Period
to 26 September 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 26 September 2017 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
26 Sep 2017
Same period 2016 Same period 2015
Rank 146 139 243
Rank change year-on-year -7 +104 +26
Permanent jobs citing MongoDB 291 265 118
As % of all permanent IT jobs advertised in the North West 2.21% 2.23% 0.90%
As % of the Database & Business Intelligence category 6.47% 6.72% 2.56%
Number of salaries quoted 234 220 84
North West median annual salary £50,000 £47,500 £42,500
Median salary % change year-on-year +5.26% +11.76% +6.25%
10th Percentile £22,500 £22,500 £29,750
90th Percentile £68,750 £62,500 £57,125
England median annual salary £55,000 £55,000 £54,000
% change year-on-year - +1.85% +2.86%

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 4497 3941 4613
As % of all permanent IT jobs advertised in the North West 34.20% 33.11% 35.31%
Number of salaries quoted 3802 3395 3932
North West median annual salary £40,500 £40,000 £40,000
Median salary % change year-on-year +1.25% - +6.67%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £62,500 £57,500 £53,750
England median annual salary £49,000 £47,500 £45,000
% change year-on-year +3.16% +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 26 September 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 26 September 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 -29 192 £47,500 -5.00% 16
Cheshire +13 76 £60,000 +41.18% 3
Merseyside +5 18 £47,500 +11.76% 7
Lancashire -5 3 £26,000 -53.53% 1
MongoDB
England

For the 6 months to 26 September 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.

1 202 (69.42%) Agile Software Development
2 163 (56.01%) SQL Server
3 152 (52.23%) AngularJS
4 139 (47.77%) .NET
4 139 (47.77%) C#
5 132 (45.36%) ASP.NET
6 130 (44.67%) MVC
7 113 (38.83%) TDD
8 106 (36.43%) HTML
9 105 (36.08%) Microsoft Azure
10 100 (34.36%) ASP.NET MVC
11 99 (34.02%) Twitter Bootstrap
12 93 (31.96%) CSS
13 91 (31.27%) Elasticsearch
14 90 (30.93%) Web Application Development
14 90 (30.93%) RESTful
15 89 (30.58%) ASP.NET Web API
16 87 (29.90%) SQL
17 84 (28.87%) Java
17 84 (28.87%) JavaScript
18 83 (28.52%) .NET Framework
19 81 (27.84%) Kanban
20 78 (26.80%) Amazon AWS
21 76 (26.12%) Ruby
22 72 (24.74%) Scrum
23 71 (24.40%) MySQL
24 70 (24.05%) HTML5
25 66 (22.68%) Node.js
25 66 (22.68%) Linux
26 64 (21.99%) WPF

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 91 (31.27%) Elasticsearch
2 35 (12.03%) Tomcat
3 25 (8.59%) Apache
4 24 (8.25%) Apache Spark
5 20 (6.87%) JBoss
6 15 (5.15%) Oracle SOA Suite
7 10 (3.44%) Apache Solr
8 9 (3.09%) IIS
9 7 (2.41%) Apache Pig
9 7 (2.41%) Confluence
9 7 (2.41%) OpenStack
10 5 (1.72%) SAS
10 5 (1.72%) WebLogic
11 3 (1.03%) Adobe Experience Manager
11 3 (1.03%) CMS
11 3 (1.03%) Oracle Service Bus
11 3 (1.03%) WebSphere
11 3 (1.03%) WordPress
12 2 (0.69%) Jetty
12 2 (0.69%) Sitecore CMS
Applications
1 1 (0.34%) InVision
1 1 (0.34%) Microsoft Excel
1 1 (0.34%) Microsoft PowerPoint
Business Applications
1 2 (0.69%) SDL Web 8
2 1 (0.34%) Oracle Applications
2 1 (0.34%) Payment Gateway
Cloud Services
1 105 (36.08%) Microsoft Azure
