Period
to 23 January 2022

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

MongoDB
UK
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 150 136 198
Rank change year-on-year -14 +62 -27
Permanent jobs citing MongoDB 3,046 1,545 2,221
As % of all permanent jobs advertised in the UK 2.38% 2.44% 1.77%
As % of the Database & Business Intelligence category 8.89% 8.88% 6.51%
Number of salaries quoted 1,522 1,381 1,845
10th Percentile £42,500 £37,500 £32,700
25th Percentile £52,500 £47,500 £42,129
Median annual salary (50th Percentile) £70,000 £62,500 £57,500
Median % change year-on-year +12.00% +8.70% -4.17%
75th Percentile £85,000 £77,500 £77,500
90th Percentile £100,000 £90,000 £95,000
UK excluding London median annual salary £56,750 £55,000 £50,000
% change year-on-year +3.18% +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 34,258 17,398 34,112
As % of all permanent IT jobs advertised in the UK 26.75% 27.49% 27.11%
Number of salaries quoted 21,399 14,716 28,224
10th Percentile £36,250 £33,750 £32,000
25th Percentile £43,750 £41,250 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £72,500 £71,250
90th Percentile £95,000 £87,500 £88,750
UK excluding London median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% -

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 23 January 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 23 January 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 -39 2,491 £69,000 +6.15% 513
London +8 1,490 £75,000 - 216
UK excluding London -68 1,074 £56,750 +3.18% 331
Work from Home -56 738 £65,000 +8.33% 104
South East -34 321 £65,000 +13.04% 67
South West -11 212 £50,000 - 34
North of England -121 198 £57,500 - 87
North West -68 143 £57,500 +4.55% 44
Scotland +8 102 £60,000 +20.00% 25
Midlands -124 99 £60,000 +9.09% 61
East of England -57 73 £60,000 - 39
West Midlands -95 66 £60,000 -7.69% 38
Yorkshire -110 53 £57,500 -4.17% 28
Wales -16 51 £55,000 +29.41% 13
East Midlands -86 33 £60,000 +14.29% 23
Northern Ireland -18 23 £73,750 +40.48% 5
North East -36 2 £50,000 +2.56% 15

For the 6 months to 23 January 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 1,592 (52.27%) Agile Software Development
2 1,354 (44.45%) AWS
3 1,238 (40.64%) Java
4 1,220 (40.05%) JavaScript
5 1,138 (37.36%) NoSQL
6 1,123 (36.87%) Node.js
7 1,118 (36.70%) SQL
8 1,058 (34.73%) React
9 1,021 (33.52%) Docker
10 1,012 (33.22%) Python
11 937 (30.76%) Kubernetes
12 935 (30.70%) Azure
13 904 (29.68%) Software Engineering
14 892 (29.28%) DevOps
15 820 (26.92%) CI/CD
16 789 (25.90%) C#
17 777 (25.51%) Full Stack Development
18 773 (25.38%) Microservices
19 672 (22.06%) Finance
20 661 (21.70%) TypeScript
21 659 (21.63%) MySQL
22 632 (20.75%) Social Skills
23 626 (20.55%) AngularJS
24 613 (20.12%) Kafka
25 611 (20.06%) .NET
26 572 (18.78%) PostgreSQL
27 563 (18.48%) Git (software)
28 538 (17.66%) Mentoring
29 522 (17.14%) TDD
30 518 (17.01%) Test Automation

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
