Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 136 141 184
Rank change year-on-year +5 +43 +27
Permanent jobs citing MongoDB 4,246 4,182 3,846
As % of all permanent IT jobs advertised in the UK 2.44% 2.42% 1.91%
As % of the Database & Business Intelligence category 7.97% 7.86% 6.26%
Number of salaries quoted 3,418 3,552 3,376
UK median annual salary £52,500 £55,000 £55,000
Median salary % change year-on-year -4.55% - +4.76%
10th Percentile £32,500 £31,250 £33,750
90th Percentile £82,500 £80,000 £82,500
UK excluding London median annual salary £47,500 £45,000 £47,500
% change year-on-year +5.56% -5.26% +5.56%

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 53,265 53,202 61,402
As % of all permanent IT jobs advertised in the UK 30.64% 30.74% 30.48%
Number of salaries quoted 43,563 44,973 52,297
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,500 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,127
% change year-on-year +5.88% +3.34% +2.82%

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 24 June 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 24 June 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 +8 3,949 £55,000 - 624
UK excluding London +13 2,293 £47,500 +5.56% 396
London -14 1,846 £65,000 - 266
North of England +57 617 £47,500 +5.56% 107
South East -7 554 £50,000 - 126
North West +60 385 £47,500 - 67
Midlands -27 322 £45,000 +5.88% 49
East of England +45 317 £55,000 +15.79% 40
South West -26 287 £47,500 +5.56% 36
West Midlands -34 191 £45,000 +12.50% 26
Yorkshire +38 185 £47,500 +11.76% 30
Scotland +1 147 £45,000 +12.50% 21
East Midlands -5 131 £47,500 +5.56% 22
Wales -3 51 £36,000 +2.86% 12
North East -10 48 £40,000 +33.33% 10
Northern Ireland +7 2 £35,000 +2.94% 5

For the 6 months to 24 June 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 2,298 (54.12%) Agile Software Development
2 1,840 (43.33%) JavaScript
3 1,661 (39.12%) Java
4 1,658 (39.05%) NoSQL
5 1,487 (35.02%) SQL
6 1,443 (33.98%) AngularJS
7 1,440 (33.91%) Amazon AWS
8 1,263 (29.75%) HTML
9 1,248 (29.39%) .NET
10 1,232 (29.02%) C#
11 1,151 (27.11%) Microsoft Azure
12 1,132 (26.66%) CSS
13 1,114 (26.24%) SQL Server
14 1,110 (26.14%) Linux
14 1,110 (26.14%) Python
15 1,106 (26.05%) TDD
16 1,065 (25.08%) Git (software)
17 1,028 (24.21%) MVC
18 1,005 (23.67%) MySQL
19 997 (23.48%) Node.js
20 995 (23.43%) Software Engineering
21 924 (21.76%) Docker
22 908 (21.38%) Scrum
23 884 (20.82%) Finance
24 840 (19.78%) DevOps
25 806 (18.98%) RESTful
26 786 (18.51%) HTML5
27 774 (18.23%) Spring
28 762 (17.95%) Microservices
29 735 (17.31%) ASP.NET

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
1 709 (16.70%) Elasticsearch
2 366 (8.62%) Apache Spark
3 243 (5.72%) Tomcat
4 226 (5.32%) Apache
5 185 (4.36%) CMS
6 162 (3.82%) JBoss
7 121 (2.85%) Confluence
8 113 (2.66%) Apache Solr
9 104 (2.45%) OpenStack
10 92 (2.17%) Oracle SOA Suite
11 89 (2.10%) WebLogic
12 84 (1.98%) Jetty
13 79 (1.86%) EPiServer
14 77 (1.81%) Apache Pig
15 69 (1.63%) nginx
16 58 (1.37%) SAS
