Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 135 131 239
Rank change year-on-year -4 +108 +35
Permanent jobs citing MongoDB 305 306 128
As % of all permanent IT jobs advertised in the North West 2.31% 2.45% 0.98%
As % of the Database & Business Intelligence category 7.14% 7.12% 2.84%
Number of salaries quoted 248 263 93
North West median annual salary £50,000 £47,500 £44,000
Median salary % change year-on-year +5.26% +7.95% +10.00%
10th Percentile £22,500 £22,500 £29,750
90th Percentile £68,750 £62,500 £66,875
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 4271 4295 4512
As % of all permanent IT jobs advertised in the North West 32.32% 34.42% 34.45%
Number of salaries quoted 3623 3719 3877
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 £26,250
90th Percentile £61,250 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% 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 17 November 2017.

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 17 November 2017. 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 -22 202 £47,500 -5.00% 17
Cheshire -7 76 £60,000 +41.18% 4
Merseyside +17 23 £47,500 +11.76% 4
Lancashire -1 3 £26,000 -53.53% 1
MongoDB
England

For the 6 months to 17 November 2017, 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.

1 197 (64.59%) Agile Software Development
2 171 (56.07%) SQL Server
3 157 (51.48%) AngularJS
4 137 (44.92%) C#
5 135 (44.26%) .NET
6 132 (43.28%) MVC
7 128 (41.97%) ASP.NET
8 118 (38.69%) TDD
9 116 (38.03%) HTML
10 111 (36.39%) Microsoft Azure
11 110 (36.07%) Twitter Bootstrap
12 105 (34.43%) ASP.NET MVC
12 105 (34.43%) CSS
13 99 (32.46%) Elasticsearch
13 99 (32.46%) Web Application Development
14 94 (30.82%) JavaScript
15 93 (30.49%) RESTful
16 91 (29.84%) Ruby
17 88 (28.85%) Java
18 83 (27.21%) Kanban
19 81 (26.56%) .NET Framework
19 81 (26.56%) SQL
20 80 (26.23%) ASP.NET Web API
21 79 (25.90%) Amazon AWS
22 76 (24.92%) HTML5
22 76 (24.92%) Linux
23 75 (24.59%) Scrum
23 75 (24.59%) Node.js
24 73 (23.93%) MySQL
25 68 (22.30%) CSS3

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 99 (32.46%) Elasticsearch
2 42 (13.77%) Tomcat
3 34 (11.15%) Apache
4 22 (7.21%) Apache Spark
5 20 (6.56%) JBoss
6 11 (3.61%) SAS
7 10 (3.28%) IIS
8 9 (2.95%) Apache Pig
9 8 (2.62%) Apache Solr
9 8 (2.62%) Oracle SOA Suite
10 6 (1.97%) Confluence
10 6 (1.97%) WebLogic
11 5 (1.64%) CMS
11 5 (1.64%) OpenStack
11 5 (1.64%) WebSphere
12 4 (1.31%) SharePoint
12 4 (1.31%) WordPress
13 3 (0.98%) Drupal
13 3 (0.98%) Jetty
13 3 (0.98%) Oracle Service Bus
Applications
1 4 (1.31%) Microsoft Office
2 1 (0.33%) Microsoft Excel
2 1 (0.33%) Microsoft PowerPoint
Business Applications
1 2 (0.66%) SDL Web 8
2 1 (0.33%) Oracle Applications
2 1 (0.33%) Payment Gateway
Cloud Services
1 111 (36.39%) Microsoft Azure
2 79 (25.90%) Amazon AWS
3 10 (3.28%) GitHub
4 7 (2.30%) Amazon SQS
4 7 (2.30%) AWS CloudFormation
5 5 (1.64%) SaaS
6 4 (1.31%) Amazon EC2
6 4 (1.31%) npm
7 3 (0.98%) CloudFront
7 3 (0.98%) Virtual Private Cloud
