Period
to 18 September 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 18 September 2019 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
18 Sep 2019
Same period 2018 Same period 2017
Rank 193 147 147
Rank change year-on-year -46 0 +16
Permanent jobs citing MongoDB 2,655 3,906 4,319
As % of all permanent IT jobs advertised in the UK 1.88% 2.33% 2.45%
As % of the Database & Business Intelligence category 6.92% 7.82% 8.00%
Number of salaries quoted 2,117 3,079 3,660
UK median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +0.46%
10th Percentile £33,750 £33,750 £32,500
90th Percentile £88,750 £85,000 £80,000
UK excluding London median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -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 38,358 49,920 54,010
As % of all permanent IT jobs advertised in the UK 27.09% 29.76% 30.62%
Number of salaries quoted 31,320 40,712 44,493
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £85,000 £82,500 £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 18 September 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 18 September 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 -47 2,436 £60,000 +9.09% 506
UK excluding London -19 1,556 £50,000 - 340
London -62 1,046 £72,500 +11.54% 194
South East +19 471 £52,500 +5.00% 67
North of England -72 351 £52,000 +9.47% 98
Midlands +41 234 £40,000 -15.79% 81
South West +3 221 £50,000 +2.56% 41
North West -56 221 £55,000 +10.00% 61
West Midlands +12 136 £42,500 -15.00% 47
East of England -36 115 £55,000 - 25
Yorkshire -28 101 £50,000 +5.26% 32
East Midlands +37 96 £40,000 -5.88% 34
Scotland -15 83 £51,931 +22.19% 20
Northern Ireland +30 44 £62,500 +78.57% 2
Wales -6 38 £33,811 -9.84% 6
North East -7 30 £52,870 +17.49% 5

For the 6 months to 18 September 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 1,347 (50.73%) Agile Software Development
2 1,162 (43.77%) JavaScript
3 1,019 (38.38%) Java
4 935 (35.22%) AWS
5 911 (34.31%) NoSQL
6 864 (32.54%) SQL
7 796 (29.98%) Docker
8 772 (29.08%) Python
9 744 (28.02%) DevOps
10 687 (25.88%) Microservices
11 683 (25.73%) Node.js
12 681 (25.65%) Azure
13 659 (24.82%) Git (software)
14 640 (24.11%) MySQL
15 603 (22.71%) Software Engineering
16 602 (22.67%) Linux
17 570 (21.47%) AngularJS
18 560 (21.09%) HTML
19 542 (20.41%) TDD
20 532 (20.04%) CSS
21 530 (19.96%) C#
22 529 (19.92%) SQL Server
22 529 (19.92%) Spring
23 525 (19.77%) React
24 485 (18.27%) PostgreSQL
25 480 (18.08%) Kubernetes
26 479 (18.04%) .NET
27 435 (16.38%) Kafka
28 425 (16.01%) Scrum
29 364 (13.71%) Big Data

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
1 324 (12.20%) Elasticsearch
2 252 (9.49%) Apache Spark
3 138 (5.20%) Apache
4 125 (4.71%) Confluence
5 86 (3.24%) Apache Pig
6 81 (3.05%) Tomcat
7 79 (2.98%) JBoss
8 55 (2.07%) Apache Solr
9 52 (1.96%) Cloud Foundry
10 51 (1.92%) nginx
11 31 (1.17%) OpenStack
12 30 (1.13%) NServiceBus
