Period
to 23 June 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 23 June 2018 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 99 162 187
Rank change year-on-year +63 +25 +67
Permanent jobs citing MongoDB 384 251 166
As % of all permanent IT jobs advertised in the North West 3.09% 1.95% 1.47%
As % of the Database & Business Intelligence category 9.12% 5.61% 4.64%
Number of salaries quoted 303 184 118
North West median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +9.09%
10th Percentile £25,250 £22,500 £22,500
90th Percentile £65,000 £68,750 £66,250
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 4,211 4,476 3,576
As % of all permanent IT jobs advertised in the North West 33.91% 34.69% 31.70%
Number of salaries quoted 3,596 3,814 3,096
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 £60,000 £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 23 June 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 23 June 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 +54 242 £45,000 +5.88% 47
Cheshire +22 110 £55,000 -12.00% 10
Merseyside +20 23 £51,500 +3.00% 10
Lancashire 0 8 £37,500 -37.84% 1
MongoDB
England

For the 6 months to 23 June 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.

1 233 (60.68%) Agile Software Development
2 203 (52.86%) AngularJS
3 175 (45.57%) HTML
3 175 (45.57%) SQL Server
4 171 (44.53%) C#
5 161 (41.93%) JavaScript
5 161 (41.93%) CSS
6 150 (39.06%) MVC
7 140 (36.46%) Amazon AWS
8 138 (35.94%) .NET
9 128 (33.33%) Twitter Bootstrap
10 126 (32.81%) SQL
11 114 (29.69%) MySQL
12 112 (29.17%) ASP.NET
13 110 (28.65%) Microsoft Azure
14 104 (27.08%) RESTful
15 101 (26.30%) Java
15 101 (26.30%) Scrum
16 99 (25.78%) ASP.NET MVC
17 98 (25.52%) Git (software)
18 95 (24.74%) Web Application Development
18 95 (24.74%) Linux
19 91 (23.70%) TDD
20 89 (23.18%) HTML5
21 86 (22.40%) React
22 83 (21.61%) Node.js
23 79 (20.57%) CSS3
24 77 (20.05%) Finance
25 76 (19.79%) Elasticsearch
26 73 (19.01%) NoSQL

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 76 (19.79%) Elasticsearch
2 19 (4.95%) Tomcat
3 14 (3.65%) Apache Spark
3 14 (3.65%) JBoss
4 13 (3.39%) SAS
5 8 (2.08%) Apache
5 8 (2.08%) Cloud Foundry
5 8 (2.08%) CMS
6 7 (1.82%) Apache Solr
7 6 (1.56%) nginx
8 5 (1.30%) Jetty
8 5 (1.30%) WebLogic
9 4 (1.04%) WebSphere
10 2 (0.52%) Adobe Experience Manager
10 2 (0.52%) Drupal
10 2 (0.52%) Jupyter
10 2 (0.52%) WordPress
11 1 (0.26%) Apache Pig
11 1 (0.26%) Confluence
11 1 (0.26%) WildFly
Applications
1 4 (1.04%) Microsoft Office
1 4 (1.04%) Microsoft PowerPoint
1 4 (1.04%) MS Visio
2 1 (0.26%) Blender
2 1 (0.26%) Chatbot
2 1 (0.26%) Photoshop
Business Applications
1 2 (0.52%) NetSuite
1 2 (0.52%) Payment Gateway
1 2 (0.52%) Shopify
2 1 (0.26%) Magento
Cloud Services
1 140 (36.46%) Amazon AWS
2 110 (28.65%) Microsoft Azure
3 45 (11.72%) GitHub
4 25 (6.51%) DigitalOcean
4 25 (6.51%) SaaS
5 12 (3.13%) npm
6 11 (2.86%) Amazon S3
7 10 (2.60%) Google Cloud Platform
8 8 (2.08%) Cloud Computing
8 8 (2.08%) Firebase
9 7 (1.82%) Amazon EC2
9 7 (1.82%) AWS CloudFormation
10 4 (1.04%) Serverless
11 3 (0.78%) Amazon SQS
11 3 (0.78%) OpenShift
12 2 (0.52%) Office 365
