Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 87 144 133
Rank change year-on-year +57 -11 +113
Permanent jobs citing MongoDB 390 286 292
As % of all permanent IT jobs advertised in the North West 3.32% 2.24% 2.40%
As % of the Database & Business Intelligence category 11.00% 6.63% 7.11%
Number of salaries quoted 326 230 246
North West median annual salary £51,250 £50,000 £47,500
Median salary % change year-on-year +2.50% +5.26% +10.47%
10th Percentile £32,500 £22,500 £22,500
90th Percentile £70,354 £68,750 £62,500
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 3,545 4,312 4,106
As % of all permanent IT jobs advertised in the North West 30.14% 33.71% 33.72%
Number of salaries quoted 3,075 3,637 3,553
North West median annual salary £45,000 £42,162 £40,000
Median salary % change year-on-year +6.73% +5.41% -
10th Percentile £28,250 £27,500 £26,250
90th Percentile £67,500 £62,500 £58,750
England median annual salary £50,000 £50,000 £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 19 October 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 19 October 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 +57 291 £50,000 +5.26% 38
Cheshire +12 76 £55,000 -2.65% 14
Merseyside +6 15 £47,500 - 4
Lancashire +10 7 £37,500 +44.23% 5
MongoDB
England

For the 6 months to 19 October 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.

1 216 (55.38%) Agile Software Development
2 173 (44.36%) JavaScript
3 161 (41.28%) SQL Server
4 155 (39.74%) HTML
5 149 (38.21%) CSS
5 149 (38.21%) NoSQL
6 147 (37.69%) C#
7 142 (36.41%) Java
8 141 (36.15%) AngularJS
9 138 (35.38%) SQL
10 119 (30.51%) MVC
11 115 (29.49%) .NET
12 110 (28.21%) Amazon AWS
13 107 (27.44%) DevOps
14 92 (23.59%) Twitter Bootstrap
15 91 (23.33%) Scrum
16 90 (23.08%) HTML5
17 89 (22.82%) Microsoft Azure
17 89 (22.82%) Git (software)
18 88 (22.56%) RESTful
18 88 (22.56%) ASP.NET
19 84 (21.54%) MySQL
19 84 (21.54%) CSS3
20 82 (21.03%) Microservices
20 82 (21.03%) Linux
21 80 (20.51%) Continuous Integration
22 74 (18.97%) ASP.NET MVC
23 71 (18.21%) Finance
24 70 (17.95%) Web Application Development
25 69 (17.69%) Python

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 56 (14.36%) Elasticsearch
2 31 (7.95%) Apache
3 26 (6.67%) Apache Spark
4 13 (3.33%) Cloud Foundry
5 12 (3.08%) nginx
6 11 (2.82%) Adobe Experience Manager
7 9 (2.31%) Apache Solr
8 7 (1.79%) JBoss
9 5 (1.28%) WordPress
10 4 (1.03%) Drupal
10 4 (1.03%) SAS
10 4 (1.03%) Tomcat
11 3 (0.77%) Jetty
11 3 (0.77%) WebLogic
11 3 (0.77%) WebSphere
12 1 (0.26%) WildFly
Applications
1 1 (0.26%) Chatbot
Business Applications
1 2 (0.51%) Payment Gateway
Cloud Services
1 110 (28.21%) Amazon AWS
2 89 (22.82%) Microsoft Azure
3 43 (11.03%) GitHub
4 31 (7.95%) SaaS
5 19 (4.87%) Amazon EC2
6 16 (4.10%) Amazon EMR
7 15 (3.85%) Cloud Computing
8 8 (2.05%) DigitalOcean
9 5 (1.28%) Google Cloud Platform
10 4 (1.03%) Amazon S3
10 4 (1.03%) AWS CloudFormation
11 3 (0.77%) Amazon SQS
11 3 (0.77%) npm
12 2 (0.51%) Office 365
12 2 (0.51%) Serverless
