Period
to 23 February 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 23 February 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > England
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 143 146 179
Rank change year-on-year +3 +33 +60
Permanent jobs citing MongoDB 3,918 3,813 3,792
As % of all permanent IT jobs advertised in England 2.38% 2.30% 1.91%
As % of the Database & Business Intelligence category 7.76% 7.70% 6.00%
Number of salaries quoted 3,302 3,380 3,285
England median annual salary £55,000 £55,000 £55,000
10th Percentile £32,500 £32,500 £33,750
90th Percentile £85,000 £80,000 £82,800
UK median annual salary £55,000 £55,000 £55,000

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 50,490 49,545 63,156
As % of all permanent IT jobs advertised in England 30.62% 29.92% 31.78%
Number of salaries quoted 42,473 42,617 53,945
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £30,000 £28,750
90th Percentile £79,750 £77,500 £75,000
UK median annual salary £49,000 £47,500 £45,500
% change year-on-year +3.16% +4.40% +1.11%

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 23 February 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 23 February 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 -20 1,825 £65,000 +4.00% 250
North of England +47 573 £45,000 -3.23% 102
South East +26 540 £47,500 -5.00% 85
North West +12 337 £47,500 - 65
Midlands -1 337 £45,000 +5.88% 63
East of England +83 328 £52,500 +5.00% 40
South West -32 310 £45,000 - 40
Yorkshire +62 189 £47,500 - 32
West Midlands -9 173 £40,000 -5.88% 26
East Midlands +12 164 £47,500 +5.56% 35
North East -18 47 £32,500 -27.78% 5
MongoDB
UK

For the 6 months to 23 February 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 2,175 (55.51%) Agile Software Development
2 1,632 (41.65%) JavaScript
3 1,479 (37.75%) NoSQL
4 1,392 (35.53%) Java
5 1,331 (33.97%) AngularJS
6 1,231 (31.42%) Amazon AWS
7 1,212 (30.93%) SQL
8 1,167 (29.79%) Node.js
9 1,162 (29.66%) C#
10 1,161 (29.63%) HTML
11 1,155 (29.48%) .NET
12 1,059 (27.03%) TDD
13 1,039 (26.52%) CSS
14 1,038 (26.49%) Microsoft Azure
15 1,036 (26.44%) Linux
16 1,000 (25.52%) Python
17 973 (24.83%) SQL Server
18 942 (24.04%) MVC
19 911 (23.25%) MySQL
20 885 (22.59%) Software Engineering
21 876 (22.36%) Scrum
22 871 (22.23%) Docker
23 866 (22.10%) Finance
24 837 (21.36%) DevOps
25 815 (20.80%) Git (software)
26 733 (18.71%) Elasticsearch
27 717 (18.30%) HTML5
28 671 (17.13%) ASP.NET
29 661 (16.87%) Microservices
30 632 (16.13%) Degree

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
1 733 (18.71%) Elasticsearch
2 394 (10.06%) Apache Spark
3 254 (6.48%) Apache
4 197 (5.03%) Tomcat
5 132 (3.37%) JBoss
5 132 (3.37%) OpenStack
6 128 (3.27%) Apache Solr
7 104 (2.65%) Apache Pig
8 100 (2.55%) nginx
9 98 (2.50%) CMS
9 98 (2.50%) Confluence
10 91 (2.32%) IIS
11 70 (1.79%) SAS
12 57 (1.45%) Jetty
13 51 (1.30%) Oracle SOA Suite
14 46 (1.17%) Mule
15 43 (1.10%) WebLogic
16 34 (0.87%) EPiServer
16 34 (0.87%) Mule ESB