13 1 (0.26%) AWS OpsWorks
13 1 (0.26%) IaaS
13 1 (0.26%) PaaS
13 1 (0.26%) Route 53
Communications & Networking
1 5 (1.30%) Internet
2 3 (0.78%) SSL
3 2 (0.52%) DNS
3 2 (0.52%) TCP/IP
4 1 (0.26%) AMQP
4 1 (0.26%) Asterisk PBX
4 1 (0.26%) Firewall
4 1 (0.26%) HTTP
4 1 (0.26%) SMS
4 1 (0.26%) VPN
4 1 (0.26%) WAN
4 1 (0.26%) WebEx
Database & Business Intelligence
1 175 (45.57%) SQL Server
2 114 (29.69%) MySQL
3 73 (19.01%) NoSQL
4 69 (17.97%) SQL Server 2016
5 53 (13.80%) RavenDB
6 44 (11.46%) PostgreSQL
7 34 (8.85%) Big Data
8 29 (7.55%) Hadoop
9 25 (6.51%) Apache Cassandra
9 25 (6.51%) SQL Server 2014
10 22 (5.73%) Redis
11 18 (4.69%) MariaDB
12 17 (4.43%) Amazon Redshift
13 15 (3.91%) Neo4j
14 11 (2.86%) Relational Database
15 9 (2.34%) Blockchain
16 8 (2.08%) Couchbase
17 7 (1.82%) Amazon RDS
18 6 (1.56%) RDBMS
18 6 (1.56%) SQL Server Integration Services
Development Applications
1 98 (25.52%) Git (software)
2 42 (10.94%) TeamCity
3 41 (10.68%) Jenkins
4 27 (7.03%) JUnit
5 25 (6.51%) PHPUnit
6 22 (5.73%) Selenium
7 19 (4.95%) gulp
8 18 (4.69%) Mocha
8 18 (4.69%) webpack
9 17 (4.43%) Gradle
9 17 (4.43%) Maven
10 16 (4.17%) Mockito
11 15 (3.91%) Cucumber
11 15 (3.91%) Grunt
11 15 (3.91%) Moq
11 15 (3.91%) NUnit
12 11 (2.86%) Ant
13 10 (2.60%) Jasmine
14 9 (2.34%) Vagrant
15 8 (2.08%) JMeter
General
1 77 (20.05%) Finance
2 36 (9.38%) Games
3 29 (7.55%) Advertising
4 16 (4.17%) Banking
5 13 (3.39%) Marketing
6 11 (2.86%) Retail
7 9 (2.34%) Law
8 7 (1.82%) Investment Banking
9 3 (0.78%) Financial Institution
9 3 (0.78%) Manufacturing
10 2 (0.52%) Telecoms
11 1 (0.26%) Automotive
11 1 (0.26%) Corporate Banking
11 1 (0.26%) Electronics
11 1 (0.26%) Publishing
Job Titles
1 269 (70.05%) Developer
2 101 (26.30%) .NET Developer
3 44 (11.46%) Full Stack Developer
4 40 (10.42%) .NET Developer - Fintech
5 37 (9.64%) Java Developer
6 34 (8.85%) Junior
7 33 (8.59%) Junior Developer
8 29 (7.55%) Graduate
8 29 (7.55%) Graduate .NET Developer
8 29 (7.55%) Graduate Developer
8 29 (7.55%) Junior .NET Developer
9 28 (7.29%) Software Engineer
10 27 (7.03%) PHP Developer
10 27 (7.03%) Senior Developer
11 26 (6.77%) Software Developer
12 25 (6.51%) MySQL Developer
12 25 (6.51%) PHP MySQL Developer
13 21 (5.47%) JavaScript Developer
13 21 (5.47%) MongoDB Developer
14 19 (4.95%) C# Developer
Libraries, Frameworks & Software Standards
1 203 (52.86%) AngularJS
2 175 (45.57%) HTML
3 161 (41.93%) CSS
4 138 (35.94%) .NET
5 128 (33.33%) Twitter Bootstrap
6 112 (29.17%) ASP.NET
7 104 (27.08%) RESTful
8 99 (25.78%) ASP.NET MVC
9 89 (23.18%) HTML5
10 86 (22.40%) React
11 83 (21.61%) Node.js
12 79 (20.57%) CSS3
13 73 (19.01%) .NET Framework
14 65 (16.93%) ASP.NET Web API
15 64 (16.67%) ASP.NET MVC 5
16 56 (14.58%) RabbitMQ
17 50 (13.02%) Spring
18 46 (11.98%) Web Services
19 42 (10.94%) KnockoutJS
20 41 (10.68%) REST
Miscellaneous
1 49 (12.76%) Fintech
2 47 (12.24%) Computer Science
3 26 (6.77%) Linux Command Line
4 18 (4.69%) User Experience
5 16 (4.17%) Analytical Skills
6 14 (3.65%) Greenfield Project
7 11 (2.86%) Enterprise Software
8 10 (2.60%) Clustering
9 6 (1.56%) Replication
9 6 (1.56%) Tandem
10 3 (0.78%) Life Science
10 3 (0.78%) Marketing Technology
