Period
to 16 August 2017

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 16 August 2017 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
16 Aug 2017
Same period 2016 Same period 2015
Rank 113 135 175
Rank change year-on-year +22 +40 +87
Contract jobs citing MongoDB 2046 2085 1584
As % of all contract IT jobs advertised in the UK 2.14% 1.91% 1.41%
As % of the Database & Business Intelligence category 9.47% 8.63% 6.08%
Number of daily rates quoted 1517 1556 1173
UK median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% -
10th Percentile £350 £325 £325
90th Percentile £625 £613 £613
UK excluding London median daily rate £438 £450 £413
% change year-on-year -2.78% +9.09% +10.00%
Number of hourly rates quoted 4 3 2
UK median hourly rate £47.50 £38.00 £45.00
Median hourly rate % change year-on-year +25.00% -15.56% +5.88%
10th Percentile £38.00 £38.00 £38.25
90th Percentile £55.00 £38.00 £53.75
UK excluding London median hourly rate £50.00 £38.00 £45.00
% change year-on-year +31.58% -15.56% +5.88%

MongoDB is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 21601 24157 26050
As % of all contract IT job vacancies advertised in the UK 22.59% 22.16% 23.12%
Number of daily rates quoted 14398 16196 16910
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £300 £281 £263
90th Percentile £625 £600 £575
UK excluding London median daily rate £400 £375 £363
% change year-on-year +6.67% +3.45% +3.57%
Number of hourly rates quoted 253 383 367
UK median hourly rate £31.00 £28.50 £27.32
Median hourly rate % change year-on-year +8.77% +4.34% -2.45%
10th Percentile £11.26 £11.50 £14.00
90th Percentile £52.50 £49.35 £54.94
UK excluding London median hourly rate £31.75 £29.76 £27.50
% change year-on-year +6.68% +8.23% -2.65%

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 16 August 2017.

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 16 August 2017.

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 16 August 2017. 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 1928 £488 +2.63% 313
London -5 1056 £525 +5.00% 134
UK excluding London +32 941 £438 -2.78% 201
South East +53 317 £450 +12.50% 44
North of England +24 268 £425 -5.56% 54
Midlands -3 148 £450 -5.26% 40
North West +62 126 £450 +5.88% 29
Yorkshire -10 126 £430 -4.44% 21
West Midlands -17 95 £463 -3.65% 25
South West +28 66 £394 +5.00% 28
East of England +28 64 £450 -2.70% 13
East Midlands +19 54 £410 +36.67% 15
Scotland +33 45 £384 +2.33% 14
North East +51 31 £475 +3.26% 4
Wales +9 26 £425 -10.53% 7
Northern Ireland -40 17 £500 +29.87% 1

For the 6 months to 16 August 2017, IT contractor jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for MongoDB.

1 1245 (60.85%) Agile Software Development
2 1067 (52.15%) Java
3 727 (35.53%) NoSQL
4 663 (32.40%) Git (software)
5 653 (31.92%) JavaScript
6 596 (29.13%) TDD
7 592 (28.93%) Linux
8 574 (28.05%) SQL
9 507 (24.78%) Python
10 486 (23.75%) DevOps
11 474 (23.17%) Microservices
12 471 (23.02%) Docker
13 469 (22.92%) AngularJS
14 468 (22.87%) Node.js
15 457 (22.34%) Jenkins
16 436 (21.31%) HTML
17 432 (21.11%) Scrum
18 427 (20.87%) CSS
19 421 (20.58%) Amazon AWS
20 402 (19.65%) PostgreSQL
21 396 (19.35%) Puppet
22 395 (19.31%) MySQL
23 390 (19.06%) Open Source
24 387 (18.91%) Spring
25 386 (18.87%) Continuous Integration
26 354 (17.30%) Scala
27 348 (17.01%) Finance
28 329 (16.08%) JSON
28 329 (16.08%) BDD
29 310 (15.15%) Apache Cassandra

