Period
to 16 June 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 16 June 2019 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
16 Jun 2019
Same period 2018 Same period 2017
Rank 174 136 144
Rank change year-on-year -38 +8 +37
Permanent jobs citing MongoDB 2,880 4,191 4,140
As % of all permanent IT jobs advertised in the UK 2.01% 2.44% 2.41%
As % of the Database & Business Intelligence category 7.18% 7.96% 7.82%
Number of salaries quoted 2,338 3,401 3,519
UK median annual salary £57,500 £52,500 £55,000
Median salary % change year-on-year +9.52% -4.55% -
10th Percentile £32,500 £32,500 £31,250
90th Percentile £90,000 £82,500 £80,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -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 40,111 52,629 52,969
As % of all permanent IT jobs advertised in the UK 27.93% 30.63% 30.81%
Number of salaries quoted 32,763 43,182 44,809
UK median annual salary £52,000 £50,000 £47,500
Median salary % change year-on-year +4.00% +5.26% -
10th Percentile £31,250 £31,250 £29,500
90th Percentile £85,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 16 June 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 16 June 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 -35 2,686 £60,000 +9.09% 158
UK excluding London -32 1,623 £50,000 +5.26% 106
London -33 1,219 £70,000 +7.69% 57
South East +6 515 £50,000 - 32
North of England -70 361 £52,500 +10.53% 33
South West +6 270 £47,500 - 14
North West -20 255 £55,000 +15.79% 17
Midlands -36 181 £40,000 -11.11% 17
East of England -28 141 £50,000 -9.09% 5
East Midlands -6 92 £37,500 -21.05% 7
Yorkshire -65 92 £50,000 +5.26% 9
Scotland -46 88 £42,500 -5.56% 1
West Midlands -44 87 £45,000 - 10
Northern Ireland +9 35 £50,000 - 3
Wales +7 32 £33,811 -6.08% 1
North East -12 15 £49,337 +23.34% 7

For the 6 months to 16 June 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 1,474 (51.18%) Agile Software Development
2 1,296 (45.00%) JavaScript
3 1,206 (41.88%) Java
4 1,091 (37.88%) NoSQL
5 1,020 (35.42%) Amazon AWS
6 956 (33.19%) SQL
7 891 (30.94%) Python
8 784 (27.22%) DevOps
9 747 (25.94%) AngularJS
10 736 (25.56%) Microsoft Azure
11 735 (25.52%) Docker
12 696 (24.17%) HTML
13 695 (24.13%) Linux
14 694 (24.10%) MySQL
15 687 (23.85%) SQL Server
16 662 (22.99%) C#
16 662 (22.99%) Git (software)
17 642 (22.29%) Node.js
18 640 (22.22%) Microservices
19 632 (21.94%) TDD
20 622 (21.60%) CSS
21 605 (21.01%) .NET
22 590 (20.49%) Software Engineering
23 524 (18.19%) Spring
24 519 (18.02%) Scrum
25 495 (17.19%) React
26 483 (16.77%) PostgreSQL
27 459 (15.94%) Kubernetes
28 447 (15.52%) Kafka
29 441 (15.31%) Continuous Integration

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
1 424 (14.72%) Elasticsearch
2 304 (10.56%) Apache Spark
3 173 (6.01%) Apache
4 127 (4.41%) Apache Pig
5 118 (4.10%) Tomcat
6 85 (2.95%) JBoss
7 71 (2.47%) Confluence
8 58 (2.01%) Apache Solr
9 57 (1.98%) Cloud Foundry
10 50 (1.74%) CMS
11 42 (1.46%) IIS
11 42 (1.46%) nginx
