Period
to 22 July 2018

The following table provides summary statistics for contract job vacancies 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 July 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
UK
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 135 116 134
Rank change year-on-year -19 +18 +53
Contract jobs citing MongoDB 2,048 1,998 2,086
As % of all contract IT jobs advertised in the UK 1.98% 2.08% 1.90%
As % of the Database & Business Intelligence category 8.73% 9.28% 8.59%
Number of daily rates quoted 1,475 1,457 1,563
UK median daily rate £525 £475 £475
Median daily rate % change year-on-year +10.53% - +5.56%
10th Percentile £370 £350 £325
90th Percentile £663 £625 £625
UK excluding London median daily rate £463 £450 £438
% change year-on-year +2.78% +2.86% +6.06%
Number of hourly rates quoted 4 4 3
UK median hourly rate £36.25 £47.50 £38.00
Median hourly rate % change year-on-year -23.68% +25.00% -15.56%
UK excluding London median hourly rate £36.25 £50.00 £38.00
% change year-on-year -27.50% +31.58% -15.56%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 23,455 21,539 24,282
As % of all contract IT jobs advertised in the UK 22.70% 22.45% 22.06%
Number of daily rates quoted 16,368 14,311 16,259
UK median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +6.25%
10th Percentile £313 £300 £280
90th Percentile £638 £619 £600
UK excluding London median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% +3.45%
Number of hourly rates quoted 245 269 377
UK median hourly rate £32.50 £31.00 £28.50
Median hourly rate % change year-on-year +4.84% +8.77% +14.00%
10th Percentile £14.11 £11.17 £11.25
90th Percentile £55.00 £52.50 £51.00
UK excluding London median hourly rate £33.75 £32.25 £30.10
% change year-on-year +4.65% +7.13% +20.41%

MongoDB
Job Vacancy Trend

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

Job vacancy trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Trend

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

Contractor daily rate trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Histogram

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

Contractor daily rate histogram for MongoDB in the UK

MongoDB
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for MongoDB in the UK

MongoDB
Contractor Hourly Rate Histogram

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

Contractor hourly rate histogram for MongoDB in the UK

MongoDB
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the UK over the 6 months to 22 July 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
England -17 1,882 £525 +10.53% 565
London -2 1,140 £550 +4.76% 257
UK excluding London -19 889 £463 +2.78% 344
South East -6 323 £500 +11.11% 83
North of England -40 225 £450 +5.88% 104
Scotland +45 118 £400 - 22
Midlands -52 111 £475 +2.98% 56
Yorkshire -26 109 £434 +2.06% 32
North West -43 93 £450 - 59
East of England +5 62 £450 - 43
West Midlands -70 62 £425 -10.53% 30
East Midlands -2 49 £500 +33.27% 25
North East -5 24 £475 - 13
South West -31 24 £418 +11.33% 22
Northern Ireland +20 18 £325 -35.00% 10
Wales -31 11 £475 +11.76% 4

For the 6 months to 22 July 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 with a requirement for MongoDB.

1 1,099 (53.66%) Agile Software Development
2 989 (48.29%) Java
3 792 (38.67%) NoSQL
4 669 (32.67%) JavaScript
5 628 (30.66%) Microservices
6 627 (30.62%) Git (software)
7 601 (29.35%) Linux
8 590 (28.81%) SQL
9 589 (28.76%) Jenkins
10 588 (28.71%) Docker
11 566 (27.64%) DevOps
12 551 (26.90%) Amazon AWS
13 545 (26.61%) Python
14 534 (26.07%) MySQL
14 534 (26.07%) TDD
15 476 (23.24%) Node.js
16 455 (22.22%) AngularJS
16 455 (22.22%) Spring
17 440 (21.48%) HTML
18 435 (21.24%) PostgreSQL
19 390 (19.04%) REST
20 389 (18.99%) Continuous Integration
21 368 (17.97%) CSS
22 347 (16.94%) Apache Cassandra
23 339 (16.55%) Open Source
24 333 (16.26%) BDD
25 325 (15.87%) Kafka
26 322 (15.72%) Scrum
27 320 (15.63%) Finance
28 318 (15.53%) Test Automation