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
1 168 (8.21%) Elasticsearch
2 152 (7.43%) Apache
3 148 (7.23%) Apache Spark
4 130 (6.35%) Confluence
5 110 (5.38%) nginx
6 86 (4.20%) JBoss
7 62 (3.03%) Tomcat
8 54 (2.64%) Cloud Foundry
9 51 (2.49%) Apache Pig
9 51 (2.49%) WebLogic
10 49 (2.39%) Apache Solr
11 47 (2.30%) OpenStack
12 42 (2.05%) CMS
13 30 (1.47%) NServiceBus
14 28 (1.37%) WebSphere
15 24 (1.17%) Oracle SOA Suite
16 18 (0.88%) Sitecore CMS
17 17 (0.83%) SAS
18 16 (0.78%) Mule
19 12 (0.59%) GlassFish
Applications
1 12 (0.59%) Microsoft Office
2 6 (0.29%) Microsoft Excel
3 5 (0.24%) HipChat
3 5 (0.24%) Photoshop
4 4 (0.20%) Simulink
5 3 (0.15%) MS Visio
6 2 (0.098%) Microsoft PowerPoint
6 2 (0.098%) Mingle
7 1 (0.049%) Microsoft Project
7 1 (0.049%) SPSS
Business Applications
1 7 (0.34%) Payment Gateway
2 4 (0.20%) Eloqua
3 3 (0.15%) Staffware
4 2 (0.098%) Magento
5 1 (0.049%) Dynamics CRM
5 1 (0.049%) ION MarketView
5 1 (0.049%) NetSuite
5 1 (0.049%) Oracle Cash Management
5 1 (0.049%) Pega PRPC
5 1 (0.049%) Remedy ITSM
5 1 (0.049%) SAP Business One
5 1 (0.049%) SAP ERP
Cloud Services
1 421 (20.58%) Amazon AWS
2 119 (5.82%) Microsoft Azure
3 78 (3.81%) GitHub
4 74 (3.62%) PaaS
5 57 (2.79%) Cloud Computing
6 33 (1.61%) Amazon EC2
6 33 (1.61%) Amazon S3
6 33 (1.61%) Slack
7 31 (1.52%) AWS CloudFormation
7 31 (1.52%) OpenShift
8 30 (1.47%) SaaS
9 22 (1.08%) Amazon ElastiCache
10 21 (1.03%) Amazon ELB
11 19 (0.93%) AWS Lambda
12 17 (0.83%) Amazon SQS
13 16 (0.78%) Route 53
14 14 (0.68%) AWS Elastic Beanstalk
14 14 (0.68%) Datadog
14 14 (0.68%) Google Cloud Platform
15 13 (0.64%) Google Analytics
Communications & Networking
1 185 (9.04%) HTTP
2 103 (5.03%) TCP/IP
3 93 (4.55%) SSL
4 66 (3.23%) Firewall
5 62 (3.03%) DNS
6 43 (2.10%) Internet
7 31 (1.52%) HTTPS
8 21 (1.03%) LDAP
9 15 (0.73%) VPN
10 14 (0.68%) LAN
10 14 (0.68%) WAN
11 12 (0.59%) AMQP
12 7 (0.34%) Kerberos
13 5 (0.24%) Network Security
13 5 (0.24%) SAN
13 5 (0.24%) tcpdump
13 5 (0.24%) Wireshark
14 4 (0.20%) Wi-Fi
15 3 (0.15%) DHCP
15 3 (0.15%) DSL
Database & Business Intelligence
1 727 (35.53%) NoSQL
2 402 (19.65%) PostgreSQL
3 395 (19.31%) MySQL
4 310 (15.15%) Apache Cassandra
5 251 (12.27%) Big Data
6 247 (12.07%) SQL Server
7 242 (11.83%) Hadoop
8 159 (7.77%) Relational Database
9 122 (5.96%) Redis
10 100 (4.89%) Apache Hive
11 84 (4.11%) HBase
12 58 (2.83%) Amazon DynamoDB
13 51 (2.49%) Oracle Database
14 49 (2.39%) Data Warehouse
15 48 (2.35%) DB2
16 46 (2.25%) CouchDB
17 42 (2.05%) Neo4j
18 40 (1.96%) Couchbase
19 38 (1.86%) RDBMS
20 36 (1.76%) Sqoop
Development Applications
1 663 (32.40%) Git (software)
2 457 (22.34%) Jenkins
3 265 (12.95%) JIRA
4 203 (9.92%) IntelliJ
5 142 (6.94%) JUnit
6 136 (6.65%) Subversion
7 116 (5.67%) Selenium
8 115 (5.62%) Cucumber
9 114 (5.57%) Maven
10 91 (4.45%) Sonatype Nexus
11 80 (3.91%) Grunt
12 79 (3.86%) TeamCity
13 78 (3.81%) gulp
14 64 (3.13%) Gradle
15 60 (2.93%) Eclipse
16 59 (2.88%) Atlassian Bamboo
17 58 (2.83%) Bitbucket
18 55 (2.69%) Vagrant
19 51 (2.49%) Artifactory
