Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 14 August 2018 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 92 150 163
Rank change year-on-year +58 +13 +87
Permanent jobs citing MongoDB 399 265 203
As % of all permanent IT jobs advertised in the North West 3.29% 2.01% 1.75%
As % of the Database & Business Intelligence category 10.27% 5.83% 5.48%
Number of salaries quoted 328 214 171
North West median annual salary £47,500 £47,500 £47,500
10th Percentile £29,525 £22,500 £22,500
90th Percentile £65,000 £68,750 £64,400
England median annual salary £55,000 £55,000 £55,000

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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 3,886 4,545 3,702
As % of all permanent IT jobs advertised in the North West 32.01% 34.49% 31.89%
Number of salaries quoted 3,366 3,859 3,201
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £61,250 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

MongoDB
Job Vacancy Trend in the North West

Job postings citing MongoDB as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for MongoDB in the North West

MongoDB
Salary Trend in the North West

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

Salary trend for MongoDB in the North West

MongoDB
Salary Histogram in the North West

The salary distribution of IT jobs citing MongoDB in the North West over the 6 months to 14 August 2018.

Salary histogram for MongoDB in the North West

MongoDB
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the North West region over the 6 months to 14 August 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
Manchester +68 285 £47,500 - 37
Cheshire +5 82 £53,500 -14.40% 13
Merseyside +29 23 £51,500 +8.42% 1
Lancashire +3 8 £37,500 -37.84% 8
MongoDB
England

For the 6 months to 14 August 2018, IT jobs citing MongoDB 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 North West region with a requirement for MongoDB.

1 223 (55.89%) Agile Software Development
2 189 (47.37%) JavaScript
3 186 (46.62%) AngularJS
4 176 (44.11%) HTML
5 167 (41.85%) CSS
6 165 (41.35%) C#
7 163 (40.85%) SQL Server
8 135 (33.83%) SQL
8 135 (33.83%) MVC
8 135 (33.83%) Amazon AWS
9 120 (30.08%) .NET
9 120 (30.08%) Java
10 112 (28.07%) NoSQL
11 106 (26.57%) Scrum
12 104 (26.07%) Twitter Bootstrap
13 102 (25.56%) Microsoft Azure
13 102 (25.56%) RESTful
14 98 (24.56%) MySQL
15 96 (24.06%) Git (software)
15 96 (24.06%) React
16 92 (23.06%) HTML5
16 92 (23.06%) ASP.NET
17 89 (22.31%) Linux
18 86 (21.55%) CSS3
19 85 (21.30%) DevOps
20 83 (20.80%) ASP.NET MVC
21 78 (19.55%) Microservices
21 78 (19.55%) Web Application Development
21 78 (19.55%) TDD
22 77 (19.30%) Continuous Integration

