Period
to 16 January 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 16 January 2018 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 122 135 243
Rank change year-on-year +13 +108 +20
Permanent jobs citing MongoDB 338 297 109
As % of all permanent IT jobs advertised in the North West 2.67% 2.43% 0.90%
As % of the Database & Business Intelligence category 8.22% 6.87% 2.72%
Number of salaries quoted 280 252 74
North West median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +12.50%
10th Percentile £22,500 £22,500 £29,750
90th Percentile £68,750 £61,175 £66,563
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 4,112 4,325 4,004
As % of all permanent IT jobs advertised in the North West 32.44% 35.33% 33.24%
Number of salaries quoted 3,458 3,767 3,480
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,500
90th Percentile £62,500 £59,050 £55,000
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 16 January 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 16 January 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 +3 220 £45,000 -10.00% 39
Cheshire +4 99 £60,000 +41.18% 17
Merseyside +21 17 £52,500 +7.69% 6
Lancashire +4 1 - - 2
MongoDB
England

For the 6 months to 16 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 North West region with a requirement for MongoDB.

1 217 (64.20%) Agile Software Development
2 192 (56.80%) SQL Server
3 183 (54.14%) AngularJS
4 155 (45.86%) C#
5 152 (44.97%) MVC
6 148 (43.79%) .NET
7 142 (42.01%) ASP.NET
8 134 (39.64%) Twitter Bootstrap
9 132 (39.05%) HTML
10 126 (37.28%) Microsoft Azure
11 119 (35.21%) CSS
12 118 (34.91%) TDD
12 118 (34.91%) ASP.NET MVC
13 114 (33.73%) Web Application Development
14 112 (33.14%) Elasticsearch
15 106 (31.36%) Amazon AWS
16 97 (28.70%) Ruby
16 97 (28.70%) JavaScript
17 95 (28.11%) RESTful
18 94 (27.81%) Java
19 93 (27.51%) Node.js
19 93 (27.51%) Kanban
20 89 (26.33%) .NET Framework
21 85 (25.15%) SQL
22 83 (24.56%) MySQL
23 81 (23.96%) ASP.NET Web API
24 80 (23.67%) Linux
24 80 (23.67%) Scrum
25 77 (22.78%) TeamCity
25 77 (22.78%) Dependency Injection

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
1 112 (33.14%) Elasticsearch
2 41 (12.13%) Tomcat
3 26 (7.69%) Apache
4 25 (7.40%) Apache Spark
5 20 (5.92%) JBoss
6 13 (3.85%) Apache Solr
7 11 (3.25%) Apache Pig
7 11 (3.25%) SAS
8 8 (2.37%) IIS
9 6 (1.78%) CMS
10 4 (1.18%) Adobe Experience Manager
10 4 (1.18%) Oracle SOA Suite
10 4 (1.18%) SharePoint
10 4 (1.18%) WebSphere
10 4 (1.18%) WordPress
11 3 (0.89%) Drupal
12 2 (0.59%) Jetty
12 2 (0.59%) Sitecore CMS
12 2 (0.59%) Umbraco
12 2 (0.59%) WebLogic
Applications
1 4 (1.18%) Microsoft Office
2 1 (0.30%) Adobe Illustrator
2 1 (0.30%) Microsoft Excel
2 1 (0.30%) Microsoft PowerPoint
2 1 (0.30%) Photoshop
Business Applications
1 2 (0.59%) NetSuite
1 2 (0.59%) SDL Web 8
1 2 (0.59%) Shopify
2 1 (0.30%) Magento
2 1 (0.30%) Oracle Applications
2 1 (0.30%) Payment Gateway
Cloud Services
