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

NoSQL
UK > Wales
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 58 79 119
Rank change year-on-year +21 +40 -9
Permanent jobs citing NoSQL 78 71 29
As % of all permanent IT jobs advertised in Wales 4.12% 2.99% 1.09%
As % of the Database & Business Intelligence category 13.54% 9.29% 3.80%
Number of salaries quoted 74 66 24
Wales median annual salary £40,000 £48,750 £37,500
Median salary % change year-on-year -17.95% +30.00% -
10th Percentile £29,825 £28,500 £30,375
90th Percentile £55,349 £85,000 £62,500
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 576 764 763
As % of all permanent IT jobs advertised in Wales 30.40% 32.20% 28.72%
Number of salaries quoted 498 651 659
Wales median annual salary £38,500 £39,000 £35,000
Median salary % change year-on-year -1.28% +11.43% -
10th Percentile £25,000 £25,500 £22,500
90th Percentile £55,000 £56,250 £48,750
UK median annual salary £48,000 £47,500 £45,000
% change year-on-year +1.05% +5.56% +1.12%

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 21 January 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 21 January 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 -3 42 £40,000 -20.00% 7
West Wales - 23 £40,000 - 1
North Wales - 13 £40,000 - 2
NoSQL
UK

For the 6 months to 21 January 2018, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Wales region with a requirement for NoSQL.

1 66 (84.62%) Agile Software Development
2 54 (69.23%) Git (software)
3 51 (65.38%) TDD
4 49 (62.82%) Node.js
5 47 (60.26%) C#
5 47 (60.26%) .NET
6 45 (57.69%) SQL Server
6 45 (57.69%) Ruby
7 42 (53.85%) MVC
8 40 (51.28%) BDD
9 39 (50.00%) ASP.NET Web API
9 39 (50.00%) ASP.NET
9 39 (50.00%) WCF
10 38 (48.72%) ASP.NET MVC
11 37 (47.44%) RESTful
11 37 (47.44%) Entity Framework
11 37 (47.44%) .NET Framework
12 35 (44.87%) ASP.NET MVC 5
13 34 (43.59%) SQL Server 2016
13 34 (43.59%) Code First Entity Framework
13 34 (43.59%) Web Application Development
14 29 (37.18%) JavaScript
14 29 (37.18%) SQL
15 22 (28.21%) Enterprise Software
16 21 (26.92%) CSS
17 18 (23.08%) Software Engineering
18 17 (21.79%) SaaS
19 15 (19.23%) R
19 15 (19.23%) Microservices
19 15 (19.23%) Python

