Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 18 June 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Central London > City of London
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 146 148 167
Rank change year-on-year +2 +19 +39
Permanent jobs citing MongoDB 234 206 257
As % of all permanent IT jobs advertised in the City of London 2.12% 2.03% 1.92%
As % of the Database & Business Intelligence category 6.75% 6.36% 6.86%
Number of salaries quoted 197 178 221
City of London median annual salary £61,500 £62,500 £55,000
Median salary % change year-on-year -1.60% +13.64% -4.35%
10th Percentile £40,000 £44,625 £37,500
90th Percentile £89,000 £91,625 £86,250
Central London median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% +4.55%

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 City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 3,468 3,239 3,744
As % of all permanent IT jobs advertised in the City of London 31.44% 31.98% 27.96%
Number of salaries quoted 3,107 2,911 3,350
City of London median annual salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09% -
10th Percentile £40,000 £37,500 £36,250
90th Percentile £90,000 £86,250 £82,500
Central London median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% -

MongoDB
Job Vacancy Trend in the City of London

Job postings citing MongoDB as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for MongoDB in the City of London

MongoDB
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB in the City of London.

Salary trend for MongoDB in the City of London

MongoDB
Salary Histogram in the City of London

The salary distribution of IT jobs citing MongoDB in the City of London over the 6 months to 18 June 2018.

Salary histogram for MongoDB in the City of London

For the 6 months to 18 June 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 City of London region with a requirement for MongoDB.

1 131 (55.98%) Agile Software Development
2 107 (45.73%) JavaScript
3 95 (40.60%) Java
4 85 (36.32%) Python
5 77 (32.91%) SQL
6 76 (32.48%) Microsoft Azure
7 73 (31.20%) Microservices
8 70 (29.91%) NoSQL
8 70 (29.91%) Finance
9 68 (29.06%) DevOps
10 67 (28.63%) Software Engineering
11 66 (28.21%) HTML
12 63 (26.92%) Scrum
13 61 (26.07%) Amazon AWS
14 60 (25.64%) Docker
15 59 (25.21%) C#
16 57 (24.36%) MVC
16 57 (24.36%) Elasticsearch
17 56 (23.93%) AngularJS
18 55 (23.50%) React
18 55 (23.50%) Node.js
18 55 (23.50%) .NET
19 54 (23.08%) CSS
20 51 (21.79%) TDD
21 47 (20.09%) Degree
21 47 (20.09%) Linux
22 46 (19.66%) Jenkins
23 44 (18.80%) Computer Science
24 39 (16.67%) SQL Server
24 39 (16.67%) Problem-Solving

