Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 20 November 2017 with a comparison to the same period in the previous 2 years.

MongoDB
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 142 196 131
Rank change year-on-year +54 -65 +105
Permanent jobs citing MongoDB 82 34 148
As % of all permanent IT jobs advertised in Leeds 1.66% 0.63% 2.13%
As % of the Database & Business Intelligence category 5.71% 2.05% 6.35%
Number of salaries quoted 76 27 122
Leeds median annual salary £50,000 £47,500 £46,250
Median salary % change year-on-year +5.26% +2.70% +2.78%
10th Percentile £38,750 £32,500 £28,750
90th Percentile £60,625 £64,750 £65,000
West Yorkshire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +12.50%

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 1437 1659 2329
As % of all permanent IT jobs advertised in Leeds 29.09% 30.95% 33.47%
Number of salaries quoted 1272 1501 1874
Leeds median annual salary £45,000 £41,500 £42,500
Median salary % change year-on-year +8.43% -2.35% +6.25%
10th Percentile £30,000 £28,250 £28,500
90th Percentile £61,250 £57,500 £60,875
West Yorkshire median annual salary £44,471 £40,000 £40,000
% change year-on-year +11.18% - +3.90%

MongoDB
Job Vacancy Trend in Leeds

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

Job vacancy trend for MongoDB in Leeds

MongoDB
Salary Trend in Leeds

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

Salary trend for MongoDB in Leeds

MongoDB
Salary Histogram in Leeds

The salary distribution of IT jobs citing MongoDB in Leeds over the 6 months to 20 November 2017.

Salary histogram for MongoDB in Leeds

For the 6 months to 20 November 2017, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for MongoDB.

1 45 (54.88%) Agile Software Development
2 43 (52.44%) Docker
3 42 (51.22%) NoSQL
4 41 (50.00%) Java
5 37 (45.12%) Git (software)
6 35 (42.68%) Node.js
6 35 (42.68%) JavaScript
7 32 (39.02%) SQL
8 30 (36.59%) MySQL
8 30 (36.59%) Opscode Chef
9 28 (34.15%) Test Automation
9 28 (34.15%) Spring
10 27 (32.93%) RabbitMQ
11 26 (31.71%) Hibernate
11 26 (31.71%) Continuous Integration
12 25 (30.49%) React
13 23 (28.05%) PHP
14 22 (26.83%) TDD
14 22 (26.83%) Software Engineering
14 22 (26.83%) Redis
15 21 (25.61%) High Availability
15 21 (25.61%) Hadoop
16 20 (24.39%) Mercurial
16 20 (24.39%) Puppet
16 20 (24.39%) Maven
16 20 (24.39%) Linux
17 19 (23.17%) OO
17 19 (23.17%) Scrum
18 18 (21.95%) JBoss
18 18 (21.95%) E-Commerce