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 12 (15.38%) Apache Spark
2 6 (7.69%) Elasticsearch
3 5 (6.41%) SharePoint
4 4 (5.13%) Apache
4 4 (5.13%) Apache Pig
4 4 (5.13%) nginx
5 2 (2.56%) WebLogic
6 1 (1.28%) Tomcat
Cloud Services
1 17 (21.79%) SaaS
2 12 (15.38%) PaaS
3 11 (14.10%) Microsoft Azure
4 6 (7.69%) Amazon AWS
5 4 (5.13%) npm
6 1 (1.28%) IaaS
Communications & Networking
1 2 (2.56%) Ethernet
1 2 (2.56%) SAN
1 2 (2.56%) Wireless
2 1 (1.28%) DNS
2 1 (1.28%) Firewall
2 1 (1.28%) NAS
2 1 (1.28%) TCP/IP
Database & Business Intelligence
1 45 (57.69%) SQL Server
2 34 (43.59%) SQL Server 2016
3 13 (16.67%) MongoDB
4 12 (15.38%) Hadoop
5 8 (10.26%) MySQL
5 8 (10.26%) PostgreSQL
5 8 (10.26%) Relational Database
6 6 (7.69%) Cosmos DB
7 4 (5.13%) Apache Hive
8 3 (3.85%) Couchbase
8 3 (3.85%) Ingres
8 3 (3.85%) Redis
9 2 (2.56%) Big Data
9 2 (2.56%) Oracle Exadata
9 2 (2.56%) Power BI
10 1 (1.28%) Apache Cassandra
10 1 (1.28%) Azure SQL Database
10 1 (1.28%) MariaDB
10 1 (1.28%) SQL Server 2008
10 1 (1.28%) SQL Server 2012
Development Applications
1 54 (69.23%) Git (software)
2 7 (8.97%) Selenium
3 5 (6.41%) Jenkins
4 4 (5.13%) Bower
4 4 (5.13%) Xdebug
5 3 (3.85%) SpecFlow
5 3 (3.85%) Subversion
6 2 (2.56%) JMeter
6 2 (2.56%) SonarQube
6 2 (2.56%) Visual Studio
6 2 (2.56%) WebDriver
7 1 (1.28%) Bitbucket
7 1 (1.28%) JUnit
7 1 (1.28%) MbUnit
7 1 (1.28%) Mercurial
7 1 (1.28%) MSTest
7 1 (1.28%) NUnit
7 1 (1.28%) TeamCity
7 1 (1.28%) Vagrant
General
1 12 (15.38%) Marketing
2 3 (3.85%) Finance
2 3 (3.85%) Retail
3 2 (2.56%) Games
3 2 (2.56%) Legal
4 1 (1.28%) Financial Institution
4 1 (1.28%) Manufacturing
Job Titles
1 62 (79.49%) Developer
2 38 (48.72%) .NET Developer
3 28 (35.90%) C# Developer
4 22 (28.21%) ASP.NET Developer
4 22 (28.21%) ASP.NET MVC Developer
4 22 (28.21%) C# .NET Developer
4 22 (28.21%) C# ASP.NET Developer
5 12 (15.38%) .NET Software Developer
6 10 (12.82%) Senior Developer
7 7 (8.97%) Lead Developer
8 6 (7.69%) Software Engineer
9 4 (5.13%) PHP Developer
9 4 (5.13%) Software Developer
10 3 (3.85%) Developer/Software Engineer
10 3 (3.85%) Technical Leader
11 2 (2.56%) Architect
11 2 (2.56%) DBA
11 2 (2.56%) Junior
11 2 (2.56%) Senior Software Engineer
11 2 (2.56%) Technical Architect
Libraries, Frameworks & Software Standards
1 49 (62.82%) Node.js
2 47 (60.26%) .NET
3 39 (50.00%) ASP.NET
3 39 (50.00%) ASP.NET Web API
3 39 (50.00%) WCF
4 38 (48.72%) ASP.NET MVC
5 37 (47.44%) .NET Framework
5 37 (47.44%) Entity Framework
5 37 (47.44%) RESTful
6 35 (44.87%) ASP.NET MVC 5
7 34 (43.59%) Code First Entity Framework
8 21 (26.92%) CSS
9 13 (16.67%) SOAP
10 12 (15.38%) CSS3
10 12 (15.38%) WPF
11 11 (14.10%) Django
11 11 (14.10%) Ruby on Rails
12 10 (12.82%) REST
13 8 (10.26%) AngularJS
13 8 (10.26%) Laravel
Miscellaneous
1 22 (28.21%) Enterprise Software
2 5 (6.41%) Cloud Native
3 3 (3.85%) Fintech
3 3 (3.85%) Greenfield Project
4 1 (1.28%) Algorithms
4 1 (1.28%) Analytical Skills
4 1 (1.28%) e-Learning
4 1 (1.28%) N-Tier
Operating Systems
1 7 (8.97%) Linux
2 3 (3.85%) Unix
3 2 (2.56%) DC/OS
4 1 (1.28%) Windows
Processes & Methodologies
1 66 (84.62%) Agile Software Development
2 51 (65.38%) TDD
3 42 (53.85%) MVC
4 40 (51.28%) BDD
5 34 (43.59%) Web Application Development
6 18 (23.08%) Software Engineering
7 15 (19.23%) Microservices
8 14 (17.95%) DevOps
9 12 (15.38%) Coaching
9 12 (15.38%) Test Automation
10 8 (10.26%) Continuous Integration
11 6 (7.69%) Continuous Delivery
11 6 (7.69%) Dependency Injection
11 6 (7.69%) Inversion of Control
11 6 (7.69%) Scrum
11 6 (7.69%) SOLID
12 5 (6.41%) Continuous Improvement
12 5 (6.41%) Machine Learning
13 4 (5.13%) Mentoring
13 4 (5.13%) Pair Programming
Programming Languages
1 47 (60.26%) C#
2 45 (57.69%) Ruby
3 29 (37.18%) JavaScript
3 29 (37.18%) SQL
4 15 (19.23%) Python
4 15 (19.23%) R
5 12 (15.38%) Java
6 11 (14.10%) Go
6 11 (14.10%) Scala
7 8 (10.26%) PHP
8 4 (5.13%) PHP 5
9 3 (3.85%) TypeScript
10 2 (2.56%) Perl
10 2 (2.56%) VBA
11 1 (1.28%) C
11 1 (1.28%) Groovy
11 1 (1.28%) VB
Quality Assurance & Compliance
1 2 (2.56%) ISO 9001
1 2 (2.56%) QA
System Software
1 6 (7.69%) Docker
2 1 (1.28%) Active Directory
2 1 (1.28%) Apache Flume
2 1 (1.28%) Varnish
Systems Management
1 2 (2.56%) Kubernetes
2 1 (1.28%) Ansible
2 1 (1.28%) Kibana
2 1 (1.28%) Oracle Enterprise Manager
2 1 (1.28%) Oracle ZFS
Vendors
1 4 (5.13%) Oracle
2 3 (3.85%) Actian
2 3 (3.85%) Microsoft
3 2 (2.56%) Coverity
3 2 (2.56%) Google
3 2 (2.56%) Splunk
4 1 (1.28%) Cloudera
4 1 (1.28%) Tableau
4 1 (1.28%) Talend
4 1 (1.28%) Teradata