Period
to 20 April 2018

The following table provides summary statistics for permanent job vacancies with a requirement for MongoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MongoDB over the 6 months to 20 April 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 137 146 180
Rank change year-on-year +9 +34 +50
Permanent jobs citing MongoDB 4,274 3,998 3,950
As % of all permanent IT jobs advertised in the UK 2.41% 2.32% 1.93%
As % of the Database & Business Intelligence category 7.86% 7.57% 6.14%
Number of salaries quoted 3,605 3,486 3,463
UK median annual salary £52,500 £55,000 £55,000
Median salary % change year-on-year -4.55% - +4.76%
10th Percentile £31,350 £32,500 £33,750
90th Percentile £82,500 £80,000 £81,250
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54,362 52,785 64,336
As % of all permanent IT jobs advertised in the UK 30.63% 30.59% 31.44%
Number of salaries quoted 45,302 45,019 54,696
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £29,750 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

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
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB.

Salary trend for MongoDB in the UK

MongoDB
Salary Histogram

The salary distribution of IT jobs citing MongoDB over the 6 months to 20 April 2018.

Salary histogram for MongoDB in the UK

MongoDB
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the UK over the 6 months to 20 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +12 3,996 £55,000 - 609
UK excluding London +24 2,406 £47,500 +5.56% 350
London -16 1,792 £65,000 +4.00% 285
North of England +61 643 £45,000 - 104
South East +30 555 £50,000 - 89
North West +45 371 £47,500 +2.15% 67
Midlands -5 350 £45,000 +5.88% 49
East of England +73 345 £54,250 +8.50% 46
South West -32 304 £47,500 +5.56% 36
Yorkshire +57 207 £47,500 +5.56% 28
West Midlands -9 193 £42,500 - 26
East Midlands +2 157 £47,500 +5.56% 22
Scotland +7 154 £45,000 +12.50% 16
North East +1 66 £32,500 - 9
Wales -24 54 £34,500 -5.48% 4
Northern Ireland +1 3 £85,000 +150.00% 6

For the 6 months to 20 April 2018, IT 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 permanent job ads with a requirement for MongoDB.

1 2,353 (55.05%) Agile Software Development
2 1,771 (41.44%) JavaScript
3 1,631 (38.16%) NoSQL
4 1,573 (36.80%) Java
5 1,423 (33.29%) Amazon AWS
6 1,398 (32.71%) SQL
6 1,398 (32.71%) AngularJS
7 1,268 (29.67%) C#
8 1,257 (29.41%) HTML
9 1,252 (29.29%) .NET
10 1,176 (27.52%) Node.js
11 1,150 (26.91%) Microsoft Azure
12 1,148 (26.86%) TDD
13 1,123 (26.28%) CSS
14 1,117 (26.13%) Linux
14 1,117 (26.13%) Python
15 1,067 (24.96%) SQL Server
16 993 (23.23%) MVC
17 986 (23.07%) MySQL
17 986 (23.07%) Software Engineering
18 968 (22.65%) Git (software)
19 964 (22.55%) Docker
20 952 (22.27%) Scrum
21 876 (20.50%) DevOps
22 842 (19.70%) Finance
23 798 (18.67%) HTML5
24 744 (17.41%) ASP.NET
25 737 (17.24%) Elasticsearch
26 721 (16.87%) Microservices
27 694 (16.24%) RESTful

