Period
to 18 September 2021

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 18 September 2021 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Work from Home
6 months to
18 Sep 2021
Same period 2020 Same period 2019
Rank 121 57 103
Rank change year-on-year -64 +46 -22
Permanent jobs citing MongoDB 739 253 242
As % of all permanent jobs with a WFH option 2.87% 4.68% 3.03%
As % of the Database & Business Intelligence category 9.89% 15.26% 10.16%
Number of salaries quoted 566 232 184
10th Percentile £32,500 £37,500 £36,250
25th Percentile £43,750 £47,500 £40,000
Median annual salary (50th Percentile) £62,500 £60,000 £52,500
Median % change year-on-year +4.17% +14.29% -4.55%
75th Percentile £75,000 £77,500 £70,000
90th Percentile £90,000 £87,500 £80,000
UK median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 7,470 1,658 2,381
As % of all permanent jobs with a WFH option 29.01% 30.70% 29.81%
Number of salaries quoted 5,740 1,514 2,126
10th Percentile £35,475 £35,000 £33,750
25th Percentile £43,750 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £75,000 £70,000 £72,500
90th Percentile £92,500 £82,500 £85,000
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 18 September 2021.

MongoDB salary histogram for jobs with a WFH option

For the 6 months to 18 September 2021, 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.

1 370 (50.07%) JavaScript
2 343 (46.41%) Docker
3 317 (42.90%) Node.js
4 309 (41.81%) Agile Software Development
5 287 (38.84%) React
6 281 (38.02%) AWS
7 273 (36.94%) Microservices
8 264 (35.72%) NoSQL
9 246 (33.29%) MySQL
10 237 (32.07%) Git (software)
11 235 (31.80%) PHP
11 235 (31.80%) Java
12 211 (28.55%) Full Stack Development
13 186 (25.17%) SQL
14 185 (25.03%) AngularJS
15 176 (23.82%) Kubernetes
16 173 (23.41%) Redis
17 168 (22.73%) Kafka
18 167 (22.60%) Elasticsearch
18 167 (22.60%) DevOps
19 163 (22.06%) HTML
20 161 (21.79%) REST
21 158 (21.38%) Social Skills
22 157 (21.24%) Python
22 157 (21.24%) MVC
23 155 (20.97%) Linux
24 153 (20.70%) Scrum
25 152 (20.57%) Software Engineering
26 147 (19.89%) Azure
27 145 (19.62%) Problem-Solving

