Period
to 22 April 2018

The following table provides summary statistics for contract job vacancies advertised in 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 22 April 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
England > London
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 117 127 92
Rank change year-on-year +10 -35 +58
Contract jobs citing MongoDB 1,109 828 1,175
As % of all contract IT jobs advertised in London 2.40% 2.06% 2.65%
As % of the Database & Business Intelligence category 9.80% 8.37% 11.03%
Number of daily rates quoted 862 622 952
London median daily rate £540 £525 £500
Median daily rate % change year-on-year +2.86% +5.00% +5.26%
10th Percentile £410 £401 £369
90th Percentile £675 £638 £638
England median daily rate £515 £488 £500
% change year-on-year +5.64% -2.50% +11.11%
Number of hourly rates quoted 2 1 3
London median hourly rate £28.25 £35.00 £50.00
Median hourly rate % change year-on-year -19.29% -30.00% -
10th Percentile £19.93 £35.00 £47.50
90th Percentile £33.98 £35.00 £52.50
England median hourly rate £37.50 £35.00 £44.00
% change year-on-year +7.14% -20.45% +10.00%

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 11,314 9,892 10,657
As % of all contract IT jobs advertised in London 24.50% 24.66% 24.07%
Number of daily rates quoted 8,541 7,118 7,696
London median daily rate £513 £485 £475
Median daily rate % change year-on-year +5.67% +2.11% +6.74%
10th Percentile £356 £325 £313
90th Percentile £663 £650 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 86 40 69
London median hourly rate £29.25 £34.50 £26.00
Median hourly rate % change year-on-year -15.22% +32.69% -13.33%
10th Percentile £19.25 £16.53 £16.13
90th Percentile £44.78 £47.63 £67.80
England median hourly rate £32.50 £29.00 £25.72
% change year-on-year +12.07% +12.75% -14.27%

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
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for MongoDB in London

MongoDB
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing MongoDB in London over the 6 months to 22 April 2018.

Contractor daily rate histogram for MongoDB in London

MongoDB
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing MongoDB in London.

Contractor hourly rate trend for MongoDB in London

MongoDB
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing MongoDB in London over the 6 months to 22 April 2018.

Contractor hourly rate histogram for MongoDB in London

MongoDB
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the London region over the 6 months to 22 April 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +18 253 £525 +1.20% 85
West London +5 49 £525 +1.94% 50
South London -17 39 £550 +10.00% 5
East London -4 16 £563 - 11
North London -1 1 - - 1
MongoDB
England

For the 6 months to 22 April 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 London region with a requirement for MongoDB.

1 632 (56.99%) Agile Software Development
2 529 (47.70%) Java
3 477 (43.01%) NoSQL
4 388 (34.99%) Linux
5 369 (33.27%) DevOps
6 363 (32.73%) Git (software)
7 350 (31.56%) Docker
8 347 (31.29%) Amazon AWS
9 337 (30.39%) Jenkins
9 337 (30.39%) TDD
10 328 (29.58%) Microservices
11 327 (29.49%) MySQL
12 326 (29.40%) Python
13 294 (26.51%) JavaScript
14 277 (24.98%) SQL
15 274 (24.71%) Spring
16 254 (22.90%) PostgreSQL
17 247 (22.27%) BDD
18 224 (20.20%) HTML
19 218 (19.66%) Scala
19 218 (19.66%) AngularJS
20 217 (19.57%) Finance
21 214 (19.30%) Hadoop
22 207 (18.67%) Continuous Integration
23 201 (18.12%) Puppet
24 196 (17.67%) Apache Cassandra
25 191 (17.22%) Java 8
26 184 (16.59%) Ansible
27 176 (15.87%) Scrum
28 175 (15.78%) Open Source

