Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies advertised in 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
England > London
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 133 116 127
Rank change year-on-year -17 +11 +15
Permanent jobs citing MongoDB 1,814 1,970 2,130
As % of all permanent IT jobs advertised in London 2.62% 2.82% 2.61%
As % of the Database & Business Intelligence category 8.34% 9.32% 8.59%
Number of salaries quoted 1,349 1,622 1,918
London median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% +4.35%
10th Percentile £42,500 £41,250 £42,500
90th Percentile £95,000 £90,000 £86,250
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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,746 21,142 24,803
As % of all permanent IT jobs advertised in London 31.42% 30.28% 30.40%
Number of salaries quoted 17,280 18,008 21,613
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £37,500 £36,250 £36,250
90th Percentile £92,500 £90,000 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

MongoDB
Job Vacancy Trend in London

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

Job vacancy trend for MongoDB in London

MongoDB
Salary Trend in London

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

Salary trend for MongoDB in London

MongoDB
Salary Histogram in London

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

Salary histogram for MongoDB in London

MongoDB
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the London region over the 6 months to 18 June 2018. 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
Central London -14 323 £62,500 - 81
West London -17 112 £60,000 -7.69% 45
East London +20 34 £61,250 +6.52% 17
South London -17 13 £45,000 -35.71% 6
North London -3 4 £47,500 -5.00% 2
MongoDB
England

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 London region with a requirement for MongoDB.

1 1,026 (56.56%) Agile Software Development
2 794 (43.77%) JavaScript
3 778 (42.89%) NoSQL
4 748 (41.23%) Java
5 687 (37.87%) SQL
6 620 (34.18%) Amazon AWS
7 572 (31.53%) Python
8 551 (30.37%) AngularJS
9 516 (28.45%) Software Engineering
10 515 (28.39%) TDD
11 514 (28.34%) Linux
11 514 (28.34%) Finance
12 475 (26.19%) DevOps
13 470 (25.91%) .NET
14 461 (25.41%) Docker
15 457 (25.19%) Microservices
16 450 (24.81%) Microsoft Azure
17 439 (24.20%) Degree
18 407 (22.44%) HTML
19 402 (22.16%) C#
20 397 (21.89%) MySQL
21 392 (21.61%) Git (software)
22 391 (21.55%) Node.js
23 365 (20.12%) Problem-Solving
24 363 (20.01%) CSS
25 352 (19.40%) Analytics
25 352 (19.40%) React
26 339 (18.69%) Spring
27 333 (18.36%) MVC
28 327 (18.03%) Scrum