13 1 (0.26%) CloudFront
13 1 (0.26%) Route 53
Communications & Networking
1 19 (4.87%) Internet
2 10 (2.56%) SSL
3 8 (2.05%) DNS
4 5 (1.28%) TCP/IP
5 3 (0.77%) AMQP
6 2 (0.51%) Asterisk PBX
6 2 (0.51%) Firewall
6 2 (0.51%) HTTP
6 2 (0.51%) SMS
7 1 (0.26%) VPN
7 1 (0.26%) WAN
Database & Business Intelligence
1 161 (41.28%) SQL Server
2 149 (38.21%) NoSQL
3 84 (21.54%) MySQL
4 64 (16.41%) SQL Server 2016
5 58 (14.87%) RavenDB
6 50 (12.82%) Big Data
6 50 (12.82%) PostgreSQL
7 44 (11.28%) Apache Cassandra
8 39 (10.00%) Hadoop
8 39 (10.00%) Relational Database
9 33 (8.46%) SQL Server Integration Services
10 32 (8.21%) MariaDB
11 31 (7.95%) SQL Server 2014
12 25 (6.41%) OLTP
12 25 (6.41%) SQL Server 2008
12 25 (6.41%) SQL Server 2012
13 24 (6.15%) Amazon Redshift
13 24 (6.15%) Neo4j
14 17 (4.36%) Flink
15 16 (4.10%) Amazon Athena
Development Applications
1 89 (22.82%) Git (software)
2 34 (8.72%) Jenkins
3 33 (8.46%) Gradle
4 27 (6.92%) Maven
5 23 (5.90%) Ant
6 20 (5.13%) JIRA
7 18 (4.62%) JUnit
7 18 (4.62%) PHPUnit
8 17 (4.36%) Mockito
9 15 (3.85%) Selenium
10 11 (2.82%) TeamCity
11 10 (2.56%) GitLab
11 10 (2.56%) Moq
11 10 (2.56%) NUnit
12 9 (2.31%) Team Foundation Server
13 8 (2.05%) Travis CI
14 6 (1.54%) GoCD
15 5 (1.28%) Cucumber
15 5 (1.28%) Mocha
15 5 (1.28%) Subversion
General
1 71 (18.21%) Finance
2 29 (7.44%) Advertising
3 18 (4.62%) Retail
4 16 (4.10%) Games
5 9 (2.31%) Banking
6 3 (0.77%) Marketing
6 3 (0.77%) Telecoms
7 1 (0.26%) Back Office
7 1 (0.26%) Electronics
7 1 (0.26%) Law
7 1 (0.26%) Legal
7 1 (0.26%) Manufacturing
7 1 (0.26%) Publishing
Job Titles
1 239 (61.28%) Developer
2 70 (17.95%) .NET Developer
3 53 (13.59%) Java Developer
4 36 (9.23%) DBA
5 30 (7.69%) SQL DBA
6 29 (7.44%) C# Developer
7 27 (6.92%) Full Stack Developer
7 27 (6.92%) Senior Developer
8 25 (6.41%) Administrator
9 23 (5.90%) .NET Developer - Fintech
9 23 (5.90%) PHP Developer
10 20 (5.13%) DevOps Engineer
10 20 (5.13%) Junior
11 19 (4.87%) Junior Developer
11 19 (4.87%) Lead Developer
12 18 (4.62%) Software Engineer
13 17 (4.36%) JavaScript Developer
14 15 (3.85%) Architect
14 15 (3.85%) Software Developer
15 14 (3.59%) Data Architect
Libraries, Frameworks & Software Standards
1 155 (39.74%) HTML
2 149 (38.21%) CSS
3 141 (36.15%) AngularJS
4 115 (29.49%) .NET
5 92 (23.59%) Twitter Bootstrap
6 90 (23.08%) HTML5
7 88 (22.56%) ASP.NET
7 88 (22.56%) RESTful
8 84 (21.54%) CSS3
9 74 (18.97%) ASP.NET MVC
10 63 (16.15%) React
11 59 (15.13%) Node.js
12 58 (14.87%) ASP.NET MVC 5
13 55 (14.10%) Spring
14 49 (12.56%) .NET Framework
15 45 (11.54%) Web Services
16 41 (10.51%) Kafka
17 40 (10.26%) ASP.NET Web API
18 34 (8.72%) RabbitMQ
19 32 (8.21%) REST
Miscellaneous
1 37 (9.49%) Computer Science
1 37 (9.49%) Fintech
2 25 (6.41%) Enterprise Software
3 18 (4.62%) Linux Command Line
3 18 (4.62%) User Experience
4 12 (3.08%) Clustering
5 11 (2.82%) Greenfield Project
6 10 (2.56%) Internet of Things
7 8 (2.05%) Replication
8 7 (1.79%) Tandem
9 5 (1.28%) Analytical Skills
