Period
to 14 November 2019

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 14 November 2019 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 191 155 157
Rank change year-on-year -36 +2 -8
Permanent jobs citing MongoDB 2,442 3,577 4,191
As % of all permanent IT jobs advertised in the UK 1.78% 2.19% 2.32%
As % of the Database & Business Intelligence category 6.62% 7.51% 7.66%
Number of salaries quoted 2,007 2,881 3,525
UK median annual salary £57,500 £57,500 £55,000
Median salary % change year-on-year - +4.55% +1.85%
10th Percentile £33,250 £35,000 £32,500
90th Percentile £90,000 £90,000 £81,250
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 36,914 47,629 54,733
As % of all permanent IT jobs advertised in the UK 26.92% 29.12% 30.28%
Number of salaries quoted 30,403 39,194 45,065
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

MongoDB
Job Vacancy Trend

Job postings citing MongoDB as a percentage of all IT jobs advertised.

Job vacancy trend for MongoDB in the UK

MongoDB
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB.

Salary trend for MongoDB in the UK

MongoDB
Salary Histogram

The salary distribution of IT jobs citing MongoDB over the 6 months to 14 November 2019.

Salary histogram for MongoDB in the UK

MongoDB
Top 16 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 14 November 2019. 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 -43 2,249 £57,500 - 526
UK excluding London -13 1,475 £50,000 - 343
London -69 919 £75,000 +11.11% 210
South East +13 413 £50,000 -4.76% 70
North of England -49 335 £51,240 +2.48% 101
South West +28 249 £50,000 - 56
Midlands +53 243 £40,000 -16.67% 62
North West -64 200 £54,486 +3.78% 56
West Midlands +35 133 £42,500 -15.00% 45
East Midlands +43 108 £40,000 -5.88% 17
Yorkshire -17 106 £50,000 +11.11% 36
East of England -46 92 £55,000 - 30
Scotland +14 78 £48,000 +6.67% 19
Wales +4 37 £37,500 -6.25% 6
Northern Ireland +17 30 £45,000 +28.57% 2
North East -3 29 £47,500 +5.56% 9

For the 6 months to 14 November 2019, 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 1,268 (51.92%) Agile Software Development
2 1,068 (43.73%) JavaScript
3 857 (35.09%) Java
4 823 (33.70%) AWS
5 820 (33.58%) NoSQL
6 775 (31.74%) SQL
7 756 (30.96%) Docker
8 719 (29.44%) Node.js
9 670 (27.44%) Python
10 632 (25.88%) Azure
11 631 (25.84%) Microservices
12 628 (25.72%) DevOps
13 579 (23.71%) MySQL
14 574 (23.51%) Git (software)
15 555 (22.73%) Software Engineering
16 553 (22.65%) Linux
17 543 (22.24%) AngularJS
18 538 (22.03%) React
19 514 (21.05%) C#
19 514 (21.05%) SQL Server
20 498 (20.39%) TDD
21 491 (20.11%) HTML
22 475 (19.45%) .NET
23 469 (19.21%) CSS
24 463 (18.96%) Kubernetes
25 443 (18.14%) PostgreSQL
26 426 (17.44%) Spring
27 412 (16.87%) Scrum
28 340 (13.92%) Kafka
29 319 (13.06%) MVC

