Period
to 18 February 2019

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 18 February 2019 with a comparison to the same period in the previous 2 years.

NoSQL
UK > Wales
6 months to
18 Feb 2019
Same period 2018 Same period 2017
Rank 70 58 76
Rank change year-on-year -12 +18 +53
Permanent jobs citing NoSQL 59 82 72
As % of all permanent IT jobs advertised in Wales 3.25% 4.34% 3.07%
As % of the Database & Business Intelligence category 13.47% 14.41% 9.14%
Number of salaries quoted 48 78 65
Wales median annual salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11% +20.00%
10th Percentile £29,951 £29,925 £28,000
90th Percentile £70,000 £55,349 £85,000
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

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 438 569 788
As % of all permanent IT jobs advertised in Wales 24.09% 30.12% 33.62%
Number of salaries quoted 379 485 665
Wales median annual salary £40,000 £39,500 £40,000
Median salary % change year-on-year +1.27% -1.25% +14.29%
10th Percentile £28,000 £25,950 £25,800
90th Percentile £57,500 £55,000 £56,250
UK median annual salary £52,500 £48,500 £47,500
% change year-on-year +8.25% +2.11% +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 18 February 2019.

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 18 February 2019. 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 +4 48 £53,500 +33.75% 14
West Wales -12 8 £31,100 -22.25% 3
Mid Wales - 3 £36,000 -
NoSQL
UK

For the 6 months to 18 February 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 Wales region with a requirement for NoSQL.

1 47 (79.66%) Agile Software Development
2 35 (59.32%) SQL
3 31 (52.54%) Java
4 28 (47.46%) JavaScript
5 25 (42.37%) Git (software)
6 23 (38.98%) C#
6 23 (38.98%) SQL Server
6 23 (38.98%) TDD
7 21 (35.59%) .NET
8 19 (32.20%) HTML
8 19 (32.20%) CSS
8 19 (32.20%) Microservices
9 18 (30.51%) Microsoft Azure
9 18 (30.51%) Amazon AWS
10 17 (28.81%) REST
11 16 (27.12%) Test Automation
11 16 (27.12%) AngularJS
12 15 (25.42%) Python
12 15 (25.42%) Finance
13 14 (23.73%) MVC
13 14 (23.73%) Spring
13 14 (23.73%) Docker
14 13 (22.03%) .NET Core
15 12 (20.34%) Sass
15 12 (20.34%) TypeScript
15 12 (20.34%) Continuous Integration
15 12 (20.34%) Cucumber
15 12 (20.34%) Software Engineering
15 12 (20.34%) Oracle
15 12 (20.34%) Web Services