10 4 (1.03%) Self-Motivation
11 3 (0.77%) Cyber Defence
11 3 (0.77%) Cyberattack
12 2 (0.51%) Mainframe
12 2 (0.51%) Private Cloud
13 1 (0.26%) Algorithms
13 1 (0.26%) Data Structures
13 1 (0.26%) Management Information System
13 1 (0.26%) Online Banking
Operating Systems
1 82 (21.03%) Linux
2 24 (6.15%) Unix
3 15 (3.85%) Windows
4 9 (2.31%) Windows Server
5 6 (1.54%) CentOS
6 5 (1.28%) Red Hat Enterprise Linux
7 3 (0.77%) Android
7 3 (0.77%) Apple iOS
8 2 (0.51%) DC/OS
8 2 (0.51%) Mac OS
9 1 (0.26%) AIX
9 1 (0.26%) Windows Server 2008
Processes & Methodologies
1 216 (55.38%) Agile Software Development
2 119 (30.51%) MVC
3 107 (27.44%) DevOps
4 91 (23.33%) Scrum
5 82 (21.03%) Microservices
6 80 (20.51%) Continuous Integration
7 70 (17.95%) Web Application Development
8 64 (16.41%) TDD
9 53 (13.59%) Open Source
10 48 (12.31%) Software Engineering
11 46 (11.79%) Performance Tuning
11 46 (11.79%) Test Automation
12 45 (11.54%) OO
13 39 (10.00%) OOP
14 34 (8.72%) IT Strategy
14 34 (8.72%) ITIL
15 32 (8.21%) Collaborative Working
16 31 (7.95%) Dependency Injection
16 31 (7.95%) Server Building
16 31 (7.95%) Wealth Management
Programming Languages
1 173 (44.36%) JavaScript
2 147 (37.69%) C#
3 142 (36.41%) Java
4 138 (35.38%) SQL
5 69 (17.69%) Python
6 40 (10.26%) Ruby
7 35 (8.97%) Bash Shell
7 35 (8.97%) T-SQL
8 30 (7.69%) PHP
8 30 (7.69%) Scala
9 24 (6.15%) C++
9 24 (6.15%) Java 8
10 23 (5.90%) TypeScript
11 16 (4.10%) C
11 16 (4.10%) Shell Script
12 15 (3.85%) Perl
13 11 (2.82%) F#
13 11 (2.82%) PowerShell
14 7 (1.79%) ES6
15 4 (1.03%) Erlang
Qualifications
1 52 (13.33%) Degree
2 27 (6.92%) Microsoft Certification
3 24 (6.15%) Computer Science Degree
4 16 (4.10%) Numerate Degree
5 9 (2.31%) Security Cleared
6 8 (2.05%) AWS Certification
6 8 (2.05%) SC Cleared
7 2 (0.51%) DV Cleared
8 1 (0.26%) Master's Degree
8 1 (0.26%) MCSE
8 1 (0.26%) RHCA
8 1 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 14 (3.59%) QA
2 4 (1.03%) GDPR
3 1 (0.26%) Data Quality
3 1 (0.26%) ISO/IEC 27001
3 1 (0.26%) PCI DSS
System Software
1 48 (12.31%) Docker
2 14 (3.59%) VMware Infrastructure
3 13 (3.33%) Virtual Machines
4 8 (2.05%) Apache ZooKeeper
5 4 (1.03%) VirtualBox
6 2 (0.51%) Active Directory
Systems Management
1 35 (8.97%) Opscode Chef
2 34 (8.72%) Puppet
3 14 (3.59%) Kibana
4 13 (3.33%) Kubernetes
5 10 (2.56%) Ansible
6 9 (2.31%) Cobbler
7 7 (1.79%) Rancher
8 4 (1.03%) CFEngine
8 4 (1.03%) Nagios
9 3 (0.77%) Docker Swarm
9 3 (0.77%) Terraform
10 2 (0.51%) Mesos
10 2 (0.51%) Systems Management Server (SMS)
11 1 (0.26%) BladeLogic
11 1 (0.26%) SQL Sentry
Vendors
1 35 (8.97%) Microsoft
2 27 (6.92%) Oracle
3 25 (6.41%) Google
4 24 (6.15%) Facebook
5 22 (5.64%) New Relic
6 16 (4.10%) CA Agile Central
7 15 (3.85%) VMware
8 11 (2.82%) Adobe
8 11 (2.82%) Atlassian
9 5 (1.28%) Red Hat
10 4 (1.03%) SolarWinds
11 3 (0.77%) IBM
11 3 (0.77%) TIBCO
12 2 (0.51%) AppDynamics
12 2 (0.51%) Cisco
12 2 (0.51%) Polycom
13 1 (0.26%) Cloudera
13 1 (0.26%) SaltStack
13 1 (0.26%) Xamarin
13 1 (0.26%) Zend