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
1 737 (17.24%) Elasticsearch
2 426 (9.97%) Apache Spark
3 238 (5.57%) Tomcat
4 223 (5.22%) Apache
5 169 (3.95%) JBoss
6 144 (3.37%) CMS
7 128 (2.99%) Apache Solr
7 128 (2.99%) OpenStack
8 118 (2.76%) Confluence
9 100 (2.34%) Apache Pig
10 92 (2.15%) nginx
11 91 (2.13%) Jetty
12 90 (2.11%) WebLogic
13 88 (2.06%) Oracle SOA Suite
14 82 (1.92%) SAS
15 69 (1.61%) IIS
16 47 (1.10%) WebSphere
17 46 (1.08%) EPiServer
18 43 (1.01%) Mule
19 35 (0.82%) Mule ESB
Applications
1 30 (0.70%) Photoshop
2 28 (0.66%) Microsoft Excel
3 16 (0.37%) Adobe Illustrator
4 13 (0.30%) SPSS
4 13 (0.30%) Weka
5 11 (0.26%) Acrobat
6 9 (0.21%) GNU Octave
7 8 (0.19%) Chatbot
8 7 (0.16%) Microsoft Office
9 6 (0.14%) Microsoft PowerPoint
10 4 (0.094%) MS Visio
10 4 (0.094%) Stata
11 1 (0.023%) Blender
11 1 (0.023%) CPLEX
11 1 (0.023%) HipChat
11 1 (0.023%) Maya
Business Applications
1 23 (0.54%) Eloqua
2 17 (0.40%) Dynamics CRM
3 8 (0.19%) Documaker
4 6 (0.14%) Payment Gateway
5 3 (0.070%) BusinessWorks
5 3 (0.070%) Magento
5 3 (0.070%) NetSuite
5 3 (0.070%) Remedy ITSM
5 3 (0.070%) Staffware
5 3 (0.070%) Unit4 Business World
5 3 (0.070%) Workday HCM
6 2 (0.047%) Distributed Ledger
6 2 (0.047%) Dynamics NAV
6 2 (0.047%) ION MarketView
6 2 (0.047%) Shopify
7 1 (0.023%) R3 Corda
7 1 (0.023%) SAP Hybris
Cloud Services
1 1,423 (33.29%) Amazon AWS
2 1,150 (26.91%) Microsoft Azure
3 235 (5.50%) Google Cloud Platform
4 200 (4.68%) GitHub
5 196 (4.59%) SaaS
6 132 (3.09%) npm
7 117 (2.74%) PaaS
8 115 (2.69%) Amazon EC2
9 110 (2.57%) Amazon S3
10 104 (2.43%) Cloud Computing
11 83 (1.94%) Serverless
12 71 (1.66%) IaaS
13 65 (1.52%) AWS CloudFormation
14 39 (0.91%) AWS Lambda
15 34 (0.80%) CloudFront
16 30 (0.70%) Amazon Kinesis
17 29 (0.68%) OpenShift
18 27 (0.63%) Trello
19 23 (0.54%) DigitalOcean
19 23 (0.54%) Virtual Private Cloud
Communications & Networking
1 122 (2.85%) HTTP
2 93 (2.18%) Internet
3 85 (1.99%) DNS
4 70 (1.64%) TCP/IP
5 51 (1.19%) Firewall
6 46 (1.08%) SSL
7 39 (0.91%) SMS
8 35 (0.82%) AMQP
9 23 (0.54%) SMTP
10 22 (0.51%) VPN
11 18 (0.42%) Network Security
12 17 (0.40%) SMPP
12 17 (0.40%) SSH
13 13 (0.30%) IPsec
13 13 (0.30%) SNMP
14 11 (0.26%) LAN
14 11 (0.26%) SAN
15 10 (0.23%) DHCP
15 10 (0.23%) HTTPS
15 10 (0.23%) OpenVPN
Database & Business Intelligence
1 1,631 (38.16%) NoSQL
2 1,067 (24.96%) SQL Server
3 986 (23.07%) MySQL
4 645 (15.09%) Apache Cassandra
5 561 (13.13%) Hadoop
6 559 (13.08%) Big Data
7 547 (12.80%) PostgreSQL
8 383 (8.96%) Relational Database
9 374 (8.75%) Redis
10 314 (7.35%) SQL Server 2016
11 258 (6.04%) RavenDB
12 240 (5.62%) Amazon DynamoDB
13 194 (4.54%) HBase
14 165 (3.86%) Apache Hive
14 165 (3.86%) RDBMS
15 156 (3.65%) Neo4j
16 149 (3.49%) Couchbase
17 124 (2.90%) MariaDB
18 91 (2.13%) Riak
19 78 (1.82%) SQL Server 2014
Development Applications
1 968 (22.65%) Git (software)
2 634 (14.83%) Jenkins
3 302 (7.07%) TeamCity
4 295 (6.90%) JIRA
5 233 (5.45%) Selenium
6 223 (5.22%) Subversion
7 203 (4.75%) Maven
8 171 (4.00%) Vagrant
9 168 (3.93%) JUnit
10 144 (3.37%) Octopus Deploy
11 139 (3.25%) gulp
12 120 (2.81%) Cucumber
13 107 (2.50%) webpack
14 106 (2.48%) Team Foundation Server
