%) Sony
6 1 (1.47%) Sybase
6 1 (1.47%) Yahoo!