16 34 (0.87%) WebSphere
Applications
1 25 (0.64%) Photoshop
2 22 (0.56%) Microsoft Excel
3 15 (0.38%) Adobe Illustrator
3 15 (0.38%) SPSS
4 13 (0.33%) Weka
5 11 (0.28%) Acrobat
6 8 (0.20%) Microsoft Office
7 7 (0.18%) GNU Octave
8 5 (0.13%) Microsoft PowerPoint
9 4 (0.10%) CPLEX
9 4 (0.10%) Stata
10 3 (0.077%) HipChat
11 2 (0.051%) MS Visio
12 1 (0.026%) Mathematica
12 1 (0.026%) Maya
Business Applications
1 19 (0.48%) Dynamics CRM
2 16 (0.41%) Eloqua
3 10 (0.26%) Magento
4 7 (0.18%) Payment Gateway
5 5 (0.13%) NetSuite
5 5 (0.13%) Workday HCM
6 4 (0.10%) BusinessWorks
6 4 (0.10%) Unit4 Business World
7 2 (0.051%) Dynamics NAV
7 2 (0.051%) ION MarketView
7 2 (0.051%) Shopify
8 1 (0.026%) Distributed Ledger
8 1 (0.026%) Oracle Applications
8 1 (0.026%) R3 Corda
8 1 (0.026%) SAP Hybris
Cloud Services
1 1,231 (31.42%) Amazon AWS
2 1,038 (26.49%) Microsoft Azure
3 202 (5.16%) SaaS
4 168 (4.29%) Google Cloud Platform
5 141 (3.60%) GitHub
6 110 (2.81%) Amazon EC2
7 109 (2.78%) PaaS
8 104 (2.65%) npm
9 93 (2.37%) Cloud Computing
10 89 (2.27%) Amazon S3
11 65 (1.66%) Serverless
12 57 (1.45%) AWS CloudFormation
13 56 (1.43%) IaaS
14 37 (0.94%) Amazon Kinesis
15 35 (0.89%) AWS Lambda
16 30 (0.77%) Slack
17 29 (0.74%) CloudFront
18 27 (0.69%) AWS Elastic Beanstalk
19 25 (0.64%) Trello
20 24 (0.61%) OpenShift
Communications & Networking
1 108 (2.76%) HTTP
2 85 (2.17%) Internet
3 58 (1.48%) TCP/IP
4 49 (1.25%) DNS
5 44 (1.12%) Firewall
6 37 (0.94%) SSL
7 32 (0.82%) SMS
8 28 (0.71%) AMQP
9 21 (0.54%) VPN
10 16 (0.41%) SMPP
11 13 (0.33%) SAN
12 10 (0.26%) SMTP
12 10 (0.26%) VLAN
13 9 (0.23%) Network Security
14 6 (0.15%) HTTPS
14 6 (0.15%) IPsec
14 6 (0.15%) Kerberos
14 6 (0.15%) Skype
15 5 (0.13%) DMZ
15 5 (0.13%) LAN
Database & Business Intelligence
1 1,479 (37.75%) NoSQL
2 973 (24.83%) SQL Server
3 911 (23.25%) MySQL
4 579 (14.78%) Apache Cassandra
5 513 (13.09%) Big Data
6 496 (12.66%) Hadoop
7 466 (11.89%) PostgreSQL
8 348 (8.88%) Redis
9 322 (8.22%) Relational Database
10 294 (7.50%) SQL Server 2016
11 239 (6.10%) RavenDB
12 218 (5.56%) Amazon DynamoDB
13 192 (4.90%) HBase
14 163 (4.16%) Apache Hive
15 162 (4.13%) Neo4j
16 131 (3.34%) Couchbase
17 129 (3.29%) MariaDB
18 127 (3.24%) RDBMS
19 114 (2.91%) SQL Server 2014
20 78 (1.99%) CouchDB
Development Applications
1 815 (20.80%) Git (software)
2 546 (13.94%) Jenkins
3 313 (7.99%) TeamCity
4 233 (5.95%) JIRA
5 182 (4.65%) Subversion
6 176 (4.49%) Maven
7 151 (3.85%) Selenium
8 133 (3.39%) gulp
9 129 (3.29%) JUnit
10 126 (3.22%) Vagrant
11 117 (2.99%) Octopus Deploy
12 105 (2.68%) webpack
13 101 (2.58%) Atlassian Bamboo
14 92 (2.35%) Team Foundation Server
15 83 (2.12%) Gradle
16 78 (1.99%) Cucumber
16 78 (1.99%) Grunt
17 68 (1.74%) Mocha
18 66 (1.68%) Eclipse
19 64 (1.63%) Visual Studio
General
1 866 (22.10%) Finance
2 244 (6.23%) Banking
3 220 (5.62%) Retail
4 199 (5.08%) Marketing
5 170 (4.34%) Games
6 111 (2.83%) Advertising
7 109 (2.78%) Telecoms
8 74 (1.89%) Manufacturing
9 54 (1.38%) Investment Banking
