Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 161 130 138
Rank change year-on-year -31 +8 +49
Permanent jobs citing MongoDB 4,520 2,895 1,947
As % of all permanent jobs advertised in the UK 2.52% 2.71% 2.47%
As % of the Database & Business Intelligence category 9.06% 9.79% 9.08%
Number of salaries quoted 1,409 1,732 1,668
10th Percentile £40,000 £37,500 £35,000
25th Percentile £50,000 £47,500 £45,000
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% -
75th Percentile £85,000 £81,250 £81,250
90th Percentile £100,000 £95,000 £96,250
UK excluding London median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% -

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all 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 49,874 29,569 21,435
As % of all permanent IT jobs advertised in the UK 27.77% 27.67% 27.16%
Number of salaries quoted 21,275 20,456 17,599
10th Percentile £36,250 £33,750 £32,500
25th Percentile £45,000 £42,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +8.91%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £95,000 £90,000 £88,750
UK excluding London median annual salary £52,500 £48,000 £47,500
% change year-on-year +9.38% +1.05% +5.56%

MongoDB
Job Vacancy Trend

Job postings citing MongoDB as a proportion of all IT jobs advertised.

Job vacancy trend for MongoDB in the UK

MongoDB
Salary Trend

3-month moving average salary quoted in jobs citing MongoDB.

Salary trend for MongoDB in the UK

MongoDB
Salary Histogram

Salary distribution for jobs citing MongoDB over the 6 months to 1 July 2022.

Salary histogram for MongoDB in the UK

MongoDB
Top 17 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 1 July 2022. 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
Jobs
England -24 3,636 £67,500 +8.00% 262
London -12 2,578 £75,000 - 101
Work from Home -34 2,036 £65,000 +4.00% 149
UK excluding London -91 1,146 £57,500 +4.55% 174
South East -32 291 £62,500 -0.40% 25
North of England -87 270 £57,500 -4.17% 54
North West -27 219 £57,500 +6.48% 34
Midlands -15 184 £55,000 -4.35% 32
South West -87 179 £50,000 - 39
West Midlands -14 141 £55,000 -6.38% 27
Scotland -98 106 £60,000 +20.00% 12
East of England -72 75 £62,500 - 8
Wales +11 54 £48,000 -1.54% 3
Yorkshire -110 46 £52,500 -12.50% 19
East Midlands -31 43 £56,250 -2.17% 5
North East -34 5 £57,500 +64.29% 1
Northern Ireland -67 4 £50,000 -37.50% 1

For the 6 months to 1 July 2022, 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 2,507 (55.46%) Agile
2 2,106 (46.59%) AWS
3 2,026 (44.82%) Java
4 1,868 (41.33%) JavaScript
5 1,835 (40.60%) Docker
6 1,795 (39.71%) Python
7 1,704 (37.70%) NoSQL
8 1,696 (37.52%) Kubernetes
9 1,614 (35.71%) SQL
10 1,538 (34.03%) React
11 1,529 (33.83%) Software Engineering
12 1,513 (33.47%) Node.js
13 1,474 (32.61%) Microservices
14 1,473 (32.59%) CI/CD
15 1,342 (29.69%) Azure
16 1,283 (28.38%) MySQL
17 1,223 (27.06%) DevOps
18 1,210 (26.77%) PostgreSQL
19 1,186 (26.24%) Finance
20 1,174 (25.97%) Full Stack Development
21 1,067 (23.61%) Git (software)
22 994 (21.99%) Test Automation
23 984 (21.77%) TDD
24 954 (21.11%) Kafka
25 938 (20.75%) C#
26 913 (20.20%) Mentoring
27 906 (20.04%) HTML
28 893 (19.76%) CSS
29 890 (19.69%) .NET
30 864 (19.12%) TypeScript