1 390 (12.80%) Elasticsearch
2 180 (5.91%) Apache
3 179 (5.88%) Apache Spark
4 119 (3.91%) nginx
5 114 (3.74%) CMS
6 95 (3.12%) Apache Airflow
7 59 (1.94%) Confluence
8 39 (1.28%) Apache Solr
9 35 (1.15%) Tomcat
10 23 (0.76%) Tornado
11 20 (0.66%) Luigi
12 18 (0.59%) WordPress
13 14 (0.46%) IIS
14 13 (0.43%) Apache Pulsar
15 12 (0.39%) Traefik
16 11 (0.36%) Apache Pig
17 10 (0.33%) JBoss
18 9 (0.30%) Umbraco
19 8 (0.26%) SAS
19 8 (0.26%) WebSphere
Applications
1 14 (0.46%) Adobe XD
1 14 (0.46%) Photoshop
2 12 (0.39%) Adobe Illustrator
3 10 (0.33%) Microsoft Excel
3 10 (0.33%) Microsoft Office
4 9 (0.30%) Spreadsheet
5 2 (0.066%) FileZilla
5 2 (0.066%) LaTeX
6 1 (0.033%) Adobe Creative Suite
6 1 (0.033%) SPSS
Business Applications
1 20 (0.66%) Oracle BPM
2 9 (0.30%) Dynamics CRM
2 9 (0.30%) Magento
3 7 (0.23%) Temenos T24
4 3 (0.098%) NetSuite
4 3 (0.098%) RMDS
5 1 (0.033%) SAP FI-CA
5 1 (0.033%) SAP Oil and Gas
5 1 (0.033%) SAP PSCD
5 1 (0.033%) Sentinel
Cloud Services
1 1,354 (44.45%) AWS
2 935 (30.70%) Azure
3 515 (16.91%) GCP
4 337 (11.06%) Serverless
5 297 (9.75%) GitHub
6 272 (8.93%) SaaS
7 218 (7.16%) AWS Lambda
8 154 (5.06%) Power Platform
9 124 (4.07%) Amazon S3
10 114 (3.74%) Azure Cosmos DB
11 108 (3.55%) Amazon EC2
12 107 (3.51%) Azure Data Factory
13 96 (3.15%) Microsoft 365
14 86 (2.82%) Amazon SQS
15 76 (2.50%) Amazon ECS
15 76 (2.50%) AWS CloudFormation
16 70 (2.30%) Amazon EKS
16 70 (2.30%) Azure Service Bus
17 69 (2.27%) Datadog
17 69 (2.27%) npm
Communications & Networking
1 135 (4.43%) HTTP
2 28 (0.92%) Broadband
3 24 (0.79%) TCP/IP
4 21 (0.69%) VoIP
5 17 (0.56%) Firewall
6 14 (0.46%) VPN
7 11 (0.36%) DNS
7 11 (0.36%) Internet
8 7 (0.23%) DSL
8 7 (0.23%) SSH
9 6 (0.20%) Network Security
10 5 (0.16%) MQTT
11 4 (0.13%) SSL
12 3 (0.098%) BIG-IP
12 3 (0.098%) FTP
12 3 (0.098%) NetScaler
12 3 (0.098%) OpenVPN
12 3 (0.098%) SNMP
13 2 (0.066%) Intranet
13 2 (0.066%) LAN
Database & Business Intelligence
1 1,138 (37.36%) NoSQL
2 659 (21.63%) MySQL
3 572 (18.78%) PostgreSQL
4 427 (14.02%) Apache Cassandra
5 422 (13.85%) SQL Server
6 339 (11.13%) Big Data
7 329 (10.80%) Relational Database
8 287 (9.42%) Redis
9 253 (8.31%) Amazon DynamoDB
10 231 (7.58%) Hadoop
11 162 (5.32%) SQL Server Integration Services
12 159 (5.22%) Data Lake
13 154 (5.06%) Power BI
14 113 (3.71%) Data Warehouse
15 95 (3.12%) HDInsight
16 94 (3.09%) Amazon RDS
17 80 (2.63%) Amazon Redshift
18 76 (2.50%) BigQuery
19 66 (2.17%) MariaDB
20 63 (2.07%) Couchbase
Development Applications
1 563 (18.48%) Git (software)
2 438 (14.38%) Jenkins
3 164 (5.38%) Maven
4 151 (4.96%) JIRA
5 127 (4.17%) webpack
6 115 (3.78%) GitLab
7 110 (3.61%) JUnit
8 92 (3.02%) Bitbucket
9 69 (2.27%) Selenium
10 65 (2.13%) Cypress.io
11 62 (2.04%) Atlassian Bamboo
12 61 (2.00%) Artifactory
13 60 (1.97%) Cucumber
14 58 (1.90%) CircleCI
15 51 (1.67%) SonarQube
16 49 (1.61%) JMeter
17 34 (1.12%) Mocha
18 32 (1.05%) Visual Studio
19 30 (0.98%) Gradle
19 30 (0.98%) Octopus Deploy
General
1 672 (22.06%) Finance
