Period
to 21 February 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for MongoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MongoDB over the 6 months to 21 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

MongoDB
Central London > City of London
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 117 99 89
Rank change year-on-year -18 -10 +71
Contract jobs citing MongoDB 147 146 156
As % of all contract IT jobs advertised in the City of London 2.07% 2.37% 2.35%
As % of the Database & Business Intelligence category 8.51% 8.49% 8.97%
Number of daily rates quoted 135 132 132
City of London median daily rate £550 £513 £500
Median daily rate % change year-on-year +7.32% +2.50% +5.26%
10th Percentile £403 £375 £363
90th Percentile £638 £649 £611
Central London median daily rate £525 £519 £500
% change year-on-year +1.20% +3.75% +5.26%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract 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
Contract vacancies with a requirement for database or business intelligence skills 1,728 1,720 1,740
As % of all contract IT jobs advertised in the City of London 24.34% 27.89% 26.23%
Number of daily rates quoted 1,473 1,383 1,416
City of London median daily rate £525 £475 £475
Median daily rate % change year-on-year +10.53% - +11.76%
10th Percentile £363 £325 £313
90th Percentile £688 £662 £638
Central London median daily rate £513 £475 £475
% change year-on-year +7.89% - +11.76%
Number of hourly rates quoted 7 2 4
City of London median hourly rate £27.50 £33.67 £46.25
Median hourly rate % change year-on-year -18.32% -27.21% +40.15%
10th Percentile £19.37 £23.75 £24.35
90th Percentile £48.76 £45.05 £60.00
Central London median hourly rate £27.50 £33.67 £29.74
% change year-on-year -18.32% +13.22% +9.67%

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
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing MongoDB in the City of London.

Contractor daily rate trend for MongoDB in the City of London

MongoDB
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing MongoDB in the City of London over the 6 months to 21 February 2018.

Contractor daily rate histogram for MongoDB in the City of London

For the 6 months to 21 February 2018, IT contractor 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 contract job ads across the City of London region with a requirement for MongoDB.

1 111 (75.51%) Agile Software Development
2 85 (57.82%) Java
3 72 (48.98%) JavaScript
4 67 (45.58%) TDD
5 66 (44.90%) Amazon AWS
6 59 (40.14%) BDD
7 56 (38.10%) NoSQL
8 53 (36.05%) Git (software)
9 51 (34.69%) Microservices
10 44 (29.93%) HTML
11 43 (29.25%) HTML5
12 42 (28.57%) Software Engineering
13 41 (27.89%) Linux
13 41 (27.89%) PostgreSQL
13 41 (27.89%) AngularJS
14 39 (26.53%) Big Data
14 39 (26.53%) CSS
15 37 (25.17%) Jenkins
16 36 (24.49%) Finance
17 35 (23.81%) Spring
17 35 (23.81%) REST
17 35 (23.81%) Docker
18 34 (23.13%) Apache Spark
18 34 (23.13%) Kafka
18 34 (23.13%) Continuous Integration
18 34 (23.13%) Scrum
18 34 (23.13%) SQL
19 33 (22.45%) MySQL
20 32 (21.77%) Python
21 31 (21.09%) Scala

