Period
to 17 October 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 17 October 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
17 Oct 2017
Same period 2016 Same period 2015
Rank 118 134 184
Rank change year-on-year +16 +50 +54
Contract jobs citing MongoDB 2090 2067 1583
As % of all contract IT jobs advertised in the UK 2.11% 1.94% 1.40%
As % of the Database & Business Intelligence category 9.48% 8.62% 6.01%
Number of daily rates quoted 1586 1549 1198
UK median daily rate £488 £475 £450
Median daily rate % change year-on-year +2.71% +5.56% -
10th Percentile £359 £326 £325
90th Percentile £638 £625 £600
UK excluding London median daily rate £450 £450 £413
% change year-on-year - +9.09% +3.13%
Number of hourly rates quoted 5 0 2
UK median hourly rate £45.00 - £45.00
10th Percentile £41.00 - £40.50
90th Percentile £55.00 - £53.50
UK excluding London median hourly rate £47.50 - £45.00

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 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 22051 23986 26323
As % of all contract IT jobs advertised in the UK 22.22% 22.49% 23.26%
Number of daily rates quoted 14860 15973 17271
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +3.23%
10th Percentile £308 £281 £263
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 279 395 396
UK median hourly rate £30.00 £28.50 £28.06
Median hourly rate % change year-on-year +5.26% +1.56% +12.25%
10th Percentile £13.45 £10.70 £12.63
90th Percentile £54.00 £49.50 £52.17
UK excluding London median hourly rate £32.00 £28.50 £29.50
% change year-on-year +12.28% -3.39% +28.26%

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 17 October 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
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 17 October 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 +10 1937 £500 +5.26% 395
London +2 1069 £525 +5.00% 197
UK excluding London +22 987 £450 - 206
South East +16 312 £475 +11.76% 45
North of England +24 280 £445 -1.11% 66
Yorkshire +3 148 £430 -4.44% 24
Midlands +23 137 £475 - 31
North West +18 123 £475 +9.20% 37
West Midlands +15 100 £475 +1.06% 19
South West +17 70 £400 -3.03% 33
East of England +4 67 £450 +5.88% 23
Scotland +27 66 £380 +1.33% 3
Wales +24 49 £475 -7.32% 5
East Midlands +12 39 £450 -18.18% 12
North East +40 28 £506 +6.42% 5
Northern Ireland -43 16 £500 +29.87%

For the 6 months to 17 October 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 1286 (61.53%) Agile Software Development
2 1088 (52.06%) Java
3 799 (38.23%) NoSQL
4 756 (36.17%) JavaScript
5 700 (33.49%) Git (software)
6 623 (29.81%) SQL
7 615 (29.43%) TDD
8 610 (29.19%) Linux
9 498 (23.83%) AngularJS
10 486 (23.25%) Scrum
10 486 (23.25%) Python
11 484 (23.16%) Docker
12 481 (23.01%) Jenkins
13 474 (22.68%) DevOps
14 459 (21.96%) HTML
15 458 (21.91%) Microservices
16 457 (21.87%) Node.js
17 450 (21.53%) Amazon AWS
18 442 (21.15%) Continuous Integration
19 435 (20.81%) CSS
20 417 (19.95%) PostgreSQL
21 411 (19.67%) Spring
22 402 (19.23%) MySQL
23 388 (18.56%) BDD
