Period
to 22 January 2022

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 22 January 2022 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Work from Home
6 months to
22 Jan 2022
Same period 2021 Same period 2020
Rank 135 81 91
Rank change year-on-year -54 +10 +2
Permanent jobs citing MongoDB 742 419 257
As % of all permanent jobs with a WFH option 2.54% 3.88% 3.50%
As % of the Database & Business Intelligence category 9.23% 13.16% 12.40%
Number of salaries quoted 479 402 213
10th Percentile £40,000 £37,500 £34,000
25th Percentile £50,000 £46,250 £42,500
Median annual salary (50th Percentile) £65,000 £60,000 £52,500
Median % change year-on-year +8.33% +14.29% -12.50%
75th Percentile £81,250 £76,250 £71,250
90th Percentile £95,000 £85,000 £92,000
UK median annual salary £70,000 £62,500 £57,500
% change year-on-year +12.00% +8.70% -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 8,042 3,185 2,073
As % of all permanent jobs with a WFH option 27.51% 29.48% 28.21%
Number of salaries quoted 5,793 2,885 1,803
10th Percentile £37,500 £33,750 £33,750
25th Percentile £45,000 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £52,500 £50,000
Median % change year-on-year +14.29% +5.00% -4.76%
75th Percentile £77,500 £70,000 £70,000
90th Percentile £92,500 £81,250 £85,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 22 January 2022.

MongoDB salary histogram for jobs with a WFH option

For the 6 months to 22 January 2022, MongoDB job roles required the following IT 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.

1 371 (50.00%) Agile Software Development
2 338 (45.55%) AWS
3 319 (42.99%) Java
4 311 (41.91%) JavaScript
5 309 (41.64%) Docker
6 299 (40.30%) NoSQL
7 282 (38.01%) Node.js
8 239 (32.21%) React
9 237 (31.94%) Microservices
10 231 (31.13%) Software Engineering
11 216 (29.11%) Kubernetes
12 215 (28.98%) SQL
13 209 (28.17%) Social Skills
14 198 (26.68%) Full Stack Development
15 196 (26.42%) CI/CD
16 178 (23.99%) DevOps
17 167 (22.51%) Git (software)
18 165 (22.24%) MySQL
19 162 (21.83%) Python
20 160 (21.56%) Finance
20 160 (21.56%) Azure
20 160 (21.56%) RESTful
21 140 (18.87%) PostgreSQL
22 139 (18.73%) TypeScript
23 134 (18.06%) Elasticsearch
23 134 (18.06%) Mentoring
24 132 (17.79%) Problem-Solving
25 131 (17.65%) Kafka
26 126 (16.98%) GCP
27 120 (16.17%) Amazon DynamoDB