2 632 (20.75%) Social Skills
3 184 (6.04%) Analytical Skills
4 177 (5.81%) Banking
5 160 (5.25%) Games
6 150 (4.92%) Retail
7 143 (4.69%) Public Sector
8 127 (4.17%) Marketing
9 107 (3.51%) Inclusion and Diversity
10 86 (2.82%) Telecoms
11 55 (1.81%) Legal
12 53 (1.74%) Investment Banking
13 48 (1.58%) Advertising
14 47 (1.54%) Presentation Skills
15 44 (1.44%) Manufacturing
16 43 (1.41%) Billing
17 37 (1.21%) Law
17 37 (1.21%) Publishing
18 30 (0.98%) Financial Institution
19 26 (0.85%) Back Office
Job Titles
1 1,320 (43.34%) Developer
2 527 (17.30%) Software Engineer
3 353 (11.59%) Java Developer
4 342 (11.23%) Senior Developer
5 337 (11.06%) Full Stack Developer
6 273 (8.96%) Data Engineer
7 168 (5.52%) .NET Developer
8 167 (5.48%) Senior Software Engineer
9 160 (5.25%) Software Developer
10 149 (4.89%) DevOps Engineer
11 118 (3.87%) JavaScript Developer
12 105 (3.45%) Lead Developer
13 104 (3.41%) Java Engineer
14 103 (3.38%) Big Data Engineer
15 100 (3.28%) Backend Developer
16 98 (3.22%) DBA
17 96 (3.15%) Senior Full Stack Developer
18 95 (3.12%) React Developer
19 90 (2.95%) Security Engineer
20 89 (2.92%) Cybersecurity Engineer
Libraries, Frameworks & Software Standards
1 1,123 (36.87%) Node.js
2 1,058 (34.73%) React
3 626 (20.55%) AngularJS
4 613 (20.12%) Kafka
5 611 (20.06%) .NET
6 490 (16.09%) HTML
7 486 (15.96%) REST
8 459 (15.07%) Spring
9 455 (14.94%) CSS
10 406 (13.33%) RESTful
11 305 (10.01%) Web Services
12 263 (8.63%) Spring Boot
13 255 (8.37%) RabbitMQ
14 238 (7.81%) .NET Core
15 230 (7.55%) GraphQL
16 208 (6.83%) .NET Framework
17 196 (6.43%) HTML5
18 186 (6.11%) Express
19 182 (5.98%) Vue.js
20 170 (5.58%) jQuery
Miscellaneous
1 316 (10.37%) User Experience
2 190 (6.24%) Self-Motivation
3 160 (5.25%) Mobile App
4 145 (4.76%) Cloud Native
5 138 (4.53%) Greenfield Project
6 123 (4.04%) Blog
7 94 (3.09%) Enterprise Software
8 86 (2.82%) Algorithms
9 82 (2.69%) Data Structures
10 78 (2.56%) Public Cloud
11 69 (2.27%) Legacy Code
12 33 (1.08%) Management Information System
12 33 (1.08%) Video\Live Streaming
13 32 (1.05%) Virtual Team
14 29 (0.95%) e-Learning
14 29 (0.95%) Online Games
15 26 (0.85%) Linux Command Line
16 25 (0.82%) Animation
16 25 (0.82%) Hedge funds
17 23 (0.76%) Social Media
Operating Systems
1 421 (13.82%) Linux
2 147 (4.83%) Windows
3 107 (3.51%) Android
3 107 (3.51%) Unix
4 81 (2.66%) Apple iOS
5 59 (1.94%) CentOS
6 30 (0.98%) Red Hat Enterprise Linux
7 28 (0.92%) Windows Server 2012
7 28 (0.92%) Windows Server 2016
7 28 (0.92%) Windows Server 2019
8 18 (0.59%) Windows Server
9 17 (0.56%) VMS
10 14 (0.46%) Ubuntu
11 10 (0.33%) Debian
12 7 (0.23%) AIX
12 7 (0.23%) Alpine Linux
13 6 (0.20%) Mac OS X
14 5 (0.16%) HPUX
15 4 (0.13%) DC/OS
15 4 (0.13%) Mesosphere
Processes & Methodologies
1 1,592 (52.27%) Agile Software Development
2 904 (29.68%) Software Engineering
3 892 (29.28%) DevOps
4 820 (26.92%) CI/CD
5 777 (25.51%) Full Stack Development
6 773 (25.38%) Microservices
7 538 (17.66%) Mentoring