12 33 (1.15%) SharePoint
13 30 (1.04%) NServiceBus
14 29 (1.01%) OpenStack
15 25 (0.87%) WebLogic
16 21 (0.73%) Jetty
16 21 (0.73%) WordPress
17 20 (0.69%) WebSphere
18 17 (0.59%) Adobe Experience Manager
Applications
1 15 (0.52%) Microsoft Office
2 7 (0.24%) Weka
3 5 (0.17%) Maple
3 5 (0.17%) Microsoft Excel
4 4 (0.14%) Chatbot
5 2 (0.069%) Adobe XD
5 2 (0.069%) GNU Octave
5 2 (0.069%) Photoshop
5 2 (0.069%) SPSS
6 1 (0.035%) Figma
6 1 (0.035%) InVision
6 1 (0.035%) Simulink
6 1 (0.035%) Sketch
6 1 (0.035%) S-PLUS
6 1 (0.035%) Stata
6 1 (0.035%) Zeplin
Business Applications
1 36 (1.25%) Magento
2 8 (0.28%) R3 Corda
3 7 (0.24%) Dynamics AX
3 7 (0.24%) Dynamics CRM
3 7 (0.24%) Q-Pulse
3 7 (0.24%) Sage CRM
4 4 (0.14%) SDL Web 8
5 3 (0.10%) Payment Gateway
6 2 (0.069%) Distributed Ledger
7 1 (0.035%) Markit EDM
7 1 (0.035%) Remedy ITSM
7 1 (0.035%) SAP FI-CA
7 1 (0.035%) SAP MDG
7 1 (0.035%) SAP PSCD
Cloud Services
1 1,020 (35.42%) Amazon AWS
2 736 (25.56%) Microsoft Azure
3 287 (9.97%) Google Cloud Platform
4 155 (5.38%) Serverless
5 149 (5.17%) GitHub
6 140 (4.86%) Amazon S3
7 127 (4.41%) SaaS
8 116 (4.03%) Amazon EC2
9 109 (3.78%) AWS Lambda
10 72 (2.50%) AWS CloudFormation
11 71 (2.47%) PaaS
12 62 (2.15%) Power Platform
13 58 (2.01%) IaaS
14 55 (1.91%) Cloud Computing
15 54 (1.88%) Amazon EMR
16 50 (1.74%) Amazon SQS
17 48 (1.67%) Amazon Kinesis
18 42 (1.46%) Amazon ECS
19 33 (1.15%) Route 53
20 31 (1.08%) Amazon ELB
Communications & Networking
1 82 (2.85%) HTTP
2 76 (2.64%) Internet
3 46 (1.60%) Firewall
4 45 (1.56%) TCP/IP
5 38 (1.32%) DNS
6 35 (1.22%) VPN
7 28 (0.97%) HTTPS
8 24 (0.83%) Extranet
8 24 (0.83%) WAN
9 21 (0.73%) LAN
9 21 (0.73%) SSL
10 20 (0.69%) Bluetooth
11 17 (0.59%) MQTT
12 14 (0.49%) VLAN
13 13 (0.45%) Software-Defined Networking
14 11 (0.38%) Network Security
14 11 (0.38%) SMS
14 11 (0.38%) Wi-Fi
15 10 (0.35%) VoIP
16 9 (0.31%) SMTP
Database & Business Intelligence
1 1,091 (37.88%) NoSQL
2 694 (24.10%) MySQL
3 687 (23.85%) SQL Server
4 483 (16.77%) PostgreSQL
5 437 (15.17%) Big Data
6 402 (13.96%) Apache Cassandra
7 382 (13.26%) Hadoop
8 311 (10.80%) Redis
9 293 (10.17%) Relational Database
10 180 (6.25%) HBase
11 173 (6.01%) Apache Hive
12 145 (5.03%) Neo4j
13 141 (4.90%) Data Warehouse
14 139 (4.83%) Amazon DynamoDB
15 123 (4.27%) SQL Server Reporting Services
16 117 (4.06%) SQL Server Integration Services
17 109 (3.78%) Sqoop
18 107 (3.72%) SQL Server Analysis Services
19 97 (3.37%) SQL Server 2016
20 82 (2.85%) RDBMS
Development Applications
1 662 (22.99%) Git (software)
2 378 (13.13%) Jenkins
3 160 (5.56%) Selenium
4 147 (5.10%) JIRA
5 136 (4.72%) Maven
6 135 (4.69%) Cucumber
7 96 (3.33%) webpack
8 88 (3.06%) JUnit
9 81 (2.81%) GitLab
10 78 (2.71%) Gradle
11 71 (2.47%) Octopus Deploy
12 69 (2.40%) Atlassian Bamboo
13 64 (2.22%) Bitbucket
14 63 (2.19%) Subversion
15 62 (2.15%) Vagrant
16 61 (2.12%) TeamCity
17 55 (1.91%) Team Foundation Server
18 50 (1.74%) Visual Studio
19 43 (1.49%) Babel