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
1 134 (18.06%) Elasticsearch
2 36 (4.85%) nginx
3 31 (4.18%) Apache
4 29 (3.91%) Apache Spark
5 28 (3.77%) Apache Solr
6 15 (2.02%) Apache Airflow
7 11 (1.48%) Confluence
8 5 (0.67%) Gunicorn
9 3 (0.40%) OpenStack
10 2 (0.27%) Apache Pig
10 2 (0.27%) CMS
10 2 (0.27%) Drupal
10 2 (0.27%) IIS
10 2 (0.27%) SharePoint
10 2 (0.27%) WebSphere
11 1 (0.13%) Adobe Experience Manager
11 1 (0.13%) Alfresco
11 1 (0.13%) Sitecore CMS
11 1 (0.13%) Tomcat
11 1 (0.13%) Umbraco
Applications
1 3 (0.40%) Microsoft Excel
2 2 (0.27%) Adobe Illustrator
2 2 (0.27%) Adobe XD
2 2 (0.27%) Microsoft Office
2 2 (0.27%) Photoshop
3 1 (0.13%) Adobe Creative Suite
3 1 (0.13%) LaTeX
Business Applications
1 8 (1.08%) Oracle BPM
Cloud Services
1 338 (45.55%) AWS
2 160 (21.56%) Azure
3 126 (16.98%) GCP
4 69 (9.30%) Serverless
5 58 (7.82%) SaaS
6 54 (7.28%) GitHub
7 52 (7.01%) AWS Lambda
8 47 (6.33%) Amazon S3
9 36 (4.85%) Datadog
10 32 (4.31%) Amazon EC2
11 31 (4.18%) Azure Cosmos DB
12 30 (4.04%) Amazon CloudWatch
13 28 (3.77%) Firebase
14 26 (3.50%) Amazon SQS
15 23 (3.10%) Amazon ECS
16 21 (2.83%) AWS CloudFormation
17 20 (2.70%) Amazon EKS
18 18 (2.43%) GitHub Actions
18 18 (2.43%) Google Play
19 16 (2.16%) CloudFront
Communications & Networking
1 41 (5.53%) HTTP
2 18 (2.43%) VoIP
3 6 (0.81%) TCP/IP
4 5 (0.67%) DNS
5 2 (0.27%) Firewall
5 2 (0.27%) Internet
5 2 (0.27%) OpenVPN
5 2 (0.27%) VPN
6 1 (0.13%) AMQP
6 1 (0.13%) DSL
6 1 (0.13%) MQTT
6 1 (0.13%) Network Security
6 1 (0.13%) SSL
Database & Business Intelligence
1 299 (40.30%) NoSQL
2 165 (22.24%) MySQL
3 140 (18.87%) PostgreSQL
4 120 (16.17%) Amazon DynamoDB
5 87 (11.73%) Relational Database
6 84 (11.32%) Redis
7 75 (10.11%) SQL Server
8 69 (9.30%) Apache Cassandra
8 69 (9.30%) Hadoop
9 32 (4.31%) Big Data
10 30 (4.04%) Data Warehouse
11 28 (3.77%) Couchbase
12 26 (3.50%) Hazelcast
13 22 (2.96%) Amazon Aurora
13 22 (2.96%) BigQuery
13 22 (2.96%) MariaDB
14 21 (2.83%) Blockchain
15 20 (2.70%) Amazon RDS
15 20 (2.70%) Tableau
16 16 (2.16%) Neo4j
Development Applications
1 167 (22.51%) Git (software)
2 89 (11.99%) Jenkins
3 63 (8.49%) GitLab
4 39 (5.26%) JUnit
5 37 (4.99%) JIRA
6 34 (4.58%) Maven
7 32 (4.31%) webpack
8 29 (3.91%) Bitbucket
9 22 (2.96%) Cypress.io
10 20 (2.70%) Cucumber
11 19 (2.56%) CircleCI
11 19 (2.56%) Gradle
12 18 (2.43%) Android Studio
13 13 (1.75%) Travis CI
14 12 (1.62%) gulp
15 11 (1.48%) PhpStorm
16 9 (1.21%) Atlassian Bamboo
16 9 (1.21%) Selenium
17 8 (1.08%) Mockito
18 7 (0.94%) Mocha
General
1 209 (28.17%) Social Skills
2 160 (21.56%) Finance
3 61 (8.22%) Telecoms
4 40 (5.39%) Analytical Skills
5 38 (5.12%) Inclusion and Diversity
6 36 (4.85%) Retail
7 35 (4.72%) Billing
8 34 (4.58%) Banking
9 29 (3.91%) Public Sector
10 27 (3.64%) Marketing
11 20 (2.70%) Legal
12 17 (2.29%) Games
13 11 (1.48%) French Language
13 11 (1.48%) Presentation Skills
14 8 (1.08%) Back Office
14 8 (1.08%) Law
15 7 (0.94%) Advertising
15 7 (0.94%) Electronics
15 7 (0.94%) Manufacturing
16 6 (0.81%) Automotive
Job Titles
1 429 (57.82%) Developer
2 175 (23.58%) Java Developer
3 130 (17.52%) Software Engineer
4 100 (13.48%) Full Stack Developer
5 88 (11.86%) Senior Developer
6 77 (10.38%) JavaScript Developer
7 59 (7.95%) Cloud Developer
8 53 (7.14%) PHP Developer
9 50 (6.74%) Cloud Engineer
10 46 (6.20%) Senior Software Engineer
11 41 (5.53%) Data Engineer
12 39 (5.26%) Software Developer
13 37 (4.99%) Java Software Developer
14 35 (4.72%) Java Engineer
14 35 (4.72%) JavaScript Engineer
15 34 (4.58%) Node.js Developer
16 33 (4.45%) Lead Developer
17 32 (4.31%) Senior Java Developer
18 30 (4.04%) AWS Developer
18 30 (4.04%) AWS Engineer
Libraries, Frameworks & Software Standards
1 282 (38.01%) Node.js
2 239 (32.21%) React
3 160 (21.56%) RESTful
4 131 (17.65%) Kafka
5 117 (15.77%) REST
5 117 (15.77%) Spring