24 384 (18.37%) Open Source
25 381 (18.23%) Finance
26 371 (17.75%) Software Engineering
27 362 (17.32%) Puppet
28 357 (17.08%) Test Automation
29 337 (16.12%) Scala

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
1 164 (7.85%) Apache Spark
2 151 (7.22%) Elasticsearch
3 142 (6.79%) Confluence
4 130 (6.22%) Apache
5 100 (4.78%) JBoss
6 99 (4.74%) nginx
7 81 (3.88%) Tomcat
8 59 (2.82%) WebLogic
9 52 (2.49%) Apache Pig
10 49 (2.34%) Apache Solr
10 49 (2.34%) CMS
11 43 (2.06%) OpenStack
12 36 (1.72%) NServiceBus
13 28 (1.34%) WebSphere
14 27 (1.29%) Sitecore CMS
15 26 (1.24%) Jetty
15 26 (1.24%) Oracle SOA Suite
16 24 (1.15%) Cloud Foundry
17 18 (0.86%) IIS
18 15 (0.72%) Drupal
Applications
1 9 (0.43%) HipChat
1 9 (0.43%) Microsoft Office
2 8 (0.38%) Microsoft Excel
3 6 (0.29%) Simulink
4 4 (0.19%) Photoshop
5 1 (0.048%) GNU Octave
5 1 (0.048%) Microsoft PowerPoint
5 1 (0.048%) MS Visio
Business Applications
1 5 (0.24%) Payment Gateway
2 4 (0.19%) Eloqua
3 2 (0.096%) Magento
4 1 (0.048%) Dynamics CRM
4 1 (0.048%) ION MarketView
4 1 (0.048%) Primavera
4 1 (0.048%) Remedy ITSM
4 1 (0.048%) SAP ERP
Cloud Services
1 450 (21.53%) Amazon AWS
2 135 (6.46%) Microsoft Azure
3 66 (3.16%) GitHub
4 52 (2.49%) Cloud Computing
4 52 (2.49%) Slack
5 49 (2.34%) PaaS
6 47 (2.25%) npm
7 44 (2.11%) Amazon EC2
8 40 (1.91%) Amazon S3
9 39 (1.87%) AWS CloudFormation
10 33 (1.58%) OpenShift
11 32 (1.53%) Serverless
12 31 (1.48%) SaaS
13 25 (1.20%) AWS Lambda
14 23 (1.10%) Amazon SQS
15 22 (1.05%) Amazon ElastiCache
15 22 (1.05%) Amazon ELB
15 22 (1.05%) Google Analytics
15 22 (1.05%) Heroku
16 19 (0.91%) Route 53
Communications & Networking
1 175 (8.37%) HTTP
2 105 (5.02%) TCP/IP
3 96 (4.59%) SSL
4 67 (3.21%) Firewall
5 57 (2.73%) DNS
6 43 (2.06%) Internet
7 19 (0.91%) AMQP
7 19 (0.91%) HTTPS
8 18 (0.86%) LDAP
9 15 (0.72%) VPN
10 12 (0.57%) LAN
10 12 (0.57%) WAN
11 9 (0.43%) SAN
12 5 (0.24%) tcpdump
12 5 (0.24%) Wireshark
13 4 (0.19%) Kerberos
13 4 (0.19%) Network Security
14 3 (0.14%) DHCP
14 3 (0.14%) DSL
14 3 (0.14%) MVNO
Database & Business Intelligence
1 799 (38.23%) NoSQL
2 417 (19.95%) PostgreSQL
3 402 (19.23%) MySQL
4 329 (15.74%) Apache Cassandra
5 264 (12.63%) Hadoop
6 256 (12.25%) Big Data
7 230 (11.00%) SQL Server
8 193 (9.23%) Relational Database
9 128 (6.12%) Redis
10 102 (4.88%) Apache Hive
11 82 (3.92%) HBase
12 65 (3.11%) Amazon DynamoDB
13 61 (2.92%) Data Warehouse
14 49 (2.34%) Oracle Database
15 45 (2.15%) Neo4j
16 44 (2.11%) CouchDB
17 43 (2.06%) Couchbase
18 39 (1.87%) DB2
19 36 (1.72%) Impala
20 32 (1.53%) BusinessObjects
Development Applications
1 700 (33.49%) Git (software)
2 481 (23.01%) Jenkins
3 256 (12.25%) JIRA
4 183 (8.76%) IntelliJ
5 158 (7.56%) Subversion
6 144 (6.89%) Cucumber
7 129 (6.17%) Maven
8 122 (5.84%) JUnit
9 119 (5.69%) Selenium
10 104 (4.98%) TeamCity
11 96 (4.59%) Sonatype Nexus
12 86 (4.11%) gulp
13 85 (4.07%) Grunt
14 62 (2.97%) Atlassian Bamboo
14 62 (2.97%) Vagrant
15 55 (2.63%) Bitbucket
16 53 (2.54%) Gradle
17 52 (2.49%) Artifactory
18 49 (2.34%) Mocha
