Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for MongoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MongoDB over the 6 months to 17 January 2018 with a comparison to the same period in the previous 2 years.

MongoDB
South Wales > Cardiff
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 41 76 81
Rank change year-on-year +35 +5 -3
Permanent jobs citing MongoDB 40 31 31
As % of all permanent IT jobs advertised in Cardiff 5.13% 2.51% 2.14%
As % of the Database & Business Intelligence category 16.74% 8.27% 7.35%
Number of salaries quoted 40 39 27
Cardiff median annual salary £32,862 £45,000 £40,000
Median salary % change year-on-year -26.97% +12.50% +14.29%
10th Percentile £21,250 £29,500 £28,500
90th Percentile £48,750 £85,000 £51,750
South Wales median annual salary £32,862 £45,000 £40,000
% change year-on-year -26.97% +12.50% +14.29%

MongoDB 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 Cardiff with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cardiff
Permanent vacancies with a requirement for database or business intelligence skills 239 375 422
As % of all permanent IT jobs advertised in Cardiff 30.64% 30.34% 29.08%
Number of salaries quoted 220 357 365
Cardiff median annual salary £37,500 £36,000 £35,000
Median salary % change year-on-year +4.17% +2.86% -
10th Percentile £25,450 £24,400 £22,850
90th Percentile £50,350 £55,000 £48,750
South Wales median annual salary £38,500 £40,000 £35,000
% change year-on-year -3.75% +14.29% -

MongoDB
Job Vacancy Trend in Cardiff

Job postings citing MongoDB as a percentage of all IT jobs advertised in Cardiff.

Job vacancy trend for MongoDB in Cardiff

MongoDB
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB in Cardiff.

Salary trend for MongoDB in Cardiff

MongoDB
Salary Histogram in Cardiff

The salary distribution of IT jobs citing MongoDB in Cardiff over the 6 months to 17 January 2018.

Salary histogram for MongoDB in Cardiff

For the 6 months to 17 January 2018, IT jobs citing MongoDB 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 Cardiff region with a requirement for MongoDB.

1 28 (70.00%) Agile Software Development
2 25 (62.50%) Elasticsearch
3 22 (55.00%) RESTful
3 22 (55.00%) Amazon AWS
4 18 (45.00%) TDD
5 17 (42.50%) Web Development
5 17 (42.50%) Java
6 16 (40.00%) C#
7 15 (37.50%) Scrum
8 14 (35.00%) SQL Server
8 14 (35.00%) AngularJS
9 11 (27.50%) Microsoft Azure
9 11 (27.50%) Kafka
9 11 (27.50%) .NET
9 11 (27.50%) Spring
10 10 (25.00%) JavaScript
10 10 (25.00%) OOP
10 10 (25.00%) Games
10 10 (25.00%) MVC
10 10 (25.00%) Microservices
11 9 (22.50%) Spring Boot
11 9 (22.50%) ASP.NET Web API
11 9 (22.50%) Go
11 9 (22.50%) OO
11 9 (22.50%) Linux
11 9 (22.50%) ASP.NET
11 9 (22.50%) Software Engineering
11 9 (22.50%) WCF
11 9 (22.50%) Test Automation
12 8 (20.00%) ASP.NET MVC

