Period
to 19 May 2019

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 May 2019 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
19 May 2019
Same period 2018 Same period 2017
Rank 119 111 169
Rank change year-on-year -8 +58 +46
Permanent jobs citing MongoDB 285 364 230
As % of all permanent IT jobs advertised in the North West 2.83% 2.95% 1.85%
As % of the Database & Business Intelligence category 9.80% 8.61% 5.28%
Number of salaries quoted 187 293 174
North West median annual salary £57,500 £45,000 £47,500
Median salary % change year-on-year +27.78% -5.26% +5.56%
10th Percentile £35,950 £22,500 £22,500
90th Percentile £73,500 £65,000 £68,750
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

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 2,908 4,226 4,355
As % of all permanent IT jobs advertised in the North West 28.89% 34.25% 35.05%
Number of salaries quoted 2,259 3,585 3,736
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £27,500 £27,000
90th Percentile £67,500 £65,000 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 May 2019.

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 May 2019. 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 +25 245 £59,500 +32.22% 9
Cheshire -27 30 £51,250 -5.53% 3
Lancashire -5 9 £48,463 +29.23% 4
Merseyside -3 1 £40,000 -15.79% 1
MongoDB
England

For the 6 months to 19 May 2019, 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.

1 154 (54.04%) JavaScript
2 150 (52.63%) NoSQL
3 130 (45.61%) Agile Software Development
4 122 (42.81%) DevOps
5 120 (42.11%) HTML
5 120 (42.11%) CSS
6 117 (41.05%) Java
7 114 (40.00%) MySQL
8 105 (36.84%) Software Engineering
9 103 (36.14%) TDD
10 99 (34.74%) Amazon AWS
11 92 (32.28%) Continuous Integration
12 84 (29.47%) Git (software)
13 80 (28.07%) Node.js
14 79 (27.72%) AngularJS
15 77 (27.02%) Microsoft Azure
16 74 (25.96%) RESTful
17 72 (25.26%) SQL
18 70 (24.56%) Microservices
18 70 (24.56%) Problem-Solving
19 69 (24.21%) HTML5
20 68 (23.86%) SQL Server
21 66 (23.16%) C#
22 57 (20.00%) Finance
22 57 (20.00%) .NET
22 57 (20.00%) React
23 56 (19.65%) Retail
24 55 (19.30%) MVC
24 55 (19.30%) GitHub
25 54 (18.95%) Mentoring