8 2 (0.66%) Amazon S3
8 2 (0.66%) Cloud Computing
9 1 (0.33%) AWS Lambda
9 1 (0.33%) Google Cloud Platform
9 1 (0.33%) PaaS
9 1 (0.33%) Sage Pay
9 1 (0.33%) Serverless
Communications & Networking
1 11 (3.61%) AMQP
2 9 (2.95%) HTTP
3 6 (1.97%) Internet
4 4 (1.31%) SSL
5 1 (0.33%) Firewall
5 1 (0.33%) Network Security
5 1 (0.33%) SAN
5 1 (0.33%) VLAN
5 1 (0.33%) WebEx
5 1 (0.33%) Wireless
Database & Business Intelligence
1 171 (56.07%) SQL Server
2 73 (23.93%) MySQL
3 65 (21.31%) SQL Server 2014
4 63 (20.66%) NoSQL
5 42 (13.77%) Hadoop
5 42 (13.77%) Relational Database
6 34 (11.15%) RavenDB
7 32 (10.49%) SQL Server 2016
8 27 (8.85%) Big Data
8 27 (8.85%) CouchDB
9 17 (5.57%) Apache Cassandra
10 16 (5.25%) MariaDB
11 15 (4.92%) RDBMS
12 12 (3.93%) PostgreSQL
12 12 (3.93%) Redis
13 10 (3.28%) Apache Accumulo
13 10 (3.28%) DB2
14 9 (2.95%) Apache Hive
14 9 (2.95%) Riak
15 7 (2.30%) SQL Server Reporting Services
Development Applications
1 68 (22.30%) TeamCity
2 55 (18.03%) Git (software)
3 42 (13.77%) Jenkins
4 27 (8.85%) Maven
5 18 (5.90%) Selenium
6 16 (5.25%) Eclipse
7 13 (4.26%) Vagrant
8 11 (3.61%) Cucumber
9 9 (2.95%) Gradle
9 9 (2.95%) JIRA
10 7 (2.30%) JUnit
11 5 (1.64%) Bitbucket
11 5 (1.64%) FitNesse
11 5 (1.64%) Mockito
11 5 (1.64%) Octopus Deploy
11 5 (1.64%) Sonatype Nexus
11 5 (1.64%) Subversion
11 5 (1.64%) Team Foundation Server
12 4 (1.31%) Mocha
12 4 (1.31%) SpecFlow
General
1 64 (20.98%) Finance
2 36 (11.80%) Games
3 15 (4.92%) Marketing
4 13 (4.26%) Banking
5 11 (3.61%) Retail
6 7 (2.30%) Electronics
6 7 (2.30%) Manufacturing
6 7 (2.30%) Telecoms
7 5 (1.64%) Advertising
8 3 (0.98%) Financial Institution
9 2 (0.66%) Investment Banking
9 2 (0.66%) Law
9 2 (0.66%) Military
10 1 (0.33%) Aerospace
Job Titles
1 188 (61.64%) Developer
2 104 (34.10%) .NET Developer
3 38 (12.46%) Junior
3 38 (12.46%) Software Engineer
4 36 (11.80%) Java Developer
5 34 (11.15%) Junior Developer
6 33 (10.82%) Graduate
7 32 (10.49%) Graduate Developer
8 31 (10.16%) Graduate .NET Developer
8 31 (10.16%) Junior .NET Developer
9 29 (9.51%) Messaging Developer
10 26 (8.52%) Software Developer
11 18 (5.90%) Lead Developer
12 14 (4.59%) Java Engineer
13 13 (4.26%) C# Developer
13 13 (4.26%) JavaScript Developer
13 13 (4.26%) Senior Developer
14 12 (3.93%) DBA
14 12 (3.93%) Lead Software Engineer
15 11 (3.61%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 157 (51.48%) AngularJS
2 135 (44.26%) .NET
3 128 (41.97%) ASP.NET
4 116 (38.03%) HTML
5 110 (36.07%) Twitter Bootstrap
6 105 (34.43%) ASP.NET MVC
6 105 (34.43%) CSS
7 93 (30.49%) RESTful
8 81 (26.56%) .NET Framework
9 80 (26.23%) ASP.NET Web API
10 76 (24.92%) HTML5
11 75 (24.59%) Node.js
12 68 (22.30%) CSS3
13 64 (20.98%) ASP.NET MVC 5
14 61 (20.00%) KnockoutJS
14 61 (20.00%) WPF
15 60 (19.67%) MSMQ
16 53 (17.38%) Spring
17 51 (16.72%) Web Services
18 50 (16.39%) RabbitMQ
Miscellaneous
1 45 (14.75%) Computer Science
2 38 (12.46%) Fintech
3 26 (8.52%) User Experience
4 14 (4.59%) Greenfield Project
