Period
to 28 September 2021

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

MongoDB
UK
6 months to
28 Sep 2021
Same period 2020 Same period 2019
Rank 133 117 197
Rank change year-on-year -16 +80 -42
Permanent jobs citing MongoDB 3,253 1,322 2,576
As % of all permanent jobs advertised in the UK 2.64% 2.75% 1.85%
As % of the Database & Business Intelligence category 9.43% 9.53% 6.73%
Number of salaries quoted 1,738 1,155 2,068
10th Percentile £38,750 £37,500 £33,750
25th Percentile £50,000 £45,000 £42,500
Median annual salary (50th Percentile) £65,000 £60,000 £57,500
Median % change year-on-year +8.33% +4.35% +4.55%
75th Percentile £82,500 £80,000 £76,250
90th Percentile £100,000 £95,000 £90,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +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 34,485 13,866 38,258
As % of all permanent IT jobs advertised in the UK 28.04% 28.85% 27.43%
Number of salaries quoted 22,315 11,689 31,530
10th Percentile £35,000 £33,750 £31,250
25th Percentile £42,500 £42,000 £38,284
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £76,750 £72,500 £70,000
90th Percentile £95,000 £90,000 £85,500
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 28 September 2021.

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 28 September 2021. 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
Job
Vacancies
England -30 2,689 £65,000 +8.33% 504
London -10 1,650 £75,000 - 224
UK excluding London -30 1,263 £55,000 +10.00% 316
Work from Home -66 743 £65,000 +8.33% 113
North of England -46 285 £55,000 +10.00% 98
South West -4 274 £54,999 +10.00% 40
South East -70 260 £57,500 +15.00% 68
Scotland +36 194 £50,000 +5.26% 23
North West -23 174 £50,000 -9.09% 67
Midlands -132 109 £57,500 +15.00% 49
Yorkshire -54 97 £60,000 +33.33% 20
West Midlands -112 78 £57,250 +14.50% 33
Northern Ireland +16 75 £80,000 +128.57% 4
East of England -80 46 £55,000 -8.33% 23
East Midlands -80 31 £60,000 +41.18% 16
Wales -41 20 £47,500 +35.71% 13
North East -37 14 £35,000 -30.00% 11

For the 6 months to 28 September 2021, 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 1,720 (52.87%) Agile Software Development
2 1,435 (44.11%) Node.js
3 1,392 (42.79%) JavaScript
4 1,353 (41.59%) Java
5 1,290 (39.66%) AWS
6 1,192 (36.64%) SQL
7 1,145 (35.20%) Docker
8 1,116 (34.31%) NoSQL
9 1,100 (33.81%) Python
10 1,099 (33.78%) React
11 986 (30.31%) Microservices
12 974 (29.94%) Software Engineering
13 960 (29.51%) Kubernetes
14 944 (29.02%) DevOps
15 863 (26.53%) Azure
16 795 (24.44%) AngularJS
17 782 (24.04%) TypeScript
18 773 (23.76%) C#
19 732 (22.50%) MySQL
20 725 (22.29%) TDD
21 714 (21.95%) Full Stack Development
22 699 (21.49%) PostgreSQL
22 699 (21.49%) Git (software)
23 686 (21.09%) Finance
24 647 (19.89%) Kafka
25 616 (18.94%) Scrum
26 614 (18.87%) .NET
27 597 (18.35%) REST
28 595 (18.29%) Mentoring
29 588 (18.08%) Spring

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
1 415 (12.76%) Elasticsearch
2 150 (4.61%) Apache Spark