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
1 166 (14.97%) Elasticsearch
2 155 (13.98%) Apache Spark
3 104 (9.38%) Apache
4 100 (9.02%) nginx
5 76 (6.85%) Tomcat
6 62 (5.59%) Apache Pig
7 58 (5.23%) JBoss
8 42 (3.79%) Confluence
9 32 (2.89%) CMS
10 30 (2.71%) NServiceBus
11 29 (2.61%) Jetty
12 23 (2.07%) Apache Solr
12 23 (2.07%) MQSeries
12 23 (2.07%) Mule
13 21 (1.89%) Mule ESB
14 19 (1.71%) OpenStack
15 17 (1.53%) Jupyter
15 17 (1.53%) WebLogic
16 16 (1.44%) SharePoint
16 16 (1.44%) Sitecore CMS
Applications
1 18 (1.62%) Microsoft Excel
2 2 (0.18%) SPSS
3 1 (0.090%) Chatbot
3 1 (0.090%) Gephi
Business Applications
1 7 (0.63%) ION MarketView
1 7 (0.63%) SAP Oil and Gas
2 3 (0.27%) Magento
3 1 (0.090%) Distributed Ledger
3 1 (0.090%) Salesforce.com CRM
Cloud Services
1 347 (31.29%) Amazon AWS
2 151 (13.62%) Microsoft Azure
3 47 (4.24%) Cloud Computing
4 42 (3.79%) Amazon EC2
5 39 (3.52%) GitHub
6 36 (3.25%) Amazon S3
7 31 (2.80%) Heroku
7 31 (2.80%) PaaS
8 22 (1.98%) AWS CloudFormation
8 22 (1.98%) SaaS
9 17 (1.53%) Amazon SQS
9 17 (1.53%) Google Cloud Platform
10 13 (1.17%) Slack
11 11 (0.99%) Google Analytics
12 10 (0.90%) Serverless
13 9 (0.81%) Amazon CloudWatch
13 9 (0.81%) Google Play
13 9 (0.81%) IaaS
14 7 (0.63%) Amazon ELB
14 7 (0.63%) AWS Lambda
Communications & Networking
1 143 (12.89%) TCP/IP
2 142 (12.80%) HTTP
3 128 (11.54%) DNS
3 128 (11.54%) SSL
4 72 (6.49%) Firewall
5 58 (5.23%) FTP
6 53 (4.78%) Internet
7 28 (2.52%) DHCP
7 28 (2.52%) IPsec
8 16 (1.44%) Kerberos
9 11 (0.99%) SMS
10 8 (0.72%) VPN
11 5 (0.45%) ICMP
12 4 (0.36%) Intranet
12 4 (0.36%) Reverse Proxy
12 4 (0.36%) SMTP
12 4 (0.36%) SSH
13 3 (0.27%) Broadband
13 3 (0.27%) IMAP
13 3 (0.27%) Network Security
Database & Business Intelligence
1 477 (43.01%) NoSQL
2 327 (29.49%) MySQL
3 254 (22.90%) PostgreSQL
4 214 (19.30%) Hadoop
5 196 (17.67%) Apache Cassandra
6 163 (14.70%) Big Data
7 140 (12.62%) Relational Database
8 136 (12.26%) Redis
9 134 (12.08%) SQL Server
10 101 (9.11%) HBase
11 96 (8.66%) Apache Hive
12 60 (5.41%) Neo4j
13 48 (4.33%) Data Warehouse
14 47 (4.24%) RDBMS
15 39 (3.52%) Data Lake
16 35 (3.16%) Amazon DynamoDB
17 32 (2.89%) Couchbase
18 25 (2.25%) RavenDB
19 23 (2.07%) Impala
20 22 (1.98%) CouchDB
Development Applications
1 363 (32.73%) Git (software)
2 337 (30.39%) Jenkins
3 110 (9.92%) Maven
4 99 (8.93%) Cucumber
5 89 (8.03%) Subversion
6 73 (6.58%) Mockito
7 71 (6.40%) Artifactory
8 70 (6.31%) JIRA
9 61 (5.50%) JUnit
10 49 (4.42%) TeamCity
11 46 (4.15%) Gradle
12 42 (3.79%) Vagrant
13 37 (3.34%) GitLab
14 33 (2.98%) Sonatype Nexus
15 30 (2.71%) IntelliJ
15 30 (2.71%) Travis CI
16 28 (2.52%) Gatling
16 28 (2.52%) Selenium
17 27 (2.43%) gulp
18 25 (2.25%) Octopus Deploy
General
1 217 (19.57%) Finance
2 108 (9.74%) Banking
3 76 (6.85%) Games
4 34 (3.07%) Marketing
