Period
to 22 April 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 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
UK
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 133 148 129
Rank change year-on-year +15 -19 +52
Contract jobs citing MongoDB 1,983 1,660 2,017
As % of all contract IT jobs advertised in the UK 1.96% 1.80% 1.89%
As % of the Database & Business Intelligence category 8.78% 8.02% 8.46%
Number of daily rates quoted 1,408 1,190 1,554
UK median daily rate £513 £478 £488
Median daily rate % change year-on-year +7.33% -2.05% +8.33%
10th Percentile £363 £345 £331
90th Percentile £650 £625 £638
UK excluding London median daily rate £450 £425 £431
% change year-on-year +5.88% -1.45% +1.47%
Number of hourly rates quoted 7 1 6
UK median hourly rate £37.50 £35.00 £44.00
Median hourly rate % change year-on-year +7.14% -20.45% +10.00%
10th Percentile £16.95 £35.00 £38.00
90th Percentile £45.00 £35.00 £52.50
UK excluding London median hourly rate £45.00 - £38.00

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 22,591 20,698 23,830
As % of all contract IT jobs advertised in the UK 22.34% 22.50% 22.34%
Number of daily rates quoted 15,670 13,835 16,019
UK median daily rate £470 £438 £425
Median daily rate % change year-on-year +7.43% +2.94% +6.25%
10th Percentile £311 £293 £280
90th Percentile £625 £613 £600
UK excluding London median daily rate £413 £390 £375
% change year-on-year +5.77% +4.00% +1.35%
Number of hourly rates quoted 243 263 394
UK median hourly rate £34.00 £29.00 £25.00
Median hourly rate % change year-on-year +17.24% +16.00% -16.67%
10th Percentile £14.63 £9.60 £12.00
90th Percentile £54.75 £49.75 £52.50
UK excluding London median hourly rate £37.50 £25.39 £24.50
% change year-on-year +47.70% +3.63% -15.06%

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 April 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 April 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 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
England +13 1,867 £515 +5.64% 596
London +10 1,109 £540 +2.86% 267
UK excluding London -8 853 £450 +5.88% 358
South East +7 263 £500 +17.65% 85
North of England -36 216 £438 +4.17% 111
Midlands -20 133 £463 +0.27% 48
East of England +54 116 £480 +11.63% 47
Yorkshire -15 114 £475 +13.10% 31
North West -18 92 £433 +4.85% 69
East Midlands +18 73 £450 +16.13% 21
West Midlands -33 60 £475 - 27
Scotland -24 42 £368 -8.13% 18
South West +11 41 £450 +12.50% 38
Wales -23 40 £475 +11.76% 5
Northern Ireland +12 15 £425 - 6
North East -2 14 £513 +22.39% 11

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 with a requirement for MongoDB.

1 1,125 (56.73%) Agile Software Development
2 901 (45.44%) Java
3 786 (39.64%) NoSQL
4 691 (34.85%) Git (software)
5 678 (34.19%) Linux
6 641 (32.32%) JavaScript
7 604 (30.46%) TDD
8 595 (30.01%) Jenkins
9 570 (28.74%) DevOps
10 561 (28.29%) SQL
11 558 (28.14%) Amazon AWS
12 548 (27.63%) MySQL
13 547 (27.58%) Microservices
14 546 (27.53%) Docker
15 488 (24.61%) Python
16 483 (24.36%) PostgreSQL
17 446 (22.49%) Node.js
18 425 (21.43%) Spring