17 53 (1.25%) WebSphere
18 48 (1.13%) Mule
18 48 (1.13%) Sitecore CMS
19 45 (1.06%) IIS
Applications
1 31 (0.73%) Microsoft Excel
2 24 (0.57%) Photoshop
3 14 (0.33%) GNU Octave
4 12 (0.28%) Chatbot
5 9 (0.21%) Adobe Illustrator
6 8 (0.19%) Microsoft Office
7 7 (0.16%) Microsoft PowerPoint
7 7 (0.16%) Weka
8 6 (0.14%) MS Visio
9 5 (0.12%) Acrobat
9 5 (0.12%) Stata
10 2 (0.047%) SPSS
11 1 (0.024%) Blender
11 1 (0.024%) Mingle
Business Applications
1 40 (0.94%) Eloqua
2 17 (0.40%) Documaker
3 13 (0.31%) Dynamics CRM
4 7 (0.16%) Magento
5 5 (0.12%) Sentinel
6 4 (0.094%) Dynamics NAV
6 4 (0.094%) R3 Corda
7 3 (0.071%) Remedy ITSM
7 3 (0.071%) Staffware
8 2 (0.047%) Distributed Ledger
8 2 (0.047%) Dynamics AX
8 2 (0.047%) NetSuite
8 2 (0.047%) Oracle Procure-to-Pay
8 2 (0.047%) Payment Gateway
8 2 (0.047%) Shopify
9 1 (0.024%) Ripple
9 1 (0.024%) SAP Hybris
Cloud Services
1 1,440 (33.91%) Amazon AWS
2 1,151 (27.11%) Microsoft Azure
3 224 (5.28%) Google Cloud Platform
4 216 (5.09%) GitHub
5 211 (4.97%) SaaS
6 164 (3.86%) npm
7 112 (2.64%) Amazon EC2
8 105 (2.47%) Cloud Computing
9 99 (2.33%) PaaS
10 95 (2.24%) Amazon S3
11 85 (2.00%) Serverless
12 77 (1.81%) IaaS
13 70 (1.65%) AWS CloudFormation
14 31 (0.73%) AWS Lambda
15 30 (0.71%) DigitalOcean
15 30 (0.71%) OpenShift
16 27 (0.64%) NuGet
17 26 (0.61%) CloudFront
17 26 (0.61%) Trello
18 25 (0.59%) Amazon Kinesis
Communications & Networking
1 130 (3.06%) HTTP
2 105 (2.47%) Internet
3 103 (2.43%) DNS
4 78 (1.84%) TCP/IP
5 47 (1.11%) SSL
6 40 (0.94%) Firewall
7 32 (0.75%) AMQP
8 31 (0.73%) SMTP
9 30 (0.71%) SMS
10 25 (0.59%) SSH
11 22 (0.52%) SNMP
12 20 (0.47%) FTP
12 20 (0.47%) IPsec
12 20 (0.47%) SMPP
13 19 (0.45%) HTTPS
14 18 (0.42%) DHCP
14 18 (0.42%) OpenVPN
15 17 (0.40%) Cisco Nexus
15 17 (0.40%) LAN
15 17 (0.40%) VPN
Database & Business Intelligence
1 1,658 (39.05%) NoSQL
2 1,114 (26.24%) SQL Server
3 1,005 (23.67%) MySQL
4 619 (14.58%) Apache Cassandra
5 550 (12.95%) PostgreSQL
6 540 (12.72%) Big Data
7 485 (11.42%) Hadoop
8 435 (10.24%) Relational Database
9 369 (8.69%) Redis
10 312 (7.35%) SQL Server 2016
11 254 (5.98%) RavenDB
12 239 (5.63%) Amazon DynamoDB
13 194 (4.57%) RDBMS
14 156 (3.67%) Neo4j
15 148 (3.49%) HBase
16 145 (3.41%) Couchbase
17 135 (3.18%) Apache Hive
18 123 (2.90%) DB2
19 93 (2.19%) MariaDB
20 92 (2.17%) CouchDB
Development Applications
1 1,065 (25.08%) Git (software)
2 625 (14.72%) Jenkins
3 320 (7.54%) JIRA
4 275 (6.48%) TeamCity
5 269 (6.34%) Maven
6 260 (6.12%) Selenium
7 217 (5.11%) Subversion
8 215 (5.06%) JUnit
9 170 (4.00%) Vagrant
10 160 (3.77%) gulp
11 158 (3.72%) Octopus Deploy
12 143 (3.37%) Cucumber
13 134 (3.16%) Team Foundation Server
14 130 (3.06%) Mocha
15 125 (2.94%) Visual Studio
16 100 (2.36%) webpack
17 92 (2.17%) Gradle
18 82 (1.93%) Atlassian Bamboo
19 81 (1.91%) Protractor
20 75 (1.77%) Bower
General
1 884 (20.82%) Finance
2 336 (7.91%) Banking
3 278 (6.55%) Retail
4 207 (4.88%) Marketing
5 202 (4.76%) Investment Banking
6 161 (3.79%) Financial Institution