MongoDB
Co-occurring IT Skills in 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
1 322 (17.75%) Elasticsearch
2 201 (11.08%) Apache Spark
3 157 (8.65%) CMS
4 115 (6.34%) Apache
5 74 (4.08%) EPiServer
6 65 (3.58%) Tomcat
7 59 (3.25%) OpenStack
8 57 (3.14%) Confluence
9 53 (2.92%) Apache Solr
10 51 (2.81%) Oracle SOA Suite
11 44 (2.43%) Sitecore CMS
12 42 (2.32%) JBoss
13 40 (2.21%) nginx
14 38 (2.09%) Jetty
15 37 (2.04%) Apache Pig
16 36 (1.98%) SAS
17 35 (1.93%) IIS
18 24 (1.32%) WebLogic
19 22 (1.21%) Adobe Experience Manager
20 21 (1.16%) Mule
Applications
1 20 (1.10%) Microsoft Excel
2 10 (0.55%) Photoshop
3 5 (0.28%) GNU Octave
3 5 (0.28%) Stata
4 4 (0.22%) SPSS
4 4 (0.22%) Weka
5 3 (0.17%) Microsoft PowerPoint
6 2 (0.11%) MS Visio
7 1 (0.055%) Chatbot
7 1 (0.055%) Maya
7 1 (0.055%) Mingle
Business Applications
1 37 (2.04%) Eloqua
2 5 (0.28%) Documaker
3 4 (0.22%) Dynamics NAV
3 4 (0.22%) Sentinel
4 3 (0.17%) Dynamics CRM
5 2 (0.11%) Distributed Ledger
5 2 (0.11%) Dynamics AX
5 2 (0.11%) R3 Corda
6 1 (0.055%) Magento
6 1 (0.055%) NetSuite
6 1 (0.055%) Oracle Procure-to-Pay
6 1 (0.055%) Ripple
6 1 (0.055%) SAP Hybris
Cloud Services
1 620 (34.18%) Amazon AWS
2 450 (24.81%) Microsoft Azure
3 130 (7.17%) Google Cloud Platform
4 108 (5.95%) npm
5 99 (5.46%) SaaS
6 62 (3.42%) PaaS
7 53 (2.92%) AWS CloudFormation
8 50 (2.76%) Amazon S3
8 50 (2.76%) Cloud Computing
9 49 (2.70%) GitHub
10 45 (2.48%) Amazon EC2
11 39 (2.15%) Serverless
12 36 (1.98%) IaaS
13 19 (1.05%) Trello
14 16 (0.88%) Loggly
14 16 (0.88%) Sumo Logic
15 13 (0.72%) Virtual Private Cloud
16 11 (0.61%) Cortana Intelligence Suite
16 11 (0.61%) Google Analytics
17 10 (0.55%) Yarn
Communications & Networking
1 83 (4.58%) HTTP
2 70 (3.86%) DNS
3 55 (3.03%) Internet
4 54 (2.98%) TCP/IP
5 21 (1.16%) SMPP
6 18 (0.99%) SMTP
7 14 (0.77%) Firewall
7 14 (0.77%) LAN
8 13 (0.72%) SSH
9 11 (0.61%) FIX Connectivity
9 11 (0.61%) WAN
10 10 (0.55%) SNMP
11 9 (0.50%) SAN
12 8 (0.44%) AMQP
12 8 (0.44%) SMS
12 8 (0.44%) Wireless
13 7 (0.39%) FTP
13 7 (0.39%) IPsec
13 7 (0.39%) OpenVPN
13 7 (0.39%) VPN
Database & Business Intelligence
1 778 (42.89%) NoSQL
2 397 (21.89%) MySQL
3 316 (17.42%) Apache Cassandra
4 315 (17.36%) SQL Server
5 291 (16.04%) Big Data
6 266 (14.66%) Hadoop
7 262 (14.44%) PostgreSQL
8 201 (11.08%) Relational Database
9 174 (9.59%) Redis
10 94 (5.18%) Amazon DynamoDB
11 93 (5.13%) Couchbase
12 88 (4.85%) HBase
13 77 (4.24%) DB2
14 75 (4.13%) Neo4j
15 70 (3.86%) Apache Hive
16 51 (2.81%) RDBMS
17 46 (2.54%) Cosmos DB
18 40 (2.21%) Impala
19 36 (1.98%) CouchDB
20 31 (1.71%) SQL Server Reporting Services
Development Applications
1 392 (21.61%) Git (software)
2 308 (16.98%) Jenkins
3 163 (8.99%) Maven
4 158 (8.71%) JIRA
5 137 (7.55%) TeamCity
6 128 (7.06%) Selenium
7 118 (6.50%) gulp
8 104 (5.73%) Octopus Deploy
9 98 (5.40%) Mocha
9 98 (5.40%) Subversion
9 98 (5.40%) Team Foundation Server
10 89 (4.91%) Visual Studio
11 83 (4.58%) JUnit
12 77 (4.24%) Vagrant
13 75 (4.13%) Protractor