18 49 (2.34%) NUnit
General
1 381 (18.23%) Finance
2 211 (10.10%) Banking
3 89 (4.26%) Investment Banking
4 57 (2.73%) Marketing
5 49 (2.34%) Telecoms
6 44 (2.11%) Retail
7 40 (1.91%) Electronics
8 34 (1.63%) Manufacturing
9 30 (1.44%) Games
10 29 (1.39%) Front Office
11 18 (0.86%) Financial Institution
12 16 (0.77%) Advertising
13 12 (0.57%) Legal
14 9 (0.43%) Corporate Banking
15 8 (0.38%) Law
16 7 (0.33%) Back Office
16 7 (0.33%) Publishing
17 6 (0.29%) Billing
18 4 (0.19%) Aerospace
19 3 (0.14%) International Banking
Job Titles
1 1202 (57.51%) Developer
2 490 (23.44%) Java Developer
3 201 (9.62%) DevOps Engineer
4 170 (8.13%) Full Stack Developer
5 155 (7.42%) Architect
5 155 (7.42%) Senior Developer
6 112 (5.36%) JavaScript Developer
7 105 (5.02%) C# Developer
8 103 (4.93%) Scala Developer
9 102 (4.88%) Node.js Developer
10 99 (4.74%) .NET Developer
11 90 (4.31%) Angular Developer
12 78 (3.73%) Software Engineer
13 74 (3.54%) MongoDB Developer
14 67 (3.21%) Java Engineer
15 64 (3.06%) Linux Engineer
16 62 (2.97%) AWS Engineer
16 62 (2.97%) Software Developer
17 55 (2.63%) Agile Developer
18 52 (2.49%) DBA
Libraries, Frameworks & Software Standards
1 498 (23.83%) AngularJS
2 459 (21.96%) HTML
3 457 (21.87%) Node.js
4 435 (20.81%) CSS
5 411 (19.67%) Spring
6 329 (15.74%) REST
7 314 (15.02%) Web Services
8 303 (14.50%) JSON
9 290 (13.88%) RESTful
10 279 (13.35%) .NET
11 273 (13.06%) HTML5
12 266 (12.73%) React
13 205 (9.81%) Play Framework
14 204 (9.76%) Hibernate
15 189 (9.04%) XML
16 180 (8.61%) Spring Boot
17 169 (8.09%) Kafka
18 142 (6.79%) jQuery
19 140 (6.70%) RabbitMQ
20 132 (6.32%) ASP.NET
Miscellaneous
1 128 (6.12%) Greenfield Project
2 117 (5.60%) Analytical Skills
3 77 (3.68%) User Experience
4 72 (3.44%) Data Structures
5 65 (3.11%) Algorithms
6 64 (3.06%) Computer Science
7 54 (2.58%) Mobile App
8 46 (2.20%) Enterprise Software
9 42 (2.01%) Hedge funds
10 40 (1.91%) Fintech
11 27 (1.29%) Virtual Team
12 26 (1.24%) Market Risk
13 25 (1.20%) Management Information System
14 24 (1.15%) Fixed Income
15 22 (1.05%) Credit Risk
15 22 (1.05%) Data Centre
15 22 (1.05%) Replication
16 20 (0.96%) Clustering
16 20 (0.96%) Reference Data
17 17 (0.81%) Foreign Exchange (FX)
Operating Systems
1 610 (29.19%) Linux
2 198 (9.47%) Unix
3 146 (6.99%) Red Hat Enterprise Linux
4 121 (5.79%) Windows
5 81 (3.88%) Ubuntu
6 70 (3.35%) CentOS
7 45 (2.15%) Apple iOS
7 45 (2.15%) Mac OS X
8 43 (2.06%) Android
9 21 (1.00%) Windows Server
10 10 (0.48%) CoreOS
11 9 (0.43%) SUSE
12 8 (0.38%) Windows Server 2012
13 5 (0.24%) Debian
13 5 (0.24%) Windows 10
13 5 (0.24%) Windows Server 2008
14 4 (0.19%) AIX
14 4 (0.19%) Fedora
15 3 (0.14%) Kali Linux
15 3 (0.14%) VMS
Processes & Methodologies
1 1286 (61.53%) Agile Software Development
2 615 (29.43%) TDD
3 486 (23.25%) Scrum
4 474 (22.68%) DevOps
5 458 (21.91%) Microservices
6 442 (21.15%) Continuous Integration
7 388 (18.56%) BDD
8 384 (18.37%) Open Source
9 371 (17.75%) Software Engineering
10 357 (17.08%) Test Automation
11 240 (11.48%) MVC
12 238 (11.39%) Kanban