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 10 (16.95%) Elasticsearch
2 8 (13.56%) Confluence
3 7 (11.86%) Apache Spark
4 5 (8.47%) Apache
5 3 (5.08%) IIS
5 3 (5.08%) nginx
5 3 (5.08%) SAS
6 1 (1.69%) Cloud Foundry
6 1 (1.69%) NServiceBus
6 1 (1.69%) SharePoint
6 1 (1.69%) Tomcat
6 1 (1.69%) WordPress
Cloud Services
1 18 (30.51%) Amazon AWS
1 18 (30.51%) Microsoft Azure
2 6 (10.17%) Amazon EC2
2 6 (10.17%) AWS Lambda
2 6 (10.17%) Serverless
3 3 (5.08%) IBM Cloud
3 3 (5.08%) SaaS
4 2 (3.39%) Google Cloud Platform
4 2 (3.39%) PaaS
5 1 (1.69%) IaaS
Communications & Networking
1 1 (1.69%) Internet
Database & Business Intelligence
1 23 (38.98%) SQL Server
2 10 (16.95%) MongoDB
2 10 (16.95%) MySQL
3 9 (15.25%) Cosmos DB
4 7 (11.86%) Relational Database
5 5 (8.47%) Couchbase
5 5 (8.47%) RDBMS
6 4 (6.78%) Redis
7 3 (5.08%) Apache Cassandra
7 3 (5.08%) Azure SQL Database
7 3 (5.08%) Crystal Reports
7 3 (5.08%) Hazelcast
7 3 (5.08%) PostgreSQL
7 3 (5.08%) SQL Server 2016
7 3 (5.08%) SQLite
8 2 (3.39%) Cloudant
8 2 (3.39%) SQL Server 2008
8 2 (3.39%) SQL Server 2012
8 2 (3.39%) Sqoop
9 1 (1.69%) Neo4j
Development Applications
1 25 (42.37%) Git (software)
2 12 (20.34%) Cucumber
3 11 (18.64%) JIRA
3 11 (18.64%) Selenium
4 10 (16.95%) Jenkins
5 8 (13.56%) JUnit
6 7 (11.86%) JMeter
6 7 (11.86%) Maven
6 7 (11.86%) Team Foundation Server
7 6 (10.17%) Jasmine
7 6 (10.17%) Mockito
8 5 (8.47%) SoapUI
9 3 (5.08%) Visual Studio
10 2 (3.39%) Eclipse
10 2 (3.39%) MbUnit
10 2 (3.39%) Mercurial
10 2 (3.39%) MSTest
10 2 (3.39%) NetBeans
10 2 (3.39%) NUnit
10 2 (3.39%) SpecFlow
General
1 15 (25.42%) Finance
2 5 (8.47%) Back Office
2 5 (8.47%) Games
3 3 (5.08%) Electronics
3 3 (5.08%) Manufacturing
3 3 (5.08%) Marketing
3 3 (5.08%) Telecoms
4 2 (3.39%) Retail
4 2 (3.39%) Retail Finance
4 2 (3.39%) Welsh Language
Job Titles
1 37 (62.71%) Developer
2 12 (20.34%) Architect
3 10 (16.95%) C# Developer
4 8 (13.56%) .NET Developer
4 8 (13.56%) Java Developer
5 6 (10.17%) Java Engineer
6 5 (8.47%) QA Engineer
6 5 (8.47%) Senior Architect
7 4 (6.78%) Backend Developer
7 4 (6.78%) Senior Developer
7 4 (6.78%) Software Developer
7 4 (6.78%) Technical Architect
7 4 (6.78%) Technical Leader
8 3 (5.08%) Automation Engineer
8 3 (5.08%) C# .NET Developer
8 3 (5.08%) Data Architect
8 3 (5.08%) Graduate
8 3 (5.08%) QA Automation Engineer
8 3 (5.08%) Senior Data Architect
9 2 (3.39%) IT Architect
Libraries, Frameworks & Software Standards
1 21 (35.59%) .NET
2 19 (32.20%) CSS
2 19 (32.20%) HTML
3 17 (28.81%) REST
4 16 (27.12%) AngularJS
5 14 (23.73%) Spring
6 13 (22.03%) .NET Core
7 12 (20.34%) Sass
7 12 (20.34%) Web Services
8 11 (18.64%) XML
9 10 (16.95%) jQuery
10 9 (15.25%) ASP.NET
10 9 (15.25%) Node.js
10 9 (15.25%) Spring Boot
11 7 (11.86%) SOAP
12 6 (10.17%) Angular 2
12 6 (10.17%) Apache Cordova
12 6 (10.17%) ASP.NET Web API
12 6 (10.17%) GraphQL
12 6 (10.17%) Ionic Framework
Miscellaneous
1 10 (16.95%) Cloud Native
1 10 (16.95%) Self-Motivation
2 6 (10.17%) Fintech
3 4 (6.78%) Enterprise Software
4 3 (5.08%) Analytical Skills
4 3 (5.08%) Animation
4 3 (5.08%) Greenfield Project
4 3 (5.08%) User Experience
4 3 (5.08%) Virtual Team
5 2 (3.39%) Data Structures
5 2 (3.39%) Management Information System
5 2 (3.39%) NHS
5 2 (3.39%) Social Media
6 1 (1.69%) BBC
6 1 (1.69%) Digital Media
6 1 (1.69%) Digital TV
Operating Systems
1 8 (13.56%) Linux
2 4 (6.78%) Unix
3 3 (5.08%) Windows
4 2 (3.39%) Android
Processes & Methodologies
1 47 (79.66%) Agile Software Development
2 23 (38.98%) TDD
3 19 (32.20%) Microservices
4 16 (27.12%) Test Automation
5 14 (23.73%) MVC
6 12 (20.34%) Continuous Integration
6 12 (20.34%) Software Engineering
7 11 (18.64%) BDD
7 11 (18.64%) Unit Testing
8 8 (13.56%) DevOps
8 8 (13.56%) Scrum
9 6 (10.17%) Continuous Delivery
9 6 (10.17%) Line Management
9 6 (10.17%) Mentoring
9 6 (10.17%) User Acceptance Testing
10 5 (8.47%) QA Automation
10 5 (8.47%) SDET
11 4 (6.78%) Analytics
11 4 (6.78%) Dependency Injection
11 4 (6.78%) IT Strategy
Programming Languages
1 35 (59.32%) SQL
2 31 (52.54%) Java
3 28 (47.46%) JavaScript
4 23 (38.98%) C#
5 15 (25.42%) Python
6 12 (20.34%) TypeScript
7 8 (13.56%) Go
7 8 (13.56%) PHP
8 6 (10.17%) Ruby
9 4 (6.78%) Scala
10 3 (5.08%) Clojure
10 3 (5.08%) Delphi
10 3 (5.08%) Groovy
10 3 (5.08%) Java 8
10 3 (5.08%) R
11 2 (3.39%) Apple Swift
11 2 (3.39%) CFML
11 2 (3.39%) Objective-C
11 2 (3.39%) PHP 5
12 1 (1.69%) VB.NET
Qualifications
1 10 (16.95%) Degree
2 5 (8.47%) Computer Science Degree
Quality Assurance & Compliance
1 11 (18.64%) QA
System Software
1 14 (23.73%) Docker
2 2 (3.39%) HDFS
2 2 (3.39%) Varnish
3 1 (1.69%) Apache ZooKeeper
Systems Management
1 8 (13.56%) Kubernetes
2 7 (11.86%) Terraform
3 6 (10.17%) Puppet
4 5 (8.47%) Kibana
5 2 (3.39%) Docker Swarm
6 1 (1.69%) Ansible
Vendors
1 12 (20.34%) Oracle
2 5 (8.47%) Microsoft
3 4 (6.78%) Google
3 4 (6.78%) IBM
4 3 (5.08%) Adobe
4 3 (5.08%) SAP
4 3 (5.08%) Sybase
5 1 (1.69%) Apple
5 1 (1.69%) Cloudera
5 1 (1.69%) Facebook
5 1 (1.69%) Salesforce.com
5 1 (1.69%) Sony
5 1 (1.69%) Yahoo!