MongoDB
Co-occurring IT Skills 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
1 221 (10.79%) Elasticsearch
2 210 (10.25%) Apache Spark
3 172 (8.40%) Apache
4 145 (7.08%) nginx
5 129 (6.30%) Confluence
6 120 (5.86%) Tomcat
7 92 (4.49%) JBoss
8 60 (2.93%) Apache Pig
9 56 (2.73%) Apache Solr
10 50 (2.44%) WebLogic
11 47 (2.29%) CMS
12 40 (1.95%) Jetty
13 34 (1.66%) OpenStack
13 34 (1.66%) SAS
14 26 (1.27%) WebSphere
15 25 (1.22%) Mule
15 25 (1.22%) Sitecore CMS
16 24 (1.17%) MQSeries
17 23 (1.12%) NServiceBus
18 22 (1.07%) Cloud Foundry
Applications
1 33 (1.61%) Microsoft Excel
2 5 (0.24%) SPSS
3 3 (0.15%) Microsoft Project
3 3 (0.15%) MS Visio
4 1 (0.049%) Chatbot
4 1 (0.049%) Microsoft PowerPoint
4 1 (0.049%) Photoshop
Business Applications
1 18 (0.88%) ION MarketView
2 14 (0.68%) SAP Oil and Gas
3 13 (0.63%) Distributed Ledger
4 3 (0.15%) Oracle Financials
5 2 (0.098%) BusinessWorks
5 2 (0.098%) Magento
6 1 (0.049%) Dynamics CRM
6 1 (0.049%) Dynamics GP
6 1 (0.049%) Oracle EBS
6 1 (0.049%) Salesforce.com CRM
6 1 (0.049%) SAP CRM
Cloud Services
1 551 (26.90%) Amazon AWS
2 248 (12.11%) Microsoft Azure
3 95 (4.64%) GitHub
4 75 (3.66%) PaaS
5 61 (2.98%) OpenShift
6 59 (2.88%) Amazon S3
7 54 (2.64%) Cloud Computing
8 48 (2.34%) Amazon EC2
8 48 (2.34%) Slack
9 44 (2.15%) Heroku
10 42 (2.05%) Serverless
11 40 (1.95%) SaaS
12 39 (1.90%) Google Cloud Platform
13 36 (1.76%) Google Analytics
14 32 (1.56%) IaaS
15 22 (1.07%) AWS CloudFormation
15 22 (1.07%) AWS Lambda
15 22 (1.07%) npm
16 19 (0.93%) Amazon ELB
17 18 (0.88%) Amazon SQS
Communications & Networking
1 212 (10.35%) HTTP
2 191 (9.33%) TCP/IP
3 170 (8.30%) SSL
4 144 (7.03%) DNS
5 112 (5.47%) Firewall
6 65 (3.17%) FTP
7 49 (2.39%) Internet
8 29 (1.42%) IPsec
9 28 (1.37%) DHCP
10 20 (0.98%) AMQP
11 15 (0.73%) SMS
12 14 (0.68%) Kerberos
13 13 (0.63%) HTTPS
14 12 (0.59%) Reverse Proxy
15 11 (0.54%) RTMP
16 10 (0.49%) Intranet
17 7 (0.34%) VPN
18 6 (0.29%) BIG-IP
18 6 (0.29%) ICMP
19 5 (0.24%) SAN
Database & Business Intelligence
1 792 (38.67%) NoSQL
2 534 (26.07%) MySQL
3 435 (21.24%) PostgreSQL
4 347 (16.94%) Apache Cassandra
5 289 (14.11%) Big Data
6 284 (13.87%) SQL Server
7 273 (13.33%) Hadoop
8 258 (12.60%) Relational Database
9 201 (9.81%) Redis
10 136 (6.64%) HBase
11 135 (6.59%) Apache Hive
12 87 (4.25%) Data Warehouse
13 85 (4.15%) RDBMS
14 69 (3.37%) Neo4j
14 69 (3.37%) Oracle Database
15 64 (3.13%) Couchbase
16 52 (2.54%) Impala
17 51 (2.49%) Data Lake
18 47 (2.29%) CouchDB
19 36 (1.76%) Riak
Development Applications
1 627 (30.62%) Git (software)
2 589 (28.76%) Jenkins
3 246 (12.01%) JIRA
4 171 (8.35%) Maven
5 163 (7.96%) JUnit
6 144 (7.03%) Cucumber
7 116 (5.66%) Selenium
8 115 (5.62%) Artifactory
9 107 (5.22%) Subversion
10 77 (3.76%) Sonatype Nexus
11 76 (3.71%) Mockito
12 66 (3.22%) Vagrant
13 63 (3.08%) Gradle
14 62 (3.03%) GitLab
15 59 (2.88%) IntelliJ
15 59 (2.88%) Jasmine
15 59 (2.88%) TeamCity
16 58 (2.83%) Bitbucket
17 57 (2.78%) Gatling
18 50 (2.44%) gulp
