Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 October 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > England
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 147 149 157
Rank change year-on-year +2 +8 +42
Permanent jobs citing MongoDB 3,477 3,879 4,007
As % of all permanent IT jobs advertised in England 2.28% 2.37% 2.22%
As % of the Database & Business Intelligence category 7.73% 7.82% 7.51%
Number of salaries quoted 2,734 3,293 3,512
England median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +1.85%
10th Percentile £35,000 £32,500 £33,250
90th Percentile £90,000 £82,500 £81,250
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 44,954 49,589 53,349
As % of all permanent IT jobs advertised in England 29.49% 30.34% 29.59%
Number of salaries quoted 36,843 41,131 45,940
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £83,750 £77,500 £76,750
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

MongoDB
Job Vacancy Trend in England

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

Job vacancy trend for MongoDB in England

MongoDB
Salary Trend in England

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

Salary trend for MongoDB in England

MongoDB
Salary Histogram in England

The salary distribution of IT jobs citing MongoDB in England over the 6 months to 21 October 2018.

Salary histogram for MongoDB in England

MongoDB
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the England region over the 6 months to 21 October 2018. 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
London 0 1,748 £65,000 - 276
North of England +51 578 £47,500 - 125
South East -24 479 £52,500 -4.55% 63
North West +60 389 £52,500 +5.00% 62
East of England +27 242 £55,000 +10.00% 29
Midlands -56 219 £48,000 +6.67% 68
South West -27 215 £50,000 +17.65% 30
West Midlands -24 141 £50,000 +17.65% 39
Yorkshire +15 134 £45,000 -5.26% 39
East Midlands -54 78 £42,500 -5.56% 29
North East +19 55 £45,000 +12.50% 24
MongoDB
UK

For the 6 months to 21 October 2018, 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 across the England region with a requirement for MongoDB.

1 1,906 (54.82%) Agile Software Development
2 1,627 (46.79%) JavaScript
3 1,439 (41.39%) Java
4 1,396 (40.15%) NoSQL
5 1,265 (36.38%) SQL
6 1,243 (35.75%) AngularJS
7 1,188 (34.17%) HTML
8 1,166 (33.53%) Amazon AWS
9 1,058 (30.43%) CSS
10 1,007 (28.96%) C#
11 1,000 (28.76%) .NET
12 954 (27.44%) SQL Server
13 916 (26.34%) Python
14 908 (26.11%) Microsoft Azure
15 856 (24.62%) Git (software)
16 848 (24.39%) DevOps
17 821 (23.61%) MySQL
18 815 (23.44%) TDD
19 803 (23.09%) MVC
20 785 (22.58%) Microservices
21 770 (22.15%) Linux
22 765 (22.00%) RESTful
23 764 (21.97%) Software Engineering
24 741 (21.31%) Node.js
25 737 (21.20%) HTML5
26 725 (20.85%) Finance
27 688 (19.79%) React
28 677 (19.47%) Spring
29 676 (19.44%) Scrum
30 651 (18.72%) Docker