13 29 (1.09%) IIS
14 28 (1.05%) CMS
15 24 (0.90%) Drupal
15 24 (0.90%) Hyperledger
16 22 (0.83%) WordPress
17 19 (0.72%) WebLogic
18 17 (0.64%) CloudStack
19 15 (0.56%) WebSphere
Applications
1 22 (0.83%) Microsoft Office
2 13 (0.49%) Microsoft Excel
3 7 (0.26%) Adobe Illustrator
3 7 (0.26%) Photoshop
4 5 (0.19%) InDesign
5 4 (0.15%) GNU Octave
6 1 (0.038%) Microsoft PowerPoint
6 1 (0.038%) Sketch
6 1 (0.038%) Weka
Business Applications
1 23 (0.87%) Magento
2 8 (0.30%) Payment Gateway
3 7 (0.26%) Dynamics AX
3 7 (0.26%) Dynamics CRM
3 7 (0.26%) Q-Pulse
3 7 (0.26%) Sage CRM
4 5 (0.19%) OpenCart
5 4 (0.15%) R3 Corda
5 4 (0.15%) SDL Web 8
6 3 (0.11%) osCommerce
6 3 (0.11%) Shopify
7 2 (0.075%) Oracle Receivables
7 2 (0.075%) Quorum
8 1 (0.038%) Distributed Ledger
8 1 (0.038%) Dynamics NAV
8 1 (0.038%) NetSuite
8 1 (0.038%) Remedy ITSM
8 1 (0.038%) SAP MDG
Cloud Services
1 935 (35.22%) AWS
2 681 (25.65%) Azure
3 250 (9.42%) GCP
4 179 (6.74%) Serverless
5 159 (5.99%) Amazon S3
6 152 (5.73%) Amazon EC2
7 147 (5.54%) SaaS
8 139 (5.24%) AWS Lambda
9 95 (3.58%) GitHub
10 80 (3.01%) Amazon SQS
11 71 (2.67%) PaaS
12 62 (2.34%) AWS CloudFormation
13 55 (2.07%) IaaS
14 48 (1.81%) Amazon Kinesis
14 48 (1.81%) Power Platform
15 41 (1.54%) Amazon EMR
16 40 (1.51%) Amazon ECS
17 35 (1.32%) Amazon CloudWatch
18 34 (1.28%) DigitalOcean
19 33 (1.24%) Amazon ELB
Communications & Networking
1 91 (3.43%) HTTP
2 57 (2.15%) TCP/IP
3 51 (1.92%) Internet
4 48 (1.81%) Firewall
5 41 (1.54%) DNS
6 40 (1.51%) HTTPS
7 29 (1.09%) VPN
8 26 (0.98%) Extranet
9 14 (0.53%) SSL
9 14 (0.53%) WAN
10 13 (0.49%) LAN
10 13 (0.49%) MQTT
11 12 (0.45%) Network Security
12 11 (0.41%) VoIP
13 10 (0.38%) Software-Defined Networking
14 9 (0.34%) SMTP
14 9 (0.34%) VLAN
14 9 (0.34%) Wi-Fi
14 9 (0.34%) Wireshark
15 8 (0.30%) MPLS
Database & Business Intelligence
1 911 (34.31%) NoSQL
2 640 (24.11%) MySQL
3 529 (19.92%) SQL Server
4 485 (18.27%) PostgreSQL
5 364 (13.71%) Big Data
6 310 (11.68%) Apache Cassandra
7 294 (11.07%) Redis
8 279 (10.51%) Hadoop
9 251 (9.45%) Relational Database
10 126 (4.75%) Neo4j
11 121 (4.56%) Apache Hive
12 119 (4.48%) Data Warehouse
13 111 (4.18%) Amazon DynamoDB
14 87 (3.28%) HBase
15 84 (3.16%) SQL Server Integration Services
16 75 (2.82%) RDBMS
17 71 (2.67%) Cosmos DB
18 68 (2.56%) SQL Server Reporting Services
19 66 (2.49%) MariaDB
20 62 (2.34%) SQL Server 2012
Development Applications
1 659 (24.82%) Git (software)
2 324 (12.20%) Jenkins
3 186 (7.01%) Selenium
4 164 (6.18%) JIRA
5 128 (4.82%) Cucumber
6 110 (4.14%) Maven
7 92 (3.47%) webpack
8 91 (3.43%) JUnit
9 75 (2.82%) Bitbucket
10 62 (2.34%) Octopus Deploy
11 57 (2.15%) GitLab
12 54 (2.03%) Babel
13 51 (1.92%) Subversion
14 49 (1.85%) TeamCity
15 47 (1.77%) Gradle
16 43 (1.62%) Atlassian Bamboo
16 43 (1.62%) Vagrant
17 38 (1.43%) Sonatype Nexus
17 38 (1.43%) Visual Studio
18 37 (1.39%) Artifactory
General
1 286 (10.77%) Finance