General
1 320 (15.63%) Finance
2 205 (10.01%) Banking
3 73 (3.56%) Front Office
4 66 (3.22%) Retail
5 58 (2.83%) Investment Banking
6 56 (2.73%) Games
7 38 (1.86%) Marketing
8 27 (1.32%) Telecoms
9 21 (1.03%) Financial Institution
10 19 (0.93%) Advertising
10 19 (0.93%) Manufacturing
11 13 (0.63%) Legal
12 11 (0.54%) Back Office
12 11 (0.54%) Spanish Language
13 8 (0.39%) Electronics
14 6 (0.29%) Publishing
15 4 (0.20%) French Language
15 4 (0.20%) Mandarin Language
16 3 (0.15%) German Language
16 3 (0.15%) Italian Language
Job Titles
1 1,138 (55.57%) Developer
2 489 (23.88%) Java Developer
3 245 (11.96%) DevOps Engineer
4 172 (8.40%) Architect
5 167 (8.15%) Senior Developer
6 122 (5.96%) Full Stack Developer
7 106 (5.18%) JavaScript Developer
8 100 (4.88%) Node.js Developer
9 91 (4.44%) Data Engineer
10 86 (4.20%) Software Engineer
11 81 (3.96%) .NET Developer
12 79 (3.86%) Senior Java Developer
13 72 (3.52%) Scala Developer
14 71 (3.47%) C# Developer
15 65 (3.17%) Web Developer
16 63 (3.08%) React Developer
17 59 (2.88%) AWS Engineer
17 59 (2.88%) Solutions Architect
18 49 (2.39%) DBA
19 48 (2.34%) Lead Developer
Libraries, Frameworks & Software Standards
1 476 (23.24%) Node.js
2 455 (22.22%) AngularJS
2 455 (22.22%) Spring
3 440 (21.48%) HTML
4 390 (19.04%) REST
5 368 (17.97%) CSS
6 325 (15.87%) Kafka
7 277 (13.53%) React
8 268 (13.09%) Web Services
9 261 (12.74%) RESTful
10 258 (12.60%) HTML5
11 223 (10.89%) .NET
12 215 (10.50%) Hibernate
12 215 (10.50%) Spring Boot
13 208 (10.16%) JSON
14 199 (9.72%) RabbitMQ
15 174 (8.50%) SOAP
16 151 (7.37%) XML
17 129 (6.30%) jQuery
18 127 (6.20%) Elastic Stack
Miscellaneous
1 165 (8.06%) Greenfield Project
2 101 (4.93%) Analytical Skills
3 71 (3.47%) Algorithms
4 67 (3.27%) Fintech
5 66 (3.22%) User Experience
6 65 (3.17%) Computer Science
7 55 (2.69%) Fixed Income
8 51 (2.49%) Enterprise Software
9 44 (2.15%) Mobile App
10 43 (2.10%) Data Structures
11 41 (2.00%) Linux Command Line
12 40 (1.95%) Replication
13 34 (1.66%) Device Driver
14 29 (1.42%) Management Information System
15 27 (1.32%) Derivative
16 25 (1.22%) Self-Motivation
17 24 (1.17%) Data Centre
17 24 (1.17%) Equity Derivative
18 23 (1.12%) Clustering
18 23 (1.12%) Public Cloud
Operating Systems
1 601 (29.35%) Linux
2 188 (9.18%) Unix
3 128 (6.25%) Windows
4 101 (4.93%) Ubuntu
5 83 (4.05%) Red Hat Enterprise Linux
6 73 (3.56%) CentOS
7 44 (2.15%) Apple iOS
8 43 (2.10%) Android
9 39 (1.90%) Mac OS X
10 15 (0.73%) Windows Server
11 10 (0.49%) Windows 10
12 5 (0.24%) Debian
12 5 (0.24%) Windows Server 2008
13 4 (0.20%) AIX
13 4 (0.20%) Solaris
14 2 (0.098%) Fedora
14 2 (0.098%) Oracle Linux
14 2 (0.098%) VME
14 2 (0.098%) Windows 2000
14 2 (0.098%) Windows Vista
Processes & Methodologies
1 1,099 (53.66%) Agile Software Development
2 628 (30.66%) Microservices
3 566 (27.64%) DevOps
4 534 (26.07%) TDD
5 389 (18.99%) Continuous Integration
6 339 (16.55%) Open Source
7 333 (16.26%) BDD
8 322 (15.72%) Scrum
9 318 (15.53%) Test Automation
