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

NoSQL
UK > Wales
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 58 80 131
Rank change year-on-year +22 +51 -24
Permanent jobs citing NoSQL 87 69 18
As % of all permanent IT jobs advertised in Wales 4.46% 3.12% 0.69%
As % of the Database & Business Intelligence category 14.50% 8.83% 2.31%
Number of salaries quoted 83 57 17
Wales median annual salary £40,000 £42,500 £52,500
Median salary % change year-on-year -5.88% -19.05% +40.00%
10th Percentile £31,250 £27,500 £19,000
90th Percentile £55,349 £85,000 £62,500
UK median annual salary £55,000 £57,500 £55,000
% change year-on-year -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 600 781 779
As % of all permanent IT jobs advertised in Wales 30.75% 35.26% 29.97%
Number of salaries quoted 488 658 671
Wales median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £27,500 £26,250 £22,500
90th Percentile £52,500 £55,375 £48,750
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 21 April 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 April 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 -8 43 £40,000 -5.88% 4
West Wales +40 28 £40,000 - 1
North Wales +7 16 £40,000 - 2
NoSQL
UK

For the 6 months to 21 April 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 70 (80.46%) Agile Software Development
2 57 (65.52%) Git (software)
3 56 (64.37%) C#
3 56 (64.37%) .NET
4 53 (60.92%) TDD
5 51 (58.62%) SQL Server
6 47 (54.02%) ASP.NET
7 44 (50.57%) .NET Framework
7 44 (50.57%) Entity Framework
7 44 (50.57%) Node.js
8 42 (48.28%) MVC
9 41 (47.13%) BDD
9 41 (47.13%) RESTful
10 40 (45.98%) ASP.NET Web API
10 40 (45.98%) WCF
11 39 (44.83%) Ruby
11 39 (44.83%) ASP.NET MVC
12 35 (40.23%) Web Application Development
12 35 (40.23%) SQL Server 2016
12 35 (40.23%) ASP.NET MVC 5
12 35 (40.23%) Code First Entity Framework
13 32 (36.78%) SQL
14 26 (29.89%) JavaScript
14 26 (29.89%) Enterprise Software
15 18 (20.69%) Microsoft Azure
16 17 (19.54%) MongoDB
16 17 (19.54%) Microservices
17 16 (18.39%) Software Engineering
18 15 (17.24%) Web Services
18 15 (17.24%) Docker