19 422 (21.28%) BDD
20 396 (19.97%) Continuous Integration
21 394 (19.87%) REST
22 392 (19.77%) HTML
23 389 (19.62%) AngularJS
24 385 (19.42%) Scrum
25 361 (18.20%) Test Automation
26 346 (17.45%) Scala
27 345 (17.40%) CSS
28 343 (17.30%) Open Source
29 334 (16.84%) Finance
30 314 (15.83%) 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
1 200 (10.09%) Elasticsearch
2 188 (9.48%) Apache Spark
3 176 (8.88%) Apache
4 141 (7.11%) Confluence
5 138 (6.96%) nginx
6 114 (5.75%) Tomcat
7 102 (5.14%) JBoss
8 79 (3.98%) Apache Pig
9 61 (3.08%) OpenStack
10 59 (2.98%) WebLogic
11 48 (2.42%) CMS
12 39 (1.97%) Jetty
13 35 (1.77%) Apache Solr
14 33 (1.66%) Cloud Foundry
15 32 (1.61%) Mule
15 32 (1.61%) NServiceBus
16 25 (1.26%) Sitecore CMS
17 23 (1.16%) MQSeries
17 23 (1.16%) SAS
18 22 (1.11%) Jupyter
Applications
1 35 (1.77%) Microsoft Excel
2 5 (0.25%) SPSS
3 4 (0.20%) MS Visio
4 2 (0.10%) Microsoft Project
5 1 (0.050%) Chatbot
5 1 (0.050%) Gephi
5 1 (0.050%) Microsoft Office
5 1 (0.050%) Microsoft PowerPoint
5 1 (0.050%) Photoshop
5 1 (0.050%) Simulink
Business Applications
1 7 (0.35%) ION MarketView
1 7 (0.35%) SAP Oil and Gas
2 4 (0.20%) Distributed Ledger
3 3 (0.15%) Magento
4 2 (0.10%) BusinessWorks
5 1 (0.050%) Oracle SCM
5 1 (0.050%) Payment Gateway
5 1 (0.050%) Remedy ITSM
5 1 (0.050%) Salesforce.com CRM
Cloud Services
1 558 (28.14%) Amazon AWS
2 224 (11.30%) Microsoft Azure
3 99 (4.99%) PaaS
4 73 (3.68%) Slack
5 69 (3.48%) GitHub
6 62 (3.13%) OpenShift
7 60 (3.03%) Amazon EC2
8 56 (2.82%) Google Analytics
9 52 (2.62%) Amazon S3
10 48 (2.42%) Cloud Computing
11 44 (2.22%) IaaS
12 43 (2.17%) Google Cloud Platform
13 40 (2.02%) AWS CloudFormation
14 37 (1.87%) Heroku
15 33 (1.66%) SaaS
16 22 (1.11%) Amazon SQS
17 20 (1.01%) Serverless
18 19 (0.96%) Amazon CloudWatch
19 18 (0.91%) npm
20 17 (0.86%) Amazon ELB
Communications & Networking
1 201 (10.14%) HTTP
2 198 (9.98%) TCP/IP
3 170 (8.57%) SSL
4 135 (6.81%) DNS
5 123 (6.20%) Firewall
6 66 (3.33%) Internet
7 60 (3.03%) FTP
8 30 (1.51%) DHCP
8 30 (1.51%) IPsec
9 22 (1.11%) SMS
10 17 (0.86%) Kerberos
11 10 (0.50%) VPN
12 7 (0.35%) Wireshark
13 6 (0.30%) Network Security
13 6 (0.30%) Reverse Proxy
14 5 (0.25%) AMQP
14 5 (0.25%) ICMP
14 5 (0.25%) SAN
15 4 (0.20%) Intranet
15 4 (0.20%) SMTP
Database & Business Intelligence
1 786 (39.64%) NoSQL
2 548 (27.63%) MySQL
3 483 (24.36%) PostgreSQL
4 314 (15.83%) Apache Cassandra
5 283 (14.27%) SQL Server
6 270 (13.62%) Hadoop
7 248 (12.51%) Big Data
8 245 (12.36%) Relational Database
9 226 (11.40%) Redis
10 141 (7.11%) Apache Hive
11 139 (7.01%) HBase
12 81 (4.08%) Neo4j
13 74 (3.73%) Data Warehouse
14 68 (3.43%) RDBMS
15 56 (2.82%) Couchbase
15 56 (2.82%) CouchDB
16 50 (2.52%) Amazon DynamoDB
17 49 (2.47%) Data Lake
18 41 (2.07%) DB2
19 31 (1.56%) NuoDB
Development Applications
1 691 (34.85%) Git (software)
2 595 (30.01%) Jenkins
3 210 (10.59%) JIRA
4 192 (9.68%) Cucumber
5 168 (8.47%) JUnit
6 142 (7.16%) Subversion
7 141 (7.11%) Maven
8 124 (6.25%) Selenium
9 99 (4.99%) Artifactory
10 86 (4.34%) TeamCity
11 84 (4.24%) Mockito
12 76 (3.83%) IntelliJ