15 103 (2.41%) Atlassian Bamboo
16 95 (2.22%) Mocha
17 80 (1.87%) Visual Studio
18 78 (1.82%) Grunt
19 71 (1.66%) Gradle
20 63 (1.47%) Eclipse
General
1 842 (19.70%) Finance
2 267 (6.25%) Retail
3 217 (5.08%) Banking
4 184 (4.31%) Marketing
5 165 (3.86%) Games
6 115 (2.69%) Advertising
7 101 (2.36%) Telecoms
8 73 (1.71%) Investment Banking
9 69 (1.61%) Manufacturing
10 48 (1.12%) Retail Banking
11 47 (1.10%) Law
12 39 (0.91%) Electronics
13 37 (0.87%) Back Office
14 33 (0.77%) Billing
15 27 (0.63%) Financial Institution
16 26 (0.61%) Legal
17 24 (0.56%) Automotive
18 21 (0.49%) Publishing
19 16 (0.37%) Front Office
20 10 (0.23%) French Language
Job Titles
1 2,524 (59.05%) Developer
2 714 (16.71%) .NET Developer
3 637 (14.90%) Java Developer
4 456 (10.67%) Senior Developer
5 373 (8.73%) Software Engineer
6 285 (6.67%) Full Stack Developer
7 258 (6.04%) C# Developer
8 238 (5.57%) DevOps Engineer
9 231 (5.40%) Architect
10 219 (5.12%) Software Developer
11 216 (5.05%) PHP Developer
12 205 (4.80%) JavaScript Developer
13 180 (4.21%) Java Engineer
14 173 (4.05%) C# .NET Developer
15 158 (3.70%) Data Engineer
16 152 (3.56%) Junior
17 151 (3.53%) Node.js Developer
18 143 (3.35%) .NET Developer - Fintech
19 136 (3.18%) Senior Software Engineer
20 133 (3.11%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1,398 (32.71%) AngularJS
2 1,257 (29.41%) HTML
3 1,252 (29.29%) .NET
4 1,176 (27.52%) Node.js
5 1,123 (26.28%) CSS
6 798 (18.67%) HTML5
7 744 (17.41%) ASP.NET
8 694 (16.24%) RESTful
9 684 (16.00%) React
10 644 (15.07%) Spring
11 612 (14.32%) REST
12 608 (14.23%) ASP.NET MVC
13 576 (13.48%) Web Services
14 565 (13.22%) Twitter Bootstrap
15 534 (12.49%) CSS3
16 448 (10.48%) RabbitMQ
17 441 (10.32%) jQuery
18 372 (8.70%) Kafka
19 339 (7.93%) ASP.NET Web API
20 337 (7.88%) ASP.NET MVC 5
Miscellaneous
1 566 (13.24%) Computer Science
2 359 (8.40%) Fintech
3 316 (7.39%) Analytical Skills
4 261 (6.11%) User Experience
5 232 (5.43%) Greenfield Project
6 163 (3.81%) Algorithms
7 117 (2.74%) Mobile App
8 109 (2.55%) Enterprise Software
9 89 (2.08%) Linux Command Line
10 86 (2.01%) Self-Motivation
11 83 (1.94%) Data Centre
12 80 (1.87%) Public Cloud
13 75 (1.75%) Data Structures
14 67 (1.57%) Clustering
15 50 (1.17%) Replication
16 47 (1.10%) Cloud Native
17 45 (1.05%) Private Cloud
18 39 (0.91%) Management Information System
19 36 (0.84%) Social Media
20 34 (0.80%) Hedge funds
Operating Systems
1 1,117 (26.13%) Linux
2 296 (6.93%) Windows
3 241 (5.64%) Unix
4 114 (2.67%) CentOS
5 104 (2.43%) Android
6 90 (2.11%) Apple iOS
7 83 (1.94%) Windows Server
8 72 (1.68%) Ubuntu
9 69 (1.61%) Red Hat Enterprise Linux
10 53 (1.24%) Debian
11 32 (0.75%) Windows Server 2012
12 13 (0.30%) Solaris
13 12 (0.28%) CoreOS
14 10 (0.23%) Windows Server 2008
15 9 (0.21%) AIX
15 9 (0.21%) Mac OS X
15 9 (0.21%) VMS
15 9 (0.21%) Windows 7
16 7 (0.16%) DC/OS
17 5 (0.12%) Mac OS
Processes & Methodologies
1 2,353 (55.05%) Agile Software Development
2 1,148 (26.86%) TDD
3 993 (23.23%) MVC
4 986 (23.07%) Software Engineering
5 952 (22.27%) Scrum
6 876 (20.50%) DevOps
7 721 (16.87%) Microservices
8 644 (15.07%) Continuous Integration
9 561 (13.13%) BDD