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
1 270 (11.06%) Elasticsearch
2 203 (8.31%) Apache Spark
3 120 (4.91%) Confluence
4 101 (4.14%) Apache
5 77 (3.15%) JBoss
6 72 (2.95%) Tomcat
7 54 (2.21%) Apache Solr
8 44 (1.80%) nginx
9 37 (1.52%) Apache Pig
10 34 (1.39%) Cloud Foundry
11 28 (1.15%) IIS
12 27 (1.11%) OpenStack
13 22 (0.90%) NServiceBus
14 21 (0.86%) CMS
14 21 (0.86%) Hyperledger
15 16 (0.66%) WebLogic
15 16 (0.66%) WordPress
16 15 (0.61%) Drupal
17 12 (0.49%) Mule
18 11 (0.45%) SharePoint
Applications
1 19 (0.78%) Microsoft Office
2 16 (0.66%) Microsoft Excel
3 7 (0.29%) Adobe Illustrator
3 7 (0.29%) Photoshop
4 5 (0.20%) InDesign
5 4 (0.16%) GNU Octave
6 1 (0.041%) Chatbot
6 1 (0.041%) Microsoft PowerPoint
6 1 (0.041%) Sketch
6 1 (0.041%) SPSS
6 1 (0.041%) Weka
Business Applications
1 7 (0.29%) Magento
2 5 (0.20%) OpenCart
2 5 (0.20%) Payment Gateway
3 3 (0.12%) Dynamics AX
3 3 (0.12%) Dynamics CRM
3 3 (0.12%) osCommerce
3 3 (0.12%) Q-Pulse
3 3 (0.12%) Sage CRM
3 3 (0.12%) Shopify
4 2 (0.082%) NetSuite
4 2 (0.082%) Oracle Receivables
4 2 (0.082%) Quorum
5 1 (0.041%) Distributed Ledger
5 1 (0.041%) Dynamics NAV
5 1 (0.041%) FINCAD Analytics
5 1 (0.041%) Remedy ITSM
5 1 (0.041%) SDL Web 8
Cloud Services
1 823 (33.70%) AWS
2 632 (25.88%) Azure
3 209 (8.56%) GCP
4 182 (7.45%) Serverless
5 153 (6.27%) AWS Lambda
6 131 (5.36%) Amazon S3
7 129 (5.28%) Amazon EC2
8 125 (5.12%) SaaS
9 100 (4.10%) GitHub
10 72 (2.95%) Amazon SQS
11 54 (2.21%) Power Platform
12 52 (2.13%) PaaS
13 49 (2.01%) Amazon Kinesis
14 43 (1.76%) Amazon ECS
15 42 (1.72%) AWS CloudFormation
16 37 (1.52%) IaaS
17 32 (1.31%) Cloud Computing
18 28 (1.15%) Amazon ELB
19 27 (1.11%) DigitalOcean
20 26 (1.06%) Amazon EMR
Communications & Networking
1 79 (3.24%) HTTP
2 53 (2.17%) TCP/IP
3 46 (1.88%) Firewall
4 40 (1.64%) DNS
5 38 (1.56%) Internet
6 31 (1.27%) Extranet
7 27 (1.11%) HTTPS
8 14 (0.57%) VPN
9 11 (0.45%) SSL
10 9 (0.37%) FTP
10 9 (0.37%) MQTT
11 8 (0.33%) Network Security
11 8 (0.33%) VLAN
12 7 (0.29%) SMS
12 7 (0.29%) SMTP
12 7 (0.29%) Wireshark
13 5 (0.20%) 3G
13 5 (0.20%) Broadband
13 5 (0.20%) DHCP
13 5 (0.20%) VoIP
Database & Business Intelligence
1 820 (33.58%) NoSQL
2 579 (23.71%) MySQL
3 514 (21.05%) SQL Server
4 443 (18.14%) PostgreSQL
5 295 (12.08%) Big Data
6 234 (9.58%) Hadoop
7 226 (9.25%) Apache Cassandra
7 226 (9.25%) Redis
8 215 (8.80%) Relational Database
9 106 (4.34%) Amazon DynamoDB
10 105 (4.30%) Data Warehouse
11 87 (3.56%) Apache Hive
12 81 (3.32%) SQL Server 2016
13 79 (3.24%) Neo4j
14 71 (2.91%) RavenDB
15 65 (2.66%) RDBMS
16 64 (2.62%) Cosmos DB
17 56 (2.29%) Amazon RDS
18 54 (2.21%) Power BI
19 53 (2.17%) SQL Server Integration Services
Development Applications
1 574 (23.51%) Git (software)
2 298 (12.20%) Jenkins
3 173 (7.08%) Selenium
4 167 (6.84%) JIRA
5 115 (4.71%) Cucumber
6 93 (3.81%) Maven
7 74 (3.03%) JUnit
8 69 (2.83%) Bitbucket
9 61 (2.50%) webpack
10 57 (2.33%) TeamCity
11 44 (1.80%) GitLab
12 43 (1.76%) Subversion
13 41 (1.68%) Octopus Deploy
14 38 (1.56%) Babel