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
1 416 (9.20%) Apache Spark
2 252 (5.58%) Apache
3 173 (3.83%) nginx
4 150 (3.32%) Apache Airflow
5 135 (2.99%) CMS
6 109 (2.41%) Confluence
7 84 (1.86%) Tornado
8 68 (1.50%) Apache Pulsar
9 46 (1.02%) Ethereum
10 33 (0.73%) OpenStack
11 30 (0.66%) Apache Solr
12 29 (0.64%) Camunda
13 26 (0.58%) Tomcat
14 24 (0.53%) Oracle Workflow
15 23 (0.51%) Gunicorn
16 21 (0.46%) Drupal
17 20 (0.44%) Cloud Foundry
18 18 (0.40%) Joomla!
18 18 (0.40%) Umbraco
19 14 (0.31%) Apache Pig
Applications
1 21 (0.46%) Photoshop
2 14 (0.31%) Microsoft Office
3 10 (0.22%) Spreadsheet
4 9 (0.20%) Adobe Creative Suite
4 9 (0.20%) Microsoft Excel
5 8 (0.18%) LaTeX
6 6 (0.13%) SketchUp
7 5 (0.11%) Microsoft PowerPoint
8 4 (0.088%) Chatbot
9 3 (0.066%) Microsoft Project
10 2 (0.044%) AutoCAD
10 2 (0.044%) FileZilla
10 2 (0.044%) Revit
11 1 (0.022%) Adobe Illustrator
Business Applications
1 47 (1.04%) Oracle BPM
2 39 (0.86%) Payment Gateway
3 35 (0.77%) Shopify
4 23 (0.51%) Magento
5 15 (0.33%) Dynamics CRM
6 14 (0.31%) Distributed Ledger
7 13 (0.29%) Temenos T24
8 7 (0.15%) Oracle Procure-to-Pay
8 7 (0.15%) R3 Corda
9 4 (0.088%) Oracle Utilities
10 3 (0.066%) Elite 3E
11 1 (0.022%) Dynamics NAV
11 1 (0.022%) ION MarketView
11 1 (0.022%) NetSuite
Cloud Services
1 2,106 (46.59%) AWS
2 1,342 (29.69%) Azure
3 852 (18.85%) GCP
4 634 (14.03%) Serverless
5 503 (11.13%) AWS Lambda
6 447 (9.89%) GitHub
7 379 (8.38%) SaaS
8 289 (6.39%) OpenShift
9 195 (4.31%) Cloud Functions
10 187 (4.14%) Amazon EC2
11 181 (4.00%) Amazon S3
12 172 (3.81%) Azure DevOps
13 141 (3.12%) Cloud Computing
14 127 (2.81%) Azure Cosmos DB
15 117 (2.59%) AWS CloudFormation
16 116 (2.57%) Amazon EKS
17 113 (2.50%) PaaS
18 110 (2.43%) Firebase
19 96 (2.12%) Google Kubernetes Engine
20 85 (1.88%) Amazon SQS
Communications & Networking
1 231 (5.11%) HTTP
2 215 (4.76%) Internet
3 88 (1.95%) TCP/IP
4 51 (1.13%) Firewall
5 50 (1.11%) DNS
6 40 (0.88%) VoIP
7 39 (0.86%) Broadband
8 18 (0.40%) VPN
9 16 (0.35%) FTP
9 16 (0.35%) SSH
10 11 (0.24%) SSL
11 8 (0.18%) SMTP
12 7 (0.15%) Peer-to-Peer Networking
13 6 (0.13%) DHCP
13 6 (0.13%) PBX
14 5 (0.11%) SMS
15 4 (0.088%) AMQP
15 4 (0.088%) IPsec
16 3 (0.066%) OpenVPN
16 3 (0.066%) VLAN
Database & Business Intelligence
1 1,704 (37.70%) NoSQL
2 1,283 (28.38%) MySQL
3 1,210 (26.77%) PostgreSQL
4 700 (15.49%) SQL Server
5 648 (14.34%) Apache Cassandra
6 646 (14.29%) Elasticsearch
7 586 (12.96%) Relational Database
8 456 (10.09%) Big Data
9 406 (8.98%) Redis
10 377 (8.34%) DynamoDB
11 341 (7.54%) Hadoop
12 288 (6.37%) Flink
13 172 (3.81%) BigQuery
14 145 (3.21%) Amazon RDS
15 136 (3.01%) HBase
16 128 (2.83%) Data Warehouse
17 114 (2.52%) Amazon Redshift
18 104 (2.30%) Data Lake
19 102 (2.26%) Oracle Database
20 95 (2.10%) SQL Server Integration Services
Development Applications
1 1,067 (23.61%) Git (software)
2 576 (12.74%) Jenkins
3 468 (10.35%) Maven
4 447 (9.89%) JIRA
5 272 (6.02%) GitLab
6 235 (5.20%) Gradle
7 226 (5.00%) Subversion
8 221 (4.89%) JUnit
9 204 (4.51%) Ant
10 171 (3.78%) Selenium
11 163 (3.61%) Cypress.io
11 163 (3.61%) webpack
