Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
UK > Wales
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 80 90 120
Rank change year-on-year +10 +30 -8
Permanent jobs citing NoSQL 62 50 27
As % of all permanent IT jobs advertised in Wales 3.22% 2.35% 1.00%
As % of the Database & Business Intelligence category 10.67% 7.54% 3.44%
Number of salaries quoted 60 33 22
Wales median annual salary £40,000 £40,000 £47,500
Median salary % change year-on-year - -15.79% +26.67%
10th Percentile £31,250 £28,930 £19,000
90th Percentile £59,125 £52,500 £62,000
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 581 663 785
As % of all permanent IT jobs advertised in Wales 30.15% 31.20% 29.18%
Number of salaries quoted 444 567 673
Wales median annual salary £40,000 £40,000 £38,000
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £26,250 £23,000
90th Percentile £54,925 £54,386 £50,000
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 16 July 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 16 July 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 0 36 £49,000 +15.29% 6
West Wales +38 17 £40,000 - 1
North Wales -1 9 £50,000 +25.00% 1
NoSQL
UK

For the 6 months to 16 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 Wales region with a requirement for NoSQL.

1 43 (69.35%) Agile Software Development
2 35 (56.45%) TDD
3 33 (53.23%) C#
4 31 (50.00%) .NET
4 31 (50.00%) Git (software)
5 30 (48.39%) SQL Server
6 27 (43.55%) BDD
7 26 (41.94%) ASP.NET
7 26 (41.94%) SQL
8 25 (40.32%) .NET Framework
8 25 (40.32%) Entity Framework
9 22 (35.48%) RESTful
10 21 (33.87%) Ruby
10 21 (33.87%) Node.js
11 20 (32.26%) MVC
12 19 (30.65%) Web Services
12 19 (30.65%) WCF
12 19 (30.65%) ASP.NET MVC
12 19 (30.65%) ASP.NET Web API
13 18 (29.03%) SQL Server 2016
13 18 (29.03%) ASP.NET MVC 5
13 18 (29.03%) Code First Entity Framework
13 18 (29.03%) Web Application Development
14 17 (27.42%) Docker
15 16 (25.81%) Enterprise Software
15 16 (25.81%) MongoDB
16 14 (22.58%) Java
16 14 (22.58%) REST
17 13 (20.97%) Microservices
17 13 (20.97%) Microsoft Azure