10 46 (1.17%) Electronics
11 43 (1.10%) Law
12 40 (1.02%) Billing
13 32 (0.82%) Retail Banking
14 28 (0.71%) Automotive
15 27 (0.69%) Financial Institution
15 27 (0.69%) Publishing
16 26 (0.66%) Back Office
16 26 (0.66%) Legal
17 17 (0.43%) Front Office
18 10 (0.26%) Online Betting
Job Titles
1 2,325 (59.34%) Developer
2 675 (17.23%) .NET Developer
3 561 (14.32%) Java Developer
4 443 (11.31%) Senior Developer
5 359 (9.16%) Software Engineer
6 278 (7.10%) Full Stack Developer
7 240 (6.13%) C# Developer
8 236 (6.02%) DevOps Engineer
9 223 (5.69%) JavaScript Developer
10 213 (5.44%) PHP Developer
11 203 (5.18%) Architect
12 194 (4.95%) Software Developer
13 165 (4.21%) Junior
14 164 (4.19%) C# .NET Developer
15 142 (3.62%) Node.js Developer
15 142 (3.62%) Python Developer
16 141 (3.60%) Lead Developer
17 136 (3.47%) Java Engineer
18 135 (3.45%) Data Engineer
19 130 (3.32%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1,331 (33.97%) AngularJS
2 1,167 (29.79%) Node.js
3 1,161 (29.63%) HTML
4 1,155 (29.48%) .NET
5 1,039 (26.52%) CSS
6 717 (18.30%) HTML5
7 671 (17.13%) ASP.NET
8 618 (15.77%) React
8 618 (15.77%) RESTful
9 559 (14.27%) ASP.NET MVC
10 557 (14.22%) REST
11 556 (14.19%) Twitter Bootstrap
12 546 (13.94%) Web Services
13 492 (12.56%) Spring
14 448 (11.43%) CSS3
15 441 (11.26%) RabbitMQ
16 361 (9.21%) jQuery
17 328 (8.37%) ASP.NET MVC 5
17 328 (8.37%) ASP.NET Web API
18 315 (8.04%) Kafka
Miscellaneous
1 542 (13.83%) Computer Science
2 336 (8.58%) Fintech
3 294 (7.50%) Analytical Skills
4 244 (6.23%) User Experience
5 207 (5.28%) Greenfield Project
6 161 (4.11%) Algorithms
7 91 (2.32%) Mobile App
8 83 (2.12%) Clustering
9 82 (2.09%) Data Centre
10 81 (2.07%) Enterprise Software
11 77 (1.97%) Linux Command Line
12 73 (1.86%) Data Structures
13 55 (1.40%) Public Cloud
14 41 (1.05%) Cloud Native
15 39 (1.00%) Replication
16 34 (0.87%) Hedge funds
16 34 (0.87%) Management Information System
17 33 (0.84%) Cyberthreat
18 32 (0.82%) Internet of Things
19 29 (0.74%) Social Media
Operating Systems
1 1,036 (26.44%) Linux
2 277 (7.07%) Windows
3 199 (5.08%) Unix
4 110 (2.81%) Apple iOS
5 109 (2.78%) Android
6 105 (2.68%) CentOS
7 81 (2.07%) Ubuntu
8 73 (1.86%) Windows Server
9 52 (1.33%) Debian
10 48 (1.23%) Red Hat Enterprise Linux
11 20 (0.51%) Windows Server 2012
12 11 (0.28%) CoreOS
12 11 (0.28%) Windows 7
13 10 (0.26%) Mac OS X
14 9 (0.23%) AIX
15 7 (0.18%) Windows 10
16 6 (0.15%) Mac OS
16 6 (0.15%) SUSE
17 4 (0.10%) Amazon Linux
17 4 (0.10%) Windows 8
Processes & Methodologies
1 2,175 (55.51%) Agile Software Development
2 1,059 (27.03%) TDD
3 942 (24.04%) MVC
4 885 (22.59%) Software Engineering
5 876 (22.36%) Scrum
6 837 (21.36%) DevOps
7 661 (16.87%) Microservices
8 620 (15.82%) Continuous Integration
9 542 (13.83%) BDD
10 491 (12.53%) OO
11 422 (10.77%) Analytics
12 415 (10.59%) Web Application Development
13 403 (10.29%) Open Source
14 358 (9.14%) Kanban
15 347 (8.86%) Machine Learning
16 326 (8.32%) Test Automation
