Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 > Work from Home
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 151 117 74
Rank change year-on-year -34 -43 +44
Permanent jobs citing MongoDB 2,036 1,144 350
As % of all permanent jobs with a WFH option 2.59% 3.07% 3.94%
As % of the Database & Business Intelligence category 8.70% 9.96% 13.58%
Number of salaries quoted 875 845 308
10th Percentile £38,000 £34,250 £35,000
25th Percentile £50,000 £42,500 £45,000
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% -
75th Percentile £82,500 £77,500 £79,063
90th Percentile £92,500 £87,500 £87,500
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 23,409 11,482 2,577
As % of all permanent jobs with a WFH option 29.77% 30.85% 29.04%
Number of salaries quoted 11,278 8,689 2,193
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +8.91%

MongoDB
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing MongoDB as a proportion of all IT jobs advertised.

MongoDB trend for jobs with a WFH option

MongoDB
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing MongoDB.

MongoDB salary trend for jobs with a WFH option

MongoDB
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing MongoDB over the 6 months to 1 July 2022.

MongoDB salary histogram for jobs with a WFH option

For the 6 months to 1 July 2022, MongoDB job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for MongoDB.

1 970 (47.64%) Agile
2 931 (45.73%) AWS
3 890 (43.71%) Software Engineering
4 847 (41.60%) JavaScript
5 775 (38.06%) React
6 770 (37.82%) Node.js
7 767 (37.67%) Docker
8 723 (35.51%) Java
9 707 (34.72%) Python
10 634 (31.14%) Kubernetes
11 627 (30.80%) Full Stack Development
12 560 (27.50%) CI/CD
13 557 (27.36%) NoSQL
14 546 (26.82%) SQL
15 545 (26.77%) Microservices
16 488 (23.97%) Azure
16 488 (23.97%) PostgreSQL
17 486 (23.87%) DevOps
18 483 (23.72%) Finance
19 479 (23.53%) TypeScript
20 462 (22.69%) MySQL
21 412 (20.24%) C#
22 374 (18.37%) Social Skills
23 363 (17.83%) GCP
24 355 (17.44%) .NET
25 339 (16.65%) Problem-Solving
26 332 (16.31%) RESTful
27 331 (16.26%) Scrum
28 320 (15.72%) Git (software)
29 318 (15.62%) Test Automation