MongoDB
Co-occurring IT Skills in England 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
1 619 (17.80%) Elasticsearch
2 310 (8.92%) Apache Spark
3 248 (7.13%) Apache
4 176 (5.06%) CMS
5 119 (3.42%) Tomcat
6 98 (2.82%) EPiServer
7 89 (2.56%) nginx
8 75 (2.16%) Apache Solr
9 65 (1.87%) Confluence
10 62 (1.78%) Sitecore CMS
11 61 (1.75%) JBoss
12 52 (1.50%) Apache Pig
13 47 (1.35%) OpenStack
14 41 (1.18%) Mule
15 39 (1.12%) IIS
16 37 (1.06%) WebLogic
17 34 (0.98%) Oracle SOA Suite
18 30 (0.86%) WebSphere
19 28 (0.81%) Jetty
20 27 (0.78%) Cloud Foundry
Applications
1 24 (0.69%) Microsoft Excel
2 9 (0.26%) GNU Octave
3 6 (0.17%) Microsoft Office
4 5 (0.14%) Weka
5 4 (0.12%) Chatbot
5 4 (0.12%) Microsoft PowerPoint
6 2 (0.058%) MS Visio
7 1 (0.029%) Maya
7 1 (0.029%) Microsoft Project
7 1 (0.029%) Mingle
7 1 (0.029%) Photoshop
7 1 (0.029%) SPSS
7 1 (0.029%) Stata
Business Applications
1 43 (1.24%) Eloqua
2 13 (0.37%) Magento
3 11 (0.32%) Oracle Procure-to-Pay
4 9 (0.26%) Documaker
5 7 (0.20%) Actimize
5 7 (0.20%) R3 Corda
6 6 (0.17%) Payment Gateway
6 6 (0.17%) Sentinel
7 5 (0.14%) Distributed Ledger
7 5 (0.14%) Remedy ITSM
8 3 (0.086%) Dynamics AX
8 3 (0.086%) Dynamics CRM
8 3 (0.086%) Dynamics NAV
9 2 (0.058%) SAP FI-CA
9 2 (0.058%) SAP PSCD
10 1 (0.029%) OpenCart
10 1 (0.029%) Oracle Cash Management
10 1 (0.029%) osCommerce
10 1 (0.029%) Ripple
Cloud Services
1 1,166 (33.53%) Amazon AWS
2 908 (26.11%) Microsoft Azure
3 190 (5.46%) SaaS
4 175 (5.03%) Google Cloud Platform
5 152 (4.37%) GitHub
6 134 (3.85%) npm
7 107 (3.08%) PaaS
8 106 (3.05%) Amazon EC2
9 85 (2.44%) Amazon S3
10 65 (1.87%) Serverless
11 63 (1.81%) Cloud Computing
12 59 (1.70%) IaaS
13 52 (1.50%) Amazon EMR
14 47 (1.35%) AWS CloudFormation
15 39 (1.12%) Amazon Kinesis
16 35 (1.01%) OpenShift
17 32 (0.92%) AWS Lambda
18 26 (0.75%) Route 53
19 24 (0.69%) Amazon ELB
19 24 (0.69%) Cortana Intelligence Suite
Communications & Networking
1 102 (2.93%) Internet
2 94 (2.70%) HTTP
3 78 (2.24%) DNS
4 48 (1.38%) SSL
5 41 (1.18%) TCP/IP
6 21 (0.60%) Firewall
7 18 (0.52%) AMQP
8 16 (0.46%) FTP
8 16 (0.46%) VLAN
8 16 (0.46%) VPN
9 15 (0.43%) DHCP
10 13 (0.37%) SNMP
11 12 (0.35%) IPsec
12 11 (0.32%) HTTPS
12 11 (0.32%) LAN
12 11 (0.32%) SMTP
12 11 (0.32%) WAN
13 10 (0.29%) FIX Connectivity
13 10 (0.29%) SSH
14 9 (0.26%) WPA2
Database & Business Intelligence
1 1,396 (40.15%) NoSQL
2 954 (27.44%) SQL Server
3 821 (23.61%) MySQL
4 511 (14.70%) PostgreSQL
5 497 (14.29%) Apache Cassandra
6 480 (13.81%) Big Data
7 382 (10.99%) Relational Database
8 347 (9.98%) Hadoop
9 304 (8.74%) Redis
10 254 (7.31%) SQL Server 2016
11 185 (5.32%) RavenDB
12 177 (5.09%) Amazon DynamoDB
13 174 (5.00%) RDBMS
14 133 (3.83%) Apache Hive
15 129 (3.71%) CouchDB
16 112 (3.22%) DB2
17 100 (2.88%) Data Warehouse
17 100 (2.88%) HBase
18 99 (2.85%) MariaDB
19 96 (2.76%) Neo4j
Development Applications
1 856 (24.62%) Git (software)
2 516 (14.84%) Jenkins
3 244 (7.02%) Maven
4 238 (6.84%) JIRA
5 236 (6.79%) TeamCity
6 223 (6.41%) Selenium
7 180 (5.18%) JUnit
8 173 (4.98%) Team Foundation Server
9 161 (4.63%) gulp
10 154 (4.43%) Protractor
11 153 (4.40%) webpack
12 150 (4.31%) Visual Studio