7 146 (3.44%) Games
8 140 (3.30%) Advertising
9 96 (2.26%) Telecoms
10 56 (1.32%) Manufacturing
11 54 (1.27%) Electronics
12 53 (1.25%) Retail Banking
13 46 (1.08%) Law
14 43 (1.01%) Front Office
15 33 (0.78%) Back Office
16 29 (0.68%) Publishing
17 13 (0.31%) Billing
17 13 (0.31%) Legal
18 12 (0.28%) Automotive
18 12 (0.28%) Military
Job Titles
1 2,550 (60.06%) Developer
2 731 (17.22%) .NET Developer
3 687 (16.18%) Java Developer
4 435 (10.24%) Senior Developer
5 386 (9.09%) Software Engineer
6 285 (6.71%) C# Developer
7 279 (6.57%) Full Stack Developer
8 230 (5.42%) Software Developer
9 218 (5.13%) JavaScript Developer
10 215 (5.06%) DevOps Engineer
11 197 (4.64%) Architect
12 192 (4.52%) PHP Developer
13 189 (4.45%) Java Engineer
14 186 (4.38%) C# .NET Developer
15 154 (3.63%) Senior Java Developer
16 139 (3.27%) Python Developer
17 138 (3.25%) Java Software Engineer
18 136 (3.20%) Data Engineer
19 133 (3.13%) Node.js Developer
20 129 (3.04%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 1,443 (33.98%) AngularJS
2 1,263 (29.75%) HTML
3 1,248 (29.39%) .NET
4 1,132 (26.66%) CSS
5 997 (23.48%) Node.js
6 806 (18.98%) RESTful
7 786 (18.51%) HTML5
8 774 (18.23%) Spring
9 735 (17.31%) ASP.NET
10 724 (17.05%) React
11 626 (14.74%) REST
12 605 (14.25%) Web Services
13 603 (14.20%) ASP.NET MVC
14 569 (13.40%) CSS3
15 544 (12.81%) Twitter Bootstrap
16 459 (10.81%) jQuery
17 417 (9.82%) RabbitMQ
18 377 (8.88%) Kafka
19 329 (7.75%) Hibernate
20 321 (7.56%) ASP.NET Web API
Miscellaneous
1 531 (12.51%) Computer Science
2 373 (8.78%) Analytical Skills
3 343 (8.08%) Fintech
4 259 (6.10%) Greenfield Project
5 251 (5.91%) User Experience
6 185 (4.36%) Algorithms
7 147 (3.46%) Enterprise Software
8 138 (3.25%) Cyberthreat
9 122 (2.87%) Self-Motivation
10 115 (2.71%) Data Structures
10 115 (2.71%) Mobile App
11 90 (2.12%) Public Cloud
12 82 (1.93%) Linux Command Line
13 63 (1.48%) Data Centre
14 61 (1.44%) Replication
15 57 (1.34%) Cloud Native
16 55 (1.30%) Clustering
16 55 (1.30%) Hedge funds
17 54 (1.27%) Management Information System
18 53 (1.25%) Fixed Income
Operating Systems
1 1,110 (26.14%) Linux
2 282 (6.64%) Windows
3 276 (6.50%) Unix
4 111 (2.61%) CentOS
5 104 (2.45%) Android
6 86 (2.03%) Red Hat Enterprise Linux
7 79 (1.86%) Apple iOS
8 78 (1.84%) Windows Server
9 64 (1.51%) Ubuntu
10 42 (0.99%) Debian
11 36 (0.85%) Windows Server 2012
12 22 (0.52%) Windows Server 2008
13 21 (0.49%) Solaris
14 11 (0.26%) AIX
15 10 (0.24%) VMS
16 9 (0.21%) CoreOS
17 7 (0.16%) Oracle Linux
18 6 (0.14%) DC/OS
19 5 (0.12%) Amazon Linux
19 5 (0.12%) Windows 8
Processes & Methodologies
1 2,298 (54.12%) Agile Software Development
2 1,106 (26.05%) TDD
3 1,028 (24.21%) MVC
4 995 (23.43%) Software Engineering
5 908 (21.38%) Scrum
6 840 (19.78%) DevOps
7 762 (17.95%) Microservices
8 595 (14.01%) Continuous Integration
9 584 (13.75%) Problem-Solving
10 534 (12.58%) OO
11 529 (12.46%) BDD
12 505 (11.89%) Analytics
13 463 (10.90%) Web Application Development
14 461 (10.86%) Test Automation