5 33 (2.98%) Investment Banking
6 32 (2.89%) Front Office
6 32 (2.89%) Retail
7 15 (1.35%) Publishing
8 12 (1.08%) Telecoms
9 8 (0.72%) Manufacturing
10 7 (0.63%) Electronics
10 7 (0.63%) Financial Institution
11 6 (0.54%) Back Office
11 6 (0.54%) French Language
12 5 (0.45%) Advertising
13 4 (0.36%) Retail Banking
14 3 (0.27%) Italian Language
14 3 (0.27%) Spanish Language
15 2 (0.18%) Japanese Language
15 2 (0.18%) Russian Language
Job Titles
1 616 (55.55%) Developer
2 311 (28.04%) Java Developer
3 178 (16.05%) DevOps Engineer
4 124 (11.18%) Senior Developer
5 78 (7.03%) Senior Java Developer
6 73 (6.58%) Data Engineer
7 68 (6.13%) Architect
8 66 (5.95%) Full Stack Developer
9 58 (5.23%) C# Developer
10 55 (4.96%) Linux/Unix DevOps
11 53 (4.78%) AWS Engineer
12 52 (4.69%) Linux Engineer
12 52 (4.69%) Node.js Developer
13 48 (4.33%) .NET Developer
13 48 (4.33%) Linux DevOps Engineer
14 47 (4.24%) JavaScript Developer
15 44 (3.97%) AWS DevOps
16 42 (3.79%) Senior DevOps
17 38 (3.43%) AWS DevOps Engineer
18 37 (3.34%) Agile Developer
Libraries, Frameworks & Software Standards
1 274 (24.71%) Spring
2 224 (20.20%) HTML
3 218 (19.66%) AngularJS
4 173 (15.60%) RESTful
5 172 (15.51%) Node.js
6 168 (15.15%) REST
7 167 (15.06%) Kafka
8 166 (14.97%) React
9 163 (14.70%) CSS
10 140 (12.62%) Web Services
11 132 (11.90%) Hibernate
12 129 (11.63%) HTML5
13 121 (10.91%) RabbitMQ
14 117 (10.55%) Elastic Stack
15 116 (10.46%) Spring Boot
16 114 (10.28%) .NET
17 104 (9.38%) ActiveMQ
18 88 (7.94%) SOAP
19 74 (6.67%) LEMP Stack
20 73 (6.58%) Dropwizard
Miscellaneous
1 124 (11.18%) Greenfield Project
2 65 (5.86%) Fintech
3 52 (4.69%) Computer Science
4 48 (4.33%) Analytical Skills
5 43 (3.88%) Algorithms
6 39 (3.52%) Mobile App
7 35 (3.16%) Clustering
8 33 (2.98%) Linux Command Line
9 30 (2.71%) Data Structures
10 24 (2.16%) Enterprise Software
11 23 (2.07%) Device Driver
12 22 (1.98%) Data Centre
13 21 (1.89%) Fixed Income
14 18 (1.62%) Replication
15 16 (1.44%) Credit Risk
15 16 (1.44%) User Experience
16 15 (1.35%) PKI
17 14 (1.26%) Hedge funds
17 14 (1.26%) Market Risk
17 14 (1.26%) Virtual Team
Operating Systems
1 388 (34.99%) Linux
2 135 (12.17%) Unix
3 53 (4.78%) Ubuntu
4 51 (4.60%) Mac OS X
5 47 (4.24%) Windows
6 44 (3.97%) CentOS
7 32 (2.89%) Red Hat Enterprise Linux
8 21 (1.89%) Apple iOS
9 16 (1.44%) Android
10 14 (1.26%) Windows Server
11 10 (0.90%) Windows Server 2008
12 6 (0.54%) SmartOS
13 5 (0.45%) Debian
14 3 (0.27%) CoreOS
14 3 (0.27%) Fedora
15 2 (0.18%) Mac OS
15 2 (0.18%) Windows 2000
15 2 (0.18%) Windows Vista
16 1 (0.090%) Solaris
16 1 (0.090%) VMS
Processes & Methodologies
1 632 (56.99%) Agile Software Development
2 369 (33.27%) DevOps
3 337 (30.39%) TDD
4 328 (29.58%) Microservices
5 247 (22.27%) BDD
6 207 (18.67%) Continuous Integration
7 176 (15.87%) Scrum