MongoDB
Co-occurring IT Skills in Cardiff 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 25 (62.50%) Elasticsearch
2 4 (10.00%) Apache
2 4 (10.00%) nginx
3 2 (5.00%) Apache Solr
3 2 (5.00%) CMS
3 2 (5.00%) IIS
3 2 (5.00%) Tomcat
3 2 (5.00%) Umbraco
4 1 (2.50%) Apache Pig
4 1 (2.50%) Apache Spark
Cloud Services
1 22 (55.00%) Amazon AWS
2 11 (27.50%) Microsoft Azure
3 5 (12.50%) Cloud Computing
4 3 (7.50%) SaaS
Communications & Networking
1 5 (12.50%) NetScaler
2 3 (7.50%) Firewall
2 3 (7.50%) Network Security
3 2 (5.00%) Cisco Nexus
3 2 (5.00%) IPsec
3 2 (5.00%) SAN
3 2 (5.00%) VLAN
3 2 (5.00%) VPN
4 1 (2.50%) SMS
Database & Business Intelligence
1 14 (35.00%) SQL Server
2 8 (20.00%) NoSQL
3 6 (15.00%) SQL Server 2014
4 5 (12.50%) Big Data
5 4 (10.00%) Amazon Redshift
6 3 (7.50%) PostgreSQL
6 3 (7.50%) Redis
6 3 (7.50%) Relational Database
6 3 (7.50%) SQL Server 2008
7 2 (5.00%) MySQL
8 1 (2.50%) Apache Cassandra
8 1 (2.50%) Apache Hive
8 1 (2.50%) Couchbase
8 1 (2.50%) Hadoop
8 1 (2.50%) Ingres
8 1 (2.50%) MariaDB
8 1 (2.50%) Oracle Database
8 1 (2.50%) Oracle Database 10g
8 1 (2.50%) Oracle Database 11g
8 1 (2.50%) Oracle Database 12c
Development Applications
1 6 (15.00%) Git (software)
1 6 (15.00%) TeamCity
2 4 (10.00%) Selenium
3 3 (7.50%) Subversion
4 2 (5.00%) JMeter
4 2 (5.00%) SpecFlow
4 2 (5.00%) WebDriver
4 2 (5.00%) Xdebug
5 1 (2.50%) Bitbucket
General
1 10 (25.00%) Games
2 2 (5.00%) Finance
3 1 (2.50%) Retail
Job Titles
1 31 (77.50%) Developer
2 10 (25.00%) Senior Developer
3 6 (15.00%) .NET Developer
3 6 (15.00%) Graduate
3 6 (15.00%) Graduate .NET Developer
3 6 (15.00%) Graduate Developer
3 6 (15.00%) Java Developer
3 6 (15.00%) Junior
3 6 (15.00%) Junior .NET Developer
3 6 (15.00%) Junior Developer
4 5 (12.50%) Infrastructure Engineer
5 4 (10.00%) Software Developer
6 3 (7.50%) Agile Developer
6 3 (7.50%) DevOps Engineer
6 3 (7.50%) JavaScript Developer
6 3 (7.50%) Linux DevOps Engineer
6 3 (7.50%) Linux Engineer
6 3 (7.50%) Linux/Unix DevOps
6 3 (7.50%) MongoDB Developer
6 3 (7.50%) Web Developer
Libraries, Frameworks & Software Standards
1 22 (55.00%) RESTful
2 14 (35.00%) AngularJS
3 11 (27.50%) .NET
3 11 (27.50%) Kafka
3 11 (27.50%) Spring
4 9 (22.50%) ASP.NET
4 9 (22.50%) ASP.NET Web API
4 9 (22.50%) Spring Boot
4 9 (22.50%) WCF
5 8 (20.00%) .NET Framework
5 8 (20.00%) ASP.NET MVC
5 8 (20.00%) CSS
5 8 (20.00%) Entity Framework
5 8 (20.00%) HTML
6 7 (17.50%) Node.js
6 7 (17.50%) Thymeleaf
7 6 (15.00%) KnockoutJS
7 6 (15.00%) MSMQ
7 6 (15.00%) Twitter Bootstrap
7 6 (15.00%) WPF
Miscellaneous
1 7 (17.50%) Computer Science
2 3 (7.50%) Clustering
3 2 (5.00%) Greenfield Project
3 2 (5.00%) Replication
3 2 (5.00%) User Experience
4 1 (2.50%) Analytical Skills
4 1 (2.50%) N-Tier
Operating Systems
1 9 (22.50%) Linux
2 5 (12.50%) CentOS
2 5 (12.50%) Debian
3 3 (7.50%) Ubuntu
4 2 (5.00%) DC/OS
4 2 (5.00%) Windows
4 2 (5.00%) Windows Server
4 2 (5.00%) Windows Server 2012
5 1 (2.50%) Android
5 1 (2.50%) Apple iOS
5 1 (2.50%) Unix
Processes & Methodologies
1 28 (70.00%) Agile Software Development
2 18 (45.00%) TDD
3 17 (42.50%) Web Development
4 15 (37.50%) Scrum
5 10 (25.00%) Microservices
5 10 (25.00%) MVC
5 10 (25.00%) OOP
6 9 (22.50%) OO
6 9 (22.50%) Software Engineering
6 9 (22.50%) Test Automation
7 8 (20.00%) BDD
8 6 (15.00%) Continuous Improvement
8 6 (15.00%) Dependency Injection
8 6 (15.00%) E-Commerce
8 6 (15.00%) Kanban
8 6 (15.00%) Multithreading
8 6 (15.00%) Web Application Development
9 5 (12.50%) Capacity Planning
9 5 (12.50%) DevOps
10 4 (10.00%) Mentoring
Programming Languages
1 17 (42.50%) Java
2 16 (40.00%) C#
3 10 (25.00%) JavaScript
4 9 (22.50%) Go
5 7 (17.50%) C++
6 6 (15.00%) F#
6 6 (15.00%) Ruby
7 5 (12.50%) Python
8 4 (10.00%) SQL
9 2 (5.00%) PHP
9 2 (5.00%) PHP 5
9 2 (5.00%) TypeScript
10 1 (2.50%) Groovy
10 1 (2.50%) VB
Qualifications
1 1 (2.50%) Computer Science Degree
1 1 (2.50%) Degree
Quality Assurance & Compliance
1 5 (12.50%) SLA
System Software
1 5 (12.50%) VMware Infrastructure
2 4 (10.00%) Docker
3 3 (7.50%) VMware ESXi
4 1 (2.50%) Apache Flume
4 1 (2.50%) Varnish
Systems Management
1 8 (20.00%) Ansible
2 7 (17.50%) Terraform
3 6 (15.00%) Kibana
4 2 (5.00%) Kubernetes
Vendors
1 8 (20.00%) Google
2 5 (12.50%) Cisco
2 5 (12.50%) Citrix
2 5 (12.50%) VMware
3 2 (5.00%) EMC
3 2 (5.00%) Nimble Storage
3 2 (5.00%) Oracle
3 2 (5.00%) Red Hat
4 1 (2.50%) Actian
4 1 (2.50%) Microsoft