Period
to 24 January 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 24 January 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
24 Jan 2018
Same period 2017 Same period 2016
Rank 127 142 143
Rank change year-on-year +15 +1 +59
Contract jobs citing MongoDB 2,044 1,786 1,810
As % of all contract IT jobs advertised in the UK 2.03% 1.84% 1.70%
As % of the Database & Business Intelligence category 9.25% 8.16% 7.38%
Number of daily rates quoted 1,557 1,310 1,456
UK median daily rate £500 £484 £475
Median daily rate % change year-on-year +3.36% +1.84% +5.56%
10th Percentile £363 £356 £325
90th Percentile £639 £638 £613
UK excluding London median daily rate £450 £450 £425
% change year-on-year - +5.88% -
Number of hourly rates quoted 8 0 4
UK median hourly rate £45.00 - £50.00
10th Percentile £17.28 - £42.25
90th Percentile £48.25 - £52.50
UK excluding London median hourly rate £45.00 - £40.00

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 22,104 21,876 24,514
As % of all contract IT jobs advertised in the UK 21.98% 22.56% 23.07%
Number of daily rates quoted 15,381 14,584 16,354
UK median daily rate £455 £425 £415
Median daily rate % change year-on-year +7.06% +2.41% +3.75%
10th Percentile £310 £288 £275
90th Percentile £625 £600 £588
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +7.14%
Number of hourly rates quoted 254 314 425
UK median hourly rate £30.63 £28.18 £30.00
Median hourly rate % change year-on-year +8.68% -6.07% +9.09%
10th Percentile £14.54 £10.15 £12.00
90th Percentile £56.41 £48.64 £52.50
UK excluding London median hourly rate £35.00 £26.50 £29.00
% change year-on-year +32.08% -8.62% +11.54%

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 24 January 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 24 January 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 24 January 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 +11 1,866 £500 +2.41% 627
London +14 1,070 £525 - 291
UK excluding London +13 953 £450 - 359
North of England -5 265 £430 -4.44% 92
South East +9 262 £488 +9.55% 98
Yorkshire -9 140 £438 -2.78% 37
Midlands +9 124 £475 - 64
North West +7 117 £430 - 48
East of England +37 102 £488 -7.14% 49
Scotland +38 79 £380 -5.00% 17
Wales +20 72 £475 +5.56% 6
West Midlands +1 65 £475 +3.26% 36
East Midlands +20 60 £400 -27.27% 27
South West -1 51 £433 - 33
North East +6 22 £511 +16.73% 7
Northern Ireland -17 9 £263 -

For the 6 months to 24 January 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 1,248 (61.06%) Agile Software Development
2 1,016 (49.71%) Java
3 875 (42.81%) NoSQL
4 763 (37.33%) JavaScript
5 683 (33.41%) Git (software)
6 656 (32.09%) TDD
7 606 (29.65%) SQL
8 604 (29.55%) Linux
9 535 (26.17%) Amazon AWS
10 530 (25.93%) Jenkins
11 519 (25.39%) DevOps
12 491 (24.02%) Docker
13 482 (23.58%) Microservices
14 472 (23.09%) BDD
15 460 (22.50%) Node.js
16 456 (22.31%) Spring
17 454 (22.21%) MySQL
18 453 (22.16%) Continuous Integration
19 452 (22.11%) Python
20 450 (22.02%) PostgreSQL
21 449 (21.97%) AngularJS