12 128 (2.83%) Atlassian Bamboo
13 121 (2.68%) JMeter
14 113 (2.50%) Bitbucket
15 108 (2.39%) SonarQube
16 86 (1.90%) Babel
17 74 (1.64%) Postman
18 65 (1.44%) Cucumber
19 62 (1.37%) Jasmine
General
1 1,186 (26.24%) Finance
2 858 (18.98%) Social Skills
3 455 (10.07%) Games
4 353 (7.81%) Retail
5 341 (7.54%) Analytical Skills
6 293 (6.48%) Manufacturing
7 260 (5.75%) Marketing
8 233 (5.15%) Inclusion and Diversity
9 227 (5.02%) Banking
10 165 (3.65%) Public Sector
11 134 (2.96%) Legal
12 117 (2.59%) Law
13 110 (2.43%) Automotive
13 110 (2.43%) Telecoms
14 101 (2.23%) Publishing
15 91 (2.01%) Back Office
16 80 (1.77%) Online Betting
17 74 (1.64%) Presentation Skills
18 67 (1.48%) Advertising
19 56 (1.24%) Organisational Skills
Job Titles
1 1,707 (37.77%) Developer
2 928 (20.53%) Software Engineer
3 496 (10.97%) Java Developer
4 460 (10.18%) Senior Developer
5 453 (10.02%) Full Stack Developer
6 402 (8.89%) Java Engineer
7 275 (6.08%) Data Engineer
8 254 (5.62%) Senior Software Engineer
9 236 (5.22%) Senior Java Engineer
10 216 (4.78%) DevOps Engineer
11 187 (4.14%) Software Developer
12 178 (3.94%) Backend Developer
13 160 (3.54%) Senior Java Developer
14 156 (3.45%) Lead Software Engineer
15 137 (3.03%) .NET Developer
16 134 (2.96%) Senior Full Stack Developer
17 132 (2.92%) Cloud Engineer
18 126 (2.79%) Java Software Engineer
19 124 (2.74%) Architect
20 100 (2.21%) DBA
Libraries, Frameworks & Software Standards
1 1,538 (34.03%) React
2 1,513 (33.47%) Node.js
3 954 (21.11%) Kafka
4 906 (20.04%) HTML
5 893 (19.76%) CSS
6 890 (19.69%) .NET
7 841 (18.61%) RESTful
8 807 (17.85%) AngularJS
9 770 (17.04%) Spring
10 748 (16.55%) REST
11 531 (11.75%) Spring Boot
12 408 (9.03%) GraphQL
13 390 (8.63%) RabbitMQ
14 371 (8.21%) ASP.NET
15 339 (7.50%) Web Services
16 317 (7.01%) .NET Core
17 273 (6.04%) Express
18 264 (5.84%) Vue.js
19 255 (5.64%) HTML5
20 247 (5.46%) JSON
Miscellaneous
1 549 (12.15%) User Experience
2 332 (7.35%) Mobile App
3 325 (7.19%) Algorithms
4 287 (6.35%) Data Structures
5 230 (5.09%) Blog
6 225 (4.98%) Linux Command Line
7 219 (4.85%) Greenfield Project
8 215 (4.76%) Cloud Native
9 206 (4.56%) Life Science
10 173 (3.83%) Self-Motivation
11 153 (3.38%) Enterprise Software
12 137 (3.03%) Public Cloud
13 136 (3.01%) Hackathon
14 122 (2.70%) Social Media
15 110 (2.43%) Sports Betting
16 101 (2.23%) Blockchain
17 91 (2.01%) Virtual Team
18 89 (1.97%) Social Network
19 73 (1.62%) Video\Live Streaming
20 62 (1.37%) PMI
Operating Systems
1 652 (14.42%) Linux
2 432 (9.56%) Unix
3 208 (4.60%) Windows
4 178 (3.94%) Android
5 158 (3.50%) Apple iOS
6 61 (1.35%) CentOS
7 39 (0.86%) Windows Server
8 32 (0.71%) Red Hat Enterprise Linux
9 28 (0.62%) Windows Server 2016
10 26 (0.58%) Windows Server 2012
10 26 (0.58%) Windows Server 2019
11 16 (0.35%) Ubuntu
12 15 (0.33%) VMS
13 8 (0.18%) Mac OS X
14 3 (0.066%) Debian
14 3 (0.066%) FreeBSD
14 3 (0.066%) Mesosphere
15 2 (0.044%) AIX
15 2 (0.044%) Mac OS
15 2 (0.044%) Windows 10
Processes & Methodologies
1 2,507 (55.46%) Agile
2 1,529 (33.83%) Software Engineering
3 1,474 (32.61%) Microservices
4 1,473 (32.59%) CI/CD
5 1,223 (27.06%) DevOps