3 123 (3.78%) nginx
4 100 (3.07%) CMS
5 97 (2.98%) Apache
6 91 (2.80%) Apache Solr
7 81 (2.49%) Confluence
8 44 (1.35%) WordPress
9 34 (1.05%) Tomcat
10 33 (1.01%) Apache Airflow
11 31 (0.95%) Tornado
12 23 (0.71%) Oracle SOA Suite
13 22 (0.68%) Drupal
14 20 (0.61%) IBM Domino
14 20 (0.61%) IIS
14 20 (0.61%) Traefik
15 15 (0.46%) Luigi
16 13 (0.40%) Apache Pulsar
16 13 (0.40%) Headless CMS
16 13 (0.40%) OpenStack
Applications
1 29 (0.89%) Adobe Illustrator
1 29 (0.89%) Photoshop
2 16 (0.49%) GIMP
3 13 (0.40%) Adobe XD
4 8 (0.25%) Microsoft Office
5 7 (0.22%) Microsoft Excel
6 3 (0.092%) Weka
7 2 (0.061%) Adobe Creative Suite
7 2 (0.061%) Figma
7 2 (0.061%) Spreadsheet
7 2 (0.061%) SPSS
8 1 (0.031%) InVision
8 1 (0.031%) MS Visio
Business Applications
1 16 (0.49%) Oracle BPM
2 2 (0.061%) Dynamics CRM
2 2 (0.061%) Magento
2 2 (0.061%) NetSuite
2 2 (0.061%) WebTrends
3 1 (0.031%) RMDS
3 1 (0.031%) SAP Oil and Gas
3 1 (0.031%) Sentinel
Cloud Services
1 1,290 (39.66%) AWS
2 863 (26.53%) Azure
3 452 (13.89%) GCP
4 386 (11.87%) GitHub
5 355 (10.91%) Serverless
6 303 (9.31%) SaaS
7 191 (5.87%) AWS Lambda
8 118 (3.63%) Azure Cosmos DB
9 115 (3.54%) Amazon S3
10 114 (3.50%) Datadog
11 105 (3.23%) OpenShift
12 103 (3.17%) Cloud Computing
13 99 (3.04%) AWS CloudFormation
14 77 (2.37%) Power Platform
15 75 (2.31%) GitHub Actions
16 74 (2.27%) Pulumi
17 69 (2.12%) Snowflake
18 61 (1.88%) CloudFront
18 61 (1.88%) PaaS
19 54 (1.66%) Amazon SQS
Communications & Networking
1 157 (4.83%) HTTP
2 29 (0.89%) Firewall
3 25 (0.77%) Internet
4 18 (0.55%) DNS
5 16 (0.49%) Network Security
6 14 (0.43%) FTP
7 13 (0.40%) LAN
8 12 (0.37%) TCP/IP
9 11 (0.34%) IPv4
9 11 (0.34%) WAN
10 8 (0.25%) Sourcefire
11 7 (0.22%) SSL
12 6 (0.18%) Intranet
13 5 (0.15%) VPN
14 3 (0.092%) AMQP
14 3 (0.092%) BIG-IP
14 3 (0.092%) NetScaler
14 3 (0.092%) RFID
14 3 (0.092%) SMTP
14 3 (0.092%) SNMP
Database & Business Intelligence
1 1,116 (34.31%) NoSQL
2 732 (22.50%) MySQL
3 699 (21.49%) PostgreSQL
4 548 (16.85%) Redis
5 448 (13.77%) SQL Server
6 343 (10.54%) Relational Database
7 338 (10.39%) Apache Cassandra
8 296 (9.10%) Big Data
9 234 (7.19%) Amazon DynamoDB
10 211 (6.49%) Hadoop
11 134 (4.12%) MariaDB
12 105 (3.23%) Data Lake
13 98 (3.01%) Azure SQL Database
14 92 (2.83%) SQL Server Integration Services
15 90 (2.77%) Data Warehouse
16 76 (2.34%) Couchbase
16 76 (2.34%) Power BI
17 70 (2.15%) Amazon RDS
18 67 (2.06%) Amazon Aurora
19 59 (1.81%) Hazelcast
Development Applications
1 699 (21.49%) Git (software)
2 484 (14.88%) Jenkins
3 148 (4.55%) JIRA
4 127 (3.90%) webpack
5 126 (3.87%) Maven
6 119 (3.66%) JUnit
7 108 (3.32%) Atlassian Bamboo
8 102 (3.14%) JMeter
9 95 (2.92%) Cypress.io
10 92 (2.83%) Selenium
11 90 (2.77%) GitLab
12 85 (2.61%) SonarQube
13 75 (2.31%) CircleCI
14 67 (2.06%) Bitbucket
15 63 (1.94%) Team Foundation Server
16 60 (1.84%) Cucumber
17 55 (1.69%) Eclipse
17 55 (1.69%) Mocha
18 44 (1.35%) Robot Framework
19 40 (1.23%) WebDriver
General
1 686 (21.09%) Finance