13 70 (3.53%) Jasmine
14 66 (3.33%) GitLab
15 64 (3.23%) Gradle
15 64 (3.23%) Sonatype Nexus
16 55 (2.77%) Vagrant
17 47 (2.37%) gulp
18 45 (2.27%) Gatling
19 44 (2.22%) Karma Test Runner
General
1 334 (16.84%) Finance
2 172 (8.67%) Banking
3 86 (4.34%) Games
4 69 (3.48%) Marketing
5 52 (2.62%) Retail
6 33 (1.66%) Investment Banking
7 32 (1.61%) Front Office
8 30 (1.51%) Advertising
9 20 (1.01%) Telecoms
10 18 (0.91%) Publishing
11 10 (0.50%) Manufacturing
12 9 (0.45%) Spanish Language
13 8 (0.40%) Back Office
13 8 (0.40%) Electronics
13 8 (0.40%) Financial Institution
13 8 (0.40%) Retail Banking
14 7 (0.35%) French Language
14 7 (0.35%) International Banking
14 7 (0.35%) Law
15 3 (0.15%) German Language
Job Titles
1 1,041 (52.50%) Developer
2 477 (24.05%) Java Developer
3 264 (13.31%) DevOps Engineer
4 174 (8.77%) Senior Developer
5 150 (7.56%) Architect
6 112 (5.65%) JavaScript Developer
7 103 (5.19%) Full Stack Developer
8 98 (4.94%) Node.js Developer
9 96 (4.84%) Software Engineer
10 93 (4.69%) Senior Java Developer
11 92 (4.64%) C# Developer
12 87 (4.39%) .NET Developer
13 85 (4.29%) Data Engineer
14 77 (3.88%) Scala Developer
15 73 (3.68%) Linux/Unix DevOps
16 72 (3.63%) Linux Engineer
17 68 (3.43%) AWS Engineer
18 66 (3.33%) Solutions Architect
19 65 (3.28%) Linux DevOps Engineer
20 64 (3.23%) AWS DevOps
Libraries, Frameworks & Software Standards
1 446 (22.49%) Node.js
2 425 (21.43%) Spring
3 394 (19.87%) REST
4 392 (19.77%) HTML
5 389 (19.62%) AngularJS
6 345 (17.40%) CSS
7 263 (13.26%) RESTful
8 259 (13.06%) .NET
8 259 (13.06%) React
8 259 (13.06%) Web Services
9 242 (12.20%) Kafka
10 238 (12.00%) HTML5
11 208 (10.49%) Hibernate
12 188 (9.48%) RabbitMQ
12 188 (9.48%) Spring Boot
13 165 (8.32%) SOAP
14 161 (8.12%) JSON
15 145 (7.31%) Elastic Stack
16 129 (6.51%) jQuery
17 121 (6.10%) ActiveMQ
Miscellaneous
1 163 (8.22%) Greenfield Project
2 81 (4.08%) Analytical Skills
3 74 (3.73%) Fintech
4 73 (3.68%) Computer Science
5 59 (2.98%) Replication
6 48 (2.42%) Algorithms
7 43 (2.17%) Enterprise Software
8 42 (2.12%) Clustering
8 42 (2.12%) Mobile App
8 42 (2.12%) User Experience
9 41 (2.07%) Data Structures
9 41 (2.07%) Public Cloud
10 35 (1.77%) Linux Command Line
11 30 (1.51%) Data Centre
12 26 (1.31%) Virtual Team
13 24 (1.21%) Device Driver
14 22 (1.11%) Management Information System
15 21 (1.06%) Fixed Income
16 19 (0.96%) Self-Motivation
17 16 (0.81%) PKI
Operating Systems
1 678 (34.19%) Linux
2 200 (10.09%) Unix
3 129 (6.51%) Red Hat Enterprise Linux
4 117 (5.90%) Windows
5 103 (5.19%) Ubuntu
6 80 (4.03%) CentOS
7 55 (2.77%) Mac OS X
8 50 (2.52%) Apple iOS
9 48 (2.42%) Android
10 14 (0.71%) Windows Server
11 12 (0.61%) Windows 10
12 10 (0.50%) Windows Server 2008
13 7 (0.35%) Debian
14 6 (0.30%) SmartOS
15 5 (0.25%) Fedora
16 3 (0.15%) CoreOS
17 2 (0.10%) Mac OS
17 2 (0.10%) Solaris
17 2 (0.10%) Windows 2000
17 2 (0.10%) zOS
Processes & Methodologies
1 1,125 (56.73%) Agile Software Development
2 604 (30.46%) TDD
3 570 (28.74%) DevOps
4 547 (27.58%) Microservices
5 422 (21.28%) BDD
6 396 (19.97%) Continuous Integration