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 (9.20%) Apache Spark
1 8 (9.20%) Elasticsearch
2 6 (6.90%) Apache Pig
3 4 (4.60%) Apache
3 4 (4.60%) nginx
4 3 (3.45%) SharePoint
5 2 (2.30%) Tomcat
Cloud Services
1 18 (20.69%) Microsoft Azure
2 11 (12.64%) Amazon AWS
2 11 (12.64%) SaaS
3 6 (6.90%) PaaS
4 5 (5.75%) npm
5 2 (2.30%) IaaS
5 2 (2.30%) Serverless
Communications & Networking
1 2 (2.30%) NAS
1 2 (2.30%) SAN
2 1 (1.15%) Ethernet
2 1 (1.15%) Wireless
Database & Business Intelligence
1 51 (58.62%) SQL Server
2 35 (40.23%) SQL Server 2016
3 17 (19.54%) MongoDB
4 11 (12.64%) MySQL
5 10 (11.49%) Relational Database
6 8 (9.20%) Cosmos DB
6 8 (9.20%) Hadoop
6 8 (9.20%) Redis
7 7 (8.05%) Apache Hive
7 7 (8.05%) Big Data
7 7 (8.05%) DB2
7 7 (8.05%) PostgreSQL
7 7 (8.05%) SQL Server Integration Services
8 4 (4.60%) Apache Cassandra
9 3 (3.45%) Impala
10 2 (2.30%) Couchbase
10 2 (2.30%) Ingres
10 2 (2.30%) Oracle Exadata
10 2 (2.30%) Power BI
10 2 (2.30%) SQL Server 2012
Development Applications
1 57 (65.52%) Git (software)
2 9 (10.34%) Visual Studio
3 8 (9.20%) Jenkins
4 7 (8.05%) Selenium
5 5 (5.75%) Bower
6 4 (4.60%) SpecFlow
7 3 (3.45%) Subversion
7 3 (3.45%) Xdebug
8 2 (2.30%) JUnit
8 2 (2.30%) MbUnit
8 2 (2.30%) Mercurial
8 2 (2.30%) MSTest
8 2 (2.30%) NUnit
8 2 (2.30%) SonarQube
8 2 (2.30%) TeamCity
8 2 (2.30%) Vagrant
8 2 (2.30%) WebDriver
9 1 (1.15%) Atlassian Bamboo
9 1 (1.15%) JMeter
General
1 9 (10.34%) Marketing
1 9 (10.34%) Retail
2 4 (4.60%) Games
3 3 (3.45%) Finance
4 2 (2.30%) Local Government
5 1 (1.15%) Financial Institution
5 1 (1.15%) Legal
5 1 (1.15%) Manufacturing
Job Titles
1 72 (82.76%) Developer
2 37 (42.53%) .NET Developer
3 34 (39.08%) C# Developer
4 26 (29.89%) ASP.NET Developer
4 26 (29.89%) ASP.NET MVC Developer
4 26 (29.89%) C# .NET Developer
4 26 (29.89%) C# ASP.NET Developer
5 12 (13.79%) Lead Developer
6 9 (10.34%) .NET Software Developer
7 7 (8.05%) Senior Developer
8 5 (5.75%) PHP Developer
8 5 (5.75%) Software Developer
9 4 (4.60%) Developer/Software Engineer
9 4 (4.60%) Software Engineer
10 3 (3.45%) Data Scientist
10 3 (3.45%) Java Developer
11 2 (2.30%) Architect
11 2 (2.30%) Database Engineer
11 2 (2.30%) Solutions Architect
11 2 (2.30%) Systems Engineer
Libraries, Frameworks & Software Standards
1 56 (64.37%) .NET
2 47 (54.02%) ASP.NET
3 44 (50.57%) .NET Framework
3 44 (50.57%) Entity Framework
3 44 (50.57%) Node.js
4 41 (47.13%) RESTful
5 40 (45.98%) ASP.NET Web API
5 40 (45.98%) WCF
6 39 (44.83%) ASP.NET MVC
7 35 (40.23%) ASP.NET MVC 5
7 35 (40.23%) Code First Entity Framework
8 15 (17.24%) .NET Core
8 15 (17.24%) Web Services
9 14 (16.09%) SOAP
10 13 (14.94%) CSS
11 12 (13.79%) REST
12 9 (10.34%) AngularJS
12 9 (10.34%) WPF
13 8 (9.20%) Laravel
14 7 (8.05%) HTML
Miscellaneous
1 26 (29.89%) Enterprise Software
2 8 (9.20%) Cloud Native
3 4 (4.60%) Fintech
4 3 (3.45%) Algorithms
4 3 (3.45%) Greenfield Project
5 1 (1.15%) Analytical Skills
5 1 (1.15%) e-Learning
Operating Systems
1 5 (5.75%) Linux
2 2 (2.30%) DC/OS
2 2 (2.30%) Windows
Processes & Methodologies
1 70 (80.46%) Agile Software Development
2 53 (60.92%) TDD
3 42 (48.28%) MVC
4 41 (47.13%) BDD
5 35 (40.23%) Web Application Development
6 17 (19.54%) Microservices
7 16 (18.39%) Software Engineering
8 11 (12.64%) Problem-Solving
9 9 (10.34%) DevOps
9 9 (10.34%) Project Management
10 8 (9.20%) Coaching
10 8 (9.20%) Continuous Delivery
10 8 (9.20%) Dependency Injection
10 8 (9.20%) Inversion of Control
10 8 (9.20%) Machine Learning
10 8 (9.20%) Scrum
11 7 (8.05%) Continuous Integration
11 7 (8.05%) High Availability
11 7 (8.05%) Test Automation
12 6 (6.90%) Artificial Intelligence
Programming Languages
1 56 (64.37%) C#
2 39 (44.83%) Ruby
3 32 (36.78%) SQL
4 26 (29.89%) JavaScript
5 12 (13.79%) Python
6 11 (12.64%) PHP
7 10 (11.49%) R
8 7 (8.05%) Java
9 4 (4.60%) Go
9 4 (4.60%) Scala
9 4 (4.60%) TypeScript
10 3 (3.45%) Perl
10 3 (3.45%) PHP 5
11 2 (2.30%) VBA
12 1 (1.15%) Bash Shell
12 1 (1.15%) C
12 1 (1.15%) Java 8
12 1 (1.15%) MATLAB
12 1 (1.15%) VB
Qualifications
1 2 (2.30%) Degree
Quality Assurance & Compliance
1 2 (2.30%) ISO 9001
1 2 (2.30%) QA
2 1 (1.15%) SLA
System Software
1 15 (17.24%) Docker
2 3 (3.45%) Apache Flume
3 1 (1.15%) Varnish
Systems Management
1 2 (2.30%) Ansible
1 2 (2.30%) Kubernetes
1 2 (2.30%) Oracle RMAN
1 2 (2.30%) Oracle ZFS
2 1 (1.15%) Opscode Chef
2 1 (1.15%) Puppet
Vendors
1 7 (8.05%) Teradata
2 5 (5.75%) Oracle
3 2 (2.30%) Actian
3 2 (2.30%) Cloudera
3 2 (2.30%) Coverity
3 2 (2.30%) Google
3 2 (2.30%) Microsoft
3 2 (2.30%) Tableau