6 1,174 (25.97%) Full Stack Development
7 994 (21.99%) Test Automation
8 984 (21.77%) TDD
9 913 (20.20%) Mentoring
10 764 (16.90%) Problem-Solving
11 623 (13.78%) Continuous Integration
12 601 (13.30%) Scrum
13 597 (13.21%) BDD
14 518 (11.46%) Coaching
15 501 (11.08%) Analytics
16 487 (10.77%) Computer Science
17 483 (10.69%) OOP
18 405 (8.96%) MVC
19 391 (8.65%) Artificial Intelligence
20 384 (8.50%) Data Science
Programming Languages
1 2,026 (44.82%) Java
2 1,868 (41.33%) JavaScript
3 1,795 (39.71%) Python
4 1,614 (35.71%) SQL
5 938 (20.75%) C#
6 864 (19.12%) TypeScript
7 518 (11.46%) PHP
8 334 (7.39%) Ruby
9 332 (7.35%) PowerShell
10 327 (7.23%) Go
11 317 (7.01%) Shell Script
12 294 (6.50%) Scala
13 279 (6.17%) Bash
14 213 (4.71%) Perl
15 193 (4.27%) C
15 193 (4.27%) C++
16 157 (3.47%) ES6
17 155 (3.43%) Kotlin
18 106 (2.35%) Groovy
19 70 (1.55%) R
Qualifications
1 560 (12.39%) Degree
2 289 (6.39%) Computer Science Degree
3 115 (2.54%) Security Cleared
4 114 (2.52%) Master's Degree
5 70 (1.55%) SC Cleared
6 62 (1.37%) PMI Certification
7 24 (0.53%) AWS Certification
8 16 (0.35%) Microsoft Certification
9 15 (0.33%) MCSA
9 15 (0.33%) MPhil
10 14 (0.31%) ISEB
11 13 (0.29%) MCSE
12 12 (0.27%) DV Cleared
12 12 (0.27%) MCP
13 11 (0.24%) HNC
13 11 (0.24%) HND
13 11 (0.24%) ISTQB
13 11 (0.24%) PhD
14 10 (0.22%) Numerate Degree
15 9 (0.20%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 406 (8.98%) QA
2 64 (1.42%) Accessibility
3 54 (1.19%) Data Quality
4 34 (0.75%) GDPR
5 15 (0.33%) WAI
6 13 (0.29%) SLA
7 4 (0.088%) GLP
7 4 (0.088%) ISO/IEC 27001
7 4 (0.088%) WCAG
8 3 (0.066%) GRC
9 2 (0.044%) Cyber Essentials
9 2 (0.044%) Cyber Essentials PLUS
10 1 (0.022%) PMO
10 1 (0.022%) SOC 1
10 1 (0.022%) SOC 2
System Software
1 1,835 (40.60%) Docker
2 110 (2.43%) Apache ZooKeeper
3 47 (1.04%) Apache Flume
4 45 (1.00%) VMware Infrastructure
5 17 (0.38%) KVM
5 17 (0.38%) Xen
6 16 (0.35%) HDFS
7 10 (0.22%) GridGain
8 9 (0.20%) Active Directory
8 9 (0.20%) Firmware
9 8 (0.18%) Varnish
10 5 (0.11%) Hyper-V
10 5 (0.11%) vSphere
11 4 (0.088%) zsh
12 3 (0.066%) Ceph
12 3 (0.066%) Openswan
12 3 (0.066%) Virtual Machines
13 2 (0.044%) FreeRADIUS
13 2 (0.044%) iptables
13 2 (0.044%) VMware ESXi
Systems Management
1 1,696 (37.52%) Kubernetes
2 452 (10.00%) Terraform
3 298 (6.59%) Ansible
4 143 (3.16%) Grafana
5 128 (2.83%) Prometheus
6 125 (2.77%) Puppet
7 79 (1.75%) Istio
8 72 (1.59%) Opscode Chef
9 41 (0.91%) Kibana
9 41 (0.91%) Oozie
10 38 (0.84%) ZABBIX
11 30 (0.66%) Nagios
12 24 (0.53%) Single Sign-On
13 22 (0.49%) Docker Swarm
14 21 (0.46%) HAProxy
15 17 (0.38%) Jamf Pro
16 15 (0.33%) Argo
17 14 (0.31%) Graylog
18 8 (0.18%) Hadoop YARN
19 6 (0.13%) SQL Sentry
Vendors
1 675 (14.93%) Google
2 595 (13.16%) Microsoft
3 516 (11.42%) Oracle
4 112 (2.48%) Splunk
5 76 (1.68%) Red Hat
6 74 (1.64%) Databricks
7 68 (1.50%) VMware
8 58 (1.28%) LexisNexis
9 56 (1.24%) Apple
10 52 (1.15%) Cisco
11 51 (1.13%) IBM
12 42 (0.93%) Cloudera
12 42 (0.93%) Salesforce.com
13 40 (0.88%) ServiceNow
14 38 (0.84%) Confluent
15 37 (0.82%) Palantir
16 36 (0.80%) Xamarin
17 33 (0.73%) Spotify
18 32 (0.71%) Dell
19 30 (0.66%) Facebook