20 36 (1.25%) Eclipse
General
1 415 (14.41%) Finance
2 298 (10.35%) Retail
3 123 (4.27%) Banking
4 93 (3.23%) Law
5 88 (3.06%) Marketing
6 71 (2.47%) Games
7 63 (2.19%) Manufacturing
8 50 (1.74%) Telecoms
9 48 (1.67%) Advertising
10 34 (1.18%) Electronics
10 34 (1.18%) Publishing
11 21 (0.73%) Front Office
12 17 (0.59%) Legal
13 12 (0.42%) Financial Institution
13 12 (0.42%) Pharmaceutical
14 11 (0.38%) Automotive
14 11 (0.38%) Retail Banking
15 10 (0.35%) Back Office
16 8 (0.28%) Aerospace
16 8 (0.28%) Investment Banking
Job Titles
1 1,578 (54.79%) Developer
2 391 (13.58%) Java Developer
3 319 (11.08%) Software Engineer
4 315 (10.94%) Senior Developer
5 300 (10.42%) .NET Developer
6 235 (8.16%) Full Stack Developer
7 195 (6.77%) Architect
8 190 (6.60%) Software Developer
9 185 (6.42%) Data Engineer
10 166 (5.76%) C# Developer
11 162 (5.63%) DevOps Engineer
12 153 (5.31%) JavaScript Developer
13 133 (4.62%) Python Developer
14 123 (4.27%) Big Data Engineer
15 116 (4.03%) PHP Developer
16 114 (3.96%) DBA
17 106 (3.68%) Senior Java Developer
18 104 (3.61%) Java Engineer
19 101 (3.51%) C# .NET Developer
20 99 (3.44%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 747 (25.94%) AngularJS
2 696 (24.17%) HTML
3 642 (22.29%) Node.js
4 622 (21.60%) CSS
5 605 (21.01%) .NET
6 524 (18.19%) Spring
7 495 (17.19%) React
8 447 (15.52%) Kafka
9 393 (13.65%) Web Services
10 364 (12.64%) RESTful
11 362 (12.57%) REST
12 302 (10.49%) HTML5
13 280 (9.72%) ASP.NET
14 255 (8.85%) RabbitMQ
15 240 (8.33%) Vue.js
16 212 (7.36%) .NET Framework
17 197 (6.84%) ASP.NET MVC
18 194 (6.74%) jQuery
18 194 (6.74%) Spring Boot
19 188 (6.53%) JSON
Miscellaneous
1 209 (7.26%) Greenfield Project
2 151 (5.24%) Analytical Skills
3 136 (4.72%) Mobile App
4 118 (4.10%) Enterprise Software
5 108 (3.75%) User Experience
6 101 (3.51%) Clustering
7 93 (3.23%) Replication
8 59 (2.05%) Cloud Native
9 57 (1.98%) Algorithms
10 54 (1.88%) Self-Motivation
11 50 (1.74%) Data Structures
12 43 (1.49%) Linux Command Line
13 40 (1.39%) Public Cloud
14 38 (1.32%) Hedge funds
15 33 (1.15%) Smartphone
16 32 (1.11%) EPoS
17 25 (0.87%) Private Cloud
18 22 (0.76%) PKI
19 21 (0.73%) Internet of Things
20 20 (0.69%) Blog
Operating Systems
1 695 (24.13%) Linux
2 195 (6.77%) Unix
3 181 (6.28%) Windows
4 86 (2.99%) Android
5 81 (2.81%) Red Hat Enterprise Linux
6 68 (2.36%) CentOS
7 63 (2.19%) Ubuntu
8 54 (1.88%) Windows Server
9 48 (1.67%) Apple iOS
10 15 (0.52%) Windows Server 2012
11 13 (0.45%) Fedora
11 13 (0.45%) SUSE
12 12 (0.42%) Mac OS X
13 11 (0.38%) Windows 7
14 10 (0.35%) Mac OS
15 8 (0.28%) AIX
15 8 (0.28%) Windows 10
16 6 (0.21%) FreeBSD
17 5 (0.17%) Windows 8
18 4 (0.14%) Debian
Processes & Methodologies
1 1,474 (51.18%) Agile Software Development
2 784 (27.22%) DevOps
3 640 (22.22%) Microservices
4 632 (21.94%) TDD
5 590 (20.49%) Software Engineering
6 519 (18.02%) Scrum
7 441 (15.31%) Continuous Integration
8 409 (14.20%) MVC
9 371 (12.88%) Analytics
10 337 (11.70%) Open Source
