Period
to 23 January 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 23 January 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Central London > City of London
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 101 139 168
Rank change year-on-year +38 +29 +20
Permanent jobs citing MongoDB 323 230 245
As % of all permanent IT jobs advertised in the City of London 3.06% 2.17% 1.75%
As % of the Database & Business Intelligence category 9.93% 7.00% 5.68%
Number of salaries quoted 286 214 237
City of London median annual salary £65,000 £62,500 £65,000
Median salary % change year-on-year +4.00% -3.85% +13.04%
10th Percentile £47,500 £42,500 £42,500
90th Percentile £88,750 £92,500 £99,750
Central London median annual salary £62,500 £60,000 £62,500
% change year-on-year +4.17% -4.00% +8.70%

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 3,254 3,285 4,312
As % of all permanent IT jobs advertised in the City of London 30.84% 31.06% 30.78%
Number of salaries quoted 2,920 3,042 3,807
City of London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £41,250 £36,775 £37,000
90th Percentile £88,750 £87,500 £85,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +5.50%

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 23 January 2018.

Salary histogram for MongoDB in the City of London

For the 6 months to 23 January 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.

1 176 (54.49%) Agile Software Development
2 170 (52.63%) JavaScript
3 135 (41.80%) Java
3 135 (41.80%) Node.js
4 113 (34.98%) HTML
4 113 (34.98%) Finance
5 105 (32.51%) CSS
6 99 (30.65%) Docker
7 98 (30.34%) Microservices
8 91 (28.17%) Software Engineering
9 89 (27.55%) SQL
10 87 (26.93%) NoSQL
11 82 (25.39%) TDD
12 80 (24.77%) C#
12 80 (24.77%) AngularJS
13 78 (24.15%) Amazon AWS
14 77 (23.84%) Python
15 73 (22.60%) MVC
15 73 (22.60%) Elasticsearch
16 66 (20.43%) .NET
17 64 (19.81%) Big Data
18 63 (19.50%) RESTful
19 62 (19.20%) DevOps
19 62 (19.20%) PHP
20 58 (17.96%) React
21 56 (17.34%) Front End Development
22 54 (16.72%) Banking
23 53 (16.41%) Apache Cassandra
24 51 (15.79%) Microsoft Azure
24 51 (15.79%) Degree