2 78 (26.80%) Amazon AWS
3 10 (3.44%) GitHub
4 6 (2.06%) Amazon SQS
4 6 (2.06%) AWS CloudFormation
5 5 (1.72%) SaaS
6 4 (1.37%) Amazon EC2
7 3 (1.03%) CloudFront
7 3 (1.03%) npm
7 3 (1.03%) Virtual Private Cloud
8 2 (0.69%) Amazon S3
8 2 (0.69%) Cloud Computing
8 2 (0.69%) Google Cloud Platform
9 1 (0.34%) PaaS
9 1 (0.34%) Sage Pay
Communications & Networking
1 10 (3.44%) AMQP
2 7 (2.41%) HTTP
3 6 (2.06%) Internet
4 1 (0.34%) Firewall
4 1 (0.34%) Network Security
4 1 (0.34%) SAN
4 1 (0.34%) VLAN
4 1 (0.34%) WebEx
4 1 (0.34%) Wireless
Database & Business Intelligence
1 163 (56.01%) SQL Server
2 71 (24.40%) MySQL
3 64 (21.99%) SQL Server 2014
4 60 (20.62%) NoSQL
5 35 (12.03%) Hadoop
5 35 (12.03%) Relational Database
6 30 (10.31%) RavenDB
7 28 (9.62%) SQL Server 2016
8 27 (9.28%) Big Data
8 27 (9.28%) CouchDB
9 19 (6.53%) Apache Cassandra
10 16 (5.50%) PostgreSQL
11 14 (4.81%) Redis
11 14 (4.81%) SQL Server Integration Services
12 12 (4.12%) RDBMS
12 12 (4.12%) SQL Server Reporting Services
13 11 (3.78%) MariaDB
14 10 (3.44%) Apache Accumulo
15 9 (3.09%) Riak
15 9 (3.09%) SQL Server Analysis Services
Development Applications
1 63 (21.65%) TeamCity
2 49 (16.84%) Git (software)
3 41 (14.09%) Jenkins
4 28 (9.62%) Maven
5 23 (7.90%) Selenium
6 18 (6.19%) JIRA
7 15 (5.15%) Eclipse
8 13 (4.47%) Vagrant
9 11 (3.78%) Cucumber
10 10 (3.44%) Gradle
10 10 (3.44%) Team Foundation Server
11 7 (2.41%) Bitbucket
11 7 (2.41%) Sonatype Nexus
12 5 (1.72%) JUnit
13 4 (1.37%) FitNesse
13 4 (1.37%) JMeter
14 3 (1.03%) Gatling
14 3 (1.03%) MSI
14 3 (1.03%) Octopus Deploy
15 2 (0.69%) webpack
General
1 62 (21.31%) Finance
2 36 (12.37%) Games
3 13 (4.47%) Banking
4 12 (4.12%) Marketing
5 8 (2.75%) Manufacturing
6 7 (2.41%) Electronics
6 7 (2.41%) Telecoms
7 5 (1.72%) Advertising
8 4 (1.37%) Financial Institution
8 4 (1.37%) Retail
9 2 (0.69%) Investment Banking
9 2 (0.69%) Law
10 1 (0.34%) Corporate Banking
10 1 (0.34%) Military
Job Titles
1 184 (63.23%) Developer
2 99 (34.02%) .NET Developer
3 36 (12.37%) Java Developer
4 35 (12.03%) Software Developer
5 33 (11.34%) Software Engineer
6 32 (11.00%) Junior
7 30 (10.31%) Graduate
7 30 (10.31%) Graduate Developer
7 30 (10.31%) Junior Developer
8 29 (9.97%) Graduate .NET Developer
8 29 (9.97%) Junior .NET Developer
9 27 (9.28%) Messaging Developer
10 24 (8.25%) Lead Developer
11 21 (7.22%) C# Developer
12 16 (5.50%) Senior Developer
13 15 (5.15%) DBA
14 12 (4.12%) Lead Software Developer
15 10 (3.44%) Java Software Developer
15 10 (3.44%) JavaScript Developer
15 10 (3.44%) Lead C# Developer
Libraries, Frameworks & Software Standards
1 152 (52.23%) AngularJS
2 139 (47.77%) .NET
3 132 (45.36%) ASP.NET
4 106 (36.43%) HTML
5 100 (34.36%) ASP.NET MVC
6 99 (34.02%) Twitter Bootstrap
7 93 (31.96%) CSS
8 90 (30.93%) RESTful
9 89 (30.58%) ASP.NET Web API
10 83 (28.52%) .NET Framework
11 70 (24.05%) HTML5
12 66 (22.68%) Node.js
13 64 (21.99%) WPF
14 60 (20.62%) CSS3
15 58 (19.93%) ASP.NET MVC 5
16 56 (19.24%) KnockoutJS
16 56 (19.24%) MSMQ
17 49 (16.84%) Web Services
18 47 (16.15%) Entity Framework
19 44 (15.12%) WCF
Miscellaneous
1 45 (15.46%) Computer Science