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
1 167 (22.60%) Elasticsearch
2 59 (7.98%) Apache Solr
3 56 (7.58%) nginx
4 26 (3.52%) Apache Spark
5 20 (2.71%) Apache
6 16 (2.17%) CMS
7 11 (1.49%) Drupal
8 10 (1.35%) Apache Airflow
9 8 (1.08%) Confluence
10 6 (0.81%) Apache Pig
10 6 (0.81%) Tomcat
11 5 (0.68%) Oracle SOA Suite
11 5 (0.68%) WordPress
12 4 (0.54%) JBoss
12 4 (0.54%) Mule
12 4 (0.54%) Mule ESB
12 4 (0.54%) Red Hat Fuse
13 3 (0.41%) Kentico
13 3 (0.41%) Sitecore CMS
13 3 (0.41%) Umbraco
Applications
1 3 (0.41%) Weka
2 2 (0.27%) Adobe Creative Suite
2 2 (0.27%) Spreadsheet
3 1 (0.14%) Gephi
Business Applications
1 10 (1.35%) Oracle BPM
2 2 (0.27%) WebTrends
3 1 (0.14%) Infor M3
3 1 (0.14%) Magento
Cloud Services
1 281 (38.02%) AWS
2 147 (19.89%) Azure
3 97 (13.13%) GCP
4 81 (10.96%) SaaS
5 68 (9.20%) Serverless
6 38 (5.14%) Datadog
6 38 (5.14%) GitHub
7 34 (4.60%) Amazon S3
8 29 (3.92%) PaaS
9 27 (3.65%) AWS Lambda
10 21 (2.84%) AWS CloudFormation
11 18 (2.44%) Amazon EC2
12 15 (2.03%) Cloud Computing
12 15 (2.03%) OpenShift
13 14 (1.89%) Azure Cosmos DB
14 12 (1.62%) GitHub Actions
15 11 (1.49%) Amazon ECS
15 11 (1.49%) Amazon EKS
15 11 (1.49%) IaaS
16 10 (1.35%) Amazon EMR
Communications & Networking
1 39 (5.28%) HTTP
2 6 (0.81%) Firewall
3 5 (0.68%) IPv4
3 5 (0.68%) LAN
3 5 (0.68%) WAN
4 3 (0.41%) AMQP
5 2 (0.27%) Internet
5 2 (0.27%) SSL
5 2 (0.27%) Wireless
6 1 (0.14%) Broadband
6 1 (0.14%) DNS
6 1 (0.14%) HTTPS
6 1 (0.14%) SAN
Database & Business Intelligence
1 264 (35.72%) NoSQL
2 246 (33.29%) MySQL
3 173 (23.41%) Redis
4 123 (16.64%) PostgreSQL
5 114 (15.43%) SQL Server
6 90 (12.18%) Amazon DynamoDB
7 72 (9.74%) Apache Cassandra
8 66 (8.93%) Relational Database
9 45 (6.09%) Couchbase
10 39 (5.28%) Amazon Aurora
11 37 (5.01%) Hadoop
12 31 (4.19%) Big Data
13 27 (3.65%) Hazelcast
14 20 (2.71%) HBase
15 16 (2.17%) MariaDB
16 14 (1.89%) CouchDB
17 13 (1.76%) Amazon RDS
17 13 (1.76%) Apache Hive
18 12 (1.62%) BigQuery
18 12 (1.62%) Data Lake
Development Applications
1 237 (32.07%) Git (software)
2 121 (16.37%) Jenkins
3 42 (5.68%) Maven
4 40 (5.41%) JUnit
5 30 (4.06%) GitLab
6 29 (3.92%) webpack
7 27 (3.65%) CircleCI
8 25 (3.38%) JIRA
8 25 (3.38%) PHPUnit
9 19 (2.57%) Mocha
10 18 (2.44%) Cypress.io
11 17 (2.30%) Visual Studio
12 13 (1.76%) Mockito
13 12 (1.62%) Bitbucket
13 12 (1.62%) Cucumber
13 12 (1.62%) Gradle
13 12 (1.62%) IntelliJ
13 12 (1.62%) PhpStorm
14 11 (1.49%) Selenium
14 11 (1.49%) TeamCity
General
1 158 (21.38%) Social Skills
2 129 (17.46%) Finance
3 54 (7.31%) Marketing
4 50 (6.77%) Public Sector
5 39 (5.28%) Retail
6 33 (4.47%) Inclusion and Diversity
7 27 (3.65%) Analytical Skills
8 17 (2.30%) Wearables
9 15 (2.03%) Back Office
10 13 (1.76%) Games
11 12 (1.62%) Telecoms
12 11 (1.49%) Automotive
12 11 (1.49%) Electronics
12 11 (1.49%) Law
12 11 (1.49%) Manufacturing
13 10 (1.35%) French Language
14 9 (1.22%) Banking
15 5 (0.68%) Financial Institution
16 4 (0.54%) Billing
16 4 (0.54%) Organisational Skills
Job Titles
1 505 (68.34%) Developer
2 158 (21.38%) PHP Developer
3 121 (16.37%) Senior Developer
4 111 (15.02%) Java Developer
5 89 (12.04%) Full Stack Developer
6 80 (10.83%) JavaScript Developer
7 75 (10.15%) Software Developer
8 71 (9.61%) Software Engineer
9 45 (6.09%) Senior PHP Developer
10 44 (5.95%) E-Commerce Developer
10 44 (5.95%) E-Commerce PHP Developer
10 44 (5.95%) Lead Developer
11 38 (5.14%) React Developer
11 38 (5.14%) Senior Java Developer
12 36 (4.87%) Senior Software Engineer
13 34 (4.60%) Node.js Developer
14 31 (4.19%) Senior JavaScript Developer
15 30 (4.06%) Scala Developer
16 29 (3.92%) Backend Developer
17 28 (3.79%) Architect
Libraries, Frameworks & Software Standards
1 317 (42.90%) Node.js
2 287 (38.84%) React
3 185 (25.03%) AngularJS
4 168 (22.73%) Kafka
5 163 (22.06%) HTML
6 161 (21.79%) REST
7 142 (19.22%) RESTful