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 73 (22.60%) Elasticsearch
2 45 (13.93%) Apache Spark
3 21 (6.50%) JBoss
4 16 (4.95%) Apache
5 13 (4.02%) Apache Solr
6 12 (3.72%) OpenStack
7 7 (2.17%) nginx
8 6 (1.86%) Apache Pig
8 6 (1.86%) Jetty
8 6 (1.86%) SAS
8 6 (1.86%) Tomcat
9 5 (1.55%) WebLogic
10 4 (1.24%) Apache Airflow
11 3 (0.93%) WebSphere
11 3 (0.93%) WebSphere Application Server
12 2 (0.62%) Alfresco
12 2 (0.62%) CMS
12 2 (0.62%) Confluence
12 2 (0.62%) IIS
12 2 (0.62%) Oracle Workflow
Applications
1 6 (1.86%) SPSS
2 3 (0.93%) HipChat
Business Applications
1 2 (0.62%) Dynamics NAV
2 1 (0.31%) Adobe Campaign
2 1 (0.31%) Distributed Ledger
2 1 (0.31%) FastStats PeopleStage
2 1 (0.31%) NetSuite
2 1 (0.31%) Unica
2 1 (0.31%) Workday HCM
Cloud Services
1 78 (24.15%) Amazon AWS
2 51 (15.79%) Microsoft Azure
3 13 (4.02%) SaaS
4 12 (3.72%) PaaS
5 9 (2.79%) Amazon EC2
6 7 (2.17%) GitHub
7 6 (1.86%) AWS CloudFormation
8 5 (1.55%) Amazon Kinesis
8 5 (1.55%) Amazon S3
8 5 (1.55%) Cloud Computing
8 5 (1.55%) CloudFront
8 5 (1.55%) Google Cloud Platform
8 5 (1.55%) IaaS
9 3 (0.93%) AWS CloudTrail
9 3 (0.93%) AWS Lambda
9 3 (0.93%) Azure Active Directory
9 3 (0.93%) Route 53
9 3 (0.93%) Serverless
9 3 (0.93%) Slack
9 3 (0.93%) Virtual Private Cloud
Communications & Networking
1 7 (2.17%) SMTP
2 2 (0.62%) Firewall
3 1 (0.31%) Asterisk PBX
3 1 (0.31%) BIG-IP
3 1 (0.31%) DNS
3 1 (0.31%) Internet
3 1 (0.31%) LAN
3 1 (0.31%) NAS
3 1 (0.31%) Remote Desktop
3 1 (0.31%) Reverse Proxy
3 1 (0.31%) RTP
3 1 (0.31%) SAN
3 1 (0.31%) Software-Defined Networking
3 1 (0.31%) TCP/IP
3 1 (0.31%) VPN
3 1 (0.31%) WAN
Database & Business Intelligence
1 87 (26.93%) NoSQL
2 64 (19.81%) Big Data
3 53 (16.41%) Apache Cassandra
4 50 (15.48%) Hadoop
5 44 (13.62%) MySQL
6 32 (9.91%) PostgreSQL
7 29 (8.98%) HBase
8 25 (7.74%) SQL Server
9 21 (6.50%) Redis
10 20 (6.19%) Couchbase
11 18 (5.57%) Amazon DynamoDB
12 14 (4.33%) Apache Hive
13 13 (4.02%) Relational Database
14 9 (2.79%) Data Mining
15 8 (2.48%) Neo4j
15 8 (2.48%) Power BI
15 8 (2.48%) QlikView
16 6 (1.86%) Amazon Redshift
17 5 (1.55%) RDBMS
17 5 (1.55%) Sqoop
Development Applications
1 34 (10.53%) Git (software)
2 17 (5.26%) Jenkins
3 11 (3.41%) TeamCity
4 10 (3.10%) webpack
5 8 (2.48%) Travis CI
6 7 (2.17%) Babel
7 6 (1.86%) Octopus Deploy
8 4 (1.24%) Gradle
8 4 (1.24%) Grunt
8 4 (1.24%) gulp
8 4 (1.24%) JIRA
8 4 (1.24%) Maven
9 3 (0.93%) Bitbucket
10 2 (0.62%) Jasmine
10 2 (0.62%) Karma Test Runner
10 2 (0.62%) Mocha
10 2 (0.62%) PHPUnit
10 2 (0.62%) Subversion
10 2 (0.62%) Vagrant
10 2 (0.62%) Visual Studio Team System
General
1 113 (34.98%) Finance
2 54 (16.72%) Banking
3 11 (3.41%) Marketing
4 8 (2.48%) Retail
5 6 (1.86%) Games
6 5 (1.55%) Advertising
6 5 (1.55%) Legal
7 4 (1.24%) Front Office
7 4 (1.24%) Investment Banking
7 4 (1.24%) Law
8 3 (0.93%) Automotive
8 3 (0.93%) Publishing
9 2 (0.62%) Financial Institution
10 1 (0.31%) Digital Economy
10 1 (0.31%) Pharmaceutical
10 1 (0.31%) Telecoms
Job Titles
1 208 (64.40%) Developer
2 51 (15.79%) Front End Developer (Client-Side Developer)
2 51 (15.79%) Senior Developer
3 49 (15.17%) JavaScript Developer
4 45 (13.93%) Lead Developer
5 40 (12.38%) HTML CSS Developer
5 40 (12.38%) HTML Developer
6 38 (11.76%) Java Developer
7 36 (11.15%) Full Stack Developer
8 33 (10.22%) Software Engineer
9 31 (9.60%) PHP Developer
10 23 (7.12%) Java Engineer
10 23 (7.12%) Senior Software Engineer
11 22 (6.81%) C# Developer
12 21 (6.50%) Senior PHP Developer
13 20 (6.19%) .NET Developer
13 20 (6.19%) C# .NET Developer
13 20 (6.19%) DevOps Engineer
14 18 (5.57%) Angular Developer
15 16 (4.95%) Data Engineer
Libraries, Frameworks & Software Standards
1 135 (41.80%) Node.js
2 113 (34.98%) HTML
3 105 (32.51%) CSS
4 80 (24.77%) AngularJS
5 66 (20.43%) .NET