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 34 (23.13%) Apache Spark
2 19 (12.93%) Elasticsearch
3 8 (5.44%) Apache Pig
3 8 (5.44%) nginx
4 7 (4.76%) Apache
5 5 (3.40%) NServiceBus
6 4 (2.72%) Confluence
6 4 (2.72%) Tomcat
7 3 (2.04%) JBoss
7 3 (2.04%) OpenStack
7 3 (2.04%) Oracle Coherence
8 2 (1.36%) Apache Solr
8 2 (1.36%) SAS
9 1 (0.68%) Anypoint
9 1 (0.68%) Cloud Foundry
9 1 (0.68%) Jetty
9 1 (0.68%) SharePoint
Cloud Services
1 66 (44.90%) Amazon AWS
2 25 (17.01%) Microsoft Azure
3 19 (12.93%) Heroku
4 5 (3.40%) Amazon SQS
4 5 (3.40%) Google Play
4 5 (3.40%) PaaS
5 4 (2.72%) GitHub
5 4 (2.72%) SaaS
6 3 (2.04%) AWS CloudFormation
6 3 (2.04%) Google Cloud Platform
6 3 (2.04%) npm
6 3 (2.04%) Serverless
7 2 (1.36%) Amazon EC2
7 2 (1.36%) Amazon Kinesis
7 2 (1.36%) Amazon S3
7 2 (1.36%) AWS Elastic Beanstalk
7 2 (1.36%) Cloud Computing
7 2 (1.36%) CloudFront
7 2 (1.36%) Route 53
7 2 (1.36%) Slack
Communications & Networking
1 22 (14.97%) SSL
1 22 (14.97%) TCP/IP
2 21 (14.29%) HTTP
3 18 (12.24%) DNS
4 16 (10.88%) FTP
5 5 (3.40%) Firewall
6 4 (2.72%) Kerberos
7 3 (2.04%) Internet
8 2 (1.36%) Ethernet
8 2 (1.36%) Unified Communications
8 2 (1.36%) VPLS
9 1 (0.68%) HTTPS
Database & Business Intelligence
1 56 (38.10%) NoSQL
2 41 (27.89%) PostgreSQL
3 39 (26.53%) Big Data
4 33 (22.45%) MySQL
5 31 (21.09%) Apache Cassandra
6 27 (18.37%) Hadoop
7 21 (14.29%) Apache Hive
8 16 (10.88%) Relational Database
9 14 (9.52%) Amazon DynamoDB
10 13 (8.84%) SQL Server
11 12 (8.16%) Data Warehouse
11 12 (8.16%) HBase
11 12 (8.16%) Redis
12 9 (6.12%) Sqoop
13 6 (4.08%) Neo4j
13 6 (4.08%) RavenDB
14 5 (3.40%) CouchDB
14 5 (3.40%) JanusGraph
14 5 (3.40%) RDBMS
15 4 (2.72%) Impala
Development Applications
1 53 (36.05%) Git (software)
2 37 (25.17%) Jenkins
3 24 (16.33%) gulp
4 22 (14.97%) Gradle
5 18 (12.24%) TeamCity
6 17 (11.56%) Spock
7 16 (10.88%) Gatling
7 16 (10.88%) Geb
7 16 (10.88%) GitLab
8 11 (7.48%) Cucumber
8 11 (7.48%) JIRA
9 9 (6.12%) Maven
10 8 (5.44%) Grunt
10 8 (5.44%) IntelliJ
10 8 (5.44%) SonarQube
11 7 (4.76%) JUnit
12 5 (3.40%) Octopus Deploy
13 4 (2.72%) CircleCI
13 4 (2.72%) Subversion
14 3 (2.04%) Selenium
General
1 36 (24.49%) Finance
2 28 (19.05%) Banking
3 11 (7.48%) Investment Banking
4 6 (4.08%) Retail
5 5 (3.40%) Front Office
5 5 (3.40%) Publishing
6 4 (2.72%) Financial Institution
7 3 (2.04%) Games
7 3 (2.04%) Marketing
7 3 (2.04%) Telecoms
8 1 (0.68%) Digital Economy
8 1 (0.68%) Electronics
8 1 (0.68%) Manufacturing
Job Titles
1 89 (60.54%) Developer
2 46 (31.29%) Java Developer
3 18 (12.24%) Agile Developer
4 16 (10.88%) Agile Java Developer
5 13 (8.84%) Data Engineer
6 10 (6.80%) .NET Developer
6 10 (6.80%) Python Developer
6 10 (6.80%) Senior Developer
6 10 (6.80%) Software Engineer
7 9 (6.12%) Full Stack Developer
7 9 (6.12%) Java Engineer
8 8 (5.44%) DevOps Engineer
9 7 (4.76%) Senior Java Developer
10 6 (4.08%) Big Data Engineer
11 5 (3.40%) AWS DevOps
11 5 (3.40%) C# Developer
12 4 (2.72%) Administrator
12 4 (2.72%) Cassandra Developer
12 4 (2.72%) Salesforce Developer
12 4 (2.72%) Senior DevOps
Libraries, Frameworks & Software Standards
1 44 (29.93%) HTML
2 43 (29.25%) HTML5
3 41 (27.89%) AngularJS
4 39 (26.53%) CSS
5 35 (23.81%) REST
5 35 (23.81%) Spring
6 34 (23.13%) Kafka
7 30 (20.41%) React
7 30 (20.41%) Web Services
8 25 (17.01%) Dropwizard
8 25 (17.01%) Spring Boot