10 3 (0.78%) Virtual Team
11 2 (0.52%) Algorithms
11 2 (0.52%) Analytical Mindset
11 2 (0.52%) Management Information System
11 2 (0.52%) Mobile App
11 2 (0.52%) Private Cloud
12 1 (0.26%) Data Structures
12 1 (0.26%) Mainframe
Operating Systems
1 95 (24.74%) Linux
2 50 (13.02%) Unix
3 20 (5.21%) Windows
4 6 (1.56%) AIX
4 6 (1.56%) CentOS
4 6 (1.56%) Red Hat Enterprise Linux
5 5 (1.30%) Ubuntu
6 4 (1.04%) Amazon Linux
7 2 (0.52%) Android
7 2 (0.52%) Windows Server
8 1 (0.26%) Apple iOS
8 1 (0.26%) DC/OS
8 1 (0.26%) Mac OS
8 1 (0.26%) Windows Server 2008
Processes & Methodologies
1 233 (60.68%) Agile Software Development
2 150 (39.06%) MVC
3 101 (26.30%) Scrum
4 95 (24.74%) Web Application Development
5 91 (23.70%) TDD
6 67 (17.45%) Dependency Injection
7 64 (16.67%) Continuous Integration
8 59 (15.36%) DevOps
8 59 (15.36%) Software Engineering
9 55 (14.32%) OO
10 54 (14.06%) Microservices
11 50 (13.02%) Test Automation
12 48 (12.50%) Kanban
13 47 (12.24%) Wealth Management
14 45 (11.72%) BDD
15 44 (11.46%) Multithreading
16 40 (10.42%) Asset Management
17 35 (9.11%) Web Development
18 31 (8.07%) Front End Development
19 30 (7.81%) Collaborative Working
Programming Languages
1 171 (44.53%) C#
2 161 (41.93%) JavaScript
3 126 (32.81%) SQL
4 101 (26.30%) Java
5 56 (14.58%) Python
5 56 (14.58%) Ruby
6 49 (12.76%) PHP
7 41 (10.68%) F#
8 26 (6.77%) Scala
9 23 (5.99%) ES6
10 17 (4.43%) Shell Script
11 16 (4.17%) Bash Shell
11 16 (4.17%) Java 8
11 16 (4.17%) TypeScript
12 14 (3.65%) PowerShell
13 13 (3.39%) R
13 13 (3.39%) T-SQL
14 11 (2.86%) Perl
15 10 (2.60%) C++
16 7 (1.82%) C
Qualifications
1 14 (3.65%) Degree
2 11 (2.86%) Computer Science Degree
3 2 (0.52%) AWS Certification
3 2 (0.52%) Microsoft Certification
3 2 (0.52%) SC Cleared
3 2 (0.52%) Security Cleared
4 1 (0.26%) ITIL Certification
4 1 (0.26%) Master's Degree
4 1 (0.26%) MCSE
4 1 (0.26%) RHCA
4 1 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 14 (3.65%) QA
2 1 (0.26%) Data Quality
2 1 (0.26%) GCP
2 1 (0.26%) GDPR
2 1 (0.26%) ISO/IEC 27001
2 1 (0.26%) PCI DSS
System Software
1 57 (14.84%) Docker
2 8 (2.08%) Virtual Machines
3 7 (1.82%) VMware Infrastructure
4 4 (1.04%) VirtualBox
5 2 (0.52%) Active Directory
5 2 (0.52%) Apache ZooKeeper
6 1 (0.26%) HDFS
Systems Management
1 43 (11.20%) Kibana
2 25 (6.51%) Opscode Chef
3 21 (5.47%) Puppet
4 15 (3.91%) Kubernetes
5 12 (3.13%) Business Desktop Deployment
5 12 (3.13%) WSUS
6 11 (2.86%) Ansible
7 7 (1.82%) Rancher
7 7 (1.82%) Terraform
8 6 (1.56%) BladeLogic
9 4 (1.04%) CFEngine
9 4 (1.04%) Cobbler
9 4 (1.04%) Nagios
10 3 (0.78%) Docker Swarm
11 2 (0.52%) logstash
11 2 (0.52%) Oozie
11 2 (0.52%) Systems Management Server (SMS)
12 1 (0.26%) CA Wily
12 1 (0.26%) Mesos
12 1 (0.26%) Netcool
Vendors
1 43 (11.20%) Google
2 31 (8.07%) Oracle
3 29 (7.55%) New Relic
4 25 (6.51%) Microsoft
5 9 (2.34%) Facebook
6 8 (2.08%) VMware
7 5 (1.30%) Red Hat
7 5 (1.30%) Splunk
7 5 (1.30%) Teradata
8 4 (1.04%) AppDynamics
8 4 (1.04%) SolarWinds
9 3 (0.78%) Capita
9 3 (0.78%) Cloudera
10 2 (0.52%) Adobe
10 2 (0.52%) Atlassian
10 2 (0.52%) HP
10 2 (0.52%) Tableau
11 1 (0.26%) F5
11 1 (0.26%) hybris
11 1 (0.26%) RedGate