14 70 (3.86%) Karma Test Runner
15 67 (3.69%) Bower
16 63 (3.47%) Sinon.JS
17 62 (3.42%) webpack
18 54 (2.98%) Atlassian Bamboo
General
1 514 (28.34%) Finance
2 273 (15.05%) Banking
3 165 (9.10%) Investment Banking
4 132 (7.28%) Financial Institution
5 107 (5.90%) Retail
6 90 (4.96%) Marketing
7 74 (4.08%) Games
8 69 (3.80%) Advertising
9 47 (2.59%) Retail Banking
10 39 (2.15%) Telecoms
11 38 (2.09%) Front Office
12 18 (0.99%) Law
13 14 (0.77%) Electronics
13 14 (0.77%) Manufacturing
14 12 (0.66%) Back Office
15 11 (0.61%) Publishing
16 10 (0.55%) Military
17 6 (0.33%) Online Betting
18 5 (0.28%) Retail Finance
19 4 (0.22%) Automotive
Job Titles
1 979 (53.97%) Developer
2 265 (14.61%) Java Developer
3 186 (10.25%) .NET Developer
4 179 (9.87%) Senior Developer
5 177 (9.76%) Software Engineer
6 131 (7.22%) Full Stack Developer
7 122 (6.73%) C# Developer
8 93 (5.13%) JavaScript Developer
9 90 (4.96%) DevOps Engineer
10 85 (4.69%) Senior Software Engineer
11 80 (4.41%) Node.js Developer
12 79 (4.36%) Java Engineer
13 77 (4.24%) Data Engineer
14 74 (4.08%) Architect
15 71 (3.91%) SQL Developer
16 70 (3.86%) C# .NET Developer
17 68 (3.75%) Lead Developer
18 67 (3.69%) Software Developer
19 59 (3.25%) Python Developer
20 57 (3.14%) Analyst
Libraries, Frameworks & Software Standards
1 551 (30.37%) AngularJS
2 470 (25.91%) .NET
3 407 (22.44%) HTML
4 391 (21.55%) Node.js
5 363 (20.01%) CSS
6 352 (19.40%) React
7 339 (18.69%) Spring
8 321 (17.70%) RESTful
9 315 (17.36%) REST
10 266 (14.66%) HTML5
11 242 (13.34%) Web Services
12 218 (12.02%) ASP.NET
13 213 (11.74%) jQuery
14 202 (11.14%) Kafka
14 202 (11.14%) RabbitMQ
15 193 (10.64%) CSS3
16 152 (8.38%) Sass
17 143 (7.88%) ASP.NET MVC
18 137 (7.55%) ASP.NET Web API
19 134 (7.39%) Hibernate
Miscellaneous
1 318 (17.53%) Computer Science
2 240 (13.23%) Analytical Skills
3 170 (9.37%) Fintech
4 152 (8.38%) Greenfield Project
5 136 (7.50%) User Experience
6 116 (6.39%) Cyberthreat
7 109 (6.01%) Algorithms
8 80 (4.41%) Self-Motivation
9 67 (3.69%) Enterprise Software
10 66 (3.64%) Data Structures
11 51 (2.81%) Cloud Native
12 50 (2.76%) Hedge funds
13 46 (2.54%) Fixed Income
14 45 (2.48%) Public Cloud
15 43 (2.37%) Management Information System
16 37 (2.04%) Data Centre
17 35 (1.93%) Linux Command Line
18 32 (1.76%) Private Cloud
19 31 (1.71%) Mobile App
20 28 (1.54%) Spread Betting
Operating Systems
1 514 (28.34%) Linux
2 145 (7.99%) Unix
3 142 (7.83%) Windows
4 40 (2.21%) Windows Server
5 36 (1.98%) CentOS
6 29 (1.60%) Red Hat Enterprise Linux
7 25 (1.38%) Debian
8 24 (1.32%) Android
9 17 (0.94%) Apple iOS
10 12 (0.66%) Ubuntu
11 11 (0.61%) VMS
12 8 (0.44%) CoreOS
13 6 (0.33%) Windows 7
13 6 (0.33%) Windows Server 2008
14 5 (0.28%) Solaris
14 5 (0.28%) Windows 8
14 5 (0.28%) Windows Server 2012
15 3 (0.17%) SmartOS
16 1 (0.055%) Mac OS X
16 1 (0.055%) Oracle Linux
Processes & Methodologies
1 1,026 (56.56%) Agile Software Development
2 516 (28.45%) Software Engineering
3 515 (28.39%) TDD
4 475 (26.19%) DevOps