22 444 (21.72%) Scrum
23 422 (20.65%) HTML
24 413 (20.21%) Test Automation
25 409 (20.01%) REST
26 394 (19.28%) CSS
27 389 (19.03%) Finance
28 352 (17.22%) Open Source
29 339 (16.59%) Scala
30 333 (16.29%) C#

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
1 177 (8.66%) Elasticsearch
2 163 (7.97%) Apache Spark
3 151 (7.39%) Confluence
4 139 (6.80%) Apache
5 126 (6.16%) Tomcat
6 121 (5.92%) JBoss
7 85 (4.16%) nginx
8 77 (3.77%) WebLogic
9 62 (3.03%) Apache Pig
10 53 (2.59%) OpenStack
11 52 (2.54%) Jetty
12 44 (2.15%) NServiceBus
13 40 (1.96%) Apache Solr
14 39 (1.91%) Cloud Foundry
15 38 (1.86%) CMS
16 27 (1.32%) Sitecore CMS
16 27 (1.32%) WebSphere
17 21 (1.03%) Mule
18 20 (0.98%) Jupyter
19 19 (0.93%) IIS
Applications
1 13 (0.64%) Microsoft Excel
2 9 (0.44%) HipChat
3 3 (0.15%) Microsoft Office
3 3 (0.15%) MS Visio
3 3 (0.15%) Simulink
4 1 (0.049%) Gephi
4 1 (0.049%) GNU Octave
4 1 (0.049%) Microsoft PowerPoint
4 1 (0.049%) Microsoft Project
Business Applications
1 2 (0.098%) Payment Gateway
2 1 (0.049%) ION MarketView
2 1 (0.049%) Magento
2 1 (0.049%) Oracle SCM
2 1 (0.049%) Primavera
2 1 (0.049%) Remedy ITSM
2 1 (0.049%) SAP Oil and Gas
Cloud Services
1 535 (26.17%) Amazon AWS
2 186 (9.10%) Microsoft Azure
3 89 (4.35%) PaaS
4 74 (3.62%) Slack
5 73 (3.57%) GitHub
6 62 (3.03%) Amazon S3
7 61 (2.98%) Amazon EC2
8 55 (2.69%) Google Analytics
9 47 (2.30%) AWS CloudFormation
10 45 (2.20%) OpenShift
11 39 (1.91%) IaaS
12 37 (1.81%) Google Cloud Platform
13 36 (1.76%) Heroku
14 35 (1.71%) SaaS
15 31 (1.52%) Cloud Computing
16 30 (1.47%) Serverless
17 28 (1.37%) Amazon SQS
18 25 (1.22%) Amazon ELB
19 24 (1.17%) AWS Lambda
20 23 (1.13%) Amazon CloudWatch
Communications & Networking
1 157 (7.68%) HTTP
2 109 (5.33%) TCP/IP
3 103 (5.04%) SSL
4 57 (2.79%) Firewall
5 52 (2.54%) DNS
6 48 (2.35%) Internet
7 24 (1.17%) FTP
8 17 (0.83%) AMQP
9 14 (0.68%) SMS
10 12 (0.59%) DHCP
11 10 (0.49%) IPsec
11 10 (0.49%) Kerberos
12 8 (0.39%) VPN
13 7 (0.34%) Network Security
13 7 (0.34%) SAN
14 5 (0.24%) HTTPS
15 3 (0.15%) F5 BIG-IP LTM
15 3 (0.15%) IMAP
15 3 (0.15%) Reverse Proxy
15 3 (0.15%) SMTP
Database & Business Intelligence
1 875 (42.81%) NoSQL
2 454 (22.21%) MySQL
3 450 (22.02%) PostgreSQL
4 300 (14.68%) Apache Cassandra
5 268 (13.11%) SQL Server
6 255 (12.48%) Hadoop
7 224 (10.96%) Relational Database
8 214 (10.47%) Big Data
9 199 (9.74%) Redis
10 114 (5.58%) HBase
11 106 (5.19%) Apache Hive
12 75 (3.67%) Data Warehouse
13 74 (3.62%) Amazon DynamoDB
14 55 (2.69%) Neo4j
15 52 (2.54%) Couchbase
16 48 (2.35%) RDBMS
17 43 (2.10%) CouchDB
18 38 (1.86%) SQL Server Integration Services
19 33 (1.61%) Amazon RDS
19 33 (1.61%) DB2
Development Applications
1 683 (33.41%) Git (software)
2 530 (25.93%) Jenkins
3 217 (10.62%) JIRA
4 210 (10.27%) Cucumber
5 161 (7.88%) Subversion
6 150 (7.34%) Maven
7 144 (7.05%) Selenium
8 132 (6.46%) JUnit
9 116 (5.68%) IntelliJ
10 99 (4.84%) TeamCity
11 70 (3.42%) Sonatype Nexus
12 63 (3.08%) Gradle
13 58 (2.84%) gulp
14 53 (2.59%) Mockito
15 52 (2.54%) Grunt