15 452 (10.65%) Open Source
16 347 (8.17%) Web Development
17 342 (8.05%) Machine Learning
18 330 (7.77%) Data Science
19 289 (6.81%) SDLC
19 289 (6.81%) SOA
Programming Languages
1 1,840 (43.33%) JavaScript
2 1,661 (39.12%) Java
3 1,487 (35.02%) SQL
4 1,232 (29.02%) C#
5 1,110 (26.14%) Python
6 471 (11.09%) PHP
7 404 (9.51%) Ruby
8 351 (8.27%) Java 8
9 326 (7.68%) Scala
10 294 (6.92%) Bash Shell
11 252 (5.93%) C++
12 191 (4.50%) TypeScript
13 185 (4.36%) PowerShell
14 176 (4.15%) Perl
15 172 (4.05%) ES6
16 165 (3.89%) T-SQL
17 161 (3.79%) Go
18 136 (3.20%) R
19 131 (3.09%) F#
20 122 (2.87%) Shell Script
Qualifications
1 667 (15.71%) Degree
2 187 (4.40%) Computer Science Degree
3 128 (3.01%) Security Cleared
4 58 (1.37%) Master's Degree
5 48 (1.13%) SAFe Agilist
6 43 (1.01%) PhD
7 34 (0.80%) DV Cleared
8 31 (0.73%) AWS Certification
8 31 (0.73%) SC Cleared
9 30 (0.71%) Numerate Degree
10 17 (0.40%) Microsoft Certification
11 15 (0.35%) BPSS Clearance
12 13 (0.31%) ISTQB
13 12 (0.28%) MCSE
14 10 (0.24%) HND
15 8 (0.19%) ISTQB Foundation Certification
16 7 (0.16%) ITIL Certification
17 6 (0.14%) Cisco Certification
17 6 (0.14%) Oracle Certification
18 5 (0.12%) CISSP
Quality Assurance & Compliance
1 140 (3.30%) QA
2 60 (1.41%) GCP
3 24 (0.57%) PCI DSS
4 20 (0.47%) Data Quality
5 14 (0.33%) ISO/IEC 27001
6 12 (0.28%) GDPR
7 9 (0.21%) MiFID
8 8 (0.19%) PSD2
8 8 (0.19%) SLA
8 8 (0.19%) Solvency II
9 5 (0.12%) HIPAA
9 5 (0.12%) ISO 9001
10 4 (0.094%) EMIR
11 3 (0.071%) ISO/IEC 20000
11 3 (0.071%) WAI
12 2 (0.047%) Dodd-Frank
12 2 (0.047%) FATCA
12 2 (0.047%) PMO
12 2 (0.047%) SEPA
13 1 (0.024%) Sarbanes-Oxley
System Software
1 924 (21.76%) Docker
2 118 (2.78%) VMware Infrastructure
3 72 (1.70%) Apache Flume
4 61 (1.44%) HDFS
5 51 (1.20%) Apache ZooKeeper
6 39 (0.92%) VirtualBox
7 25 (0.59%) Virtual Machines
8 18 (0.42%) Active Directory
9 17 (0.40%) Samba
10 16 (0.38%) Xen
11 14 (0.33%) Hyper-V
12 13 (0.31%) KVM
13 10 (0.24%) iptables
14 9 (0.21%) QEMU
14 9 (0.21%) vSphere
15 8 (0.19%) LXC
16 7 (0.16%) Oracle RAC
16 7 (0.16%) Varnish
16 7 (0.16%) vCloud
17 5 (0.12%) etcd
Systems Management
1 389 (9.16%) Ansible
2 378 (8.90%) Puppet
3 334 (7.87%) Opscode Chef
4 323 (7.61%) Kubernetes
5 207 (4.88%) Kibana
6 194 (4.57%) Terraform
7 95 (2.24%) Nagios
8 63 (1.48%) Business Desktop Deployment
8 63 (1.48%) WSUS
9 54 (1.27%) Packer
10 53 (1.25%) logstash
11 50 (1.18%) Cobbler
12 44 (1.04%) ZABBIX
13 42 (0.99%) Rancher
14 34 (0.80%) Prometheus
15 33 (0.78%) Mesos
16 28 (0.66%) Salt
17 26 (0.61%) Graphite
18 25 (0.59%) Grafana
19 24 (0.57%) Docker Swarm
Vendors
1 600 (14.13%) Oracle
2 377 (8.88%) Microsoft
3 354 (8.34%) Google
4 152 (3.58%) VMware
5 133 (3.13%) Sybase
6 106 (2.50%) IBM
7 105 (2.47%) Splunk
8 96 (2.26%) Red Hat
9 95 (2.24%) New Relic
10 93 (2.19%) Cloudera
11 70 (1.65%) Sitecore
12 59 (1.39%) Tableau
13 56 (1.32%) Zend
14 55 (1.30%) SAP
15 52 (1.22%) Hortonworks
16 49 (1.15%) Capita
17 44 (1.04%) Atlassian
18 41 (0.97%) AppDynamics
19 40 (0.94%) Marketo
20 36 (0.85%) Apple