7 385 (19.42%) Scrum
8 361 (18.20%) Test Automation
9 343 (17.30%) Open Source
10 276 (13.92%) Software Engineering
11 202 (10.19%) Configuration Management
12 191 (9.63%) MVC
13 183 (9.23%) Analytics
14 178 (8.98%) Kanban
15 157 (7.92%) Continuous Delivery
16 146 (7.36%) OO
17 144 (7.26%) E-Commerce
18 142 (7.16%) Problem-Solving
19 113 (5.70%) Domain-Driven Design
20 109 (5.50%) Mentoring
Programming Languages
1 901 (45.44%) Java
2 641 (32.32%) JavaScript
3 561 (28.29%) SQL
4 488 (24.61%) Python
5 346 (17.45%) Scala
6 294 (14.83%) C#
7 247 (12.46%) Java 8
8 229 (11.55%) Ruby
9 227 (11.45%) Bash Shell
10 101 (5.09%) Groovy
11 95 (4.79%) ES6
12 93 (4.69%) PHP
13 80 (4.03%) Perl
13 80 (4.03%) TypeScript
14 73 (3.68%) Go
15 68 (3.43%) Shell Script
16 60 (3.03%) R
17 40 (2.02%) PL/SQL
18 33 (1.66%) T-SQL
19 32 (1.61%) PowerShell
Qualifications
1 169 (8.52%) Security Cleared
2 116 (5.85%) Degree
2 116 (5.85%) SC Cleared
3 46 (2.32%) Computer Science Degree
4 26 (1.31%) BPSS Clearance
5 23 (1.16%) Numerate Degree
6 19 (0.96%) Master's Degree
7 15 (0.76%) DV Cleared
8 13 (0.66%) DBS Check
9 5 (0.25%) PRINCE2 Certification
10 4 (0.20%) TOGAF Certification
11 3 (0.15%) CCDP
11 3 (0.15%) CCNP
11 3 (0.15%) Chartered Engineer
11 3 (0.15%) Cisco Certification
11 3 (0.15%) CISM
11 3 (0.15%) CISSP
12 2 (0.10%) ISEB
12 2 (0.10%) ITIL Certification
12 2 (0.10%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 79 (3.98%) QA
2 22 (1.11%) Data Quality
3 21 (1.06%) GDPR
4 15 (0.76%) GCP
5 9 (0.45%) Disclosure Scotland
6 5 (0.25%) TickIT
7 4 (0.20%) SLA
8 2 (0.10%) ISO/IEC 27001
8 2 (0.10%) PCI DSS
8 2 (0.10%) PSD2
9 1 (0.050%) MiFID
9 1 (0.050%) Sarbanes-Oxley
9 1 (0.050%) SEPA
System Software
1 546 (27.53%) Docker
2 53 (2.67%) Apache Flume
3 47 (2.37%) HDFS
4 44 (2.22%) Virtual Machines
5 30 (1.51%) VMware Infrastructure
6 21 (1.06%) Apache ZooKeeper
7 15 (0.76%) LXC
8 12 (0.61%) etcd
8 12 (0.61%) vCloud
9 9 (0.45%) Active Directory
9 9 (0.45%) Varnish
10 8 (0.40%) Hyper-V
11 6 (0.30%) flannel
12 5 (0.25%) VirtualBox
13 4 (0.20%) KVM
13 4 (0.20%) NFS
14 3 (0.15%) Oracle RAC
15 2 (0.10%) Corosync
15 2 (0.10%) OpenIDM
15 2 (0.10%) Snort
Systems Management
1 308 (15.53%) Puppet
2 277 (13.97%) Ansible
3 184 (9.28%) Opscode Chef
4 183 (9.23%) Kubernetes
5 146 (7.36%) Grafana
6 133 (6.71%) Terraform
7 100 (5.04%) Kibana
8 75 (3.78%) logstash
9 62 (3.13%) HAProxy
10 48 (2.42%) Prometheus
11 45 (2.27%) Salt
12 39 (1.97%) Nagios
13 36 (1.82%) Icinga
14 28 (1.41%) Cobbler
14 28 (1.41%) Docker Swarm
15 27 (1.36%) Oozie
16 20 (1.01%) Galera Cluster
17 19 (0.96%) Hadoop YARN
17 19 (0.96%) Mesos
18 14 (0.71%) Graylog
Vendors
1 213 (10.74%) Oracle
2 156 (7.87%) Red Hat
3 148 (7.46%) Microsoft
4 107 (5.40%) Google
5 96 (4.84%) Splunk
6 70 (3.53%) IBM
7 46 (2.32%) Cloudera
8 45 (2.27%) VMware
9 41 (2.07%) New Relic
9 41 (2.07%) SaltStack
10 36 (1.82%) SAP
11 34 (1.71%) AppDynamics
12 32 (1.61%) MapR
13 31 (1.56%) Sitecore
14 29 (1.46%) Tableau
15 28 (1.41%) Hortonworks
16 26 (1.31%) Alteryx
17 24 (1.21%) Talend
17 24 (1.21%) webMethods
18 20 (1.01%) Informatica