8 522 (17.14%) TDD
9 518 (17.01%) Test Automation
10 460 (15.10%) Problem-Solving
11 427 (14.02%) Scrum
12 426 (13.99%) Continuous Integration
13 404 (13.26%) Analytics
14 339 (11.13%) Fintech
15 332 (10.90%) Computer Science
16 299 (9.82%) BDD
17 260 (8.54%) MVC
18 244 (8.01%) ETL
19 235 (7.72%) Artificial Intelligence
20 234 (7.68%) Business Intelligence
Programming Languages
1 1,238 (40.64%) Java
2 1,220 (40.05%) JavaScript
3 1,118 (36.70%) SQL
4 1,012 (33.22%) Python
5 789 (25.90%) C#
6 661 (21.70%) TypeScript
7 258 (8.47%) PHP
8 245 (8.04%) Go
9 228 (7.49%) PowerShell
10 202 (6.63%) Bash
11 176 (5.78%) Scala
12 148 (4.86%) Kotlin
13 141 (4.63%) Java 8
14 112 (3.68%) C++
15 104 (3.41%) Groovy
16 99 (3.25%) Ruby
17 78 (2.56%) C
18 74 (2.43%) ES6
19 64 (2.10%) Shell Script
20 48 (1.58%) R
Qualifications
1 392 (12.87%) Degree
2 264 (8.67%) Computer Science Degree
3 145 (4.76%) Security Cleared
4 101 (3.32%) SC Cleared
5 46 (1.51%) Numerate Degree
6 40 (1.31%) Master's Degree
7 36 (1.18%) AWS Certification
8 16 (0.53%) Microsoft Certification
9 14 (0.46%) DV Cleared
10 13 (0.43%) PMI Certification
11 10 (0.33%) BPSS Clearance
12 9 (0.30%) HNC
12 9 (0.30%) HND
12 9 (0.30%) MCSA
12 9 (0.30%) MCSE
13 3 (0.098%) CCNA
13 3 (0.098%) CCNP
13 3 (0.098%) Cisco Certification
13 3 (0.098%) OCP
13 3 (0.098%) Oracle Certification
Quality Assurance & Compliance
1 219 (7.19%) QA
2 33 (1.08%) Accessibility
3 22 (0.72%) GDPR
4 19 (0.62%) Data Quality
5 8 (0.26%) ISO/IEC 27001
6 5 (0.16%) PCI DSS
6 5 (0.16%) SLA
7 1 (0.033%) Dodd-Frank
7 1 (0.033%) EMIR
7 1 (0.033%) FATCA
7 1 (0.033%) MiFID
7 1 (0.033%) PMO
System Software
1 1,021 (33.52%) Docker
2 46 (1.51%) Apache ZooKeeper
3 19 (0.62%) VMware Infrastructure
4 12 (0.39%) Apache Flume
5 11 (0.36%) HDFS
6 9 (0.30%) Active Directory
7 8 (0.26%) Varnish
8 5 (0.16%) ISA Server
9 3 (0.098%) Ceph
9 3 (0.098%) Virtual Machines
10 2 (0.066%) GridGain
11 1 (0.033%) Hyper-V
11 1 (0.033%) LXC
11 1 (0.033%) Openswan
11 1 (0.033%) vCloud
11 1 (0.033%) Veritas Cluster Server
11 1 (0.033%) VirtualBox
Systems Management
1 937 (30.76%) Kubernetes
2 280 (9.19%) Terraform
3 202 (6.63%) Ansible
4 81 (2.66%) Prometheus
5 70 (2.30%) Grafana
6 60 (1.97%) Puppet
7 54 (1.77%) Istio
8 42 (1.38%) Opscode Chef
9 27 (0.89%) Kibana
10 25 (0.82%) Single Sign-On
11 17 (0.56%) Amdocs OSS
12 16 (0.53%) Consul
12 16 (0.53%) Rancher
13 14 (0.46%) Docker Swarm
14 13 (0.43%) linkerd
15 12 (0.39%) Failover Clustering
16 11 (0.36%) logstash
17 10 (0.33%) Oozie
18 8 (0.26%) HP Fortify
18 8 (0.26%) Mesos
Vendors
1 379 (12.44%) Oracle
2 326 (10.70%) Microsoft
3 299 (9.82%) Google
4 105 (3.45%) Databricks
5 90 (2.95%) Palantir
6 53 (1.74%) Red Hat
7 49 (1.61%) New Relic
8 39 (1.28%) LexisNexis
9 38 (1.25%) Splunk
10 34 (1.12%) Apple
11 31 (1.02%) IBM
12 29 (0.95%) Salesforce.com
12 29 (0.95%) VMware
13 27 (0.89%) SaltStack
14 21 (0.69%) Atlassian
14 21 (0.69%) Zend
15 18 (0.59%) ServiceNow
16 17 (0.56%) Amdocs
16 17 (0.56%) Informatica
17 16 (0.53%) SAP