Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Central London > City of London
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 182 111 134
Rank change year-on-year -71 +23 +61
Permanent jobs citing MongoDB 175 281 245
As % of all permanent IT jobs advertised in the City of London 1.63% 2.73% 2.16%
As % of the Database & Business Intelligence category 5.35% 8.83% 7.05%
Number of salaries quoted 157 263 225
City of London median annual salary £67,500 £65,000 £62,500
Median salary % change year-on-year +3.85% +4.00% -3.85%
10th Percentile £45,000 £47,500 £42,500
90th Percentile £95,000 £87,500 £92,500
Central London median annual salary £65,250 £62,500 £60,000
% change year-on-year +4.40% +4.17% -7.69%

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 3,271 3,183 3,477
As % of all permanent IT jobs advertised in the City of London 30.38% 30.90% 30.67%
Number of salaries quoted 2,970 2,904 3,198
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -
10th Percentile £41,250 £41,250 £36,250
90th Percentile £95,000 £88,750 £86,625
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +0.88%

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 10 December 2018.

Salary histogram for MongoDB in the City of London

For the 6 months to 10 December 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 85 (48.57%) Agile Software Development
2 71 (40.57%) NoSQL
3 70 (40.00%) Java
4 69 (39.43%) Python
5 64 (36.57%) SQL
6 63 (36.00%) Amazon AWS
7 52 (29.71%) Microsoft Azure
7 52 (29.71%) JavaScript
8 51 (29.14%) DevOps
9 46 (26.29%) Finance
10 40 (22.86%) AngularJS
11 39 (22.29%) Node.js
11 39 (22.29%) MySQL
11 39 (22.29%) SQL Server
12 35 (20.00%) Hadoop
12 35 (20.00%) Microservices
12 35 (20.00%) Docker
13 33 (18.86%) Apache Spark
13 33 (18.86%) TDD
14 32 (18.29%) RabbitMQ
15 31 (17.71%) Software Engineering
15 31 (17.71%) .NET
15 31 (17.71%) Problem-Solving
16 30 (17.14%) Apache Cassandra
16 30 (17.14%) Kafka
17 29 (16.57%) HTML
18 27 (15.43%) CSS
18 27 (15.43%) Java 8
19 25 (14.29%) Greenfield Project
19 25 (14.29%) MVC