MongoDB
Co-occurring IT Skills in the City of London 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 57 (24.36%) Elasticsearch
2 20 (8.55%) Apache Spark
3 12 (5.13%) CMS
4 11 (4.70%) Apache
4 11 (4.70%) JBoss
5 7 (2.99%) EPiServer
6 6 (2.56%) Tomcat
7 4 (1.71%) Apache Solr
7 4 (1.71%) SAS
7 4 (1.71%) Sitecore CMS
8 3 (1.28%) IIS
8 3 (1.28%) OpenStack
9 2 (0.85%) GemFire
9 2 (0.85%) nginx
9 2 (0.85%) Oracle SOA Suite
9 2 (0.85%) Oracle Workflow
9 2 (0.85%) Umbraco
9 2 (0.85%) WebLogic
10 1 (0.43%) Confluence
10 1 (0.43%) Mule
Applications
1 1 (0.43%) Chatbot
1 1 (0.43%) SPSS
Business Applications
1 2 (0.85%) Dynamics NAV
2 1 (0.43%) Dynamics CRM
2 1 (0.43%) NetSuite
2 1 (0.43%) Oracle Procure-to-Pay
Cloud Services
1 76 (32.48%) Microsoft Azure
2 61 (26.07%) Amazon AWS
3 36 (15.38%) Google Cloud Platform
4 26 (11.11%) AWS CloudFormation
5 17 (7.26%) PaaS
6 5 (2.14%) IaaS
6 5 (2.14%) SaaS
7 4 (1.71%) Loggly
7 4 (1.71%) npm
7 4 (1.71%) Sumo Logic
8 2 (0.85%) Amazon EC2
8 2 (0.85%) Cortana Intelligence Suite
8 2 (0.85%) GitHub
8 2 (0.85%) Serverless
8 2 (0.85%) Trello
9 1 (0.43%) Amazon EMR
9 1 (0.43%) Azure Data Factory
9 1 (0.43%) CloudBees
9 1 (0.43%) Google Analytics
9 1 (0.43%) MailChimp
Communications & Networking
1 22 (9.40%) DNS
1 22 (9.40%) TCP/IP
2 8 (3.42%) SMTP
3 4 (1.71%) HTTP
4 3 (1.28%) VPN
5 2 (0.85%) Internet
6 1 (0.43%) Firewall
6 1 (0.43%) FTP
6 1 (0.43%) SAN
6 1 (0.43%) Unified Communications
Database & Business Intelligence
1 70 (29.91%) NoSQL
2 39 (16.67%) SQL Server
3 29 (12.39%) Big Data
3 29 (12.39%) MySQL
4 27 (11.54%) Hadoop
5 23 (9.83%) PostgreSQL
6 22 (9.40%) Relational Database
7 21 (8.97%) Apache Cassandra
8 13 (5.56%) HBase
9 12 (5.13%) DB2
10 11 (4.70%) Couchbase
11 9 (3.85%) Redis
12 7 (2.99%) Amazon DynamoDB
12 7 (2.99%) Apache Hive
12 7 (2.99%) Data Mining
13 6 (2.56%) Power BI
14 5 (2.14%) Cosmos DB
14 5 (2.14%) QlikView
15 4 (1.71%) Amazon Redshift
15 4 (1.71%) BigQuery
Development Applications
1 46 (19.66%) Jenkins
2 38 (16.24%) Git (software)
3 15 (6.41%) TeamCity
4 10 (4.27%) JIRA
4 10 (4.27%) Octopus Deploy
4 10 (4.27%) webpack
5 7 (2.99%) Maven
5 7 (2.99%) Team Foundation Server
5 7 (2.99%) Visual Studio
6 6 (2.56%) Grunt
6 6 (2.56%) gulp
6 6 (2.56%) Selenium
7 4 (1.71%) Atlassian Bamboo
7 4 (1.71%) Jasmine
7 4 (1.71%) Mocha
7 4 (1.71%) Subversion
7 4 (1.71%) Vagrant
8 3 (1.28%) JUnit
8 3 (1.28%) Mercurial
8 3 (1.28%) Protractor
General
1 70 (29.91%) Finance
2 24 (10.26%) Retail
3 16 (6.84%) Banking
4 8 (3.42%) Front Office
5 5 (2.14%) Investment Banking
5 5 (2.14%) Retail Banking
6 4 (1.71%) Advertising
6 4 (1.71%) Publishing
7 3 (1.28%) Automotive
8 2 (0.85%) Games
8 2 (0.85%) Law
8 2 (0.85%) Marketing
9 1 (0.43%) Back Office
9 1 (0.43%) Financial Institution
9 1 (0.43%) Legal
9 1 (0.43%) Manufacturing
9 1 (0.43%) Telecoms
Job Titles
1 122 (52.14%) Developer
2 33 (14.10%) Senior Developer
2 33 (14.10%) Software Engineer
3 30 (12.82%) Java Developer
4 19 (8.12%) .NET Developer
4 19 (8.12%) C# Developer
5 18 (7.69%) Senior Software Engineer
6 14 (5.98%) Big Data Engineer
6 14 (5.98%) Data Engineer
6 14 (5.98%) Node.js Developer
7 13 (5.56%) Cloud Engineer
8 12 (5.13%) AWS DevOps
8 12 (5.13%) AWS Engineer
9 11 (4.70%) Front End Developer (Client-Side Developer)
9 11 (4.70%) Full Stack Developer
10 10 (4.27%) C# .NET Developer
10 10 (4.27%) Software Developer
11 9 (3.85%) Senior Software Developer
12 8 (3.42%) Backend Developer
12 8 (3.42%) PHP Developer
Libraries, Frameworks & Software Standards
1 66 (28.21%) HTML