1 126 (37.28%) Microsoft Azure
2 106 (31.36%) Amazon AWS
3 9 (2.66%) npm
4 8 (2.37%) GitHub
4 8 (2.37%) SaaS
5 7 (2.07%) AWS Lambda
5 7 (2.07%) Serverless
6 6 (1.78%) Amazon S3
7 5 (1.48%) Amazon SQS
7 5 (1.48%) DigitalOcean
8 4 (1.18%) Amazon EC2
8 4 (1.18%) AWS CloudFormation
9 3 (0.89%) Google Cloud Platform
10 2 (0.59%) Cloud Computing
10 2 (0.59%) PaaS
11 1 (0.30%) Heroku
11 1 (0.30%) Route 53
Communications & Networking
1 8 (2.37%) AMQP
2 7 (2.07%) Internet
3 6 (1.78%) HTTP
4 4 (1.18%) SSL
Database & Business Intelligence
1 192 (56.80%) SQL Server
2 83 (24.56%) MySQL
3 74 (21.89%) SQL Server 2014
4 55 (16.27%) NoSQL
5 46 (13.61%) Hadoop
6 41 (12.13%) RavenDB
7 37 (10.95%) SQL Server 2016
8 35 (10.36%) Big Data
9 29 (8.58%) Relational Database
10 23 (6.80%) MariaDB
11 18 (5.33%) PostgreSQL
12 16 (4.73%) RDBMS
13 15 (4.44%) Apache Cassandra
14 11 (3.25%) Apache Hive
14 11 (3.25%) Redis
15 10 (2.96%) Amazon Redshift
15 10 (2.96%) CouchDB
15 10 (2.96%) DB2
16 8 (2.37%) Data Mining
16 8 (2.37%) Riak
Development Applications
1 77 (22.78%) TeamCity
2 58 (17.16%) Git (software)
3 39 (11.54%) Jenkins
4 17 (5.03%) Cucumber
4 17 (5.03%) JUnit
5 15 (4.44%) Maven
5 15 (4.44%) Selenium
6 12 (3.55%) Mockito
7 11 (3.25%) Vagrant
8 10 (2.96%) Gradle
9 8 (2.37%) Eclipse
9 8 (2.37%) Mocha
10 6 (1.78%) Octopus Deploy
10 6 (1.78%) PHPUnit
11 5 (1.48%) Subversion
12 4 (1.18%) Ant
12 4 (1.18%) FitNesse
12 4 (1.18%) Liquibase
12 4 (1.18%) SpecFlow
12 4 (1.18%) Team Foundation Server
General
1 71 (21.01%) Finance
2 38 (11.24%) Games
3 14 (4.14%) Advertising
3 14 (4.14%) Banking
4 12 (3.55%) Marketing
5 8 (2.37%) Law
6 7 (2.07%) Investment Banking
7 6 (1.78%) Retail
8 2 (0.59%) Financial Institution
8 2 (0.59%) Military
9 1 (0.30%) Aerospace
9 1 (0.30%) International Banking
9 1 (0.30%) Publishing
Job Titles
1 219 (64.79%) Developer
2 118 (34.91%) .NET Developer
3 48 (14.20%) Junior
4 44 (13.02%) Junior Developer
5 40 (11.83%) Java Developer
6 37 (10.95%) Graduate
7 36 (10.65%) Graduate .NET Developer
7 36 (10.65%) Graduate Developer
7 36 (10.65%) Junior .NET Developer
8 33 (9.76%) Messaging Developer
9 32 (9.47%) Software Engineer
10 22 (6.51%) JavaScript Developer
11 19 (5.62%) Senior Developer
12 18 (5.33%) Automation Engineer
12 18 (5.33%) Database Engineer
13 17 (5.03%) Software Developer
14 16 (4.73%) Full Stack Developer
15 13 (3.85%) DBA
16 11 (3.25%) Java Engineer
16 11 (3.25%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 183 (54.14%) AngularJS
2 148 (43.79%) .NET
3 142 (42.01%) ASP.NET
4 134 (39.64%) Twitter Bootstrap
5 132 (39.05%) HTML
6 119 (35.21%) CSS
7 118 (34.91%) ASP.NET MVC
8 95 (28.11%) RESTful
9 93 (27.51%) Node.js
10 89 (26.33%) .NET Framework
11 81 (23.96%) ASP.NET Web API
12 75 (22.19%) ASP.NET MVC 5
13 74 (21.89%) HTML5
14 70 (20.71%) KnockoutJS
15 69 (20.41%) MSMQ
15 69 (20.41%) WPF
16 67 (19.82%) CSS3
17 65 (19.23%) RabbitMQ
18 52 (15.38%) Spring
19 46 (13.61%) Web Services
Miscellaneous