16 51 (2.50%) Atlassian Bamboo
16 51 (2.50%) Jasmine
17 49 (2.40%) Vagrant
18 45 (2.20%) Octopus Deploy
18 45 (2.20%) SpecFlow
General
1 389 (19.03%) Finance
2 189 (9.25%) Banking
3 75 (3.67%) Games
4 72 (3.52%) Marketing
5 63 (3.08%) Investment Banking
6 47 (2.30%) Retail
7 29 (1.42%) Advertising
8 28 (1.37%) Front Office
8 28 (1.37%) Telecoms
9 19 (0.93%) Publishing
10 18 (0.88%) Electronics
11 16 (0.78%) Financial Institution
12 13 (0.64%) Manufacturing
13 9 (0.44%) International Banking
14 8 (0.39%) Law
15 6 (0.29%) Back Office
15 6 (0.29%) Retail Banking
16 4 (0.20%) Aerospace
17 3 (0.15%) French Language
17 3 (0.15%) Pharmaceutical
Job Titles
1 1,187 (58.07%) Developer
2 525 (25.68%) Java Developer
3 218 (10.67%) DevOps Engineer
4 160 (7.83%) Architect
4 160 (7.83%) Senior Developer
5 153 (7.49%) Full Stack Developer
6 126 (6.16%) JavaScript Developer
7 123 (6.02%) C# Developer
8 110 (5.38%) .NET Developer
9 92 (4.50%) Node.js Developer
10 85 (4.16%) Scala Developer
11 77 (3.77%) Linux Engineer
11 77 (3.77%) Senior Java Developer
11 77 (3.77%) Software Engineer
12 67 (3.28%) AWS Engineer
12 67 (3.28%) Linux/Unix DevOps
13 66 (3.23%) AWS DevOps
14 60 (2.94%) Linux DevOps Engineer
15 58 (2.84%) DBA
15 58 (2.84%) Java Engineer
Libraries, Frameworks & Software Standards
1 460 (22.50%) Node.js
2 456 (22.31%) Spring
3 449 (21.97%) AngularJS
4 422 (20.65%) HTML
5 409 (20.01%) REST
6 394 (19.28%) CSS
7 322 (15.75%) Web Services
8 311 (15.22%) .NET
9 301 (14.73%) React
10 281 (13.75%) HTML5
11 280 (13.70%) RESTful
12 223 (10.91%) Hibernate
13 211 (10.32%) Spring Boot
14 205 (10.03%) JSON
15 201 (9.83%) Kafka
16 169 (8.27%) Play Framework
17 164 (8.02%) SOAP
18 156 (7.63%) RabbitMQ
19 136 (6.65%) XML
20 133 (6.51%) jQuery
Miscellaneous
1 159 (7.78%) Greenfield Project
2 76 (3.72%) Analytical Skills
3 75 (3.67%) Fintech
4 70 (3.42%) Computer Science
5 68 (3.33%) User Experience
6 63 (3.08%) Algorithms
7 52 (2.54%) Data Structures
8 50 (2.45%) Enterprise Software
9 48 (2.35%) Replication
10 40 (1.96%) Mobile App
11 39 (1.91%) Hedge funds
12 35 (1.71%) Clustering
13 34 (1.66%) Public Cloud
14 32 (1.57%) Data Centre
15 25 (1.22%) Credit Risk
15 25 (1.22%) Virtual Team
16 23 (1.13%) Device Driver
17 21 (1.03%) Fixed Income
17 21 (1.03%) Online Games
18 20 (0.98%) Market Risk
Operating Systems
1 604 (29.55%) Linux
2 183 (8.95%) Unix
3 134 (6.56%) Red Hat Enterprise Linux
4 100 (4.89%) Windows
5 89 (4.35%) Ubuntu
6 64 (3.13%) CentOS
7 43 (2.10%) Mac OS X
8 40 (1.96%) Android
9 38 (1.86%) Apple iOS
10 17 (0.83%) Windows Server
11 11 (0.54%) CoreOS
12 9 (0.44%) Windows Server 2008
13 7 (0.34%) Fedora
13 7 (0.34%) Windows 10
14 6 (0.29%) SmartOS
14 6 (0.29%) Windows Server 2012
15 3 (0.15%) AIX
15 3 (0.15%) DC/OS
15 3 (0.15%) Kali Linux
15 3 (0.15%) Mac OS
Processes & Methodologies
1 1,248 (61.06%) Agile Software Development
2 656 (32.09%) TDD
3 519 (25.39%) DevOps
4 482 (23.58%) Microservices
5 472 (23.09%) BDD
6 453 (22.16%) Continuous Integration
7 444 (21.72%) Scrum
