Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

NoSQL
UK > Wales
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 66 94 109
Rank change year-on-year +28 +15 +21
Permanent jobs citing NoSQL 67 44 43
As % of all permanent IT jobs advertised in Wales 3.41% 2.23% 1.66%
As % of the Database & Business Intelligence category 11.88% 7.86% 5.91%
Number of salaries quoted 62 38 32
Wales median annual salary £52,500 £40,000 £50,000
Median salary % change year-on-year +31.25% -20.00% +33.33%
10th Percentile £30,466 £29,380 £31,325
90th Percentile £70,425 £47,875 £69,625
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 564 560 727
As % of all permanent IT jobs advertised in Wales 28.72% 28.33% 28.06%
Number of salaries quoted 436 508 613
Wales median annual salary £42,500 £39,000 £37,500
Median salary % change year-on-year +8.97% +4.00% +7.14%
10th Percentile £27,250 £25,750 £24,600
90th Percentile £61,250 £54,891 £51,250
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 24 September 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 24 September 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 +21 54 £55,000 +55.75% 8
West Wales +24 13 £40,000 - 3
NoSQL
UK

For the 6 months to 24 September 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 51 (76.12%) Agile Software Development
2 42 (62.69%) Java
3 35 (52.24%) TDD
4 30 (44.78%) Web Services
5 29 (43.28%) Microservices
6 27 (40.30%) REST
6 27 (40.30%) Spring
7 26 (38.81%) C#
7 26 (38.81%) BDD
8 25 (37.31%) Amazon AWS
8 25 (37.31%) Git (software)
9 24 (35.82%) Spring Boot
10 23 (34.33%) Docker
10 23 (34.33%) SQL
11 22 (32.84%) Test Automation
11 22 (32.84%) QA
12 20 (29.85%) Fintech
12 20 (29.85%) Cucumber
13 19 (28.36%) Swagger
14 18 (26.87%) Unit Testing
15 17 (25.37%) JIRA
15 17 (25.37%) SQL Server
15 17 (25.37%) Finance
16 16 (23.88%) JavaScript
16 16 (23.88%) Selenium
16 16 (23.88%) Cloud Native
17 15 (22.39%) Confluence
18 14 (20.90%) MongoDB
18 14 (20.90%) Go
18 14 (20.90%) JMeter