1 51 (15.09%) Computer Science
2 45 (13.31%) Fintech
3 17 (5.03%) Analytical Skills
3 17 (5.03%) Greenfield Project
4 16 (4.73%) User Experience
5 11 (3.25%) PKI
6 7 (2.07%) Enterprise Software
7 6 (1.78%) Linux Command Line
7 6 (1.78%) Wiki
8 5 (1.48%) Algorithms
9 3 (0.89%) Public Cloud
10 2 (0.59%) Analytical Mindset
10 2 (0.59%) FlexPod
10 2 (0.59%) Marketing Technology
11 1 (0.30%) Blog
11 1 (0.30%) Clustering
11 1 (0.30%) Data Structures
11 1 (0.30%) Mainframe
11 1 (0.30%) Management Information System
11 1 (0.30%) Mobile App
Operating Systems
1 80 (23.67%) Linux
2 38 (11.24%) Unix
3 24 (7.10%) Windows
4 11 (3.25%) CentOS
5 9 (2.66%) Ubuntu
6 7 (2.07%) SUSE
7 5 (1.48%) AIX
8 3 (0.89%) Android
8 3 (0.89%) Red Hat Enterprise Linux
9 2 (0.59%) Amazon Linux
9 2 (0.59%) Apple iOS
9 2 (0.59%) Windows Server 2008
10 1 (0.30%) Debian
10 1 (0.30%) Fedora
Processes & Methodologies
1 217 (64.20%) Agile Software Development
2 152 (44.97%) MVC
3 118 (34.91%) TDD
4 114 (33.73%) Web Application Development
5 93 (27.51%) Kanban
6 80 (23.67%) Scrum
7 77 (22.78%) Dependency Injection
8 71 (21.01%) Multithreading
9 65 (19.23%) BDD
10 60 (17.75%) OO
11 54 (15.98%) Software Engineering
12 49 (14.50%) Wealth Management
13 48 (14.20%) DevOps
14 42 (12.43%) Asset Management
14 42 (12.43%) Web Development
15 40 (11.83%) Analytics
16 30 (8.88%) Continuous Integration
17 27 (7.99%) Microservices
18 21 (6.21%) Data Analytics
19 16 (4.73%) Test Automation
Programming Languages
1 155 (45.86%) C#
2 97 (28.70%) JavaScript
2 97 (28.70%) Ruby
3 94 (27.81%) Java
4 85 (25.15%) SQL
5 71 (21.01%) F#
6 68 (20.12%) Python
7 34 (10.06%) Scala
8 29 (8.58%) Bash Shell
9 25 (7.40%) PowerShell
10 24 (7.10%) Perl
11 22 (6.51%) PHP
12 14 (4.14%) R
13 11 (3.25%) C
14 10 (2.96%) ES6
15 9 (2.66%) Groovy
16 8 (2.37%) C++
17 7 (2.07%) TypeScript
18 6 (1.78%) PL/SQL
19 5 (1.48%) Shell Script
Qualifications
1 33 (9.76%) Degree
2 14 (4.14%) Computer Science Degree
3 10 (2.96%) DV Cleared
3 10 (2.96%) Numerate Degree
3 10 (2.96%) Security Cleared
Quality Assurance & Compliance
1 12 (3.55%) QA
2 1 (0.30%) GCP
System Software
1 18 (5.33%) Docker
2 10 (2.96%) Hyper-V
2 10 (2.96%) VMware Infrastructure
3 1 (0.30%) HDFS
Systems Management
1 70 (20.71%) Kibana
2 33 (9.76%) Business Desktop Deployment
2 33 (9.76%) WSUS
3 19 (5.62%) Ansible
4 17 (5.03%) Puppet
5 16 (4.73%) Opscode Chef
6 5 (1.48%) BladeLogic
6 5 (1.48%) CA Wily
7 4 (1.18%) Cobbler
8 2 (0.59%) Oozie
9 1 (0.30%) Kubernetes
9 1 (0.30%) logstash
9 1 (0.30%) Perfmon
9 1 (0.30%) Terraform
Vendors
1 67 (19.82%) Oracle
2 51 (15.09%) Microsoft
3 39 (11.54%) Google
4 17 (5.03%) Teradata
5 12 (3.55%) VMware
6 7 (2.07%) Adobe
6 7 (2.07%) Apigee
6 7 (2.07%) IBM
7 6 (1.78%) Sybase
8 5 (1.48%) AppDynamics
8 5 (1.48%) HP
8 5 (1.48%) New Relic
8 5 (1.48%) Splunk
9 4 (1.18%) Zend
10 3 (0.89%) Capita
10 3 (0.89%) Cloudera
10 3 (0.89%) Red Hat
10 3 (0.89%) SaltStack
10 3 (0.89%) Tableau
10 3 (0.89%) Vertica