MongoDB
Co-occurring IT Skills in Leeds 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 18 (21.95%) JBoss
1 18 (21.95%) WebLogic
2 17 (20.73%) Tomcat
3 13 (15.85%) Jetty
4 8 (9.76%) Tornado
5 6 (7.32%) Elasticsearch
6 4 (4.88%) Apache Spark
7 2 (2.44%) Apache
8 1 (1.22%) Apache Pig
8 1 (1.22%) nginx
8 1 (1.22%) WebSphere
Cloud Services
1 16 (19.51%) Amazon AWS
2 13 (15.85%) Microsoft Azure
3 6 (7.32%) Google Cloud Platform
4 1 (1.22%) Bluemix
4 1 (1.22%) Cloud Computing
4 1 (1.22%) GitHub
4 1 (1.22%) IBM Cloud
4 1 (1.22%) npm
4 1 (1.22%) SaaS
Communications & Networking
1 8 (9.76%) AMQP
2 2 (2.44%) Intrusion Detection
2 2 (2.44%) SAN
3 1 (1.22%) DNS
3 1 (1.22%) LDAP
3 1 (1.22%) SSL
Database & Business Intelligence
1 42 (51.22%) NoSQL
2 30 (36.59%) MySQL
3 22 (26.83%) Redis
4 21 (25.61%) Hadoop
5 18 (21.95%) Apache Cassandra
6 17 (20.73%) Couchbase
7 13 (15.85%) Riak
8 3 (3.66%) Big Data
8 3 (3.66%) PostgreSQL
9 2 (2.44%) DB2
9 2 (2.44%) InfluxDB
9 2 (2.44%) Oracle Database
10 1 (1.22%) Apache Hive
10 1 (1.22%) HBase
10 1 (1.22%) MariaDB
10 1 (1.22%) RDBMS
10 1 (1.22%) Relational Database
10 1 (1.22%) RethinkDB
10 1 (1.22%) SQL Server
Development Applications
1 37 (45.12%) Git (software)
2 20 (24.39%) Maven
2 20 (24.39%) Mercurial
3 16 (19.51%) Subversion
4 14 (17.07%) Selenium
5 12 (14.63%) Cucumber
5 12 (14.63%) Jenkins
6 9 (10.98%) Vagrant
7 8 (9.76%) FitNesse
7 8 (9.76%) JBehave
8 5 (6.10%) Gatling
8 5 (6.10%) JMeter
8 5 (6.10%) LoadRunner
9 3 (3.66%) Octopus Deploy
9 3 (3.66%) Team Foundation Server
10 2 (2.44%) JUnit
10 2 (2.44%) Mockito
10 2 (2.44%) TestNG
10 2 (2.44%) webpack
11 1 (1.22%) Eclipse
General
1 6 (7.32%) Games
2 3 (3.66%) Finance
3 1 (1.22%) Marketing
Job Titles
1 39 (47.56%) Developer
2 31 (37.80%) Java Developer
3 17 (20.73%) Software Engineer
4 13 (15.85%) PHP Software Engineer
5 7 (8.54%) Architect
5 7 (8.54%) Senior Developer
6 5 (6.10%) DevOps Engineer
6 5 (6.10%) Infrastructure Architect
6 5 (6.10%) Java Engineer
6 5 (6.10%) Senior Software Engineer
7 4 (4.88%) Cloud Architect
7 4 (4.88%) Cloud Infrastructure Architect
7 4 (4.88%) E-Commerce Architect
7 4 (4.88%) Java Software Developer
7 4 (4.88%) Senior Java Developer
7 4 (4.88%) Software Developer
7 4 (4.88%) Unix Architect
7 4 (4.88%) VMware Architect
7 4 (4.88%) Web Architect
7 4 (4.88%) WebOps Engineer
Libraries, Frameworks & Software Standards
1 35 (42.68%) Node.js
2 28 (34.15%) Spring
3 27 (32.93%) RabbitMQ
4 26 (31.71%) Hibernate
5 25 (30.49%) React
6 16 (19.51%) AngularJS
7 13 (15.85%) Spring Boot
7 13 (15.85%) Web Services
8 12 (14.63%) HTML
9 11 (13.41%) CSS
10 10 (12.20%) Kafka
11 9 (10.98%) Apache Camel
12 8 (9.76%) ActiveMQ
12 8 (9.76%) Flask
12 8 (9.76%) Gherkin
12 8 (9.76%) JMS
13 7 (8.54%) Dropwizard
14 5 (6.10%) jQuery
14 5 (6.10%) LAMP
14 5 (6.10%) Ruby on Rails
Miscellaneous
1 13 (15.85%) Data Structures
2 12 (14.63%) Algorithms
3 4 (4.88%) Analytical Skills
3 4 (4.88%) Private Cloud
4 3 (3.66%) Enterprise Software
5 2 (2.44%) Computer Science
5 2 (2.44%) Greenfield Project
5 2 (2.44%) iPad
6 1 (1.22%) iPhone
6 1 (1.22%) Mobile App
6 1 (1.22%) Smart City
6 1 (1.22%) User Experience
Operating Systems
1 20 (24.39%) Linux
2 9 (10.98%) Red Hat Enterprise Linux
3 4 (4.88%) CentOS
3 4 (4.88%) Unix
4 2 (2.44%) Android
4 2 (2.44%) Debian
4 2 (2.44%) SUSE
4 2 (2.44%) Ubuntu
Processes & Methodologies
1 45 (54.88%) Agile Software Development
2 28 (34.15%) Test Automation
3 26 (31.71%) Continuous Integration
4 22 (26.83%) Software Engineering
4 22 (26.83%) TDD
5 21 (25.61%) High Availability
6 19 (23.17%) OO
6 19 (23.17%) Scrum
7 18 (21.95%) DevOps
7 18 (21.95%) E-Commerce
8 14 (17.07%) BDD
9 13 (15.85%) DSDM
9 13 (15.85%) Kanban
9 13 (15.85%) RUP
10 8 (9.76%) Integration Testing
11 7 (8.54%) Performance Testing
12 5 (6.10%) Front End Development
13 4 (4.88%) Analytics
13 4 (4.88%) Microservices
13 4 (4.88%) Web Operations
Programming Languages
1 41 (50.00%) Java
2 35 (42.68%) JavaScript
3 32 (39.02%) SQL
4 23 (28.05%) PHP
5 18 (21.95%) Python
6 15 (18.29%) Bash Shell
6 15 (18.29%) Ruby
7 7 (8.54%) Scala
8 5 (6.10%) Go
9 3 (3.66%) C#
9 3 (3.66%) ES6
10 2 (2.44%) C
10 2 (2.44%) C++
11 1 (1.22%) Kotlin
Qualifications
1 2 (2.44%) Degree
2 1 (1.22%) Computer Science Degree
2 1 (1.22%) ISEB
2 1 (1.22%) ITIL Certification
2 1 (1.22%) SC Cleared
2 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 1 (1.22%) PCI DSS
1 1 (1.22%) QA
System Software
1 43 (52.44%) Docker
2 7 (8.54%) VMware Infrastructure
3 2 (2.44%) Hyper-V
4 1 (1.22%) Active Directory
4 1 (1.22%) Oracle RAC
4 1 (1.22%) VMware ESXi
Systems Management
1 30 (36.59%) Opscode Chef
2 20 (24.39%) Puppet
3 12 (14.63%) Ansible
4 8 (9.76%) Kubernetes
5 2 (2.44%) Salt
6 1 (1.22%) Mesos
Vendors
1 15 (18.29%) Oracle
2 10 (12.20%) Google
3 9 (10.98%) Rackspace
4 7 (8.54%) VMware
5 5 (6.10%) Brocade
5 5 (6.10%) F5
5 5 (6.10%) Red Hat
6 3 (3.66%) IBM
6 3 (3.66%) Microsoft
6 3 (3.66%) Sitecore
7 1 (1.22%) Apple
7 1 (1.22%) Black Duck
7 1 (1.22%) Cisco
7 1 (1.22%) Infoblox
7 1 (1.22%) MuleSoft
7 1 (1.22%) SAP
7 1 (1.22%) TIBCO
7 1 (1.22%) Veracode
7 1 (1.22%) WSO2