15 35 (1.43%) Atlassian Bamboo
15 35 (1.43%) Sonatype Nexus
16 33 (1.35%) Artifactory
17 32 (1.31%) Gradle
18 28 (1.15%) Vagrant
19 26 (1.06%) gulp
General
1 275 (11.26%) Finance
2 210 (8.60%) Retail
3 100 (4.10%) Marketing
4 89 (3.64%) Public Sector
5 83 (3.40%) Banking
6 71 (2.91%) Games
7 66 (2.70%) Advertising
8 37 (1.52%) Telecoms
9 32 (1.31%) Electronics
10 28 (1.15%) Manufacturing
11 24 (0.98%) Publishing
12 21 (0.86%) Aerospace
13 20 (0.82%) Law
14 18 (0.74%) Legal
15 16 (0.66%) Investment Banking
16 15 (0.61%) Automotive
16 15 (0.61%) Financial Institution
17 10 (0.41%) Pharmaceutical
18 8 (0.33%) Front Office
19 7 (0.29%) Back Office
Job Titles
1 1,341 (54.91%) Developer
2 369 (15.11%) Software Engineer
3 297 (12.16%) Senior Developer
4 267 (10.93%) Java Developer
5 239 (9.79%) .NET Developer
6 183 (7.49%) Software Developer
7 171 (7.00%) Full Stack Developer
8 144 (5.90%) JavaScript Developer
9 138 (5.65%) Senior Software Engineer
10 132 (5.41%) C# Developer
11 112 (4.59%) PHP Developer
12 108 (4.42%) Architect
12 108 (4.42%) DevOps Engineer
13 105 (4.30%) Python Developer
14 96 (3.93%) C# .NET Developer
14 96 (3.93%) React Developer
15 93 (3.81%) Data Engineer
15 93 (3.81%) Java Engineer
16 83 (3.40%) Senior Java Developer
17 76 (3.11%) DBA
Libraries, Frameworks & Software Standards
1 719 (29.44%) Node.js
2 543 (22.24%) AngularJS
3 538 (22.03%) React
4 491 (20.11%) HTML
5 475 (19.45%) .NET
6 469 (19.21%) CSS
7 426 (17.44%) Spring
8 340 (13.92%) Kafka
9 309 (12.65%) RESTful
10 294 (12.04%) Web Services
11 290 (11.88%) REST
12 227 (9.30%) ASP.NET
13 223 (9.13%) HTML5
14 195 (7.99%) Spring Boot
15 168 (6.88%) .NET Core
16 164 (6.72%) JSON
17 163 (6.67%) ASP.NET MVC
18 147 (6.02%) Vue.js
19 144 (5.90%) Hibernate
20 141 (5.77%) RabbitMQ
Miscellaneous
1 157 (6.43%) Greenfield Project
2 146 (5.98%) Mobile App
3 135 (5.53%) Analytical Skills
4 121 (4.95%) Enterprise Software
5 104 (4.26%) User Experience
6 66 (2.70%) Algorithms
7 60 (2.46%) Cloud Native
8 53 (2.17%) Data Structures
8 53 (2.17%) Replication
9 47 (1.92%) Self-Motivation
10 44 (1.80%) Clustering
11 39 (1.60%) Private Cloud
12 38 (1.56%) Management Information System
13 37 (1.52%) Public Cloud
14 35 (1.43%) EPoS
15 34 (1.39%) Linux Command Line
16 31 (1.27%) Hedge funds
17 26 (1.06%) Cyberthreat
18 22 (0.90%) Internet of Things
19 19 (0.78%) Smartphone
Operating Systems
1 553 (22.65%) Linux
2 184 (7.53%) Unix
3 125 (5.12%) Windows
4 49 (2.01%) CentOS
5 44 (1.80%) Android
6 35 (1.43%) Apple iOS
6 35 (1.43%) Windows Server
7 31 (1.27%) Red Hat Enterprise Linux
8 19 (0.78%) Ubuntu
9 15 (0.61%) Windows Server 2012
10 14 (0.57%) Mac OS X
11 11 (0.45%) Mac OS
12 10 (0.41%) Windows 7
13 9 (0.37%) Kali Linux
14 7 (0.29%) Windows 10
15 6 (0.25%) VME
16 5 (0.20%) AIX
16 5 (0.20%) Oracle Linux
17 4 (0.16%) Debian
18 3 (0.12%) Windows Server 2008
Processes & Methodologies
1 1,268 (51.92%) Agile Software Development
2 631 (25.84%) Microservices
3 628 (25.72%) DevOps
4 555 (22.73%) Software Engineering
5 498 (20.39%) TDD