13 196 (9.38%) Configuration Management
14 180 (8.61%) Continuous Delivery
15 176 (8.42%) Analytics
16 166 (7.94%) OO
17 153 (7.32%) Pair Programming
18 150 (7.18%) SOA
19 138 (6.60%) Web Development
20 133 (6.36%) Unit Testing
Programming Languages
1 1088 (52.06%) Java
2 756 (36.17%) JavaScript
3 623 (29.81%) SQL
4 486 (23.25%) Python
5 337 (16.12%) Scala
6 314 (15.02%) C#
7 189 (9.04%) Ruby
8 169 (8.09%) Bash Shell
9 101 (4.83%) PHP
10 100 (4.78%) Groovy
11 96 (4.59%) Perl
12 75 (3.59%) Shell Script
13 71 (3.40%) R
14 66 (3.16%) Go
15 56 (2.68%) T-SQL
16 53 (2.54%) TypeScript
17 46 (2.20%) C++
18 37 (1.77%) C
19 32 (1.53%) ES6
20 31 (1.48%) PL/SQL
Qualifications
1 167 (7.99%) Security Cleared
2 120 (5.74%) SC Cleared
3 79 (3.78%) Degree
4 29 (1.39%) BPSS Clearance
5 19 (0.91%) Computer Science Degree
5 19 (0.91%) DV Cleared
6 7 (0.33%) Master's Degree
7 6 (0.29%) CHECK Team Member
7 6 (0.29%) CISM
7 6 (0.29%) CISSP
8 5 (0.24%) Cisco Certification
8 5 (0.24%) CREST Certified
9 4 (0.19%) BC Cleared
9 4 (0.19%) ITIL Certification
10 3 (0.14%) AWS Certification
10 3 (0.14%) CCNA
10 3 (0.14%) CCSA
10 3 (0.14%) DBS Check
10 3 (0.14%) JNCIA
11 2 (0.096%) CESG Certified Professional
Quality Assurance & Compliance
1 158 (7.56%) QA
2 27 (1.29%) Data Quality
3 21 (1.00%) PCI DSS
4 15 (0.72%) Disclosure Scotland
5 11 (0.53%) GDPR
6 9 (0.43%) PSD2
7 5 (0.24%) MiFID
7 5 (0.24%) SLA
8 3 (0.14%) WAI
8 3 (0.14%) WCAG
9 2 (0.096%) GCP
10 1 (0.048%) COBIT
10 1 (0.048%) Dodd-Frank
10 1 (0.048%) FedRAMP
10 1 (0.048%) Government Security Classifications
10 1 (0.048%) HMG Security Policy Framework
10 1 (0.048%) ISO/IEC 27001
10 1 (0.048%) PMO
10 1 (0.048%) SEPA
System Software
1 484 (23.16%) Docker
2 48 (2.30%) VMware Infrastructure
3 38 (1.82%) HDFS
4 26 (1.24%) vCloud
5 25 (1.20%) Active Directory
5 25 (1.20%) Apache Flume
6 23 (1.10%) Virtual Machines
7 22 (1.05%) Xen
8 19 (0.91%) KVM
9 8 (0.38%) Hyper-V
9 8 (0.38%) LXC
10 4 (0.19%) Apache ZooKeeper
10 4 (0.19%) OpenAM
10 4 (0.19%) OpenIDM
10 4 (0.19%) VMware ESXi
11 3 (0.14%) Cronacle
11 3 (0.14%) vSphere
12 2 (0.096%) etcd
12 2 (0.096%) flannel
12 2 (0.096%) NFS
Systems Management
1 362 (17.32%) Puppet
2 251 (12.01%) Ansible
3 184 (8.80%) Opscode Chef
4 118 (5.65%) Kubernetes
5 105 (5.02%) Terraform
6 89 (4.26%) Kibana
7 83 (3.97%) Grafana
8 81 (3.88%) logstash
9 41 (1.96%) HAProxy
10 40 (1.91%) Nagios
11 30 (1.44%) Salt
12 22 (1.05%) Mesos
12 22 (1.05%) ZABBIX
13 21 (1.00%) Graphite
13 21 (1.00%) Hadoop YARN
14 20 (0.96%) Icinga
15 19 (0.91%) Cobbler
16 17 (0.81%) Rancher
17 16 (0.77%) Prometheus
18 14 (0.67%) Marathon
Vendors
1 289 (13.83%) Oracle
2 122 (5.84%) Microsoft
3 111 (5.31%) Red Hat
4 97 (4.64%) VMware
5 83 (3.97%) Splunk
6 77 (3.68%) IBM
7 55 (2.63%) New Relic
8 54 (2.58%) SaltStack
9 51 (2.44%) Google
10 49 (2.34%) SAP
11 34 (1.63%) Cloudera
12 33 (1.58%) Sitecore
13 23 (1.10%) Informatica
13 23 (1.10%) webMethods
14 21 (1.00%) Adobe
14 21 (1.00%) MapR
15 20 (0.96%) Atlassian
15 20 (0.96%) MuleSoft
15 20 (0.96%) Salesforce.com
16 19 (0.91%) Pega