8 413 (20.21%) Test Automation
9 352 (17.22%) Open Source
10 333 (16.29%) Software Engineering
11 223 (10.91%) Kanban
12 219 (10.71%) MVC
13 181 (8.86%) Continuous Delivery
14 173 (8.46%) Configuration Management
15 167 (8.17%) OO
16 160 (7.83%) Analytics
17 150 (7.34%) E-Commerce
18 138 (6.75%) Mentoring
19 134 (6.56%) Pair Programming
20 129 (6.31%) Domain-Driven Design
Programming Languages
1 1,016 (49.71%) Java
2 763 (37.33%) JavaScript
3 606 (29.65%) SQL
4 452 (22.11%) Python
5 339 (16.59%) Scala
6 333 (16.29%) C#
7 192 (9.39%) Ruby
8 182 (8.90%) Bash Shell
9 113 (5.53%) Groovy
10 102 (4.99%) PHP
11 76 (3.72%) Shell Script
12 75 (3.67%) Go
13 71 (3.47%) R
14 68 (3.33%) ES6
14 68 (3.33%) Perl
15 56 (2.74%) TypeScript
16 46 (2.25%) T-SQL
17 34 (1.66%) C++
18 31 (1.52%) PL/SQL
19 30 (1.47%) C
Qualifications
1 140 (6.85%) Security Cleared
2 87 (4.26%) Degree
2 87 (4.26%) SC Cleared
3 35 (1.71%) BPSS Clearance
4 32 (1.57%) Computer Science Degree
5 14 (0.68%) Master's Degree
6 13 (0.64%) Numerate Degree
7 11 (0.54%) DBS Check
7 11 (0.54%) DV Cleared
8 5 (0.24%) CHECK Team Member
8 5 (0.24%) CREST Certified
9 4 (0.20%) BC Cleared
10 3 (0.15%) AWS Certification
11 2 (0.098%) HND
11 2 (0.098%) Microsoft Certification
11 2 (0.098%) PRINCE2 Certification
12 1 (0.049%) ISEB
12 1 (0.049%) MCSA
12 1 (0.049%) MCSE
12 1 (0.049%) PhD
Quality Assurance & Compliance
1 128 (6.26%) QA
2 20 (0.98%) PCI DSS
3 19 (0.93%) GDPR
4 17 (0.83%) GCP
5 15 (0.73%) Data Quality
6 14 (0.68%) Disclosure Scotland
7 12 (0.59%) PSD2
8 4 (0.20%) MiFID
9 2 (0.098%) SEPA
9 2 (0.098%) SLA
10 1 (0.049%) PMO
10 1 (0.049%) WAI
10 1 (0.049%) WCAG
System Software
1 491 (24.02%) Docker
2 45 (2.20%) HDFS
3 42 (2.05%) VMware Infrastructure
4 36 (1.76%) Apache Flume
5 32 (1.57%) Virtual Machines
6 23 (1.13%) Active Directory
7 18 (0.88%) vCloud
8 11 (0.54%) Apache ZooKeeper
9 7 (0.34%) Hyper-V
10 6 (0.29%) KVM
11 5 (0.24%) LXC
12 4 (0.20%) Oracle RAC
13 3 (0.15%) Cronacle
13 3 (0.15%) NFS
13 3 (0.15%) vSphere
14 2 (0.098%) OpenDJ
14 2 (0.098%) OpenIDM
14 2 (0.098%) Snort
14 2 (0.098%) Varnish
14 2 (0.098%) Xen
Systems Management
1 318 (15.56%) Puppet
2 270 (13.21%) Ansible
3 188 (9.20%) Opscode Chef
4 145 (7.09%) Kubernetes
5 124 (6.07%) Grafana
6 116 (5.68%) Terraform
7 93 (4.55%) Kibana
8 58 (2.84%) logstash
9 42 (2.05%) Cobbler
10 41 (2.01%) Prometheus
11 40 (1.96%) Salt
12 36 (1.76%) Nagios
13 35 (1.71%) Icinga
14 26 (1.27%) HAProxy
15 23 (1.13%) Galera Cluster
16 22 (1.08%) ZABBIX
17 21 (1.03%) Docker Swarm
18 20 (0.98%) StatsD
19 19 (0.93%) Mesos
20 17 (0.83%) Hadoop YARN
Vendors
1 187 (9.15%) Oracle
2 143 (7.00%) Microsoft
3 133 (6.51%) Red Hat
4 98 (4.79%) Google
5 93 (4.55%) Splunk
6 77 (3.77%) VMware
7 68 (3.33%) IBM
8 57 (2.79%) New Relic
9 49 (2.40%) SaltStack
10 34 (1.66%) Sitecore
11 30 (1.47%) Cloudera
11 30 (1.47%) MapR
12 26 (1.27%) webMethods
13 25 (1.22%) AppDynamics
14 23 (1.13%) SAP
14 23 (1.13%) Tableau
15 21 (1.03%) Informatica
16 20 (0.98%) Salesforce.com
17 19 (0.93%) Hortonworks
18 18 (0.88%) Adobe