2 509 (15.65%) Social Skills
3 317 (9.74%) Public Sector
4 173 (5.32%) Games
5 166 (5.10%) Retail
6 153 (4.70%) Marketing
7 145 (4.46%) Analytical Skills
8 123 (3.78%) Banking
9 75 (2.31%) Legal
10 72 (2.21%) Back Office
11 66 (2.03%) Presentation Skills
12 61 (1.88%) Inclusion and Diversity
12 61 (1.88%) Law
13 57 (1.75%) Telecoms
14 55 (1.69%) Advertising
15 50 (1.54%) Influencing Skills
15 50 (1.54%) Investment Banking
16 44 (1.35%) Manufacturing
17 40 (1.23%) Online Betting
18 30 (0.92%) Front Office
Job Titles
1 1,580 (48.57%) Developer
2 486 (14.94%) Software Engineer
3 455 (13.99%) Senior Developer
4 348 (10.70%) Java Developer
5 315 (9.68%) Software Developer
6 308 (9.47%) Full Stack Developer
7 182 (5.59%) PHP Developer
8 166 (5.10%) Senior Software Developer
9 159 (4.89%) DevOps Engineer
10 149 (4.58%) Backend Developer
11 144 (4.43%) Senior Software Engineer
12 108 (3.32%) React Developer
13 106 (3.26%) .NET Developer
13 106 (3.26%) Data Engineer
14 105 (3.23%) JavaScript Developer
15 104 (3.20%) Architect
16 97 (2.98%) Node.js Developer
17 95 (2.92%) Front End Developer (Client-Side Developer)
18 94 (2.89%) Technical Leader
19 93 (2.86%) Lead Developer
Libraries, Frameworks & Software Standards
1 1,435 (44.11%) Node.js
2 1,099 (33.78%) React
3 795 (24.44%) AngularJS
4 647 (19.89%) Kafka
5 614 (18.87%) .NET
6 597 (18.35%) REST
7 588 (18.08%) Spring
8 531 (16.32%) HTML
9 482 (14.82%) CSS
10 431 (13.25%) Web Services
11 410 (12.60%) RESTful
12 324 (9.96%) RabbitMQ
13 317 (9.74%) Hibernate
14 298 (9.16%) GraphQL
15 244 (7.50%) Spring Boot
16 233 (7.16%) JSON
17 205 (6.30%) jQuery
18 204 (6.27%) HTML5
19 187 (5.75%) Vue.js
20 176 (5.41%) Express
Miscellaneous
1 397 (12.20%) User Experience
2 180 (5.53%) Self-Motivation
3 126 (3.87%) Algorithms
3 126 (3.87%) Mobile App
4 121 (3.72%) Greenfield Project
5 105 (3.23%) Blog
6 88 (2.71%) Linux Command Line
7 85 (2.61%) Data Structures
8 78 (2.40%) Cloud Native
9 74 (2.27%) Virtual Team
10 65 (2.00%) BBC
11 53 (1.63%) Enterprise Software
12 50 (1.54%) Data Centre
13 44 (1.35%) Cyberattack
13 44 (1.35%) Public Cloud
14 39 (1.20%) Online Games
15 35 (1.08%) Client/Server
16 23 (0.71%) Derivative
16 23 (0.71%) Tandem
17 21 (0.65%) SWIFT
Operating Systems
1 500 (15.37%) Linux
2 170 (5.23%) Windows
3 146 (4.49%) Unix
4 106 (3.26%) Android
5 77 (2.37%) Apple iOS
6 65 (2.00%) CentOS
7 64 (1.97%) Red Hat Enterprise Linux
8 37 (1.14%) Windows Server 2012
9 24 (0.74%) Windows Server 2016
9 24 (0.74%) Windows Server 2019
10 19 (0.58%) VMS
11 13 (0.40%) Windows 10
11 13 (0.40%) Windows 7
12 11 (0.34%) Windows Server
13 8 (0.25%) Solaris
13 8 (0.25%) Ubuntu
14 4 (0.12%) AIX
14 4 (0.12%) DC/OS
14 4 (0.12%) FreeBSD
14 4 (0.12%) Mac OS
Processes & Methodologies
1 1,720 (52.87%) Agile Software Development
2 986 (30.31%) Microservices
3 974 (29.94%) Software Engineering
4 944 (29.02%) DevOps
5 725 (22.29%) TDD
6 714 (21.95%) Full Stack Development
7 616 (18.94%) Scrum
8 595 (18.29%) Mentoring