5 12 (3.93%) Analytical Skills
6 10 (3.28%) PKI
7 8 (2.62%) Enterprise Software
8 6 (1.97%) Wiki
9 5 (1.64%) Mobile App
10 4 (1.31%) Online Banking
11 3 (0.98%) Data Structures
11 3 (0.98%) Management Information System
11 3 (0.98%) Public Cloud
12 2 (0.66%) Algorithms
12 2 (0.66%) Clustering
12 2 (0.66%) FlexPod
12 2 (0.66%) Replication
13 1 (0.33%) Blog
13 1 (0.33%) Mainframe
13 1 (0.33%) N-Tier
Operating Systems
1 76 (24.92%) Linux
2 29 (9.51%) Unix
3 24 (7.87%) Windows
4 15 (4.92%) CentOS
5 8 (2.62%) SUSE
5 8 (2.62%) Ubuntu
6 7 (2.30%) AIX
7 5 (1.64%) Android
7 5 (1.64%) Apple iOS
7 5 (1.64%) Red Hat Enterprise Linux
8 2 (0.66%) Windows Server 2008
9 1 (0.33%) Debian
9 1 (0.33%) Fedora
9 1 (0.33%) Windows Server
Processes & Methodologies
1 197 (64.59%) Agile Software Development
2 132 (43.28%) MVC
3 118 (38.69%) TDD
4 99 (32.46%) Web Application Development
5 83 (27.21%) Kanban
6 75 (24.59%) Scrum
7 63 (20.66%) Dependency Injection
8 62 (20.33%) Multithreading
9 56 (18.36%) BDD
9 56 (18.36%) Software Engineering
10 55 (18.03%) OO
11 51 (16.72%) DevOps
12 44 (14.43%) Analytics
12 44 (14.43%) Web Development
13 36 (11.80%) Wealth Management
14 35 (11.48%) Asset Management
15 34 (11.15%) Microservices
16 32 (10.49%) Data Analytics
17 28 (9.18%) Continuous Integration
18 27 (8.85%) Open Source
Programming Languages
1 137 (44.92%) C#
2 94 (30.82%) JavaScript
3 91 (29.84%) Ruby
4 88 (28.85%) Java
5 81 (26.56%) SQL
6 62 (20.33%) F#
7 57 (18.69%) Python
8 36 (11.80%) Bash Shell
9 28 (9.18%) Scala
10 23 (7.54%) Perl
11 16 (5.25%) PowerShell
12 14 (4.59%) C
13 11 (3.61%) Groovy
13 11 (3.61%) PHP
13 11 (3.61%) R
14 8 (2.62%) C++
14 8 (2.62%) TypeScript
15 6 (1.97%) ES6
16 5 (1.64%) T-SQL
17 4 (1.31%) PHP 7
Qualifications
1 36 (11.80%) Degree
2 13 (4.26%) Security Cleared
3 11 (3.61%) Computer Science Degree
4 10 (3.28%) DV Cleared
5 9 (2.95%) Numerate Degree
6 1 (0.33%) ISEB
6 1 (0.33%) ISTQB
6 1 (0.33%) ISTQB Foundation Certification
6 1 (0.33%) Oracle Certification
Quality Assurance & Compliance
1 9 (2.95%) QA
2 1 (0.33%) ISO/IEC 27001
System Software
1 21 (6.89%) Docker
2 10 (3.28%) VMware Infrastructure
3 9 (2.95%) Hyper-V
4 1 (0.33%) Oracle RAC
4 1 (0.33%) Xen
Systems Management
1 61 (20.00%) Kibana
2 29 (9.51%) Business Desktop Deployment
2 29 (9.51%) WSUS
3 25 (8.20%) Ansible
4 23 (7.54%) Opscode Chef
5 22 (7.21%) Puppet
6 6 (1.97%) BladeLogic
6 6 (1.97%) CA Wily
7 4 (1.31%) Cobbler
8 2 (0.66%) Perfmon
8 2 (0.66%) Salt
9 1 (0.33%) logstash
9 1 (0.33%) Nagios
9 1 (0.33%) Oracle Enterprise Manager
9 1 (0.33%) Oracle RMAN
9 1 (0.33%) Terraform
Vendors
1 64 (20.98%) Oracle
2 48 (15.74%) Microsoft
3 33 (10.82%) Google
4 16 (5.25%) Teradata
5 13 (4.26%) VMware
6 7 (2.30%) Apigee
6 7 (2.30%) AppDynamics
6 7 (2.30%) IBM
6 7 (2.30%) SAP
6 7 (2.30%) Splunk
7 6 (1.97%) Sybase
8 5 (1.64%) Adobe
8 5 (1.64%) Xamarin
9 4 (1.31%) Cognos
9 4 (1.31%) Red Hat
9 4 (1.31%) Vertica
9 4 (1.31%) Zend
10 3 (0.98%) Actuate
10 3 (0.98%) Cloudera
10 3 (0.98%) Tableau