20 46 (2.25%) Jasmine
General
1 348 (17.01%) Finance
2 204 (9.97%) Banking
3 75 (3.67%) Investment Banking
4 58 (2.83%) Marketing
5 53 (2.59%) Telecoms
6 49 (2.39%) Retail
7 42 (2.05%) Electronics
8 39 (1.91%) Manufacturing
9 26 (1.27%) Games
10 24 (1.17%) Front Office
11 18 (0.88%) Advertising
12 16 (0.78%) Legal
13 13 (0.64%) Financial Institution
14 9 (0.44%) Corporate Banking
15 7 (0.34%) Back Office
15 7 (0.34%) Billing
15 7 (0.34%) Law
16 5 (0.24%) Publishing
17 2 (0.098%) Aerospace
17 2 (0.098%) Spanish Language
Job Titles
1 1167 (57.04%) Developer
2 461 (22.53%) Java Developer
3 216 (10.56%) DevOps Engineer
4 163 (7.97%) Senior Developer
5 150 (7.33%) Architect
6 145 (7.09%) Full Stack Developer
7 118 (5.77%) Scala Developer
8 104 (5.08%) Node.js Developer
9 98 (4.79%) JavaScript Developer
10 97 (4.74%) .NET Developer
11 92 (4.50%) Angular Developer
11 92 (4.50%) MongoDB Developer
12 89 (4.35%) C# Developer
13 76 (3.71%) Agile Developer
14 64 (3.13%) Software Engineer
15 63 (3.08%) Linux Engineer
15 63 (3.08%) Python Developer
15 63 (3.08%) Senior Java Developer
16 61 (2.98%) AWS Engineer
16 61 (2.98%) Java Engineer
Libraries, Frameworks & Software Standards
1 469 (22.92%) AngularJS
2 468 (22.87%) Node.js
3 436 (21.31%) HTML
4 427 (20.87%) CSS
5 387 (18.91%) Spring
6 329 (16.08%) JSON
7 291 (14.22%) REST
8 274 (13.39%) Web Services
9 270 (13.20%) RESTful
10 264 (12.90%) .NET
11 251 (12.27%) HTML5
12 222 (10.85%) XML
13 208 (10.17%) React
14 202 (9.87%) Play Framework
15 187 (9.14%) Hibernate
16 163 (7.97%) jQuery
17 144 (7.04%) Spring Boot
18 129 (6.30%) RabbitMQ
19 124 (6.06%) Kafka
20 123 (6.01%) ASP.NET
Miscellaneous
1 143 (6.99%) Greenfield Project
2 126 (6.16%) Analytical Skills
3 78 (3.81%) User Experience
4 65 (3.18%) Computer Science
5 50 (2.44%) Data Structures
5 50 (2.44%) Mobile App
6 41 (2.00%) Enterprise Software
7 38 (1.86%) Algorithms
8 36 (1.76%) Hedge funds
9 29 (1.42%) Data Centre
10 23 (1.12%) Fintech
11 20 (0.98%) Clustering
11 20 (0.98%) Management Information System
11 20 (0.98%) Market Risk
11 20 (0.98%) Reference Data
12 19 (0.93%) Fixed Income
13 16 (0.78%) Foreign Exchange (FX)
14 15 (0.73%) Virtual Team
15 14 (0.68%) Credit Risk
15 14 (0.68%) Video on Demand
Operating Systems
1 592 (28.93%) Linux
2 177 (8.65%) Unix
3 133 (6.50%) Windows
4 123 (6.01%) Red Hat Enterprise Linux
5 80 (3.91%) Ubuntu
6 71 (3.47%) CentOS
7 50 (2.44%) Android
8 49 (2.39%) Apple iOS
9 27 (1.32%) Mac OS X
10 18 (0.88%) SUSE
11 17 (0.83%) Windows Server
12 5 (0.24%) Debian
13 4 (0.20%) AIX
13 4 (0.20%) VMS
14 3 (0.15%) CoreOS
14 3 (0.15%) Windows Server 2012
14 3 (0.15%) zOS
15 2 (0.098%) RancherOS
15 2 (0.098%) Windows 10
15 2 (0.098%) Windows Server 2008
Processes & Methodologies
1 1245 (60.85%) Agile Software Development
2 596 (29.13%) TDD
3 486 (23.75%) DevOps
4 474 (23.17%) Microservices
5 432 (21.11%) Scrum
6 390 (19.06%) Open Source
7 386 (18.87%) Continuous Integration
8 329 (16.08%) BDD
9 288 (14.08%) Software Engineering
10 273 (13.34%) Test Automation