2 31 (10.65%) Fintech
3 25 (8.59%) User Experience
4 18 (6.19%) Greenfield Project
5 12 (4.12%) Enterprise Software
6 8 (2.75%) N-Tier
6 8 (2.75%) PKI
7 7 (2.41%) Analytical Skills
7 7 (2.41%) Mobile App
8 5 (1.72%) Replication
9 4 (1.37%) Online Banking
10 3 (1.03%) Public Cloud
10 3 (1.03%) Wiki
11 2 (0.69%) Algorithms
11 2 (0.69%) Clustering
11 2 (0.69%) Data Structures
11 2 (0.69%) Management Information System
12 1 (0.34%) Blog
12 1 (0.34%) FlexPod
12 1 (0.34%) Mainframe
Operating Systems
1 66 (22.68%) Linux
2 31 (10.65%) Windows
3 21 (7.22%) Unix
4 13 (4.47%) CentOS
5 7 (2.41%) AIX
6 6 (2.06%) SUSE
6 6 (2.06%) Ubuntu
7 5 (1.72%) Android
7 5 (1.72%) Apple iOS
7 5 (1.72%) Red Hat Enterprise Linux
8 2 (0.69%) Windows Server 2008
9 1 (0.34%) Fedora
9 1 (0.34%) Windows Server
Processes & Methodologies
1 202 (69.42%) Agile Software Development
2 130 (44.67%) MVC
3 113 (38.83%) TDD
4 90 (30.93%) Web Application Development
5 81 (27.84%) Kanban
6 72 (24.74%) Scrum
7 59 (20.27%) Dependency Injection
8 58 (19.93%) Multithreading
9 56 (19.24%) Web Development
10 53 (18.21%) BDD
10 53 (18.21%) Software Engineering
11 49 (16.84%) DevOps
12 47 (16.15%) OO
13 36 (12.37%) Analytics
13 36 (12.37%) Continuous Integration
14 32 (11.00%) Wealth Management
15 31 (10.65%) Asset Management
15 31 (10.65%) Microservices
16 30 (10.31%) Data Analytics
17 28 (9.62%) Test Automation
Programming Languages
1 139 (47.77%) C#
2 87 (29.90%) SQL
3 84 (28.87%) Java
3 84 (28.87%) JavaScript
4 76 (26.12%) Ruby
5 58 (19.93%) F#
6 42 (14.43%) Python
7 29 (9.97%) Bash Shell
8 23 (7.90%) Scala
9 17 (5.84%) T-SQL
10 15 (5.15%) Perl
10 15 (5.15%) PowerShell
11 12 (4.12%) TypeScript
11 12 (4.12%) VB.NET
12 9 (3.09%) C
13 8 (2.75%) XPath
13 8 (2.75%) XQuery
14 7 (2.41%) Groovy
14 7 (2.41%) PHP
15 6 (2.06%) R
Qualifications
1 35 (12.03%) Degree
2 11 (3.78%) Computer Science Degree
3 9 (3.09%) Security Cleared
4 6 (2.06%) DV Cleared
5 5 (1.72%) Numerate Degree
6 3 (1.03%) Microsoft Certification
7 1 (0.34%) ISEB
7 1 (0.34%) ISTQB
7 1 (0.34%) ISTQB Foundation Certification
7 1 (0.34%) Oracle Certification
Quality Assurance & Compliance
1 5 (1.72%) QA
2 1 (0.34%) ISO/IEC 27001
System Software
1 23 (7.90%) Docker
2 8 (2.75%) VMware Infrastructure
3 7 (2.41%) Hyper-V
4 1 (0.34%) Oracle RAC
4 1 (0.34%) Xen
Systems Management
1 59 (20.27%) Kibana
2 27 (9.28%) Business Desktop Deployment
2 27 (9.28%) WSUS
3 26 (8.93%) Opscode Chef
4 25 (8.59%) Puppet
5 24 (8.25%) Ansible
6 6 (2.06%) BladeLogic
6 6 (2.06%) CA Wily
7 3 (1.03%) logstash
8 2 (0.69%) Cobbler
8 2 (0.69%) Perfmon
8 2 (0.69%) Salt
8 2 (0.69%) Systems Management Server (SMS)
9 1 (0.34%) Nagios
9 1 (0.34%) Oracle Enterprise Manager
9 1 (0.34%) Oracle RMAN
9 1 (0.34%) Terraform
Vendors
1 60 (20.62%) Oracle
2 47 (16.15%) Microsoft
3 31 (10.65%) Google
4 15 (5.15%) VMware
5 13 (4.47%) Teradata
6 7 (2.41%) Apigee
6 7 (2.41%) AppDynamics
6 7 (2.41%) SAP
6 7 (2.41%) Splunk
6 7 (2.41%) Xamarin
7 6 (2.06%) NetApp
8 5 (1.72%) Adobe
8 5 (1.72%) Sybase
9 4 (1.37%) IBM
9 4 (1.37%) Red Hat
10 3 (1.03%) Atlassian
10 3 (1.03%) Cloudera
10 3 (1.03%) Rackspace
10 3 (1.03%) SaltStack
10 3 (1.03%) Vertica