6 115 (15.50%) AngularJS
7 111 (14.96%) .NET
8 100 (13.48%) HTML
9 90 (12.13%) CSS
10 67 (9.03%) RabbitMQ
11 66 (8.89%) Web Services
12 61 (8.22%) Spring Boot
13 58 (7.82%) .NET Core
13 58 (7.82%) jQuery
14 56 (7.55%) JSON
15 51 (6.87%) Vue.js
16 45 (6.06%) Hibernate
17 42 (5.66%) Express
18 35 (4.72%) ASP.NET
Miscellaneous
1 77 (10.38%) User Experience
2 61 (8.22%) Self-Motivation
3 51 (6.87%) Cloud Native
4 44 (5.93%) Mobile App
5 38 (5.12%) Legacy Code
6 34 (4.58%) Greenfield Project
7 28 (3.77%) Enterprise Software
8 22 (2.96%) Video\Live Streaming
9 21 (2.83%) Public Cloud
10 18 (2.43%) Handset
11 17 (2.29%) Management Information System
12 15 (2.02%) Blog
13 12 (1.62%) Data Structures
14 10 (1.35%) Life Science
15 8 (1.08%) Algorithms
16 7 (0.94%) Augmented Reality
16 7 (0.94%) Credit Risk
16 7 (0.94%) iPad
17 5 (0.67%) Podcast
17 5 (0.67%) Private Cloud
Operating Systems
1 103 (13.88%) Linux
2 44 (5.93%) Android
3 24 (3.23%) Windows
4 20 (2.70%) Apple iOS
4 20 (2.70%) Unix
5 12 (1.62%) CentOS
6 7 (0.94%) Alpine Linux
7 3 (0.40%) Ubuntu
8 2 (0.27%) Mac OS X
8 2 (0.27%) Red Hat Enterprise Linux
9 1 (0.13%) Debian
9 1 (0.13%) Mesosphere
9 1 (0.13%) Robot Operating System
9 1 (0.13%) Windows Server
Processes & Methodologies
1 371 (50.00%) Agile Software Development
2 237 (31.94%) Microservices
3 231 (31.13%) Software Engineering
4 198 (26.68%) Full Stack Development
5 196 (26.42%) CI/CD
6 178 (23.99%) DevOps
7 134 (18.06%) Mentoring
8 132 (17.79%) Problem-Solving
9 117 (15.77%) Test Automation
10 115 (15.50%) Scrum
10 115 (15.50%) TDD
11 95 (12.80%) Continuous Integration
12 92 (12.40%) Computer Science
13 68 (9.16%) MVC
14 65 (8.76%) Data Management
15 62 (8.36%) BDD
15 62 (8.36%) SOLID
16 59 (7.95%) Fintech
17 48 (6.47%) Open Source
18 45 (6.06%) Technical Leadership
Programming Languages
1 319 (42.99%) Java
2 311 (41.91%) JavaScript
3 215 (28.98%) SQL
4 162 (21.83%) Python
5 139 (18.73%) TypeScript
6 107 (14.42%) C#
7 83 (11.19%) PHP
8 82 (11.05%) Kotlin
9 64 (8.63%) Go
10 50 (6.74%) Java 8
11 44 (5.93%) Scala
12 37 (4.99%) Groovy
13 22 (2.96%) Bash
14 21 (2.83%) PowerShell
15 17 (2.29%) PHP 7
16 15 (2.02%) ES6
16 15 (2.02%) Ruby
17 10 (1.35%) Shell Script
18 8 (1.08%) C
19 7 (0.94%) C++
Qualifications
1 94 (12.67%) Degree
2 74 (9.97%) Computer Science Degree
3 10 (1.35%) BPSS Clearance
4 8 (1.08%) AWS Certification
5 5 (0.67%) Master's Degree
6 3 (0.40%) DBS Check
6 3 (0.40%) Security Cleared
7 2 (0.27%) Numerate Degree
7 2 (0.27%) SC Cleared
8 1 (0.13%) MCDBA
8 1 (0.13%) MCT
8 1 (0.13%) Microsoft Certification
8 1 (0.13%) TOGAF Certification
Quality Assurance & Compliance
1 48 (6.47%) QA
2 23 (3.10%) Accessibility
3 2 (0.27%) Data Quality
4 1 (0.13%) ISO/IEC 27001
4 1 (0.13%) SLA
System Software
1 309 (41.64%) Docker
2 6 (0.81%) Apache ZooKeeper
3 4 (0.54%) Active Directory
3 4 (0.54%) VMware Infrastructure
4 3 (0.40%) Ceph
4 3 (0.40%) ISA Server
4 3 (0.40%) Varnish
5 1 (0.13%) Hyper-V
5 1 (0.13%) Openswan
Systems Management
1 216 (29.11%) Kubernetes
2 77 (10.38%) Terraform
3 30 (4.04%) Ansible
4 17 (2.29%) Amdocs OSS
5 14 (1.89%) Puppet
6 13 (1.75%) Prometheus
7 12 (1.62%) Opscode Chef
8 9 (1.21%) Docker Swarm
9 8 (1.08%) Single Sign-On
10 7 (0.94%) Grafana
11 4 (0.54%) HAProxy
11 4 (0.54%) Istio
12 3 (0.40%) Knative
12 3 (0.40%) logstash
13 2 (0.27%) Kibana
14 1 (0.13%) Graphite
14 1 (0.13%) Mesos
14 1 (0.13%) OpenNebula
14 1 (0.13%) Packer
14 1 (0.13%) Pingdom
Vendors
1 102 (13.75%) Google
2 95 (12.80%) Oracle
3 77 (10.38%) Microsoft
4 18 (2.43%) Zend
5 17 (2.29%) Amdocs
6 14 (1.89%) IBM
7 10 (1.35%) Mercator
8 9 (1.21%) Samsung
8 9 (1.21%) SAP
9 8 (1.08%) Informatica
9 8 (1.08%) Splunk
10 6 (0.81%) New Relic
10 6 (0.81%) SaltStack
10 6 (0.81%) Talend
11 5 (0.67%) Apple
11 5 (0.67%) HubSpot
11 5 (0.67%) Salesforce.com
11 5 (0.67%) Virgin Media
11 5 (0.67%) VMware
11 5 (0.67%) Wrike