13 146 (4.20%) Octopus Deploy
13 146 (4.20%) Subversion
14 134 (3.85%) Mocha
15 109 (3.13%) Cucumber
16 101 (2.90%) Bower
17 94 (2.70%) Karma Test Runner
18 89 (2.56%) Sinon.JS
19 88 (2.53%) Gradle
General
1 725 (20.85%) Finance
2 329 (9.46%) Banking
3 205 (5.90%) Retail
4 178 (5.12%) Investment Banking
5 174 (5.00%) Advertising
6 172 (4.95%) Marketing
7 162 (4.66%) Games
8 157 (4.52%) Financial Institution
9 83 (2.39%) Telecoms
10 70 (2.01%) Electronics
11 59 (1.70%) Manufacturing
12 51 (1.47%) Front Office
13 34 (0.98%) Retail Banking
14 30 (0.86%) Law
15 26 (0.75%) Publishing
16 18 (0.52%) Automotive
17 17 (0.49%) Military
17 17 (0.49%) Pharmaceutical
18 10 (0.29%) Back Office
18 10 (0.29%) Legal
Job Titles
1 2,088 (60.05%) Developer
2 586 (16.85%) Java Developer
3 561 (16.13%) .NET Developer
4 358 (10.30%) Senior Developer
5 279 (8.02%) Full Stack Developer
6 270 (7.77%) Software Engineer
7 228 (6.56%) C# Developer
8 208 (5.98%) DevOps Engineer
9 176 (5.06%) Architect
10 170 (4.89%) Software Developer
11 149 (4.29%) JavaScript Developer
12 133 (3.83%) Python Developer
13 130 (3.74%) PHP Developer
14 125 (3.60%) Data Engineer
15 121 (3.48%) C# .NET Developer
15 121 (3.48%) Senior Java Developer
16 114 (3.28%) Lead Developer
17 111 (3.19%) Java Engineer
18 110 (3.16%) DBA
19 94 (2.70%) AWS Engineer
Libraries, Frameworks & Software Standards
1 1,243 (35.75%) AngularJS
2 1,188 (34.17%) HTML
3 1,058 (30.43%) CSS
4 1,000 (28.76%) .NET
5 765 (22.00%) RESTful
6 741 (21.31%) Node.js
7 737 (21.20%) HTML5
8 688 (19.79%) React
9 677 (19.47%) Spring
10 548 (15.76%) CSS3
11 544 (15.65%) ASP.NET
12 508 (14.61%) REST
13 452 (13.00%) Twitter Bootstrap
14 449 (12.91%) Web Services
15 410 (11.79%) ASP.NET MVC
16 376 (10.81%) Kafka
17 356 (10.24%) RabbitMQ
18 348 (10.01%) jQuery
19 298 (8.57%) .NET Framework
20 280 (8.05%) ASP.NET Web API
Miscellaneous
1 413 (11.88%) Computer Science
2 281 (8.08%) Analytical Skills
3 242 (6.96%) Greenfield Project
4 220 (6.33%) User Experience
5 209 (6.01%) Fintech
6 189 (5.44%) Enterprise Software
7 164 (4.72%) Algorithms
8 137 (3.94%) Cyberthreat
9 128 (3.68%) Data Structures
10 123 (3.54%) Self-Motivation
11 69 (1.98%) Mobile App
12 68 (1.96%) Cloud Native
13 64 (1.84%) Linux Command Line
14 59 (1.70%) Fixed Income
15 55 (1.58%) Public Cloud
16 54 (1.55%) Hedge funds
17 38 (1.09%) Management Information System
17 38 (1.09%) Private Cloud
18 37 (1.06%) Replication
19 35 (1.01%) Spread Betting
Operating Systems
1 770 (22.15%) Linux
2 235 (6.76%) Unix
3 233 (6.70%) Windows
4 74 (2.13%) CentOS
5 73 (2.10%) Android
6 64 (1.84%) Windows Server
7 63 (1.81%) Red Hat Enterprise Linux
8 55 (1.58%) Apple iOS
9 33 (0.95%) Ubuntu
10 20 (0.58%) Windows Server 2012
11 18 (0.52%) DC/OS
11 18 (0.52%) Solaris
12 11 (0.32%) Windows Server 2008
13 9 (0.26%) Windows 10
14 8 (0.23%) Debian
15 7 (0.20%) Windows 7
16 5 (0.14%) VMS
16 5 (0.14%) Windows 8
17 3 (0.086%) Mac OS X
17 3 (0.086%) OpenBSD
Processes & Methodologies
1 1,906 (54.82%) Agile Software Development
2 848 (24.39%) DevOps
3 815 (23.44%) TDD
4 803 (23.09%) MVC
5 785 (22.58%) Microservices
6 764 (21.97%) Software Engineering
7 676 (19.44%) Scrum
8 610 (17.54%) Problem-Solving