2 56 (23.93%) AngularJS
3 55 (23.50%) .NET
3 55 (23.50%) Node.js
3 55 (23.50%) React
4 54 (23.08%) CSS
5 37 (15.81%) RESTful
6 32 (13.68%) HTML5
6 32 (13.68%) Spring
7 31 (13.25%) ASP.NET
8 28 (11.97%) REST
9 26 (11.11%) ASP.NET MVC
10 25 (10.68%) Web Services
11 22 (9.40%) Kafka
11 22 (9.40%) RabbitMQ
12 19 (8.12%) jQuery
13 16 (6.84%) Sass
14 15 (6.41%) Angular 2
15 14 (5.98%) JSON
16 13 (5.56%) Twitter Bootstrap
Miscellaneous
1 44 (18.80%) Computer Science
2 23 (9.83%) Analytical Skills
3 21 (8.97%) Greenfield Project
4 17 (7.26%) Algorithms
4 17 (7.26%) User Experience
5 14 (5.98%) Fintech
6 11 (4.70%) Self-Motivation
7 7 (2.99%) Hedge funds
8 5 (2.14%) Enterprise Software
9 4 (1.71%) Mobile App
10 3 (1.28%) Data Structures
10 3 (1.28%) Derivative
10 3 (1.28%) e-Health
10 3 (1.28%) Public Cloud
11 2 (0.85%) Analytical Mindset
11 2 (0.85%) Credit Derivative
11 2 (0.85%) Linux Command Line
11 2 (0.85%) Virtual Team
12 1 (0.43%) Cloud Native
12 1 (0.43%) Marketing Technology
Operating Systems
1 47 (20.09%) Linux
2 6 (2.56%) Windows
3 5 (2.14%) Unix
4 2 (0.85%) Debian
4 2 (0.85%) Ubuntu
4 2 (0.85%) Windows Server
5 1 (0.43%) CentOS
5 1 (0.43%) Red Hat Enterprise Linux
Processes & Methodologies
1 131 (55.98%) Agile Software Development
2 73 (31.20%) Microservices
3 68 (29.06%) DevOps
4 67 (28.63%) Software Engineering
5 63 (26.92%) Scrum
6 57 (24.36%) MVC
7 51 (21.79%) TDD
8 39 (16.67%) Problem-Solving
9 38 (16.24%) OO
10 32 (13.68%) E-Commerce
11 30 (12.82%) Machine Learning
12 27 (11.54%) Continuous Integration
13 26 (11.11%) Configuration Management
14 23 (9.83%) Analytics
14 23 (9.83%) BDD
15 22 (9.40%) Data Science
16 21 (8.97%) Open Source
17 18 (7.69%) Artificial Intelligence
17 18 (7.69%) ETL
17 18 (7.69%) Test Automation
Programming Languages
1 107 (45.73%) JavaScript
2 95 (40.60%) Java
3 85 (36.32%) Python
4 77 (32.91%) SQL
5 59 (25.21%) C#
6 31 (13.25%) PHP
7 30 (12.82%) Ruby
8 28 (11.97%) Java 8
9 17 (7.26%) C++
9 17 (7.26%) Scala
10 15 (6.41%) ES6
10 15 (6.41%) TypeScript
11 10 (4.27%) Bash Shell
12 9 (3.85%) T-SQL
13 8 (3.42%) Perl
13 8 (3.42%) R
14 6 (2.56%) F#
14 6 (2.56%) Go
14 6 (2.56%) Groovy
14 6 (2.56%) PL/SQL
Qualifications
1 47 (20.09%) Degree
2 34 (14.53%) Computer Science Degree
3 9 (3.85%) Security Cleared
4 5 (2.14%) Numerate Degree
4 5 (2.14%) SC Cleared
5 2 (0.85%) PhD
6 1 (0.43%) Master's Degree
Quality Assurance & Compliance
1 23 (9.83%) GCP
2 6 (2.56%) Data Quality
2 6 (2.56%) QA
3 4 (1.71%) MiFID
3 4 (1.71%) Solvency II
4 2 (0.85%) EMIR
4 2 (0.85%) GDPR
5 1 (0.43%) Dodd-Frank
5 1 (0.43%) FATCA
System Software
1 60 (25.64%) Docker
2 1 (0.43%) Apache Flume
2 1 (0.43%) GridGain
2 1 (0.43%) HDFS
2 1 (0.43%) Virtual Machines
2 1 (0.43%) VMware Infrastructure
Systems Management
1 35 (14.96%) Ansible
2 32 (13.68%) Kubernetes
3 29 (12.39%) Terraform
4 26 (11.11%) Opscode Chef
5 10 (4.27%) Nagios
6 8 (3.42%) Puppet
7 7 (2.99%) Prometheus
8 4 (1.71%) ZABBIX
9 3 (1.28%) Graphite
9 3 (1.28%) logstash
9 3 (1.28%) Mesos
10 2 (0.85%) Cobbler
10 2 (0.85%) Rancher
10 2 (0.85%) Tivoli
11 1 (0.43%) Hadoop YARN
11 1 (0.43%) Oozie
11 1 (0.43%) rkt
11 1 (0.43%) Salt
Vendors
1 16 (6.84%) Google
2 15 (6.41%) Microsoft
3 14 (5.98%) Oracle
4 11 (4.70%) Splunk
5 9 (3.85%) Cloudera
6 8 (3.42%) Hortonworks
6 8 (3.42%) MapR
7 7 (2.99%) New Relic
8 6 (2.56%) Sitecore
8 6 (2.56%) Tableau
9 5 (2.14%) Sybase
10 4 (1.71%) Capita
10 4 (1.71%) Rackspace
11 3 (1.28%) Red Hat
11 3 (1.28%) Sun
11 3 (1.28%) Zend
12 2 (0.85%) Apple
12 2 (0.85%) IBM
12 2 (0.85%) SAP
12 2 (0.85%) VMware