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 42 (14.74%) Elasticsearch
2 36 (12.63%) Cloud Foundry
3 28 (9.82%) Apache Spark
4 20 (7.02%) Apache
5 17 (5.96%) CMS
6 11 (3.86%) Adobe Experience Manager
7 5 (1.75%) Tomcat
8 4 (1.40%) IIS
8 4 (1.40%) JBoss
9 2 (0.70%) CloudStack
9 2 (0.70%) Drupal
9 2 (0.70%) Jetty
9 2 (0.70%) nginx
9 2 (0.70%) OpenStack
9 2 (0.70%) WebSphere
9 2 (0.70%) WordPress
10 1 (0.35%) Apache Solr
10 1 (0.35%) Oracle SOA Suite
10 1 (0.35%) SAS
Applications
1 1 (0.35%) S-PLUS
1 1 (0.35%) SPSS
1 1 (0.35%) Stata
Business Applications
1 1 (0.35%) Magento
Cloud Services
1 99 (34.74%) Amazon AWS
2 77 (27.02%) Microsoft Azure
3 55 (19.30%) GitHub
4 38 (13.33%) Google Cloud Platform
5 16 (5.61%) Amazon EC2
5 16 (5.61%) Cloud Computing
6 15 (5.26%) Amazon EMR
7 11 (3.86%) Apigee
8 7 (2.46%) AWS Lambda
8 7 (2.46%) Serverless
9 4 (1.40%) SaaS
10 3 (1.05%) OpenShift
11 2 (0.70%) Office 365
12 1 (0.35%) Algolia
12 1 (0.35%) AWS CloudFormation
12 1 (0.35%) Catchpoint
12 1 (0.35%) Datadog
12 1 (0.35%) npm
12 1 (0.35%) Route 53
12 1 (0.35%) Twilio
Communications & Networking
1 17 (5.96%) Internet
2 8 (2.81%) DNS
2 8 (2.81%) SSL
3 6 (2.11%) Firewall
4 5 (1.75%) WAN
5 4 (1.40%) TCP/IP
5 4 (1.40%) VLAN
6 3 (1.05%) HTTP
6 3 (1.05%) VPN
7 2 (0.70%) Cisco ASA
7 2 (0.70%) Cisco Nexus
7 2 (0.70%) LAN
7 2 (0.70%) NetScaler
7 2 (0.70%) Wi-Fi
8 1 (0.35%) Asterisk PBX
Database & Business Intelligence
1 150 (52.63%) NoSQL
2 114 (40.00%) MySQL
3 68 (23.86%) SQL Server
4 50 (17.54%) Relational Database
5 47 (16.49%) Neo4j
6 45 (15.79%) Big Data
7 38 (13.33%) PostgreSQL
8 26 (9.12%) Amazon Redshift
9 25 (8.77%) Apache Cassandra
10 23 (8.07%) Hadoop
11 21 (7.37%) Redis
12 20 (7.02%) CouchDB
12 20 (7.02%) RavenDB
12 20 (7.02%) SQL Server 2016
13 15 (5.26%) Amazon Athena
13 15 (5.26%) Flink
14 10 (3.51%) MariaDB
14 10 (3.51%) RethinkDB
15 9 (3.16%) RDBMS
16 7 (2.46%) SQL Server Reporting Services
Development Applications
1 84 (29.47%) Git (software)
2 37 (12.98%) GitLab
3 35 (12.28%) Jenkins
4 28 (9.82%) Gradle
5 24 (8.42%) Maven
6 21 (7.37%) JIRA
7 12 (4.21%) Team Foundation Server
8 9 (3.16%) webpack
9 8 (2.81%) Mockito
9 8 (2.81%) Vagrant
10 7 (2.46%) Ant
10 7 (2.46%) PHPUnit
11 6 (2.11%) JUnit
12 4 (1.40%) Moq
12 4 (1.40%) NUnit
13 3 (1.05%) Sonatype Nexus
14 2 (0.70%) Bitbucket
14 2 (0.70%) gulp
14 2 (0.70%) Mercurial
14 2 (0.70%) Octopus Deploy
General
1 57 (20.00%) Finance
2 56 (19.65%) Retail
3 11 (3.86%) Banking
4 7 (2.46%) Advertising
4 7 (2.46%) Legal
5 6 (2.11%) Publishing
6 3 (1.05%) Telecoms
7 2 (0.70%) Electronics
7 2 (0.70%) Games
7 2 (0.70%) Marketing
8 1 (0.35%) Automotive
8 1 (0.35%) Back Office
8 1 (0.35%) Investment Banking
8 1 (0.35%) Law
8 1 (0.35%) Manufacturing
Job Titles
1 150 (52.63%) Developer
2 63 (22.11%) Senior Developer
3 62 (21.75%) Software Engineer
4 44 (15.44%) Java Developer
5 36 (12.63%) .NET Developer
6 31 (10.88%) Full Stack Developer
7 28 (9.82%) Senior Full Stack Developer
7 28 (9.82%) Senior Software Engineer
8 22 (7.72%) Senior Java Developer
9 20 (7.02%) DevOps Engineer
10 19 (6.67%) C# Developer
11 18 (6.32%) Architect
11 18 (6.32%) Front End Developer (Client-Side Developer)
12 15 (5.26%) PHP Developer
13 13 (4.56%) Data Engineer
14 12 (4.21%) DBA
14 12 (4.21%) Software Developer
15 11 (3.86%) Java Engineer
15 11 (3.86%) Senior Front-End Developer
16 10 (3.51%) .NET Developer - Fintech
Libraries, Frameworks & Software Standards