6 412 (16.87%) Scrum
7 319 (13.06%) MVC
8 296 (12.12%) Continuous Integration
9 267 (10.93%) Problem-Solving
10 262 (10.73%) Test Automation
11 261 (10.69%) Mentoring
12 239 (9.79%) Analytics
13 214 (8.76%) Open Source
14 204 (8.35%) BDD
15 173 (7.08%) Computer Science
16 165 (6.76%) Machine Learning
17 161 (6.59%) Web Development
18 159 (6.51%) Data Science
19 158 (6.47%) OO
20 144 (5.90%) E-Commerce
Programming Languages
1 1,068 (43.73%) JavaScript
2 857 (35.09%) Java
3 775 (31.74%) SQL
4 670 (27.44%) Python
5 514 (21.05%) C#
6 242 (9.91%) PHP
7 177 (7.25%) Scala
8 176 (7.21%) Go
9 152 (6.22%) Java 8
10 149 (6.10%) TypeScript
11 144 (5.90%) Ruby
12 126 (5.16%) C++
13 114 (4.67%) Bash Shell
14 107 (4.38%) T-SQL
15 85 (3.48%) PowerShell
16 80 (3.28%) ES6
17 55 (2.25%) Perl
18 54 (2.21%) C
19 45 (1.84%) ES7
20 41 (1.68%) R
Qualifications
1 152 (6.22%) Degree
2 136 (5.57%) Security Cleared
3 74 (3.03%) DV Cleared
4 67 (2.74%) Computer Science Degree
5 62 (2.54%) SC Cleared
6 28 (1.15%) ISTQB
7 15 (0.61%) PhD
8 14 (0.57%) ISTQB Foundation Certification
9 11 (0.45%) AWS Certification
10 8 (0.33%) Numerate Degree
11 7 (0.29%) Microsoft Certification
12 6 (0.25%) ISEB
12 6 (0.25%) Postgraduate
13 4 (0.16%) Cisco Certification
14 3 (0.12%) CCNA
14 3 (0.12%) GIAC
14 3 (0.12%) Master's Degree
14 3 (0.12%) SANS
14 3 (0.12%) TOGAF Certification
15 2 (0.082%) CISSP
Quality Assurance & Compliance
1 113 (4.63%) QA
2 37 (1.52%) Data Quality
3 18 (0.74%) GDPR
4 15 (0.61%) ISO/IEC 27001
5 5 (0.20%) PCI DSS
6 3 (0.12%) WAI
7 2 (0.082%) SLA
8 1 (0.041%) DICOM
8 1 (0.041%) EMIR
8 1 (0.041%) MiFID
8 1 (0.041%) PA-DSS
8 1 (0.041%) PSD2
8 1 (0.041%) WCAG
System Software
1 756 (30.96%) Docker
2 22 (0.90%) VMware Infrastructure
3 20 (0.82%) Apache ZooKeeper
4 17 (0.70%) HDFS
5 12 (0.49%) Apache Flume
5 12 (0.49%) Hyper-V
6 8 (0.33%) Active Directory
6 8 (0.33%) iptables
6 8 (0.33%) LXC
7 6 (0.25%) Oracle RAC
7 6 (0.25%) Varnish
7 6 (0.25%) Virtual Machines
8 5 (0.20%) VirtualBox
8 5 (0.20%) vSphere
9 3 (0.12%) BitLocker
9 3 (0.12%) Citrix Hypervisor
9 3 (0.12%) KVM
9 3 (0.12%) VMware ESXi
10 2 (0.082%) Xen
11 1 (0.041%) Cronacle
Systems Management
1 463 (18.96%) Kubernetes
2 181 (7.41%) Ansible
3 139 (5.69%) Puppet
4 130 (5.32%) Opscode Chef
5 109 (4.46%) Terraform
6 67 (2.74%) Marathon
6 67 (2.74%) Mesos
7 63 (2.58%) Kibana
8 55 (2.25%) Prometheus
9 26 (1.06%) ZABBIX
10 22 (0.90%) Nagios
11 21 (0.86%) Grafana
11 21 (0.86%) logstash
12 20 (0.82%) Oozie
13 15 (0.61%) Docker Swarm
14 13 (0.53%) Graphite
14 13 (0.53%) Istio
14 13 (0.53%) Salt
15 11 (0.45%) HAProxy
15 11 (0.45%) Packer
Vendors
1 282 (11.55%) Oracle
2 212 (8.68%) Microsoft
3 145 (5.94%) Google
4 48 (1.97%) Atlassian
5 44 (1.80%) Sage
6 37 (1.52%) Facebook
7 36 (1.47%) Red Hat
8 35 (1.43%) Cloudera
9 34 (1.39%) VMware
10 32 (1.31%) YouTube
11 30 (1.23%) SAP
12 29 (1.19%) Tableau
13 28 (1.15%) IBM
14 24 (0.98%) Splunk
15 23 (0.94%) Databricks
15 23 (0.94%) Hortonworks
16 20 (0.82%) Talend
17 18 (0.74%) Percona
18 15 (0.61%) Apple
19 14 (0.57%) Informatica