MongoDB
Co-occurring IT Skills with a WFH Option 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
1 101 (4.96%) Apache
2 89 (4.37%) CMS
3 62 (3.05%) Apache Spark
4 54 (2.65%) Apache Airflow
5 43 (2.11%) nginx
6 42 (2.06%) Ethereum
7 30 (1.47%) Confluence
8 23 (1.13%) Gunicorn
9 21 (1.03%) Drupal
10 18 (0.88%) Apache Solr
10 18 (0.88%) Joomla!
10 18 (0.88%) Umbraco
11 16 (0.79%) Cloud Foundry
12 12 (0.59%) Tornado
13 10 (0.49%) Luigi
14 9 (0.44%) WildFly
15 8 (0.39%) Hyperledger
15 8 (0.39%) Oracle SOA Suite
15 8 (0.39%) Tomcat
15 8 (0.39%) WordPress
Applications
1 10 (0.49%) Spreadsheet
2 9 (0.44%) Adobe Creative Suite
3 7 (0.34%) LaTeX
3 7 (0.34%) Microsoft Excel
4 6 (0.29%) SketchUp
5 5 (0.25%) Microsoft PowerPoint
6 4 (0.20%) Chatbot
7 1 (0.049%) Adobe Illustrator
Business Applications
1 39 (1.92%) Payment Gateway
2 32 (1.57%) Shopify
3 22 (1.08%) Oracle BPM
4 10 (0.49%) Distributed Ledger
5 7 (0.34%) Oracle Procure-to-Pay
5 7 (0.34%) R3 Corda
6 6 (0.29%) Magento
7 4 (0.20%) Dynamics CRM
8 1 (0.049%) Temenos T24
Cloud Services
1 931 (45.73%) AWS
2 488 (23.97%) Azure
3 363 (17.83%) GCP
4 262 (12.87%) SaaS
5 230 (11.30%) GitHub
6 204 (10.02%) Serverless
7 155 (7.61%) AWS Lambda
8 87 (4.27%) Amazon S3
9 78 (3.83%) AWS CloudFormation
10 70 (3.44%) Firebase
11 69 (3.39%) Amazon EC2
12 64 (3.14%) Azure DevOps
13 55 (2.70%) Datadog
14 54 (2.65%) Cloud Computing
15 53 (2.60%) Azure Cosmos DB
16 47 (2.31%) npm
17 43 (2.11%) Google Kubernetes Engine
18 39 (1.92%) Google Play
19 38 (1.87%) Amazon SQS
19 38 (1.87%) PaaS
Communications & Networking
1 68 (3.34%) HTTP
2 45 (2.21%) DNS
3 40 (1.96%) VoIP
4 31 (1.52%) Firewall
5 29 (1.42%) TCP/IP
6 11 (0.54%) Internet
7 10 (0.49%) Broadband
7 10 (0.49%) SSL
8 8 (0.39%) FTP
8 8 (0.39%) SMTP
9 7 (0.34%) Peer-to-Peer Networking
10 6 (0.29%) PBX
11 4 (0.20%) VPN
12 3 (0.15%) OpenVPN
13 2 (0.098%) Intrusion Detection
13 2 (0.098%) IPFS
14 1 (0.049%) AMQP
14 1 (0.049%) DHCP
14 1 (0.049%) FCAPS
14 1 (0.049%) VLAN
Database & Business Intelligence
1 557 (27.36%) NoSQL
2 488 (23.97%) PostgreSQL
3 462 (22.69%) MySQL
4 314 (15.42%) Elasticsearch
5 217 (10.66%) Relational Database
6 194 (9.53%) DynamoDB
7 188 (9.23%) SQL Server
8 180 (8.84%) Redis
9 114 (5.60%) Hadoop
10 109 (5.35%) Apache Cassandra
11 90 (4.42%) Big Data
12 74 (3.63%) Data Warehouse
13 73 (3.59%) MariaDB
14 59 (2.90%) Amazon RDS
15 52 (2.55%) BigQuery
16 45 (2.21%) Amazon Redshift
17 44 (2.16%) Hazelcast
18 37 (1.82%) Oracle Database
19 33 (1.62%) Neo4j
20 32 (1.57%) Data Lake
Development Applications
1 320 (15.72%) Git (software)
2 179 (8.79%) Jenkins
3 159 (7.81%) GitLab
4 109 (5.35%) JIRA
5 96 (4.72%) Cypress.io
6 87 (4.27%) webpack
7 61 (3.00%) Selenium
8 58 (2.85%) JUnit
9 57 (2.80%) Bitbucket
10 54 (2.65%) Maven
11 39 (1.92%) Android Studio
12 30 (1.47%) CircleCI
13 28 (1.38%) Cucumber
14 22 (1.08%) Babel
15 21 (1.03%) JMeter
15 21 (1.03%) Postman
16 19 (0.93%) IntelliJ
16 19 (0.93%) WebDriver