1 120 (42.11%) CSS
1 120 (42.11%) HTML
2 80 (28.07%) Node.js
3 79 (27.72%) AngularJS
4 74 (25.96%) RESTful
5 69 (24.21%) HTML5
6 57 (20.00%) .NET
6 57 (20.00%) React
7 36 (12.63%) ASP.NET
8 35 (12.28%) Kafka
8 35 (12.28%) Spring
9 34 (11.93%) Web Services
10 32 (11.23%) React Native
11 30 (10.53%) JSON
12 29 (10.18%) CSS3
13 27 (9.47%) ASP.NET MVC
13 27 (9.47%) REST
14 24 (8.42%) Twitter Bootstrap
14 24 (8.42%) Vue.js
15 23 (8.07%) Redux
Miscellaneous
1 37 (12.98%) Mobile App
2 30 (10.53%) Cloud Native
3 22 (7.72%) Enterprise Software
4 19 (6.67%) Greenfield Project
5 14 (4.91%) Fintech
6 13 (4.56%) User Experience
7 10 (3.51%) Clustering
7 10 (3.51%) Replication
8 6 (2.11%) Internet of Things
9 4 (1.40%) Analytical Skills
9 4 (1.40%) Data Structures
9 4 (1.40%) Self-Motivation
9 4 (1.40%) Tandem
10 3 (1.05%) Mainframe
11 2 (0.70%) Cyberthreat
11 2 (0.70%) Data Centre
11 2 (0.70%) Distributed Denial-of-Service
11 2 (0.70%) PMI
11 2 (0.70%) Private Cloud
12 1 (0.35%) Public Cloud
Operating Systems
1 34 (11.93%) Linux
2 12 (4.21%) Windows
3 8 (2.81%) Windows Server
4 6 (2.11%) Unix
5 4 (1.40%) Red Hat Enterprise Linux
6 2 (0.70%) Mac OS
7 1 (0.35%) AIX
7 1 (0.35%) Android
7 1 (0.35%) Apple iOS
Processes & Methodologies
1 130 (45.61%) Agile Software Development
2 122 (42.81%) DevOps
3 105 (36.84%) Software Engineering
4 103 (36.14%) TDD
5 92 (32.28%) Continuous Integration
6 70 (24.56%) Microservices
6 70 (24.56%) Problem-Solving
7 55 (19.30%) MVC
8 54 (18.95%) Mentoring
9 50 (17.54%) Pair Programming
10 48 (16.84%) OOP
11 46 (16.14%) Coaching
11 46 (16.14%) OO
12 45 (15.79%) Software Delivery
13 44 (15.44%) Scrum
14 43 (15.09%) Open Source
15 38 (13.33%) SOA
16 36 (12.63%) Computer Science
17 34 (11.93%) BDD
18 30 (10.53%) Test Automation
Programming Languages
1 154 (54.04%) JavaScript
2 117 (41.05%) Java
3 72 (25.26%) SQL
4 66 (23.16%) C#
5 42 (14.74%) Python
6 29 (10.18%) Scala
7 25 (8.77%) Bash Shell
8 24 (8.42%) Ruby
9 22 (7.72%) Java 8
10 17 (5.96%) PHP
10 17 (5.96%) TypeScript
11 16 (5.61%) Groovy
12 12 (4.21%) ES6
13 11 (3.86%) C++
13 11 (3.86%) PowerShell
14 10 (3.51%) T-SQL
15 8 (2.81%) C
16 6 (2.11%) Perl
17 5 (1.75%) Apple Swift
17 5 (1.75%) Objective-C
Qualifications
1 36 (12.63%) Computer Science Degree
1 36 (12.63%) Degree
2 15 (5.26%) Numerate Degree
3 8 (2.81%) AWS Certification
4 3 (1.05%) DV Cleared
4 3 (1.05%) Security Cleared
5 2 (0.70%) PMI Certification
6 1 (0.35%) SC Cleared
Quality Assurance & Compliance
1 7 (2.46%) QA
2 1 (0.35%) PSD2
System Software
1 42 (14.74%) Docker
2 10 (3.51%) VMware Infrastructure
3 4 (1.40%) Virtual Machines
4 2 (0.70%) Hyper-V
4 2 (0.70%) Varnish
5 1 (0.35%) Apache ZooKeeper
Systems Management
1 30 (10.53%) Opscode Chef
2 19 (6.67%) Puppet
3 14 (4.91%) Kubernetes
4 9 (3.16%) Ansible
5 8 (2.81%) Terraform
6 4 (1.40%) ZABBIX
7 2 (0.70%) Docker Swarm
7 2 (0.70%) Graphite
7 2 (0.70%) Graylog
7 2 (0.70%) HAProxy
7 2 (0.70%) logstash
7 2 (0.70%) SCCM
8 1 (0.35%) Cobbler
8 1 (0.35%) Consul
Vendors
1 37 (12.98%) Microsoft
2 35 (12.28%) Google
3 22 (7.72%) Oracle
4 15 (5.26%) CA Agile Central
5 13 (4.56%) VMware
6 11 (3.86%) Adobe
6 11 (3.86%) Facebook
6 11 (3.86%) YouTube
7 9 (3.16%) Atlassian
8 4 (1.40%) AppDynamics
8 4 (1.40%) Cisco
8 4 (1.40%) Instagram
8 4 (1.40%) Twitter
9 3 (1.05%) NetApp
9 3 (1.05%) Splunk
9 3 (1.05%) TIBCO
10 2 (0.70%) IBM
10 2 (0.70%) jetNEXUS
10 2 (0.70%) SaltStack
10 2 (0.70%) SolarWinds