2 285 (10.73%) Retail
3 102 (3.84%) Banking
3 102 (3.84%) Marketing
4 89 (3.35%) Public Sector
5 72 (2.71%) Games
6 58 (2.18%) Advertising
7 57 (2.15%) Law
8 42 (1.58%) Telecoms
9 41 (1.54%) Manufacturing
10 35 (1.32%) Electronics
11 22 (0.83%) Legal
12 20 (0.75%) Aerospace
13 17 (0.64%) Publishing
14 15 (0.56%) Pharmaceutical
15 14 (0.53%) Investment Banking
16 10 (0.38%) Automotive
16 10 (0.38%) Front Office
17 5 (0.19%) Back Office
17 5 (0.19%) Financial Institution
Job Titles
1 1,449 (54.58%) Developer
2 386 (14.54%) Software Engineer
3 341 (12.84%) Senior Developer
4 308 (11.60%) Java Developer
5 217 (8.17%) Full Stack Developer
6 208 (7.83%) .NET Developer
7 203 (7.65%) Software Developer
8 151 (5.69%) JavaScript Developer
9 145 (5.46%) Senior Software Engineer
10 136 (5.12%) C# Developer
11 130 (4.90%) Data Engineer
12 129 (4.86%) Architect
13 127 (4.78%) Python Developer
14 119 (4.48%) PHP Developer
15 117 (4.41%) DevOps Engineer
16 107 (4.03%) Java Engineer
17 100 (3.77%) Senior Java Developer
18 98 (3.69%) C# .NET Developer
19 95 (3.58%) React Developer
20 92 (3.47%) DBA
Libraries, Frameworks & Software Standards
1 683 (25.73%) Node.js
2 570 (21.47%) AngularJS
3 560 (21.09%) HTML
4 532 (20.04%) CSS
5 529 (19.92%) Spring
6 525 (19.77%) React
7 479 (18.04%) .NET
8 435 (16.38%) Kafka
9 358 (13.48%) Web Services
10 335 (12.62%) RESTful
11 334 (12.58%) REST
12 233 (8.78%) HTML5
13 228 (8.59%) Spring Boot
14 211 (7.95%) ASP.NET
15 194 (7.31%) JSON
16 178 (6.70%) RabbitMQ
17 170 (6.40%) SOAP
18 165 (6.21%) Vue.js
19 162 (6.10%) jQuery
20 154 (5.80%) Hibernate
Miscellaneous
1 156 (5.88%) Mobile App
2 149 (5.61%) Enterprise Software
3 147 (5.54%) Greenfield Project
4 144 (5.42%) Analytical Skills
5 101 (3.80%) User Experience
6 79 (2.98%) Replication
7 72 (2.71%) Clustering
8 68 (2.56%) Algorithms
9 63 (2.37%) Data Structures
10 61 (2.30%) Cloud Native
11 51 (1.92%) Self-Motivation
12 45 (1.69%) Linux Command Line
13 43 (1.62%) Private Cloud
13 43 (1.62%) Public Cloud
14 42 (1.58%) Hedge funds
15 37 (1.39%) Management Information System
15 37 (1.39%) Smartphone
16 34 (1.28%) EPoS
16 34 (1.28%) Internet of Things
17 25 (0.94%) Cyberthreat
Operating Systems
1 602 (22.67%) Linux
2 179 (6.74%) Unix
3 120 (4.52%) Windows
4 66 (2.49%) CentOS
5 49 (1.85%) Android
5 49 (1.85%) Red Hat Enterprise Linux
6 41 (1.54%) Windows Server
7 36 (1.36%) Apple iOS
8 35 (1.32%) Ubuntu
9 19 (0.72%) Windows Server 2012
10 14 (0.53%) Windows 7
11 13 (0.49%) Mac OS
12 11 (0.41%) Windows 10
13 9 (0.34%) AIX
13 9 (0.34%) Mac OS X
14 7 (0.26%) Kali Linux
15 5 (0.19%) Oracle Linux
16 4 (0.15%) Debian
17 3 (0.11%) Windows Server 2008
18 2 (0.075%) VME
Processes & Methodologies
1 1,347 (50.73%) Agile Software Development
2 744 (28.02%) DevOps
3 687 (25.88%) Microservices
4 603 (22.71%) Software Engineering
5 542 (20.41%) TDD
6 425 (16.01%) Scrum
7 350 (13.18%) Continuous Integration
8 308 (11.60%) Test Automation