10 532 (12.45%) OO
11 488 (11.42%) Analytics
12 461 (10.79%) Problem-Solving
13 438 (10.25%) Web Application Development
14 421 (9.85%) Open Source
15 419 (9.80%) Test Automation
16 391 (9.15%) Machine Learning
17 363 (8.49%) Web Development
18 338 (7.91%) Kanban
19 332 (7.77%) Data Science
20 292 (6.83%) Multithreading
Programming Languages
1 1,771 (41.44%) JavaScript
2 1,573 (36.80%) Java
3 1,398 (32.71%) SQL
4 1,268 (29.67%) C#
5 1,117 (26.13%) Python
6 535 (12.52%) PHP
7 507 (11.86%) Ruby
8 390 (9.12%) Scala
9 278 (6.50%) Java 8
10 263 (6.15%) Bash Shell
11 246 (5.76%) C++
12 214 (5.01%) Go
13 187 (4.38%) PowerShell
14 173 (4.05%) ES6
15 170 (3.98%) R
16 164 (3.84%) TypeScript
17 161 (3.77%) F#
18 158 (3.70%) Perl
19 141 (3.30%) T-SQL
20 111 (2.60%) C
Qualifications
1 673 (15.75%) Degree
2 235 (5.50%) Computer Science Degree
3 120 (2.81%) Security Cleared
4 64 (1.50%) Master's Degree
5 44 (1.03%) PhD
6 40 (0.94%) SAFe Agilist
7 36 (0.84%) Numerate Degree
8 34 (0.80%) DV Cleared
9 21 (0.49%) AWS Certification
9 21 (0.49%) SC Cleared
10 12 (0.28%) ISTQB
11 11 (0.26%) Microsoft Certification
12 10 (0.23%) BPSS Clearance
13 8 (0.19%) HND
13 8 (0.19%) MCSE
14 7 (0.16%) ISTQB Foundation Certification
15 5 (0.12%) CCIE
15 5 (0.12%) CCIE Security
15 5 (0.12%) Cisco Certification
15 5 (0.12%) ITIL Certification
Quality Assurance & Compliance
1 141 (3.30%) QA
2 74 (1.73%) GCP
3 23 (0.54%) Data Quality
4 18 (0.42%) PCI DSS
5 15 (0.35%) SLA
6 11 (0.26%) ISO/IEC 27001
7 9 (0.21%) Solvency II
8 7 (0.16%) GDPR
9 6 (0.14%) MiFID
10 5 (0.12%) PSD2
11 4 (0.094%) EMIR
11 4 (0.094%) HIPAA
12 3 (0.070%) ISO 9001
12 3 (0.070%) WAI
13 2 (0.047%) COBIT
13 2 (0.047%) Dodd-Frank
13 2 (0.047%) FATCA
13 2 (0.047%) Sarbanes-Oxley
13 2 (0.047%) SEPA
13 2 (0.047%) TickIT
System Software
1 964 (22.55%) Docker
2 105 (2.46%) VMware Infrastructure
3 80 (1.87%) Apache Flume
4 65 (1.52%) HDFS
5 35 (0.82%) Apache ZooKeeper
6 22 (0.51%) VirtualBox
7 20 (0.47%) Virtual Machines
8 17 (0.40%) Xen
9 14 (0.33%) Hyper-V
10 13 (0.30%) KVM
10 13 (0.30%) Varnish
11 10 (0.23%) Active Directory
12 9 (0.21%) iptables
13 8 (0.19%) LXC
13 8 (0.19%) Samba
14 7 (0.16%) QEMU
14 7 (0.16%) vCloud
15 5 (0.12%) etcd
15 5 (0.12%) vSphere
16 4 (0.094%) Oracle RAC
Systems Management
1 434 (10.15%) Ansible
2 409 (9.57%) Puppet
3 374 (8.75%) Opscode Chef
4 354 (8.28%) Kubernetes
5 223 (5.22%) Kibana
6 204 (4.77%) Terraform
7 97 (2.27%) Business Desktop Deployment
7 97 (2.27%) WSUS
8 84 (1.97%) Nagios
9 51 (1.19%) logstash
10 45 (1.05%) Cobbler
11 41 (0.96%) HAProxy
11 41 (0.96%) ZABBIX
12 40 (0.94%) Packer
13 31 (0.73%) Mesos
14 27 (0.63%) Graphite
14 27 (0.63%) Marathon
15 25 (0.58%) Oozie
15 25 (0.58%) Rancher
16 23 (0.54%) Prometheus
Vendors
1 571 (13.36%) Oracle
2 403 (9.43%) Microsoft
3 397 (9.29%) Google
4 147 (3.44%) VMware
5 106 (2.48%) IBM
6 104 (2.43%) Cloudera
7 87 (2.04%) Splunk
8 80 (1.87%) New Relic
9 77 (1.80%) Red Hat
10 69 (1.61%) Tableau
11 67 (1.57%) Sybase
12 64 (1.50%) Zend
13 58 (1.36%) Hortonworks
14 54 (1.26%) Sitecore
15 52 (1.22%) SAP
16 45 (1.05%) Apple
17 44 (1.03%) Informatica
18 37 (0.87%) AppDynamics
18 37 (0.87%) Atlassian
18 37 (0.87%) Capita