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 15 (22.39%) Confluence
2 7 (10.45%) Elasticsearch
3 5 (7.46%) Apache Spark
4 3 (4.48%) Cloud Foundry
5 1 (1.49%) Apache
5 1 (1.49%) CMS
5 1 (1.49%) nginx
5 1 (1.49%) NServiceBus
5 1 (1.49%) SAS
5 1 (1.49%) WordPress
Applications
1 2 (2.99%) Microsoft Excel
1 2 (2.99%) Microsoft PowerPoint
Cloud Services
1 25 (37.31%) Amazon AWS
2 13 (19.40%) Google Cloud Platform
3 9 (13.43%) Microsoft Azure
3 9 (13.43%) Serverless
4 7 (10.45%) IBM Cloud
5 6 (8.96%) Amazon EC2
5 6 (8.96%) AWS Lambda
6 3 (4.48%) PaaS
6 3 (4.48%) SaaS
7 2 (2.99%) IaaS
8 1 (1.49%) npm
8 1 (1.49%) Yarn
Communications & Networking
1 2 (2.99%) Firewall
1 2 (2.99%) NAS
1 2 (2.99%) SAN
2 1 (1.49%) Internet
Database & Business Intelligence
1 17 (25.37%) SQL Server
2 14 (20.90%) MongoDB
3 10 (14.93%) MySQL
4 7 (10.45%) SQL Server 2016
5 4 (5.97%) Big Data
5 4 (5.97%) Cosmos DB
5 4 (5.97%) Relational Database
6 3 (4.48%) Hadoop
6 3 (4.48%) PostgreSQL
6 3 (4.48%) Redis
7 2 (2.99%) Apache Cassandra
7 2 (2.99%) Ingres
7 2 (2.99%) Oracle Exadata
8 1 (1.49%) Apache Hive
8 1 (1.49%) Oracle Database
8 1 (1.49%) RDBMS
8 1 (1.49%) Sqoop
Development Applications
1 25 (37.31%) Git (software)
2 20 (29.85%) Cucumber
3 17 (25.37%) JIRA
4 16 (23.88%) Selenium
5 14 (20.90%) JMeter
6 13 (19.40%) JUnit
6 13 (19.40%) SoapUI
7 7 (10.45%) Maven
8 6 (8.96%) Jasmine
8 6 (8.96%) Jenkins
8 6 (8.96%) Mockito
9 5 (7.46%) TestNG
10 4 (5.97%) Ant
10 4 (5.97%) Gradle
10 4 (5.97%) Subversion
11 3 (4.48%) Gerrit
12 1 (1.49%) Bitbucket
12 1 (1.49%) gulp
12 1 (1.49%) webpack
12 1 (1.49%) Xdebug
General
1 17 (25.37%) Finance
2 2 (2.99%) Local Government
3 1 (1.49%) Banking
3 1 (1.49%) Games
Job Titles
1 37 (55.22%) Developer
2 14 (20.90%) Architect
3 13 (19.40%) QA Engineer
4 12 (17.91%) Java Developer
4 12 (17.91%) Java Engineer
5 11 (16.42%) C# Developer
6 9 (13.43%) .NET Developer
7 7 (10.45%) Automation Engineer
7 7 (10.45%) C# .NET Developer
7 7 (10.45%) Java Architect
7 7 (10.45%) Lead Architect
7 7 (10.45%) QA Automation Engineer
8 6 (8.96%) QA Leader
8 6 (8.96%) Technical Architect
9 5 (7.46%) ASP.NET Developer
9 5 (7.46%) ASP.NET MVC Developer
9 5 (7.46%) C# ASP.NET Developer
9 5 (7.46%) Cloud Developer
9 5 (7.46%) Java Technical Architect
9 5 (7.46%) Technical Leader
Libraries, Frameworks & Software Standards
1 30 (44.78%) Web Services
2 27 (40.30%) REST
2 27 (40.30%) Spring
3 24 (35.82%) Spring Boot
4 19 (28.36%) Swagger
5 13 (19.40%) .NET
5 13 (19.40%) RxJava
6 11 (16.42%) RESTful
7 10 (14.93%) SOAP
8 9 (13.43%) CSS
8 9 (13.43%) HTML
8 9 (13.43%) Node.js
9 8 (11.94%) AngularJS
9 8 (11.94%) ASP.NET
9 8 (11.94%) ASP.NET MVC
9 8 (11.94%) ASP.NET Web API
9 8 (11.94%) XML
10 7 (10.45%) Sass
11 6 (8.96%) .NET Framework
11 6 (8.96%) JSON
Miscellaneous
1 20 (29.85%) Fintech
2 16 (23.88%) Cloud Native
3 7 (10.45%) Self-Motivation
4 6 (8.96%) Enterprise Software
5 3 (4.48%) Greenfield Project
6 2 (2.99%) Computer Science
6 2 (2.99%) Management Information System
7 1 (1.49%) Algorithms
7 1 (1.49%) Analytical Skills
7 1 (1.49%) BBC
7 1 (1.49%) Data Structures
7 1 (1.49%) Linux Command Line
7 1 (1.49%) Mobile App
7 1 (1.49%) Social Media
7 1 (1.49%) User Experience
Operating Systems
1 4 (5.97%) Linux
2 2 (2.99%) Windows
Processes & Methodologies
1 51 (76.12%) Agile Software Development
2 35 (52.24%) TDD
3 29 (43.28%) Microservices
4 26 (38.81%) BDD
5 22 (32.84%) Test Automation
6 18 (26.87%) Unit Testing
7 13 (19.40%) Functional Programming
8 12 (17.91%) QA Automation
8 12 (17.91%) SDET
8 12 (17.91%) Software Engineering
9 10 (14.93%) MVC
10 9 (13.43%) Non-Functional Testing
11 8 (11.94%) Continuous Integration
11 8 (11.94%) Scrum
12 7 (10.45%) Mentoring
12 7 (10.45%) Performance Testing
12 7 (10.45%) Web Application Development
13 6 (8.96%) Line Management
13 6 (8.96%) User Acceptance Testing
14 5 (7.46%) API Testing
Programming Languages
1 42 (62.69%) Java
2 26 (38.81%) C#
3 23 (34.33%) SQL
4 16 (23.88%) JavaScript
5 14 (20.90%) Go
6 13 (19.40%) Java 8
7 10 (14.93%) Python
7 10 (14.93%) Ruby
8 6 (8.96%) TypeScript
9 5 (7.46%) PHP
10 4 (5.97%) Scala
11 1 (1.49%) C
11 1 (1.49%) MATLAB
11 1 (1.49%) PHP 5
11 1 (1.49%) R
11 1 (1.49%) Shell Script
11 1 (1.49%) VB.NET
Qualifications
1 3 (4.48%) Degree
2 2 (2.99%) Computer Science Degree
Quality Assurance & Compliance
1 22 (32.84%) QA
System Software
1 23 (34.33%) Docker
2 2 (2.99%) Apache ZooKeeper
3 1 (1.49%) HDFS
3 1 (1.49%) Varnish
Systems Management
1 6 (8.96%) Puppet
1 6 (8.96%) Terraform
2 2 (2.99%) Kubernetes
2 2 (2.99%) Oracle RMAN
2 2 (2.99%) Oracle ZFS
3 1 (1.49%) Kibana
Vendors
1 13 (19.40%) Google
2 11 (16.42%) Oracle
3 5 (7.46%) IBM
4 4 (5.97%) Microsoft
5 2 (2.99%) Actian
5 2 (2.99%) Cloudera
6 1 (1.49%) Apple
6 1 (1.49%) Atlassian
6 1 (1.49%) Facebook
6 1 (1.49%) Sony
6 1 (1.49%) Yahoo!