11 263 (12.85%) MVC
12 198 (9.68%) Configuration Management
13 194 (9.48%) Kanban
14 164 (8.02%) Analytics
15 158 (7.72%) OO
16 148 (7.23%) Continuous Delivery
17 133 (6.50%) SOA
18 132 (6.45%) Unit Testing
19 128 (6.26%) Pair Programming
20 126 (6.16%) Web Development
Programming Languages
1 1067 (52.15%) Java
2 653 (31.92%) JavaScript
3 574 (28.05%) SQL
4 507 (24.78%) Python
5 354 (17.30%) Scala
6 290 (14.17%) C#
7 206 (10.07%) Ruby
8 153 (7.48%) Bash Shell
9 101 (4.94%) Groovy
10 97 (4.74%) PHP
11 91 (4.45%) Perl
12 73 (3.57%) Shell Script
13 58 (2.83%) Go
14 53 (2.59%) TypeScript
15 50 (2.44%) T-SQL
16 47 (2.30%) R
17 42 (2.05%) C++
18 38 (1.86%) C
19 35 (1.71%) PL/SQL
20 21 (1.03%) Apple Swift
Qualifications
1 196 (9.58%) Security Cleared
2 148 (7.23%) SC Cleared
3 87 (4.25%) Degree
4 27 (1.32%) Computer Science Degree
5 24 (1.17%) DV Cleared
6 20 (0.98%) BPSS Clearance
7 9 (0.44%) CISM
7 9 (0.44%) CISSP
8 8 (0.39%) Master's Degree
9 5 (0.24%) Cisco Certification
10 4 (0.20%) CISA
10 4 (0.20%) ISEB
10 4 (0.20%) ITIL Certification
11 3 (0.15%) APMG
11 3 (0.15%) AWS Certification
11 3 (0.15%) CCNA
11 3 (0.15%) CCSA
11 3 (0.15%) CHECK Team Member
11 3 (0.15%) JNCIA
12 2 (0.098%) DBS Check
Quality Assurance & Compliance
1 124 (6.06%) QA
2 25 (1.22%) Data Quality
3 11 (0.54%) MiFID
4 10 (0.49%) Disclosure Scotland
5 9 (0.44%) PCI DSS
6 6 (0.29%) SLA
7 4 (0.20%) Dodd-Frank
8 3 (0.15%) FedRAMP
9 2 (0.098%) GDPR
9 2 (0.098%) PMO
9 2 (0.098%) WAI
9 2 (0.098%) WCAG
10 1 (0.049%) COBIT
10 1 (0.049%) Government Security Classifications
10 1 (0.049%) HMG Security Policy Framework
10 1 (0.049%) ISO/IEC 27001
10 1 (0.049%) Sarbanes-Oxley
System Software
1 471 (23.02%) Docker
2 42 (2.05%) HDFS
3 36 (1.76%) VMware Infrastructure
4 33 (1.61%) Apache Flume
5 24 (1.17%) Xen
6 22 (1.08%) vCloud
7 17 (0.83%) KVM
7 17 (0.83%) Virtual Machines
8 15 (0.73%) Active Directory
9 8 (0.39%) LXC
10 4 (0.20%) Hyper-V
10 4 (0.20%) OpenAM
10 4 (0.20%) OpenIDM
10 4 (0.20%) VMware ESXi
11 2 (0.098%) Apache ZooKeeper
11 2 (0.098%) etcd
11 2 (0.098%) flannel
11 2 (0.098%) NFS
12 1 (0.049%) Corosync
12 1 (0.049%) GlusterFS
Systems Management
1 396 (19.35%) Puppet
2 257 (12.56%) Ansible
3 182 (8.90%) Opscode Chef
4 109 (5.33%) Kubernetes
5 101 (4.94%) Terraform
6 86 (4.20%) Kibana
7 83 (4.06%) logstash
8 68 (3.32%) Grafana
9 53 (2.59%) HAProxy
10 38 (1.86%) Nagios
10 38 (1.86%) Salt
11 26 (1.27%) Graphite
12 24 (1.17%) Hadoop YARN
13 20 (0.98%) Mesos
13 20 (0.98%) ZABBIX
14 16 (0.78%) Marathon
15 11 (0.54%) Icinga
15 11 (0.54%) Oozie
15 11 (0.54%) Rancher
16 9 (0.44%) Prometheus
Vendors
1 302 (14.76%) Oracle
2 102 (4.99%) Microsoft
3 86 (4.20%) Red Hat
4 79 (3.86%) Splunk
4 79 (3.86%) VMware
5 69 (3.37%) IBM
6 56 (2.74%) SAP
7 47 (2.30%) SaltStack
8 46 (2.25%) Google
9 42 (2.05%) Cloudera
9 42 (2.05%) New Relic
10 28 (1.37%) MuleSoft
11 27 (1.32%) webMethods
12 26 (1.27%) Adobe
13 25 (1.22%) Informatica
14 21 (1.03%) Atlassian
14 21 (1.03%) Sybase
15 20 (0.98%) AppDynamics
15 20 (0.98%) Sitecore
15 20 (0.98%) TIBCO