9 303 (11.41%) MVC
10 295 (11.11%) Mentoring
11 290 (10.92%) Analytics
12 289 (10.89%) Problem-Solving
13 281 (10.58%) Open Source
14 253 (9.53%) BDD
15 197 (7.42%) Machine Learning
16 192 (7.23%) Computer Science
17 182 (6.85%) ETL
18 180 (6.78%) OO
19 172 (6.48%) Web Development
20 168 (6.33%) Business Intelligence
Programming Languages
1 1,162 (43.77%) JavaScript
2 1,019 (38.38%) Java
3 864 (32.54%) SQL
4 772 (29.08%) Python
5 530 (19.96%) C#
6 268 (10.09%) PHP
7 243 (9.15%) Scala
8 188 (7.08%) Java 8
9 174 (6.55%) Ruby
10 160 (6.03%) Go
11 144 (5.42%) TypeScript
12 124 (4.67%) C++
13 120 (4.52%) Bash Shell
14 119 (4.48%) ES6
15 113 (4.26%) T-SQL
16 96 (3.62%) PowerShell
17 61 (2.30%) Perl
18 54 (2.03%) ES7
19 45 (1.69%) R
20 41 (1.54%) Groovy
Qualifications
1 206 (7.76%) Degree
2 138 (5.20%) Security Cleared
3 91 (3.43%) Computer Science Degree
4 66 (2.49%) DV Cleared
5 59 (2.22%) SC Cleared
6 19 (0.72%) ISTQB
7 11 (0.41%) AWS Certification
7 11 (0.41%) PhD
8 7 (0.26%) Microsoft Certification
9 5 (0.19%) Cisco Certification
9 5 (0.19%) ISTQB Foundation Certification
9 5 (0.19%) Numerate Degree
10 4 (0.15%) CCNA
10 4 (0.15%) ISEB
10 4 (0.15%) TOGAF Certification
11 3 (0.11%) GIAC
11 3 (0.11%) Master's Degree
11 3 (0.11%) SANS
12 2 (0.075%) MCP
12 2 (0.075%) MCSA
Quality Assurance & Compliance
1 124 (4.67%) QA
2 37 (1.39%) Data Quality
3 21 (0.79%) ISO/IEC 27001
4 15 (0.56%) GDPR
5 4 (0.15%) PCI DSS
5 4 (0.15%) WAI
6 3 (0.11%) SLA
7 2 (0.075%) EMIR
7 2 (0.075%) MiFID
7 2 (0.075%) PSD2
System Software
1 796 (29.98%) Docker
2 60 (2.26%) Apache ZooKeeper
3 26 (0.98%) Varnish
4 23 (0.87%) VMware Infrastructure
5 21 (0.79%) HDFS
6 19 (0.72%) Hyper-V
7 13 (0.49%) Active Directory
7 13 (0.49%) Oracle RAC
8 11 (0.41%) Apache Flume
9 8 (0.30%) iptables
10 7 (0.26%) BitLocker
10 7 (0.26%) LXC
11 4 (0.15%) vSphere
12 3 (0.11%) Virtual Machines
12 3 (0.11%) VirtualBox
12 3 (0.11%) VMware ESXi
13 2 (0.075%) KVM
13 2 (0.075%) XenApp
14 1 (0.038%) Citrix Hypervisor
14 1 (0.038%) VMware Server
Systems Management
1 480 (18.08%) Kubernetes
2 178 (6.70%) Ansible
3 159 (5.99%) Opscode Chef
4 150 (5.65%) Puppet
5 148 (5.57%) Terraform
6 80 (3.01%) Marathon
7 78 (2.94%) Mesos
8 68 (2.56%) Prometheus
9 66 (2.49%) Kibana
10 54 (2.03%) Oozie
11 29 (1.09%) Grafana
12 27 (1.02%) ZABBIX
13 26 (0.98%) Nagios
14 24 (0.90%) logstash
15 21 (0.79%) Packer
16 20 (0.75%) Docker Swarm
16 20 (0.75%) Graphite
17 19 (0.72%) SCCM
18 18 (0.68%) Istio
19 14 (0.53%) Salt
Vendors
1 326 (12.28%) Oracle
2 240 (9.04%) Microsoft
3 179 (6.74%) Google
4 63 (2.37%) Cloudera
5 48 (1.81%) Sage
6 45 (1.69%) Tableau
7 43 (1.62%) Red Hat
8 37 (1.39%) IBM
9 35 (1.32%) VMware
10 33 (1.24%) Atlassian
11 31 (1.17%) Facebook
12 29 (1.09%) Databricks
13 27 (1.02%) SAP
13 27 (1.02%) Splunk
14 26 (0.98%) YouTube
15 22 (0.83%) SolarWinds
15 22 (0.83%) Talend
16 21 (0.79%) HP
16 21 (0.79%) Informatica
17 18 (0.68%) Sybase