17 18 (0.88%) Protractor
18 16 (0.79%) Gradle
General
1 483 (23.72%) Finance
2 374 (18.37%) Social Skills
3 188 (9.23%) Retail
4 163 (8.01%) Analytical Skills
5 148 (7.27%) Banking
6 144 (7.07%) Inclusion and Diversity
7 138 (6.78%) Games
8 133 (6.53%) Marketing
9 91 (4.47%) Publishing
10 74 (3.63%) Public Sector
11 64 (3.14%) Telecoms
12 49 (2.41%) Law
13 47 (2.31%) Organisational Skills
14 44 (2.16%) Financial Institution
15 36 (1.77%) Advertising
16 34 (1.67%) Aerospace
17 28 (1.38%) Manufacturing
18 19 (0.93%) Automotive
19 18 (0.88%) Electronics
20 14 (0.69%) Legal
Job Titles
1 776 (38.11%) Developer
2 480 (23.58%) Software Engineer
3 227 (11.15%) Java Developer
4 200 (9.82%) Full Stack Developer
4 200 (9.82%) Senior Developer
5 123 (6.04%) Data Engineer
6 112 (5.50%) DevOps Engineer
7 98 (4.81%) Senior Software Engineer
8 87 (4.27%) Java Engineer
9 83 (4.08%) Cloud Engineer
9 83 (4.08%) Lead Software Engineer
10 74 (3.63%) Cloud Developer
10 74 (3.63%) Software Developer
11 71 (3.49%) Senior Full Stack Developer
12 67 (3.29%) Python Engineer
13 64 (3.14%) Java Software Engineer
14 59 (2.90%) .NET Developer
15 56 (2.75%) Senior Java Developer
16 54 (2.65%) Architect
16 54 (2.65%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 775 (38.06%) React
2 770 (37.82%) Node.js
3 355 (17.44%) .NET
4 332 (16.31%) RESTful
5 316 (15.52%) Kafka
6 295 (14.49%) AngularJS
6 295 (14.49%) REST
7 273 (13.41%) CSS
8 262 (12.87%) HTML
9 235 (11.54%) Spring
10 155 (7.61%) Spring Boot
11 151 (7.42%) .NET Core
12 146 (7.17%) GraphQL
13 131 (6.43%) Express
13 131 (6.43%) Vue.js
14 123 (6.04%) Django
15 119 (5.84%) RabbitMQ
16 116 (5.70%) Web Services
17 112 (5.50%) .NET Framework
18 99 (4.86%) Jest
Miscellaneous
1 313 (15.37%) User Experience
2 146 (7.17%) Mobile App
3 132 (6.48%) Greenfield Project
4 96 (4.72%) Blockchain
5 81 (3.98%) Cloud Native
6 76 (3.73%) Self-Motivation
7 70 (3.44%) Algorithms
8 62 (3.05%) Virtual Team
9 55 (2.70%) Blog
10 53 (2.60%) Public Cloud
11 51 (2.50%) Data Structures
12 43 (2.11%) Video\Live Streaming
13 38 (1.87%) Hackathon
14 34 (1.67%) IoT
14 34 (1.67%) Legacy Code
15 33 (1.62%) Handset
16 29 (1.42%) NHS
17 26 (1.28%) Cyberattack
17 26 (1.28%) Enterprise Software
17 26 (1.28%) Sports Betting
Operating Systems
1 247 (12.13%) Linux
2 116 (5.70%) Android
3 114 (5.60%) Windows
4 97 (4.76%) Unix
5 79 (3.88%) Apple iOS
6 11 (0.54%) Ubuntu
7 9 (0.44%) Windows Server
8 4 (0.20%) CentOS
9 3 (0.15%) Mesosphere
10 2 (0.098%) AIX
10 2 (0.098%) FreeBSD
10 2 (0.098%) HPUX
10 2 (0.098%) Mac OS X
10 2 (0.098%) VMS
10 2 (0.098%) Windows Server 2016
11 1 (0.049%) Alpine Linux
11 1 (0.049%) Mac OS
11 1 (0.049%) Red Hat Enterprise Linux
Processes & Methodologies
1 970 (47.64%) Agile
2 890 (43.71%) Software Engineering
3 627 (30.80%) Full Stack Development
4 560 (27.50%) CI/CD
5 545 (26.77%) Microservices
6 486 (23.87%) DevOps
7 339 (16.65%) Problem-Solving
8 331 (16.26%) Scrum
9 318 (15.62%) Test Automation