5 457 (25.19%) Microservices
6 365 (20.12%) Problem-Solving
7 352 (19.40%) Analytics
8 333 (18.36%) MVC
9 327 (18.03%) Scrum
10 288 (15.88%) Continuous Integration
11 272 (14.99%) BDD
12 222 (12.24%) OO
13 221 (12.18%) Open Source
14 200 (11.03%) Data Science
15 179 (9.87%) Test Automation
16 171 (9.43%) Machine Learning
17 156 (8.60%) SOA
18 152 (8.38%) E-Commerce
19 148 (8.16%) Low Latency
20 145 (7.99%) Web Development
Programming Languages
1 794 (43.77%) JavaScript
2 748 (41.23%) Java
3 687 (37.87%) SQL
4 572 (31.53%) Python
5 402 (22.16%) C#
6 198 (10.92%) Scala
7 178 (9.81%) Java 8
8 152 (8.38%) PHP
9 140 (7.72%) Ruby
10 133 (7.33%) Bash Shell
11 101 (5.57%) ES6
12 96 (5.29%) C++
13 87 (4.80%) Perl
14 82 (4.52%) TypeScript
15 77 (4.24%) R
16 67 (3.69%) PowerShell
17 60 (3.31%) Go
17 60 (3.31%) Shell Script
18 53 (2.92%) T-SQL
19 41 (2.26%) C
Qualifications
1 439 (24.20%) Degree
2 124 (6.84%) Computer Science Degree
3 47 (2.59%) SAFe Agilist
4 37 (2.04%) Security Cleared
5 27 (1.49%) Numerate Degree
6 25 (1.38%) Master's Degree
7 16 (0.88%) PhD
8 12 (0.66%) DV Cleared
9 11 (0.61%) AWS Certification
10 9 (0.50%) Microsoft Certification
11 8 (0.44%) MCSE
12 6 (0.33%) SC Cleared
13 5 (0.28%) CISSP
14 2 (0.11%) EMC Certification
15 1 (0.055%) MCSA
15 1 (0.055%) MCSD
Quality Assurance & Compliance
1 53 (2.92%) GCP
2 50 (2.76%) QA
3 13 (0.72%) Data Quality
4 9 (0.50%) PCI DSS
5 8 (0.44%) MiFID
5 8 (0.44%) PSD2
6 7 (0.39%) GDPR
6 7 (0.39%) Solvency II
7 5 (0.28%) HIPAA
7 5 (0.28%) ISO/IEC 27001
8 3 (0.17%) EMIR
8 3 (0.17%) SLA
9 2 (0.11%) PMO
10 1 (0.055%) Dodd-Frank
10 1 (0.055%) FATCA
10 1 (0.055%) SEPA
System Software
1 461 (25.41%) Docker
2 47 (2.59%) Apache Flume
3 37 (2.04%) VMware Infrastructure
4 33 (1.82%) HDFS
5 15 (0.83%) VirtualBox
6 13 (0.72%) Active Directory
6 13 (0.72%) KVM
7 11 (0.61%) iptables
8 9 (0.50%) Apache ZooKeeper
8 9 (0.50%) Hyper-V
8 9 (0.50%) QEMU
9 6 (0.33%) LXC
10 5 (0.28%) etcd
10 5 (0.28%) Samba
11 4 (0.22%) Varnish
12 3 (0.17%) Oracle RAC
12 3 (0.17%) Xen
13 2 (0.11%) Corosync
13 2 (0.11%) GridGain
13 2 (0.11%) vCloud
Systems Management
1 219 (12.07%) Ansible
2 171 (9.43%) Kubernetes
3 163 (8.99%) Puppet
4 131 (7.22%) Opscode Chef
5 106 (5.84%) Terraform
6 57 (3.14%) Nagios
7 53 (2.92%) Kibana
8 31 (1.71%) ZABBIX
9 20 (1.10%) Mesos
9 20 (1.10%) Prometheus
10 17 (0.94%) Oozie
11 16 (0.88%) Salt
12 13 (0.72%) logstash
12 13 (0.72%) Rancher
13 10 (0.55%) CFEngine
14 9 (0.50%) Cobbler
14 9 (0.50%) Docker Swarm
14 9 (0.50%) Grafana
15 7 (0.39%) Consul
15 7 (0.39%) Packer
Vendors
1 212 (11.69%) Oracle
2 150 (8.27%) Google
3 133 (7.33%) Microsoft
4 82 (4.52%) Sybase
5 70 (3.86%) Splunk
6 63 (3.47%) Cloudera
7 59 (3.25%) Sitecore
8 46 (2.54%) VMware
9 44 (2.43%) New Relic
10 39 (2.15%) Tableau
11 37 (2.04%) Marketo
12 33 (1.82%) Red Hat
13 30 (1.65%) IBM
14 29 (1.60%) Salesforce.com
15 27 (1.49%) Atlassian
15 27 (1.49%) Zend
16 25 (1.38%) AppDynamics
17 23 (1.27%) Alias
17 23 (1.27%) Hortonworks
18 22 (1.21%) Rackspace