MongoDB
Co-occurring IT Skills in the North West 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 71 (17.79%) Elasticsearch
2 18 (4.51%) Apache Spark
3 16 (4.01%) Apache
4 13 (3.26%) Cloud Foundry
5 12 (3.01%) SAS
6 10 (2.51%) JBoss
6 10 (2.51%) Tomcat
7 8 (2.01%) Apache Solr
7 8 (2.01%) CMS
7 8 (2.01%) nginx
8 6 (1.50%) Adobe Experience Manager
9 5 (1.25%) Jetty
9 5 (1.25%) WebLogic
10 4 (1.00%) WebSphere
11 3 (0.75%) WordPress
12 2 (0.50%) Drupal
13 1 (0.25%) Apache Pig
13 1 (0.25%) Confluence
13 1 (0.25%) IIS
13 1 (0.25%) WildFly
Applications
1 3 (0.75%) Microsoft Office
1 3 (0.75%) Microsoft PowerPoint
1 3 (0.75%) MS Visio
2 1 (0.25%) Blender
2 1 (0.25%) Chatbot
Business Applications
1 2 (0.50%) Payment Gateway
Cloud Services
1 135 (33.83%) Amazon AWS
2 102 (25.56%) Microsoft Azure
3 50 (12.53%) GitHub
4 33 (8.27%) SaaS
5 13 (3.26%) DigitalOcean
6 11 (2.76%) Google Cloud Platform
7 10 (2.51%) Amazon S3
7 10 (2.51%) npm
8 7 (1.75%) Amazon EC2
8 7 (1.75%) AWS CloudFormation
8 7 (1.75%) Cloud Computing
9 5 (1.25%) Firebase
10 4 (1.00%) Serverless
11 3 (0.75%) Amazon SQS
11 3 (0.75%) OpenShift
12 2 (0.50%) Amazon EMR
12 2 (0.50%) Office 365
13 1 (0.25%) AWS OpsWorks
13 1 (0.25%) Route 53
Communications & Networking
1 9 (2.26%) Internet
1 9 (2.26%) SSL
2 7 (1.75%) DNS
3 5 (1.25%) TCP/IP
4 2 (0.50%) HTTP
4 2 (0.50%) SMS
5 1 (0.25%) AMQP
5 1 (0.25%) Asterisk PBX
5 1 (0.25%) Firewall
5 1 (0.25%) VPN
5 1 (0.25%) WAN
5 1 (0.25%) WebEx
Database & Business Intelligence
1 163 (40.85%) SQL Server
2 112 (28.07%) NoSQL
3 98 (24.56%) MySQL
4 72 (18.05%) SQL Server 2016
5 54 (13.53%) RavenDB
6 48 (12.03%) PostgreSQL
7 44 (11.03%) Big Data
8 31 (7.77%) Apache Cassandra
8 31 (7.77%) Hadoop
9 26 (6.52%) MariaDB
10 24 (6.02%) Neo4j
10 24 (6.02%) Redis
10 24 (6.02%) Relational Database
11 20 (5.01%) SQL Server Integration Services
12 18 (4.51%) Amazon Redshift
13 17 (4.26%) Blockchain
13 17 (4.26%) SQL Server 2014
14 12 (3.01%) OLTP
14 12 (3.01%) SQL Server 2008
14 12 (3.01%) SQL Server 2012
Development Applications
1 96 (24.06%) Git (software)
2 39 (9.77%) Jenkins
3 27 (6.77%) Selenium
4 23 (5.76%) TeamCity
5 19 (4.76%) JUnit
5 19 (4.76%) Maven
5 19 (4.76%) PHPUnit
6 17 (4.26%) Gradle
6 17 (4.26%) Mocha
7 15 (3.76%) gulp
7 15 (3.76%) NUnit
7 15 (3.76%) webpack
8 14 (3.51%) Moq
9 13 (3.26%) Ant
10 12 (3.01%) Grunt
11 11 (2.76%) Mockito
12 9 (2.26%) JIRA
13 8 (2.01%) Cucumber
13 8 (2.01%) JMeter
13 8 (2.01%) Vagrant
General
1 70 (17.54%) Finance
2 29 (7.27%) Games
3 28 (7.02%) Advertising
4 20 (5.01%) Retail
5 10 (2.51%) Banking
6 5 (1.25%) Marketing
7 3 (0.75%) Manufacturing
8 2 (0.50%) Law
8 2 (0.50%) Telecoms
9 1 (0.25%) Back Office
9 1 (0.25%) Electronics
9 1 (0.25%) Investment Banking
9 1 (0.25%) Legal
Job Titles
1 270 (67.67%) Developer
2 77 (19.30%) .NET Developer
3 46 (11.53%) Full Stack Developer
4 45 (11.28%) Java Developer
5 30 (7.52%) Junior
6 29 (7.27%) Junior Developer
7 27 (6.77%) .NET Developer - Fintech
7 27 (6.77%) Senior Developer
8 26 (6.52%) DBA
9 25 (6.27%) C# Developer
9 25 (6.27%) Software Engineer
10 24 (6.02%) PHP Developer
10 24 (6.02%) Software Developer
11 23 (5.76%) SQL DBA
12 22 (5.51%) JavaScript Developer
13 20 (5.01%) Graduate
13 20 (5.01%) Graduate .NET Developer
13 20 (5.01%) Graduate Developer
13 20 (5.01%) Junior .NET Developer
14 19 (4.76%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 186 (46.62%) AngularJS
2 176 (44.11%) HTML
3 167 (41.85%) CSS
4 120 (30.08%) .NET
5 104 (26.07%) Twitter Bootstrap
6 102 (25.56%) RESTful
7 96 (24.06%) React
8 92 (23.06%) ASP.NET
8 92 (23.06%) HTML5
9 86 (21.55%) CSS3
10 83 (20.80%) ASP.NET MVC
11 74 (18.55%) Node.js
12 57 (14.29%) .NET Framework
13 56 (14.04%) ASP.NET MVC 5