8 137 (18.54%) CSS
9 133 (18.00%) RabbitMQ
10 129 (17.46%) jQuery
11 99 (13.40%) Symfony
12 97 (13.13%) Spring
13 71 (9.61%) .NET
14 65 (8.80%) Express
14 65 (8.80%) Vue.js
15 62 (8.39%) JSON
16 57 (7.71%) Laravel
17 56 (7.58%) Web Services
18 54 (7.31%) Hibernate
19 51 (6.90%) Spring Boot
Miscellaneous
1 54 (7.31%) User Experience
2 49 (6.63%) Mobile App
3 35 (4.74%) Self-Motivation
4 21 (2.84%) Greenfield Project
5 19 (2.57%) Public Cloud
6 14 (1.89%) Virtual Team
7 9 (1.22%) Enterprise Cloud
7 9 (1.22%) Reference Data
7 9 (1.22%) Video\Live Streaming
8 8 (1.08%) Algorithms
9 6 (0.81%) Data Centre
9 6 (0.81%) Data Structures
9 6 (0.81%) Tandem
10 5 (0.68%) Blog
10 5 (0.68%) Podcast
10 5 (0.68%) Wiki
11 4 (0.54%) Replication
12 3 (0.41%) Enterprise Software
12 3 (0.41%) Management Information System
12 3 (0.41%) Private Cloud
Operating Systems
1 155 (20.97%) Linux
2 26 (3.52%) Android
3 24 (3.25%) Windows
4 17 (2.30%) Apple iOS
4 17 (2.30%) Unix
5 5 (0.68%) Windows 10
5 5 (0.68%) Windows 7
5 5 (0.68%) Windows Server 2012
6 4 (0.54%) CentOS
7 2 (0.27%) Mac OS
7 2 (0.27%) Red Hat Enterprise Linux
8 1 (0.14%) Debian
8 1 (0.14%) Mac OS X
8 1 (0.14%) Mesosphere
8 1 (0.14%) VMS
Processes & Methodologies
1 309 (41.81%) Agile Software Development
2 273 (36.94%) Microservices
3 211 (28.55%) Full Stack Development
4 167 (22.60%) DevOps
5 157 (21.24%) MVC
6 153 (20.70%) Scrum
7 152 (20.57%) Software Engineering
8 145 (19.62%) Problem-Solving
9 125 (16.91%) Mentoring
10 107 (14.48%) TDD
11 83 (11.23%) Continuous Integration
12 77 (10.42%) OOP
13 72 (9.74%) Test Automation
14 66 (8.93%) E-Commerce
15 60 (8.12%) Front End Development
16 52 (7.04%) Time Management
17 50 (6.77%) BDD
18 49 (6.63%) Event-Driven
19 46 (6.22%) OO
20 44 (5.95%) Web Development
Programming Languages
1 370 (50.07%) JavaScript
2 235 (31.80%) Java
2 235 (31.80%) PHP
3 186 (25.17%) SQL
4 157 (21.24%) Python
5 138 (18.67%) TypeScript
6 91 (12.31%) Go
7 55 (7.44%) C#
8 49 (6.63%) Scala
9 46 (6.22%) Groovy
10 27 (3.65%) Kotlin
11 26 (3.52%) Ruby
12 25 (3.38%) Java 8
13 24 (3.25%) ES6
14 22 (2.98%) PowerShell
15 20 (2.71%) Bash Shell
15 20 (2.71%) PHP 7
16 12 (1.62%) C++
16 12 (1.62%) T-SQL
17 9 (1.22%) R
Qualifications
1 47 (6.36%) Degree
2 27 (3.65%) Computer Science Degree
3 24 (3.25%) BPSS Clearance
4 16 (2.17%) Security Cleared
5 13 (1.76%) SC Cleared
6 5 (0.68%) Master's Degree
7 2 (0.27%) MCDBA
7 2 (0.27%) MCT
7 2 (0.27%) Microsoft Certification
8 1 (0.14%) AWS Certification
8 1 (0.14%) DV Cleared
8 1 (0.14%) OCP
8 1 (0.14%) Oracle Certification
8 1 (0.14%) PMP
8 1 (0.14%) TOGAF Certification
Quality Assurance & Compliance
1 33 (4.47%) Accessibility
2 31 (4.19%) QA
3 5 (0.68%) Data Quality
3 5 (0.68%) GRC
4 2 (0.27%) ISO/IEC 27001
4 2 (0.27%) PCI DSS
5 1 (0.14%) NIST
5 1 (0.14%) SLA
System Software
1 343 (46.41%) Docker
2 5 (0.68%) ISA Server
3 4 (0.54%) Apache ZooKeeper
4 3 (0.41%) Gluster
4 3 (0.41%) Varnish
5 1 (0.14%) Active Directory
5 1 (0.14%) VMware Infrastructure
Systems Management
1 176 (23.82%) Kubernetes
2 76 (10.28%) Terraform
3 57 (7.71%) Ansible
4 21 (2.84%) Puppet
5 19 (2.57%) Opscode Chef
6 12 (1.62%) Single Sign-On
7 9 (1.22%) Kibana
8 8 (1.08%) logstash
8 8 (1.08%) Prometheus
9 7 (0.95%) Docker Swarm
10 5 (0.68%) SCCM
11 4 (0.54%) Grafana
12 3 (0.41%) OpenNebula
13 2 (0.27%) Istio
13 2 (0.27%) Packer
13 2 (0.27%) ZABBIX
14 1 (0.14%) Galera Cluster
14 1 (0.14%) HAProxy
14 1 (0.14%) Knative
14 1 (0.14%) linkerd
Vendors
1 69 (9.34%) Zend
2 68 (9.20%) Oracle
3 39 (5.28%) Google
3 39 (5.28%) Microsoft
4 24 (3.25%) Mercator
5 15 (2.03%) HubSpot
6 13 (1.76%) Apple
6 13 (1.76%) SAP
6 13 (1.76%) Wrike
7 10 (1.35%) Salesforce.com
8 9 (1.22%) MKS
9 8 (1.08%) MuleSoft
10 7 (0.95%) Facebook
10 7 (0.95%) ServiceNow
11 6 (0.81%) IBM
12 5 (0.68%) Alibaba
12 5 (0.68%) SaltStack
13 4 (0.54%) HP
13 4 (0.54%) Sitecore
13 4 (0.54%) Sun