6 63 (19.50%) RESTful
7 58 (17.96%) React
8 41 (12.69%) ASP.NET
8 41 (12.69%) HTML5
9 40 (12.38%) Web Services
10 37 (11.46%) ASP.NET MVC
11 32 (9.91%) Angular 2
11 32 (9.91%) Kafka
12 30 (9.29%) RabbitMQ
12 30 (9.29%) REST
13 25 (7.74%) JSON
14 24 (7.43%) SOAP
15 23 (7.12%) Spring
16 19 (5.88%) Ajax
16 19 (5.88%) J2EE
Miscellaneous
1 48 (14.86%) Computer Science
2 23 (7.12%) Fintech
3 18 (5.57%) e-Health
4 16 (4.95%) Analytical Skills
5 13 (4.02%) Algorithms
6 12 (3.72%) Greenfield Project
7 9 (2.79%) User Experience
8 8 (2.48%) Enterprise Software
9 6 (1.86%) Linux Command Line
10 4 (1.24%) Cyberthreat
10 4 (1.24%) Hedge funds
10 4 (1.24%) Management Information System
11 3 (0.93%) Clustering
11 3 (0.93%) Data Structures
11 3 (0.93%) Derivative
11 3 (0.93%) Private Cloud
11 3 (0.93%) Social Media
12 2 (0.62%) Cloud Native
12 2 (0.62%) Data Centre
12 2 (0.62%) Public Cloud
Operating Systems
1 51 (15.79%) Linux
2 9 (2.79%) Windows
3 7 (2.17%) Unix
4 5 (1.55%) CentOS
4 5 (1.55%) Windows Server
5 2 (0.62%) AIX
5 2 (0.62%) CoreOS
5 2 (0.62%) Debian
5 2 (0.62%) Mac OS X
5 2 (0.62%) Red Hat Enterprise Linux
5 2 (0.62%) Ubuntu
6 1 (0.31%) Windows 10
6 1 (0.31%) Windows 7
Processes & Methodologies
1 176 (54.49%) Agile Software Development
2 98 (30.34%) Microservices
3 91 (28.17%) Software Engineering
4 82 (25.39%) TDD
5 73 (22.60%) MVC
6 62 (19.20%) DevOps
7 56 (17.34%) Front End Development
8 47 (14.55%) Scrum
9 44 (13.62%) Machine Learning
10 43 (13.31%) BDD
10 43 (13.31%) E-Commerce
11 39 (12.07%) Continuous Integration
12 30 (9.29%) Analytics
13 28 (8.67%) OO
14 24 (7.43%) ETL
15 21 (6.50%) Cybersecurity
16 19 (5.88%) Configuration Management
16 19 (5.88%) Multithreading
17 18 (5.57%) SDLC
18 17 (5.26%) Business Intelligence
Programming Languages
1 170 (52.63%) JavaScript
2 135 (41.80%) Java
3 89 (27.55%) SQL
4 80 (24.77%) C#
5 77 (23.84%) Python
6 62 (19.20%) PHP
7 36 (11.15%) Scala
8 20 (6.19%) TypeScript
9 18 (5.57%) Groovy
10 16 (4.95%) R
11 15 (4.64%) Perl
12 13 (4.02%) Bash Shell
13 12 (3.72%) C++
13 12 (3.72%) Go
14 11 (3.41%) Kotlin
15 9 (2.79%) Ruby
16 8 (2.48%) ES6
17 6 (1.86%) ES7
17 6 (1.86%) T-SQL
18 5 (1.55%) Shell Script
Qualifications
1 51 (15.79%) Degree
2 45 (13.93%) Computer Science Degree
3 5 (1.55%) Security Cleared
4 3 (0.93%) PhD
5 2 (0.62%) AWS Certification
5 2 (0.62%) DV Cleared
6 1 (0.31%) Master's Degree
6 1 (0.31%) Numerate Degree
6 1 (0.31%) SC Cleared
Quality Assurance & Compliance
1 8 (2.48%) Data Quality
2 3 (0.93%) GDPR
2 3 (0.93%) QA
3 2 (0.62%) MiFID
3 2 (0.62%) Solvency II
4 1 (0.31%) Dodd-Frank
4 1 (0.31%) EMIR
4 1 (0.31%) FATCA
4 1 (0.31%) SLA
System Software
1 99 (30.65%) Docker
2 4 (1.24%) Apache Flume
2 4 (1.24%) HDFS
2 4 (1.24%) Virtual Machines
3 3 (0.93%) Apache ZooKeeper
4 2 (0.62%) VirtualBox
4 2 (0.62%) VMware Infrastructure
4 2 (0.62%) Xen
5 1 (0.31%) Ceph
5 1 (0.31%) iptables
5 1 (0.31%) Kamailio
5 1 (0.31%) Microsoft App-V
Systems Management
1 41 (12.69%) Ansible
2 27 (8.36%) Puppet
3 23 (7.12%) Opscode Chef
4 12 (3.72%) Kubernetes
5 10 (3.10%) Terraform
6 6 (1.86%) Grafana
7 5 (1.55%) Kibana
7 5 (1.55%) logstash
7 5 (1.55%) Nagios
7 5 (1.55%) Salt
8 4 (1.24%) Rancher
8 4 (1.24%) ZABBIX
9 3 (0.93%) Hadoop YARN
10 2 (0.62%) Oozie
10 2 (0.62%) Packer
10 2 (0.62%) Prometheus
10 2 (0.62%) Red Hat Satellite
10 2 (0.62%) Red Hat Spacewalk
11 1 (0.31%) Consul
11 1 (0.31%) Riemann
Vendors
1 16 (4.95%) Microsoft
2 14 (4.33%) Oracle
3 12 (3.72%) Zend
4 10 (3.10%) Google
5 7 (2.17%) Cloudera
5 7 (2.17%) Tableau
6 6 (1.86%) Adthena
6 6 (1.86%) Red Hat
6 6 (1.86%) Splunk
7 5 (1.55%) Hortonworks
7 5 (1.55%) MapR
7 5 (1.55%) Rackspace
8 4 (1.24%) IBM
9 3 (0.93%) Databricks
9 3 (0.93%) VMware
10 2 (0.62%) Adobe
10 2 (0.62%) Apple
10 2 (0.62%) Dynatrace
10 2 (0.62%) MuleSoft
10 2 (0.62%) Salesforce.com