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 8 (12.90%) Elasticsearch
2 4 (6.45%) Apache Spark
2 4 (6.45%) Confluence
3 3 (4.84%) Apache Pig
4 2 (3.23%) Cloud Foundry
5 1 (1.61%) CMS
5 1 (1.61%) SAS
5 1 (1.61%) Tomcat
5 1 (1.61%) WordPress
Cloud Services
1 13 (20.97%) Microsoft Azure
2 11 (17.74%) Amazon AWS
3 4 (6.45%) Google Cloud Platform
3 4 (6.45%) IBM Cloud
3 4 (6.45%) SaaS
4 3 (4.84%) PaaS
4 3 (4.84%) Serverless
5 2 (3.23%) IaaS
5 2 (3.23%) npm
6 1 (1.61%) Yarn
Communications & Networking
1 2 (3.23%) NAS
1 2 (3.23%) SAN
Database & Business Intelligence
1 30 (48.39%) SQL Server
2 18 (29.03%) SQL Server 2016
3 16 (25.81%) MongoDB
4 9 (14.52%) Redis
4 9 (14.52%) Relational Database
5 7 (11.29%) Big Data
5 7 (11.29%) DB2
5 7 (11.29%) MySQL
5 7 (11.29%) SQL Server Integration Services
6 5 (8.06%) Cosmos DB
7 4 (6.45%) Apache Cassandra
7 4 (6.45%) Apache Hive
7 4 (6.45%) PostgreSQL
8 3 (4.84%) Hadoop
9 2 (3.23%) Impala
9 2 (3.23%) Ingres
9 2 (3.23%) Oracle Exadata
10 1 (1.61%) Oracle Database
10 1 (1.61%) Power BI
10 1 (1.61%) SQL Server 2012
Development Applications
1 31 (50.00%) Git (software)
2 8 (12.90%) Visual Studio
3 7 (11.29%) JUnit
4 6 (9.68%) Cucumber
4 6 (9.68%) Maven
5 5 (8.06%) JIRA
5 5 (8.06%) Selenium
6 4 (6.45%) Ant
6 4 (6.45%) Gradle
6 4 (6.45%) Subversion
6 4 (6.45%) TestNG
7 3 (4.84%) Jenkins
8 2 (3.23%) Atlassian Bamboo
8 2 (3.23%) Gerrit
8 2 (3.23%) JMeter
8 2 (3.23%) SoapUI
9 1 (1.61%) MbUnit
9 1 (1.61%) Mercurial
9 1 (1.61%) NUnit
9 1 (1.61%) TeamCity
General
1 7 (11.29%) Retail
2 6 (9.68%) Finance
3 3 (4.84%) Games
4 2 (3.23%) Local Government
4 2 (3.23%) Marketing
Job Titles
1 45 (72.58%) Developer
2 21 (33.87%) C# Developer
3 18 (29.03%) .NET Developer
4 16 (25.81%) ASP.NET Developer
4 16 (25.81%) ASP.NET MVC Developer
4 16 (25.81%) C# .NET Developer
4 16 (25.81%) C# ASP.NET Developer
5 9 (14.52%) Lead Developer
6 8 (12.90%) Java Developer
7 5 (8.06%) Architect
8 3 (4.84%) Data Scientist
8 3 (4.84%) PHP Developer
8 3 (4.84%) QA Engineer
8 3 (4.84%) Software Engineer
9 2 (3.23%) .NET Software Developer
9 2 (3.23%) Elasticsearch Developer
9 2 (3.23%) Java Engineer
9 2 (3.23%) Lead Java Developer
9 2 (3.23%) MongoDB Developer
9 2 (3.23%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 31 (50.00%) .NET
2 26 (41.94%) ASP.NET
3 25 (40.32%) .NET Framework
3 25 (40.32%) Entity Framework
4 22 (35.48%) RESTful
5 21 (33.87%) Node.js
6 19 (30.65%) ASP.NET MVC
6 19 (30.65%) ASP.NET Web API
6 19 (30.65%) WCF
6 19 (30.65%) Web Services
7 18 (29.03%) ASP.NET MVC 5
7 18 (29.03%) Code First Entity Framework
8 14 (22.58%) REST
9 12 (19.35%) .NET Core
10 11 (17.74%) Spring
11 10 (16.13%) SOAP
12 9 (14.52%) Spring Boot
13 4 (6.45%) RxJava
13 4 (6.45%) Swagger
14 3 (4.84%) AngularJS
Miscellaneous
1 16 (25.81%) Enterprise Software
2 7 (11.29%) Cloud Native
2 7 (11.29%) Fintech
3 3 (4.84%) Algorithms
4 2 (3.23%) Greenfield Project
5 1 (1.61%) Analytical Skills
5 1 (1.61%) e-Learning
5 1 (1.61%) Linux Command Line
5 1 (1.61%) Mobile App
5 1 (1.61%) Self-Motivation
5 1 (1.61%) User Experience
Operating Systems
1 5 (8.06%) Linux
2 2 (3.23%) Windows
Processes & Methodologies
1 43 (69.35%) Agile Software Development
2 35 (56.45%) TDD
3 27 (43.55%) BDD
4 20 (32.26%) MVC
5 18 (29.03%) Web Application Development
6 13 (20.97%) Microservices
7 10 (16.13%) Software Engineering
8 8 (12.90%) Problem-Solving
8 8 (12.90%) Project Management
9 7 (11.29%) High Availability
9 7 (11.29%) Unit Testing
10 5 (8.06%) Continuous Delivery
10 5 (8.06%) Dependency Injection
10 5 (8.06%) Inversion of Control
10 5 (8.06%) Scrum
10 5 (8.06%) Statistics
10 5 (8.06%) Test Automation
11 4 (6.45%) Continuous Integration
11 4 (6.45%) Data Analysis
11 4 (6.45%) OO
Programming Languages
1 33 (53.23%) C#
2 26 (41.94%) SQL
3 21 (33.87%) Ruby
4 14 (22.58%) Java
5 12 (19.35%) JavaScript
6 9 (14.52%) Python
7 6 (9.68%) PHP
8 5 (8.06%) Java 8
8 5 (8.06%) R
9 3 (4.84%) Go
9 3 (4.84%) Scala
10 2 (3.23%) Perl
11 1 (1.61%) Bash Shell
11 1 (1.61%) C
11 1 (1.61%) MATLAB
11 1 (1.61%) Shell Script
11 1 (1.61%) TypeScript
11 1 (1.61%) VBA
Qualifications
1 2 (3.23%) Degree
Quality Assurance & Compliance
1 6 (9.68%) QA
2 1 (1.61%) ISO 9001
2 1 (1.61%) SLA
System Software
1 17 (27.42%) Docker
2 2 (3.23%) Apache Flume
3 1 (1.61%) HDFS
Systems Management
1 2 (3.23%) Kubernetes
1 2 (3.23%) Oracle RMAN
1 2 (3.23%) Oracle ZFS
2 1 (1.61%) Ansible
2 1 (1.61%) Kibana
2 1 (1.61%) Opscode Chef
2 1 (1.61%) Puppet
Vendors
1 7 (11.29%) Teradata
2 6 (9.68%) Oracle
3 4 (6.45%) Google
4 3 (4.84%) IBM
5 2 (3.23%) Actian
5 2 (3.23%) Cloudera
5 2 (3.23%) Microsoft
6 1 (1.61%) Atlassian
6 1 (1.61%) Coverity
6 1 (1.61%) Tableau