9 478 (13.75%) Continuous Integration
10 453 (13.03%) BDD
11 403 (11.59%) Open Source
12 401 (11.53%) Analytics
13 399 (11.48%) Test Automation
14 378 (10.87%) Web Application Development
15 375 (10.79%) OO
16 277 (7.97%) Machine Learning
17 275 (7.91%) Data Science
18 268 (7.71%) Mentoring
19 257 (7.39%) Web Development
20 209 (6.01%) Multithreading
Programming Languages
1 1,627 (46.79%) JavaScript
2 1,439 (41.39%) Java
3 1,265 (36.38%) SQL
4 1,007 (28.96%) C#
5 916 (26.34%) Python
6 346 (9.95%) PHP
7 337 (9.69%) Java 8
8 322 (9.26%) Ruby
9 284 (8.17%) Scala
10 217 (6.24%) Bash Shell
11 188 (5.41%) C++
12 155 (4.46%) ES6
13 137 (3.94%) TypeScript
14 136 (3.91%) T-SQL
15 128 (3.68%) Go
16 119 (3.42%) Shell Script
17 110 (3.16%) PowerShell
18 109 (3.13%) PL/SQL
19 103 (2.96%) F#
20 100 (2.88%) Perl
Qualifications
1 557 (16.02%) Degree
2 162 (4.66%) Computer Science Degree
3 109 (3.13%) Security Cleared
4 64 (1.84%) SC Cleared
5 45 (1.29%) DV Cleared
5 45 (1.29%) Microsoft Certification
6 43 (1.24%) AWS Certification
6 43 (1.24%) SAFe Agilist
7 35 (1.01%) Master's Degree
8 34 (0.98%) PhD
9 30 (0.86%) Numerate Degree
10 15 (0.43%) ISTQB
11 9 (0.26%) MCSE
12 8 (0.23%) ITIL Foundation Certificate
12 8 (0.23%) RHCE
13 7 (0.20%) RHCA
14 5 (0.14%) PMI Certification
15 4 (0.12%) Cisco Certification
15 4 (0.12%) MCITP
15 4 (0.12%) RHCSA
Quality Assurance & Compliance
1 100 (2.88%) QA
2 24 (0.69%) Data Quality
3 21 (0.60%) GDPR
4 17 (0.49%) ISO/IEC 27001
5 13 (0.37%) PCI DSS
6 7 (0.20%) MiFID
7 5 (0.14%) PSD2
8 4 (0.12%) PMO
9 3 (0.086%) COBIT
9 3 (0.086%) Solvency II
10 2 (0.058%) ISO 9001
10 2 (0.058%) ISO/IEC 20000
10 2 (0.058%) PA-DSS
10 2 (0.058%) SEPA
10 2 (0.058%) WCAG
11 1 (0.029%) HIPAA
11 1 (0.029%) HL7
11 1 (0.029%) SLA
System Software
1 651 (18.72%) Docker
2 77 (2.21%) VMware Infrastructure
3 67 (1.93%) HDFS
4 43 (1.24%) Apache ZooKeeper
5 32 (0.92%) VirtualBox
6 30 (0.86%) Virtual Machines
7 28 (0.81%) Apache Flume
8 22 (0.63%) Active Directory
9 19 (0.55%) vSphere
10 16 (0.46%) Oracle RAC
11 11 (0.32%) Hyper-V
12 9 (0.26%) Samba
13 7 (0.20%) Varnish
14 4 (0.12%) VMware Server
15 3 (0.086%) KVM
15 3 (0.086%) NFS
16 2 (0.058%) iptables
16 2 (0.058%) LXC
16 2 (0.058%) QEMU
16 2 (0.058%) Virtual Servers
Systems Management
1 301 (8.66%) Kubernetes
2 264 (7.59%) Puppet
3 247 (7.10%) Opscode Chef
4 241 (6.93%) Ansible
5 158 (4.54%) Kibana
6 150 (4.31%) Terraform
7 61 (1.75%) Prometheus
8 48 (1.38%) logstash
9 46 (1.32%) Grafana
10 45 (1.29%) Nagios
11 44 (1.27%) Rancher
12 39 (1.12%) ZABBIX
13 37 (1.06%) Mesos
14 34 (0.98%) Salt
15 31 (0.89%) Cobbler
16 21 (0.60%) Docker Swarm
17 17 (0.49%) HAProxy
18 14 (0.40%) Oozie
18 14 (0.40%) Packer
19 13 (0.37%) Oracle Enterprise Manager
Vendors
1 418 (12.02%) Oracle
2 268 (7.71%) Google
2 268 (7.71%) Microsoft
3 111 (3.19%) Sybase
4 89 (2.56%) Red Hat
4 89 (2.56%) VMware
5 74 (2.13%) Facebook
6 71 (2.04%) SAP
7 64 (1.84%) Sitecore
8 56 (1.61%) Hortonworks
9 54 (1.55%) Splunk
10 53 (1.52%) New Relic
11 51 (1.47%) Atlassian
12 50 (1.44%) IBM
13 46 (1.32%) Tableau
14 43 (1.24%) Cloudera
14 43 (1.24%) Marketo
15 40 (1.15%) SaltStack
16 38 (1.09%) Zend
17 36 (1.04%) Alias