8 175 (15.78%) Open Source
9 163 (14.70%) Test Automation
10 153 (13.80%) Configuration Management
11 150 (13.53%) Software Engineering
12 99 (8.93%) Analytics
13 96 (8.66%) Machine Learning
14 95 (8.57%) OO
15 88 (7.94%) MVC
16 81 (7.30%) Domain-Driven Design
17 79 (7.12%) E-Commerce
17 79 (7.12%) Kanban
18 78 (7.03%) Problem-Solving
19 66 (5.95%) Load Balancing
Programming Languages
1 529 (47.70%) Java
2 326 (29.40%) Python
3 294 (26.51%) JavaScript
4 277 (24.98%) SQL
5 218 (19.66%) Scala
6 191 (17.22%) Java 8
7 173 (15.60%) Bash Shell
8 141 (12.71%) Ruby
9 131 (11.81%) C#
10 67 (6.04%) ES6
11 61 (5.50%) Groovy
12 55 (4.96%) Perl
13 54 (4.87%) TypeScript
14 49 (4.42%) Go
15 42 (3.79%) R
16 41 (3.70%) PHP
17 39 (3.52%) Shell Script
18 25 (2.25%) Java 9
19 24 (2.16%) C++
20 22 (1.98%) PL/SQL
Qualifications
1 116 (10.46%) Security Cleared
2 94 (8.48%) SC Cleared
3 66 (5.95%) Degree
4 40 (3.61%) Computer Science Degree
5 18 (1.62%) Master's Degree
6 16 (1.44%) Numerate Degree
7 12 (1.08%) DBS Check
8 9 (0.81%) BPSS Clearance
8 9 (0.81%) DV Cleared
9 2 (0.18%) AWS Certification
9 2 (0.18%) PRINCE2 Certification
10 1 (0.090%) ACCA
10 1 (0.090%) CTC Cleared
10 1 (0.090%) MCSD
10 1 (0.090%) Microsoft Certification
Quality Assurance & Compliance
1 48 (4.33%) QA
2 14 (1.26%) GDPR
3 13 (1.17%) Data Quality
4 4 (0.36%) Disclosure Scotland
5 2 (0.18%) PSD2
6 1 (0.090%) GCP
6 1 (0.090%) MiFID
6 1 (0.090%) PCI DSS
6 1 (0.090%) SLA
System Software
1 350 (31.56%) Docker
2 44 (3.97%) Apache Flume
2 44 (3.97%) HDFS
3 36 (3.25%) Virtual Machines
4 25 (2.25%) VMware Infrastructure
5 17 (1.53%) Apache ZooKeeper
6 12 (1.08%) etcd
6 12 (1.08%) vCloud
7 9 (0.81%) Active Directory
8 6 (0.54%) flannel
8 6 (0.54%) Varnish
9 5 (0.45%) Hyper-V
10 3 (0.27%) KVM
10 3 (0.27%) NFS
10 3 (0.27%) VirtualBox
11 2 (0.18%) LXC
11 2 (0.18%) OpenDJ
11 2 (0.18%) OpenIDM
12 1 (0.090%) PowerDNS
12 1 (0.090%) VMware ESXi
Systems Management
1 201 (18.12%) Puppet
2 184 (16.59%) Ansible
3 144 (12.98%) Kubernetes
4 109 (9.83%) Opscode Chef
5 94 (8.48%) Terraform
6 89 (8.03%) Grafana
7 67 (6.04%) logstash
8 62 (5.59%) Kibana
9 50 (4.51%) HAProxy
10 39 (3.52%) Prometheus
11 37 (3.34%) Nagios
12 33 (2.98%) Salt
13 30 (2.71%) Icinga
14 27 (2.43%) Docker Swarm
15 24 (2.16%) Oozie
16 22 (1.98%) Cobbler
17 20 (1.80%) Galera Cluster
18 19 (1.71%) Mesos
19 18 (1.62%) Hadoop YARN
20 12 (1.08%) OpenSSO
Vendors
1 98 (8.84%) Microsoft
2 96 (8.66%) Oracle
3 59 (5.32%) Splunk
4 47 (4.24%) Red Hat
5 44 (3.97%) Google
6 38 (3.43%) Cloudera
7 37 (3.34%) VMware
8 34 (3.07%) SaltStack
9 33 (2.98%) AppDynamics
10 30 (2.71%) MapR
11 27 (2.43%) SAP
12 25 (2.25%) Alteryx
12 25 (2.25%) IBM
13 24 (2.16%) Hortonworks
14 19 (1.71%) Sitecore
14 19 (1.71%) Tableau
15 18 (1.62%) New Relic
16 16 (1.44%) Salesforce.com
17 14 (1.26%) Talend
18 13 (1.17%) Adobe