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 33 (18.86%) Apache Spark
2 18 (10.29%) Elasticsearch
3 11 (6.29%) Apache
4 7 (4.00%) IIS
5 6 (3.43%) OpenStack
6 5 (2.86%) Apache Pig
7 4 (2.29%) CMS
7 4 (2.29%) Mule
8 2 (1.14%) Confluence
8 2 (1.14%) EPiServer
8 2 (1.14%) nginx
8 2 (1.14%) Plone
8 2 (1.14%) SharePoint
8 2 (1.14%) Sitecore CMS
8 2 (1.14%) Tomcat
8 2 (1.14%) Zope
9 1 (0.57%) Apache Solr
9 1 (0.57%) Jupyter
9 1 (0.57%) Oracle Workflow
Applications
1 1 (0.57%) Adobe Creative Suite
1 1 (0.57%) Chatbot
1 1 (0.57%) Microsoft Excel
1 1 (0.57%) Microsoft Project
Business Applications
1 4 (2.29%) Oracle Procure-to-Pay
Cloud Services
1 63 (36.00%) Amazon AWS
2 52 (29.71%) Microsoft Azure
3 12 (6.86%) Google Cloud Platform
4 10 (5.71%) SaaS
5 8 (4.57%) Amazon EC2
6 6 (3.43%) Amazon EMR
7 5 (2.86%) Amazon ELB
7 5 (2.86%) Amazon S3
8 4 (2.29%) GitHub
9 3 (1.71%) Azure Data Factory
9 3 (1.71%) Cloud Computing
9 3 (1.71%) PaaS
9 3 (1.71%) Serverless
10 2 (1.14%) Azure Functions
10 2 (1.14%) Azure Machine Learning
10 2 (1.14%) Loggly
10 2 (1.14%) npm
10 2 (1.14%) Sumo Logic
11 1 (0.57%) Amazon Kinesis
11 1 (0.57%) Heroku
Communications & Networking
1 5 (2.86%) HTTP
2 4 (2.29%) FTP
3 3 (1.71%) Firewall
4 2 (1.14%) Internet
5 1 (0.57%) DNS
5 1 (0.57%) HTTPS
5 1 (0.57%) SMTP
Database & Business Intelligence
1 71 (40.57%) NoSQL
2 39 (22.29%) MySQL
2 39 (22.29%) SQL Server
3 35 (20.00%) Hadoop
4 30 (17.14%) Apache Cassandra
5 24 (13.71%) Redis
6 23 (13.14%) Big Data
7 20 (11.43%) PostgreSQL
8 14 (8.00%) Relational Database
9 7 (4.00%) SQL Server Reporting Services
10 6 (3.43%) Amazon DynamoDB
10 6 (3.43%) Data Warehouse
10 6 (3.43%) HBase
10 6 (3.43%) MariaDB
10 6 (3.43%) Neo4j
10 6 (3.43%) Power BI
10 6 (3.43%) Riak
10 6 (3.43%) SQL Server Analysis Services
11 5 (2.86%) Amazon RDS
11 5 (2.86%) Apache Hive
Development Applications
1 25 (14.29%) Git (software)
2 17 (9.71%) Jenkins
3 10 (5.71%) Selenium
4 8 (4.57%) Protractor
5 7 (4.00%) JIRA
5 7 (4.00%) Subversion
6 6 (3.43%) NUnit
7 5 (2.86%) Octopus Deploy
7 5 (2.86%) SQL Server Management Studio (SSMS)
7 5 (2.86%) TeamCity
8 4 (2.29%) Maven
8 4 (2.29%) Team Foundation Server
8 4 (2.29%) Visual Studio
8 4 (2.29%) webpack
9 3 (1.71%) Atlassian Bamboo
9 3 (1.71%) Bitbucket
9 3 (1.71%) Mocha
10 2 (1.14%) Moq
10 2 (1.14%) MSBuild
10 2 (1.14%) MSTest
General
1 46 (26.29%) Finance
2 9 (5.14%) Games
2 9 (5.14%) Retail Banking
3 6 (3.43%) Marketing
4 4 (2.29%) Banking
4 4 (2.29%) Front Office
5 3 (1.71%) Advertising
5 3 (1.71%) Publishing
6 1 (0.57%) Manufacturing
6 1 (0.57%) Retail
Job Titles
1 98 (56.00%) Developer
2 35 (20.00%) Java Developer
3 20 (11.43%) Data Engineer
4 19 (10.86%) Python Engineer
5 15 (8.57%) DevOps Engineer
6 14 (8.00%) Python Developer
7 13 (7.43%) Senior Developer
8 11 (6.29%) .NET Developer
8 11 (6.29%) AWS Developer
9 10 (5.71%) C# Developer
9 10 (5.71%) Software Engineer
10 9 (5.14%) Data Scientist
11 8 (4.57%) Java Scala Developer
11 8 (4.57%) Scala Developer
12 7 (4.00%) Senior Data Scientist
13 6 (3.43%) Front End Developer (Client-Side Developer)
13 6 (3.43%) Lead DevOps
13 6 (3.43%) Lead DevOps Engineer
13 6 (3.43%) Software Developer
14 5 (2.86%) SQL DBA
Libraries, Frameworks & Software Standards
1 40 (22.86%) AngularJS
2 39 (22.29%) Node.js