11 317 (11.01%) BDD
12 313 (10.87%) Test Automation
13 312 (10.83%) Mentoring
14 271 (9.41%) Problem-Solving
15 244 (8.47%) Machine Learning
16 234 (8.13%) Business Intelligence
17 216 (7.50%) ETL
18 215 (7.47%) Computer Science
19 203 (7.05%) OO
20 184 (6.39%) Continuous Delivery
Programming Languages
1 1,296 (45.00%) JavaScript
2 1,206 (41.88%) Java
3 956 (33.19%) SQL
4 891 (30.94%) Python
5 662 (22.99%) C#
6 294 (10.21%) Scala
7 279 (9.69%) PHP
8 221 (7.67%) Ruby
9 205 (7.12%) Java 8
10 178 (6.18%) Go
11 162 (5.63%) C++
12 154 (5.35%) TypeScript
13 139 (4.83%) Bash Shell
14 125 (4.34%) T-SQL
15 115 (3.99%) PowerShell
16 113 (3.92%) ES6
17 76 (2.64%) Kotlin
18 65 (2.26%) C
19 62 (2.15%) Perl
20 53 (1.84%) R
Qualifications
1 260 (9.03%) Degree
2 154 (5.35%) Security Cleared
3 130 (4.51%) Computer Science Degree
4 82 (2.85%) DV Cleared
5 75 (2.60%) SC Cleared
6 29 (1.01%) Numerate Degree
7 27 (0.94%) Microsoft Certification
8 21 (0.73%) AWS Certification
9 19 (0.66%) MCSA
10 11 (0.38%) Cisco Certification
10 11 (0.38%) CISSP
10 11 (0.38%) SANS
11 10 (0.35%) CEH
12 9 (0.31%) (ISC)2 CCSP
12 9 (0.31%) CCSP
12 9 (0.31%) CISM
12 9 (0.31%) MCP
12 9 (0.31%) PhD
12 9 (0.31%) SSCP
12 9 (0.31%) TOGAF Certification
Quality Assurance & Compliance
1 114 (3.96%) QA
2 25 (0.87%) Data Quality
2 25 (0.87%) GDPR
3 21 (0.73%) ISO/IEC 27001
4 9 (0.31%) NIST
5 5 (0.17%) SLA
6 4 (0.14%) WAI
7 3 (0.10%) PCI DSS
8 2 (0.069%) EMIR
8 2 (0.069%) MiFID
8 2 (0.069%) PSD2
8 2 (0.069%) Sarbanes-Oxley
8 2 (0.069%) WCAG
9 1 (0.035%) COBIT
9 1 (0.035%) PA-DSS
System Software
1 735 (25.52%) Docker
2 93 (3.23%) Apache ZooKeeper
3 59 (2.05%) VMware Infrastructure
4 52 (1.81%) HDFS
5 34 (1.18%) Apache Flume
5 34 (1.18%) Varnish
6 20 (0.69%) Oracle RAC
7 19 (0.66%) Hyper-V
8 17 (0.59%) Active Directory
9 11 (0.38%) Virtual Machines
10 7 (0.24%) BitLocker
10 7 (0.24%) iptables
11 6 (0.21%) VirtualBox
12 5 (0.17%) vSphere
13 4 (0.14%) Citrix Hypervisor
13 4 (0.14%) Firmware
14 3 (0.10%) KVM
14 3 (0.10%) Xen
15 2 (0.069%) Corosync
15 2 (0.069%) LXC
Systems Management
1 459 (15.94%) Kubernetes
2 232 (8.06%) Ansible
3 193 (6.70%) Opscode Chef
4 174 (6.04%) Puppet
5 166 (5.76%) Terraform
6 104 (3.61%) Oozie
7 70 (2.43%) Prometheus
8 69 (2.40%) Kibana
9 41 (1.42%) Marathon
9 41 (1.42%) Mesos
10 40 (1.39%) logstash
11 33 (1.15%) Grafana
12 27 (0.94%) Packer
13 26 (0.90%) Graphite
13 26 (0.90%) SCCM
14 22 (0.76%) ZABBIX
15 20 (0.69%) Enterprise Manager Cloud Control
15 20 (0.69%) Nagios
16 19 (0.66%) Failover Clustering
16 19 (0.66%) Perfmon
Vendors
1 408 (14.17%) Oracle
2 271 (9.41%) Microsoft
3 188 (6.53%) Google
4 108 (3.75%) Cloudera
5 78 (2.71%) Tableau
6 72 (2.50%) VMware
7 57 (1.98%) Red Hat
8 51 (1.77%) IBM
9 44 (1.53%) Atlassian
9 44 (1.53%) SAP
10 39 (1.35%) SolarWinds
11 37 (1.28%) Facebook
11 37 (1.28%) YouTube
12 31 (1.08%) Informatica
13 29 (1.01%) Sybase
13 29 (1.01%) Talend
14 27 (0.94%) Hortonworks
14 27 (0.94%) HP
15 22 (0.76%) Databricks
16 21 (0.73%) Splunk