10 251 (12.26%) Software Engineering
11 196 (9.57%) Configuration Management
12 186 (9.08%) Analytics
13 168 (8.20%) MVC
14 138 (6.74%) OO
15 132 (6.45%) Problem-Solving
16 129 (6.30%) Kanban
16 129 (6.30%) Web Development
17 124 (6.05%) Machine Learning
18 123 (6.01%) Continuous Delivery
19 114 (5.57%) SDLC
Programming Languages
1 989 (48.29%) Java
2 669 (32.67%) JavaScript
3 590 (28.81%) SQL
4 545 (26.61%) Python
5 280 (13.67%) Scala
6 272 (13.28%) C#
7 243 (11.87%) Java 8
8 226 (11.04%) Bash Shell
9 218 (10.64%) Ruby
10 111 (5.42%) TypeScript
11 105 (5.13%) Perl
12 101 (4.93%) PHP
13 98 (4.79%) ES6
14 90 (4.39%) Go
15 74 (3.61%) Groovy
16 66 (3.22%) PL/SQL
17 64 (3.13%) R
18 63 (3.08%) Shell Script
19 44 (2.15%) C++
20 42 (2.05%) PowerShell
Qualifications
1 147 (7.18%) Security Cleared
2 112 (5.47%) SC Cleared
3 94 (4.59%) Degree
4 34 (1.66%) Computer Science Degree
5 17 (0.83%) BPSS Clearance
6 16 (0.78%) DV Cleared
6 16 (0.78%) Numerate Degree
7 13 (0.63%) DBS Check
8 12 (0.59%) PhD
9 8 (0.39%) Master's Degree
10 6 (0.29%) CISSP
11 5 (0.24%) CCDP
11 5 (0.24%) CCNP
11 5 (0.24%) Chartered Engineer
11 5 (0.24%) Cisco Certification
11 5 (0.24%) CISM
11 5 (0.24%) ISEB
11 5 (0.24%) PRINCE2 Certification
12 4 (0.20%) CESG Certified Professional
12 4 (0.20%) ISTQB
Quality Assurance & Compliance
1 93 (4.54%) QA
2 34 (1.66%) Data Quality
3 24 (1.17%) GDPR
4 5 (0.24%) TickIT
5 4 (0.20%) Disclosure Scotland
5 4 (0.20%) GCP
6 3 (0.15%) SLA
7 2 (0.098%) ISO/IEC 27001
7 2 (0.098%) PCI DSS
7 2 (0.098%) PMO
7 2 (0.098%) Sarbanes-Oxley
8 1 (0.049%) MiFID
8 1 (0.049%) WCAG
System Software
1 588 (28.71%) Docker
2 61 (2.98%) Apache Flume
3 57 (2.78%) HDFS
4 41 (2.00%) Virtual Machines
5 27 (1.32%) Apache ZooKeeper
6 23 (1.12%) etcd
7 19 (0.93%) LXC
7 19 (0.93%) VMware Infrastructure
8 12 (0.59%) flannel
8 12 (0.59%) VirtualBox
9 8 (0.39%) Hyper-V
9 8 (0.39%) KVM
9 8 (0.39%) vCloud
10 7 (0.34%) Varnish
11 6 (0.29%) Active Directory
11 6 (0.29%) Oracle RAC
12 5 (0.24%) Xen
13 4 (0.20%) NFS
14 2 (0.098%) Corosync
15 1 (0.049%) OpenIDM
Systems Management
1 293 (14.31%) Puppet
2 255 (12.45%) Ansible
3 222 (10.84%) Kubernetes
4 173 (8.45%) Opscode Chef
5 140 (6.84%) Terraform
6 134 (6.54%) Grafana
7 100 (4.88%) Kibana
8 76 (3.71%) logstash
9 72 (3.52%) Prometheus
10 70 (3.42%) HAProxy
11 62 (3.03%) Nagios
12 44 (2.15%) Icinga
13 30 (1.46%) Oozie
14 29 (1.42%) Cobbler
15 26 (1.27%) Docker Swarm
16 23 (1.12%) Mesos
16 23 (1.12%) Salt
17 21 (1.03%) Hadoop YARN
18 18 (0.88%) Graylog
18 18 (0.88%) Uchiwa
Vendors
1 317 (15.48%) Oracle
2 148 (7.23%) Microsoft
3 127 (6.20%) Red Hat
4 108 (5.27%) Google
5 76 (3.71%) Splunk
6 58 (2.83%) IBM
7 53 (2.59%) New Relic
8 42 (2.05%) SAP
8 42 (2.05%) Tableau
9 41 (2.00%) Atlassian
10 38 (1.86%) Adobe
11 37 (1.81%) Hortonworks
12 35 (1.71%) Sitecore
13 34 (1.66%) Cloudera
14 33 (1.61%) Informatica
14 33 (1.61%) VMware
15 29 (1.42%) TIBCO
16 27 (1.32%) Alteryx
17 24 (1.17%) AppDynamics
18 23 (1.12%) SaltStack