3 32 (18.29%) RabbitMQ
4 31 (17.71%) .NET
5 30 (17.14%) Kafka
6 29 (16.57%) HTML
7 27 (15.43%) CSS
8 23 (13.14%) React
9 20 (11.43%) Spring
10 19 (10.86%) RESTful
11 17 (9.71%) Spring Boot
12 15 (8.57%) REST
13 14 (8.00%) HTML5
13 14 (8.00%) Web Services
14 13 (7.43%) jQuery
15 11 (6.29%) .NET Framework
15 11 (6.29%) ActiveMQ
15 11 (6.29%) Pandas
16 10 (5.71%) SciPy
16 10 (5.71%) Vue.js
Miscellaneous
1 25 (14.29%) Greenfield Project
2 23 (13.14%) Fintech
3 20 (11.43%) Algorithms
4 19 (10.86%) User Experience
5 15 (8.57%) Data Structures
5 15 (8.57%) Self-Motivation
6 13 (7.43%) Spread Betting
7 10 (5.71%) Analytical Skills
7 10 (5.71%) Hedge funds
7 10 (5.71%) Market Risk
8 8 (4.57%) Replication
9 7 (4.00%) Clustering
10 5 (2.86%) Linux Command Line
11 2 (1.14%) Management Information System
11 2 (1.14%) Mobile App
11 2 (1.14%) Video on Demand
11 2 (1.14%) Wiki
12 1 (0.57%) Blog
12 1 (0.57%) Public Cloud
12 1 (0.57%) Social Media
Operating Systems
1 22 (12.57%) Linux
2 7 (4.00%) Windows
3 6 (3.43%) Unix
4 2 (1.14%) Apple iOS
4 2 (1.14%) CentOS
5 1 (0.57%) Ubuntu
5 1 (0.57%) Windows Server
Processes & Methodologies
1 85 (48.57%) Agile Software Development
2 51 (29.14%) DevOps
3 35 (20.00%) Microservices
4 33 (18.86%) TDD
5 31 (17.71%) Problem-Solving
5 31 (17.71%) Software Engineering
6 25 (14.29%) Continuous Integration
6 25 (14.29%) MVC
7 23 (13.14%) Scrum
8 22 (12.57%) ETL
8 22 (12.57%) Test Automation
9 20 (11.43%) Computer Science
10 18 (10.29%) Machine Learning
11 17 (9.71%) Analytics
12 15 (8.57%) Configuration Management
12 15 (8.57%) Data Analysis
13 14 (8.00%) BDD
13 14 (8.00%) Front End Development
13 14 (8.00%) Mathematics
14 13 (7.43%) SDLC
Programming Languages
1 70 (40.00%) Java
2 69 (39.43%) Python
3 64 (36.57%) SQL
4 52 (29.71%) JavaScript
5 27 (15.43%) Java 8
6 24 (13.71%) C#
7 23 (13.14%) Ruby
7 23 (13.14%) Scala
8 13 (7.43%) C++
9 12 (6.86%) Go
10 11 (6.29%) Kotlin
10 11 (6.29%) PHP
11 9 (5.14%) Bash Shell
12 8 (4.57%) Perl
12 8 (4.57%) T-SQL
13 7 (4.00%) PL/SQL
14 5 (2.86%) TypeScript
15 4 (2.29%) C
15 4 (2.29%) PowerShell
16 3 (1.71%) F#
Qualifications
1 18 (10.29%) Degree
2 6 (3.43%) Computer Science Degree
2 6 (3.43%) SC Cleared
2 6 (3.43%) Security Cleared
3 1 (0.57%) Numerate Degree
Quality Assurance & Compliance
1 9 (5.14%) QA
2 2 (1.14%) Data Quality
System Software
1 35 (20.00%) Docker
2 3 (1.71%) HDFS
2 3 (1.71%) VMware Infrastructure
3 2 (1.14%) Apache Flume
3 2 (1.14%) Virtual Servers
4 1 (0.57%) Active Directory
Systems Management
1 21 (12.00%) Prometheus
2 19 (10.86%) Kubernetes
3 17 (9.71%) Opscode Chef
3 17 (9.71%) Puppet
3 17 (9.71%) Terraform
4 14 (8.00%) Ansible
5 10 (5.71%) ZABBIX
6 9 (5.14%) Nagios
7 6 (3.43%) Grafana
8 5 (2.86%) Docker Swarm
8 5 (2.86%) logstash
9 4 (2.29%) Graphite
10 2 (1.14%) Cobbler
10 2 (1.14%) Oozie
10 2 (1.14%) Rancher
10 2 (1.14%) Tivoli
11 1 (0.57%) Kibana
Vendors
1 21 (12.00%) Oracle
2 15 (8.57%) Microsoft
3 8 (4.57%) Tableau
4 6 (3.43%) Google
5 5 (2.86%) Hortonworks
6 4 (2.29%) Ariba
6 4 (2.29%) Cloudera
6 4 (2.29%) SAP
6 4 (2.29%) SEEBURGER
6 4 (2.29%) TIBCO
7 3 (1.71%) Rackspace
7 3 (1.71%) VMware
8 2 (1.14%) Atlassian
8 2 (1.14%) MapR
8 2 (1.14%) New Relic
8 2 (1.14%) Sitecore
8 2 (1.14%) Splunk
9 1 (0.57%) Adobe
9 1 (0.57%) IBM
9 1 (0.57%) Red Hat