9 23 (15.65%) SOAP
10 19 (12.93%) RESTful
11 18 (12.24%) Node.js
11 18 (12.24%) Redux
12 17 (11.56%) Ember.js
13 16 (10.88%) .NET
13 16 (10.88%) Guice
13 16 (10.88%) OAuth2
13 16 (10.88%) Ratpack
Miscellaneous
1 10 (6.80%) Greenfield Project
2 9 (6.12%) Analytical Skills
2 9 (6.12%) Computer Science
3 8 (5.44%) Mobile App
4 7 (4.76%) Credit Risk
5 5 (3.40%) Fintech
5 5 (3.40%) Market Risk
6 4 (2.72%) Enterprise Software
6 4 (2.72%) Hedge funds
7 3 (2.04%) Data Centre
7 3 (2.04%) Derivative
7 3 (2.04%) Grid Computing
7 3 (2.04%) Interest Rate Derivative
7 3 (2.04%) Private Cloud
7 3 (2.04%) Replication
7 3 (2.04%) User Experience
8 2 (1.36%) Foreign Exchange (FX)
8 2 (1.36%) iPad
8 2 (1.36%) Reference Data
8 2 (1.36%) Virtual Team
Operating Systems
1 41 (27.89%) Linux
2 8 (5.44%) Red Hat Enterprise Linux
2 8 (5.44%) Windows
3 7 (4.76%) Android
3 7 (4.76%) Apple iOS
3 7 (4.76%) Unix
4 5 (3.40%) Ubuntu
5 1 (0.68%) CentOS
5 1 (0.68%) Debian
5 1 (0.68%) Fedora
5 1 (0.68%) Mac OS
5 1 (0.68%) Windows Server
5 1 (0.68%) Windows Server 2008
Processes & Methodologies
1 111 (75.51%) Agile Software Development
2 67 (45.58%) TDD
3 59 (40.14%) BDD
4 51 (34.69%) Microservices
5 42 (28.57%) Software Engineering
6 34 (23.13%) Continuous Integration
6 34 (23.13%) Scrum
7 31 (21.09%) DevOps
8 29 (19.73%) Domain-Driven Design
9 23 (15.65%) Digital Transformation Programme
10 21 (14.29%) E-Commerce
11 19 (12.93%) MapReduce
12 18 (12.24%) SOA
12 18 (12.24%) Test Automation
13 17 (11.56%) OWASP
14 15 (10.20%) MVC
14 15 (10.20%) Refactoring
15 14 (9.52%) ETL
15 14 (9.52%) Pair Programming
16 13 (8.84%) Kanban
Programming Languages
1 85 (57.82%) Java
2 72 (48.98%) JavaScript
3 34 (23.13%) SQL
4 32 (21.77%) Python
5 31 (21.09%) Scala
6 25 (17.01%) ES6
7 23 (15.65%) Groovy
8 19 (12.93%) C#
8 19 (12.93%) TypeScript
9 9 (6.12%) Bash Shell
9 9 (6.12%) Ruby
10 7 (4.76%) Shell Script
11 6 (4.08%) GraphQL
11 6 (4.08%) Objective-C
12 5 (3.40%) Go
12 5 (3.40%) PHP
13 4 (2.72%) Clojure
13 4 (2.72%) T-SQL
14 3 (2.04%) Kotlin
14 3 (2.04%) R
Qualifications
1 8 (5.44%) Degree
2 7 (4.76%) Computer Science Degree
3 4 (2.72%) Security Cleared
4 3 (2.04%) SC Cleared
5 2 (1.36%) Master's Degree
6 1 (0.68%) CHECK Team Member
6 1 (0.68%) MCSD
6 1 (0.68%) Microsoft Certification
6 1 (0.68%) Numerate Degree
Quality Assurance & Compliance
1 10 (6.80%) QA
2 1 (0.68%) GCP
System Software
1 35 (23.81%) Docker
2 11 (7.48%) HDFS
3 10 (6.80%) Apache Flume
4 4 (2.72%) vCloud
5 3 (2.04%) Apache ZooKeeper
6 1 (0.68%) PowerDNS
6 1 (0.68%) Virtual Machines
Systems Management
1 16 (10.88%) Docker Swarm
2 15 (10.20%) Ansible
3 10 (6.80%) Puppet
4 8 (5.44%) Terraform
5 7 (4.76%) Opscode Chef
6 6 (4.08%) Oozie
7 5 (3.40%) Hadoop YARN
8 4 (2.72%) Grafana
8 4 (2.72%) Kubernetes
8 4 (2.72%) Salt
9 3 (2.04%) Kibana
9 3 (2.04%) logstash
9 3 (2.04%) Mesos
10 2 (1.36%) HAProxy
10 2 (1.36%) ITRS Geneos
10 2 (1.36%) Rundeck
11 1 (0.68%) BMC PATROL
Vendors
1 14 (9.52%) Microsoft
1 14 (9.52%) Oracle
2 9 (6.12%) Cloudera
3 8 (5.44%) Google
3 8 (5.44%) New Relic
3 8 (5.44%) Salesforce.com
3 8 (5.44%) SaltStack
4 7 (4.76%) Hortonworks
4 7 (4.76%) Splunk
4 7 (4.76%) Tableau
5 5 (3.40%) Apple
5 5 (3.40%) MapR
6 4 (2.72%) SAP
6 4 (2.72%) Vertica
6 4 (2.72%) VMware
7 3 (2.04%) Solace
7 3 (2.04%) Talend
8 2 (1.36%) MuleSoft
8 2 (1.36%) ServiceNow
8 2 (1.36%) Sybase