9 507 (15.59%) Test Automation
10 452 (13.89%) Problem-Solving
11 450 (13.83%) BDD
12 411 (12.63%) Analytics
13 359 (11.04%) Continuous Integration
14 356 (10.94%) Computer Science
15 325 (9.99%) MVC
16 275 (8.45%) Fintech
17 268 (8.24%) Artificial Intelligence
18 251 (7.72%) Change Control
19 250 (7.69%) OO
20 249 (7.65%) Event-Driven
Programming Languages
1 1,392 (42.79%) JavaScript
2 1,353 (41.59%) Java
3 1,192 (36.64%) SQL
4 1,100 (33.81%) Python
5 782 (24.04%) TypeScript
6 773 (23.76%) C#
7 477 (14.66%) PHP
8 295 (9.07%) Go
9 233 (7.16%) PowerShell
10 219 (6.73%) Bash Shell
11 193 (5.93%) Scala
12 172 (5.29%) Ruby
13 140 (4.30%) Groovy
14 123 (3.78%) Kotlin
15 120 (3.69%) Java 8
16 107 (3.29%) C++
17 83 (2.55%) ES6
18 71 (2.18%) C
19 61 (1.88%) R
20 46 (1.41%) Perl
Qualifications
1 395 (12.14%) Degree
2 328 (10.08%) Security Cleared
3 300 (9.22%) SC Cleared
4 242 (7.44%) Computer Science Degree
5 55 (1.69%) Master's Degree
6 42 (1.29%) Numerate Degree
7 29 (0.89%) DV Cleared
8 25 (0.77%) BPSS Clearance
9 12 (0.37%) AWS Certification
10 8 (0.25%) DBS Check
10 8 (0.25%) HND
11 5 (0.15%) ITIL Foundation Certificate
12 4 (0.12%) Microsoft Certification
12 4 (0.12%) OCP
12 4 (0.12%) Oracle Certification
13 3 (0.092%) CCNA
13 3 (0.092%) Cisco Certification
14 2 (0.061%) HNC
14 2 (0.061%) MCSA
14 2 (0.061%) MCSE
Quality Assurance & Compliance
1 194 (5.96%) QA
2 49 (1.51%) GDPR
3 44 (1.35%) Accessibility
4 35 (1.08%) Data Quality
5 14 (0.43%) SLA
6 12 (0.37%) ISO/IEC 27001
7 10 (0.31%) PCI DSS
8 5 (0.15%) GRC
9 3 (0.092%) ISO 9001
10 1 (0.031%) NIST
10 1 (0.031%) Sarbanes-Oxley
System Software
1 1,145 (35.20%) Docker
2 27 (0.83%) VMware Infrastructure
3 20 (0.61%) Apache ZooKeeper
4 15 (0.46%) Varnish
5 12 (0.37%) Active Directory
6 7 (0.22%) Ceph
7 6 (0.18%) ISA Server
7 6 (0.18%) Virtual Machines
8 5 (0.15%) HDFS
8 5 (0.15%) vSphere
9 4 (0.12%) KVM
9 4 (0.12%) LXC
10 3 (0.092%) Gluster
11 1 (0.031%) Apache Flume
11 1 (0.031%) GlusterFS
11 1 (0.031%) Hyper-V
11 1 (0.031%) NFS
11 1 (0.031%) Veritas Cluster Server
11 1 (0.031%) VirtualBox
Systems Management
1 960 (29.51%) Kubernetes
2 351 (10.79%) Terraform
3 265 (8.15%) Ansible
4 119 (3.66%) Opscode Chef
5 112 (3.44%) Prometheus
6 109 (3.35%) Puppet
7 104 (3.20%) Grafana
8 23 (0.71%) Docker Swarm
9 21 (0.65%) Single Sign-On
10 17 (0.52%) HAProxy
11 16 (0.49%) Graphite
11 16 (0.49%) Istio
12 15 (0.46%) linkerd
13 13 (0.40%) Kibana
14 11 (0.34%) SCCM
15 10 (0.31%) Consul
15 10 (0.31%) Rancher
16 9 (0.28%) logstash
17 8 (0.25%) Galera Cluster
18 7 (0.22%) Nagios
Vendors
1 425 (13.06%) Oracle
2 261 (8.02%) Microsoft
3 240 (7.38%) Google
4 85 (2.61%) New Relic
5 70 (2.15%) Zend
6 68 (2.09%) SaltStack
7 65 (2.00%) Red Hat
8 52 (1.60%) Atlassian
9 49 (1.51%) Splunk
10 39 (1.20%) Dell
11 38 (1.17%) Salesforce.com
12 33 (1.01%) Facebook
13 32 (0.98%) Apple
14 31 (0.95%) Databricks
14 31 (0.95%) VMware
15 29 (0.89%) LexisNexis
15 29 (0.89%) Spotify
16 26 (0.80%) IBM
16 26 (0.80%) Palantir
17 25 (0.77%) Mercator