14 50 (12.53%) ASP.NET Web API
15 47 (11.78%) Spring
16 43 (10.78%) Web Services
17 38 (9.52%) RabbitMQ
17 38 (9.52%) REST
17 38 (9.52%) WCF
Miscellaneous
1 43 (10.78%) Fintech
2 40 (10.03%) Computer Science
3 20 (5.01%) Linux Command Line
4 17 (4.26%) Enterprise Software
4 17 (4.26%) User Experience
5 14 (3.51%) Analytical Skills
6 12 (3.01%) Clustering
7 9 (2.26%) Greenfield Project
8 8 (2.01%) Replication
9 7 (1.75%) Tandem
10 3 (0.75%) Life Science
10 3 (0.75%) Virtual Team
11 2 (0.50%) Algorithms
11 2 (0.50%) Management Information System
11 2 (0.50%) Marketing Technology
11 2 (0.50%) Mobile App
11 2 (0.50%) Private Cloud
12 1 (0.25%) Data Structures
12 1 (0.25%) Internet of Things
12 1 (0.25%) Online Banking
Operating Systems
1 89 (22.31%) Linux
2 34 (8.52%) Unix
3 17 (4.26%) Windows
4 6 (1.50%) CentOS
4 6 (1.50%) Windows Server
5 5 (1.25%) Red Hat Enterprise Linux
6 4 (1.00%) AIX
7 3 (0.75%) Android
7 3 (0.75%) Apple iOS
8 2 (0.50%) Amazon Linux
8 2 (0.50%) Ubuntu
9 1 (0.25%) DC/OS
9 1 (0.25%) Mac OS
9 1 (0.25%) Windows Server 2008
Processes & Methodologies
1 223 (55.89%) Agile Software Development
2 135 (33.83%) MVC
3 106 (26.57%) Scrum
4 85 (21.30%) DevOps
5 78 (19.55%) Microservices
5 78 (19.55%) TDD
5 78 (19.55%) Web Application Development
6 77 (19.30%) Continuous Integration
7 56 (14.04%) Software Engineering
8 52 (13.03%) Test Automation
9 49 (12.28%) OO
10 43 (10.78%) Dependency Injection
11 37 (9.27%) Open Source
12 35 (8.77%) Wealth Management
13 34 (8.52%) Asset Management
14 33 (8.27%) Front End Development
15 32 (8.02%) Analytics
15 32 (8.02%) OOP
15 32 (8.02%) Performance Tuning
16 31 (7.77%) BDD
Programming Languages
1 189 (47.37%) JavaScript
2 165 (41.35%) C#
3 135 (33.83%) SQL
4 120 (30.08%) Java
5 65 (16.29%) Python
6 47 (11.78%) Ruby
7 36 (9.02%) PHP
8 31 (7.77%) Bash Shell
9 26 (6.52%) Scala
10 25 (6.27%) T-SQL
11 23 (5.76%) F#
12 21 (5.26%) ES6
13 20 (5.01%) Shell Script
14 18 (4.51%) TypeScript
15 17 (4.26%) C++
16 16 (4.01%) Perl
17 15 (3.76%) Java 8
18 13 (3.26%) PowerShell
19 11 (2.76%) C
20 10 (2.51%) R
Qualifications
1 28 (7.02%) Degree
2 14 (3.51%) Microsoft Certification
3 13 (3.26%) Computer Science Degree
4 8 (2.01%) SC Cleared
4 8 (2.01%) Security Cleared
5 7 (1.75%) AWS Certification
6 2 (0.50%) Numerate Degree
7 1 (0.25%) DV Cleared
7 1 (0.25%) Master's Degree
7 1 (0.25%) MCSE
7 1 (0.25%) RHCA
7 1 (0.25%) TOGAF Certification
Quality Assurance & Compliance
1 17 (4.26%) QA
2 4 (1.00%) GDPR
3 2 (0.50%) GCP
4 1 (0.25%) Data Quality
4 1 (0.25%) ISO/IEC 27001
4 1 (0.25%) PCI DSS
System Software
1 60 (15.04%) Docker
2 13 (3.26%) Virtual Machines
3 11 (2.76%) VMware Infrastructure
4 7 (1.75%) Apache ZooKeeper
5 4 (1.00%) VirtualBox
6 2 (0.50%) Active Directory
7 1 (0.25%) HDFS
Systems Management
1 36 (9.02%) Opscode Chef
2 31 (7.77%) Puppet
3 28 (7.02%) Kibana
4 15 (3.76%) Kubernetes
5 14 (3.51%) Ansible
6 9 (2.26%) Cobbler
7 7 (1.75%) Rancher
7 7 (1.75%) Terraform
8 4 (1.00%) BladeLogic
8 4 (1.00%) CFEngine
8 4 (1.00%) Nagios
9 3 (0.75%) Business Desktop Deployment
9 3 (0.75%) Docker Swarm
9 3 (0.75%) WSUS
10 2 (0.50%) logstash
10 2 (0.50%) Systems Management Server (SMS)
11 1 (0.25%) CA Wily
11 1 (0.25%) Mesos
11 1 (0.25%) Netcool
11 1 (0.25%) SQL Sentry
Vendors
1 39 (9.77%) Google
2 31 (7.77%) Oracle
3 28 (7.02%) Microsoft
4 23 (5.76%) New Relic
5 16 (4.01%) Facebook
6 12 (3.01%) VMware
7 6 (1.50%) Adobe
7 6 (1.50%) Atlassian
8 5 (1.25%) Splunk
9 4 (1.00%) Red Hat
9 4 (1.00%) SolarWinds
10 3 (0.75%) AppDynamics
11 2 (0.50%) CA Agile Central
11 2 (0.50%) Capita
11 2 (0.50%) Teradata
12 1 (0.25%) CA
12 1 (0.25%) Cisco
12 1 (0.25%) Informatica
12 1 (0.25%) NetApp
12 1 (0.25%) Zend