17 311 (7.94%) Web Development
18 287 (7.33%) Data Science
19 272 (6.94%) E-Commerce
20 268 (6.84%) Multithreading
Programming Languages
1 1,632 (41.65%) JavaScript
2 1,392 (35.53%) Java
3 1,212 (30.93%) SQL
4 1,162 (29.66%) C#
5 1,000 (25.52%) Python
6 524 (13.37%) PHP
7 477 (12.17%) Ruby
8 379 (9.67%) Scala
9 216 (5.51%) C++
10 214 (5.46%) Go
11 191 (4.87%) Bash Shell
12 179 (4.57%) F#
13 153 (3.91%) PowerShell
14 148 (3.78%) ES6
15 147 (3.75%) Perl
16 142 (3.62%) R
17 136 (3.47%) TypeScript
18 105 (2.68%) T-SQL
19 77 (1.97%) Shell Script
20 72 (1.84%) C
Qualifications
1 632 (16.13%) Degree
2 260 (6.64%) Computer Science Degree
3 95 (2.42%) Security Cleared
4 44 (1.12%) Master's Degree
5 37 (0.94%) PhD
6 36 (0.92%) Numerate Degree
7 33 (0.84%) DV Cleared
8 19 (0.48%) SC Cleared
9 16 (0.41%) AWS Certification
10 13 (0.33%) Microsoft Certification
11 9 (0.23%) MCSE
12 6 (0.15%) ISTQB
13 4 (0.10%) CESG Certified Professional
13 4 (0.10%) CISSP
14 3 (0.077%) ISTQB Foundation Certification
14 3 (0.077%) Oracle Certification
15 2 (0.051%) EMC Certification
15 2 (0.051%) HND
15 2 (0.051%) ITIL Certification
15 2 (0.051%) MCSA
Quality Assurance & Compliance
1 125 (3.19%) QA
2 46 (1.17%) GCP
3 19 (0.48%) SLA
4 13 (0.33%) Data Quality
5 10 (0.26%) PCI DSS
6 8 (0.20%) GDPR
7 7 (0.18%) Solvency II
8 6 (0.15%) ISO/IEC 27001
9 5 (0.13%) MiFID
9 5 (0.13%) SEPA
10 4 (0.10%) Actionable Recommendations
10 4 (0.10%) HIPAA
11 3 (0.077%) COBIT
11 3 (0.077%) PSD2
12 2 (0.051%) EMIR
12 2 (0.051%) Sarbanes-Oxley
12 2 (0.051%) TickIT
12 2 (0.051%) WAI
13 1 (0.026%) ISO 9001
13 1 (0.026%) ISO/IEC 20000
System Software
1 871 (22.23%) Docker
2 80 (2.04%) VMware Infrastructure
3 60 (1.53%) HDFS
4 59 (1.51%) Apache Flume
5 19 (0.48%) Apache ZooKeeper
6 18 (0.46%) Virtual Machines
7 14 (0.36%) Hyper-V
8 13 (0.33%) Active Directory
9 12 (0.31%) Varnish
10 10 (0.26%) VirtualBox
11 8 (0.20%) vSphere
11 8 (0.20%) Xen
12 7 (0.18%) KVM
13 6 (0.15%) LXC
14 5 (0.13%) GlusterFS
14 5 (0.13%) Microsoft App-V
15 4 (0.10%) etcd
15 4 (0.10%) XenDesktop
16 3 (0.077%) NFS
16 3 (0.077%) vCloud
Systems Management
1 371 (9.47%) Ansible
2 364 (9.29%) Puppet
3 325 (8.30%) Kubernetes
3 325 (8.30%) Opscode Chef
4 208 (5.31%) Kibana
5 165 (4.21%) Terraform
6 114 (2.91%) Business Desktop Deployment
6 114 (2.91%) WSUS
7 50 (1.28%) Nagios
8 34 (0.87%) logstash
8 34 (0.87%) ZABBIX
9 32 (0.82%) Docker Swarm
10 29 (0.74%) HAProxy
11 28 (0.71%) Mesos
11 28 (0.71%) Packer
12 23 (0.59%) Rancher
12 23 (0.59%) Salt
13 21 (0.54%) CFEngine
14 19 (0.48%) Hadoop YARN
14 19 (0.48%) Marathon
Vendors
1 429 (10.95%) Oracle
2 398 (10.16%) Microsoft
3 321 (8.19%) Google
4 127 (3.24%) VMware
5 74 (1.89%) Cloudera
6 70 (1.79%) Zend
7 69 (1.76%) Red Hat
8 67 (1.71%) New Relic
8 67 (1.71%) Tableau
9 66 (1.68%) IBM
10 64 (1.63%) Splunk
11 57 (1.45%) SAP
12 51 (1.30%) Apple
13 47 (1.20%) Sybase
14 42 (1.07%) Hortonworks
15 41 (1.05%) Atlassian
15 41 (1.05%) RedGate
16 32 (0.82%) SaltStack
17 30 (0.77%) MapR
18 29 (0.74%) AppDynamics