10 285 (14.00%) TDD
11 261 (12.82%) Mentoring
12 229 (11.25%) Fintech
13 199 (9.77%) Computer Science
14 195 (9.58%) Continuous Integration
15 192 (9.43%) E-Commerce
16 189 (9.28%) Artificial Intelligence
17 187 (9.18%) Machine Learning
18 165 (8.10%) Coaching
19 163 (8.01%) Analytics
20 152 (7.47%) UX Design
Programming Languages
1 847 (41.60%) JavaScript
2 723 (35.51%) Java
3 707 (34.72%) Python
4 546 (26.82%) SQL
5 479 (23.53%) TypeScript
6 412 (20.24%) C#
7 177 (8.69%) Go
8 159 (7.81%) PHP
9 120 (5.89%) Kotlin
10 113 (5.55%) C
11 103 (5.06%) Scala
12 94 (4.62%) Bash
13 75 (3.68%) Ruby
14 71 (3.49%) C++
14 71 (3.49%) Groovy
15 69 (3.39%) ES6
16 42 (2.06%) Shell Script
17 37 (1.82%) Rust
18 30 (1.47%) PowerShell
19 22 (1.08%) Solidity
Qualifications
1 266 (13.06%) Degree
2 151 (7.42%) Computer Science Degree
3 32 (1.57%) Security Cleared
4 29 (1.42%) Master's Degree
5 15 (0.74%) MPhil
5 15 (0.74%) SC Cleared
6 12 (0.59%) DV Cleared
7 9 (0.44%) PRINCE2 Practitioner
8 8 (0.39%) BPSS Clearance
8 8 (0.39%) IBM Certification
8 8 (0.39%) Numerate Degree
8 8 (0.39%) PhD
9 7 (0.34%) DBS Check
10 3 (0.15%) Microsoft Certification
11 2 (0.098%) CISA
11 2 (0.098%) CISM
11 2 (0.098%) CISSP
11 2 (0.098%) GIAC
11 2 (0.098%) MCSE
11 2 (0.098%) PMI Certification
Quality Assurance & Compliance
1 235 (11.54%) QA
2 28 (1.38%) Accessibility
2 28 (1.38%) Data Quality
3 15 (0.74%) WAI
4 10 (0.49%) SLA
5 8 (0.39%) GDPR
6 3 (0.15%) GRC
6 3 (0.15%) ISO/IEC 27001
7 2 (0.098%) Cyber Essentials
7 2 (0.098%) Cyber Essentials PLUS
8 1 (0.049%) SOC 1
8 1 (0.049%) SOC 2
System Software
1 767 (37.67%) Docker
2 22 (1.08%) VMware Infrastructure
3 17 (0.83%) KVM
3 17 (0.83%) Xen
4 9 (0.44%) GridGain
5 8 (0.39%) Varnish
6 7 (0.34%) Apache ZooKeeper
7 5 (0.25%) Apache Flume
8 4 (0.20%) HDFS
9 3 (0.15%) Active Directory
9 3 (0.15%) Ceph
9 3 (0.15%) Hyper-V
9 3 (0.15%) Openswan
9 3 (0.15%) Virtual Machines
9 3 (0.15%) vSphere
10 2 (0.098%) FreeRADIUS
10 2 (0.098%) iptables
10 2 (0.098%) ISA Server
10 2 (0.098%) VMware ESXi
11 1 (0.049%) LXC
Systems Management
1 634 (31.14%) Kubernetes
2 198 (9.72%) Terraform
3 103 (5.06%) Ansible
4 54 (2.65%) Puppet
5 52 (2.55%) Grafana
6 45 (2.21%) Opscode Chef
7 28 (1.38%) Prometheus
8 24 (1.18%) Single Sign-On
9 20 (0.98%) ZABBIX
10 19 (0.93%) Nagios
11 18 (0.88%) Istio
12 17 (0.83%) Docker Swarm
12 17 (0.83%) Jamf Pro
13 7 (0.34%) Argo
13 7 (0.34%) Hadoop YARN
14 6 (0.29%) Kibana
14 6 (0.29%) Oracle Enterprise Manager
14 6 (0.29%) SQL Sentry
15 3 (0.15%) HAProxy
15 3 (0.15%) WSUS
Vendors
1 254 (12.48%) Google
2 164 (8.06%) Microsoft
3 160 (7.86%) Oracle
4 38 (1.87%) IBM
5 36 (1.77%) VMware
6 28 (1.38%) Apple
7 25 (1.23%) Splunk
8 21 (1.03%) TOWER Software
9 19 (0.93%) QinetiQ
9 19 (0.93%) SAP
9 19 (0.93%) Spotify
10 18 (0.88%) Sybase
11 15 (0.74%) Databricks
12 14 (0.69%) Samsung
13 13 (0.64%) Adobe
14 11 (0.54%) WSO2
15 10 (0.49%) FNZ
15 10 (0.49%) Mercator
15 10 (0.49%) Netlify
16 9 (0.44%) Cisco