Period
to 20 September 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for MongoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MongoDB over the 6 months to 20 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

MongoDB
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 69 34 54
Rank change year-on-year -35 +20 -11
Contract jobs citing MongoDB 76 124 116
As % of all contract IT jobs advertised in Leeds 3.03% 5.67% 4.01%
As % of the Database & Business Intelligence category 11.89% 21.60% 16.38%
Number of daily rates quoted 67 136 104
Leeds median daily rate £478 £425 £450
Median daily rate % change year-on-year +12.35% -5.56% +17.65%
10th Percentile £395 £375 £358
90th Percentile £623 £630 £609
West Yorkshire median daily rate £475 £430 £450
% change year-on-year +10.47% -4.44% +17.65%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - - -

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 639 574 708
As % of all contract IT jobs advertised in Leeds 25.45% 26.25% 24.48%
Number of daily rates quoted 457 412 509
Leeds median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £325 £313 £296
90th Percentile £575 £537 £514
West Yorkshire median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% +7.14%
Number of hourly rates quoted 12 2 6
Leeds median hourly rate £17.00 £21.25 £15.30
Median hourly rate % change year-on-year -20.00% +38.93% -12.60%
10th Percentile £12.55 £17.98 £13.13
90th Percentile £32.20 £24.73 £31.13
West Yorkshire median hourly rate £17.00 £17.50 £14.50
% change year-on-year -2.86% +20.69% -17.14%

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
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing MongoDB in Leeds.

Contractor daily rate trend for MongoDB in Leeds

MongoDB
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing MongoDB in Leeds over the 6 months to 20 September 2018.

Contractor daily rate histogram for MongoDB in Leeds

For the 6 months to 20 September 2018, IT contractor 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 contract job ads across the Leeds region with a requirement for MongoDB.

1 44 (57.89%) Java
1 44 (57.89%) MySQL
2 42 (55.26%) Git (software)
2 42 (55.26%) NoSQL
3 40 (52.63%) Microservices
3 40 (52.63%) SQL
3 40 (52.63%) Agile Software Development
4 37 (48.68%) TDD
5 36 (47.37%) Software Engineering
5 36 (47.37%) PostgreSQL
5 36 (47.37%) JavaScript
6 34 (44.74%) Linux
6 34 (44.74%) Node.js
7 31 (40.79%) Jenkins
8 30 (39.47%) JIRA
9 27 (35.53%) Red Hat Enterprise Linux
10 25 (32.89%) Puppet
11 24 (31.58%) Python
12 23 (30.26%) Continuous Integration
12 23 (30.26%) RabbitMQ
13 22 (28.95%) DevOps
14 21 (27.63%) Confluence
14 21 (27.63%) REST
14 21 (27.63%) Amazon AWS
15 20 (26.32%) Apache Cassandra
15 20 (26.32%) Docker
15 20 (26.32%) Terraform
16 19 (25.00%) Slack
16 19 (25.00%) Test Automation
17 18 (23.68%) Cucumber

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 21 (27.63%) Confluence
2 17 (22.37%) Apache
3 12 (15.79%) nginx
4 10 (13.16%) Apache Spark
4 10 (13.16%) Elasticsearch
5 7 (9.21%) Tomcat
6 3 (3.95%) WebLogic
7 2 (2.63%) Oracle HTTP Server
7 2 (2.63%) WebLogic Portal
8 1 (1.32%) IIS
8 1 (1.32%) JBoss
8 1 (1.32%) Jetty
8 1 (1.32%) Mongrel
8 1 (1.32%) WebSphere
Applications
1 1 (1.32%) Microsoft Excel
Business Applications
1 2 (2.63%) Oracle EBS
Cloud Services
1 21 (27.63%) Amazon AWS
2 19 (25.00%) Slack
3 9 (11.84%) Amazon EC2
4 5 (6.58%) AWS CloudFormation
5 4 (5.26%) Amazon ELB
5 4 (5.26%) Amazon S3
5 4 (5.26%) Amazon SQS
5 4 (5.26%) Route 53
5 4 (5.26%) Virtual Private Cloud
6 3 (3.95%) AWS Lambda
6 3 (3.95%) Cloud Computing
6 3 (3.95%) CloudFront
6 3 (3.95%) GitHub
6 3 (3.95%) Google Analytics
6 3 (3.95%) Serverless
7 2 (2.63%) Microsoft Azure
8 1 (1.32%) Google App Engine
8 1 (1.32%) Google Cloud Platform
8 1 (1.32%) PaaS
8 1 (1.32%) SaaS
Communications & Networking
1 13 (17.11%) HTTP
2 5 (6.58%) Firewall
3 4 (5.26%) SSL
3 4 (5.26%) TCP/IP
4 3 (3.95%) Skype
5 2 (2.63%) DHCP
5 2 (2.63%) DNS
5 2 (2.63%) FTP
5 2 (2.63%) IPsec
5 2 (2.63%) SMS
Database & Business Intelligence
1 44 (57.89%) MySQL
2 42 (55.26%) NoSQL
3 36 (47.37%) PostgreSQL
4 20 (26.32%) Apache Cassandra
5 15 (19.74%) CouchDB
6 11 (14.47%) Hadoop
7 10 (13.16%) GIS
7 10 (13.16%) Redis
8 9 (11.84%) Big Data
8 9 (11.84%) Relational Database
8 9 (11.84%) Riak
9 7 (9.21%) Apache Hive
10 5 (6.58%) Couchbase
11 3 (3.95%) Data Warehouse
11 3 (3.95%) Neo4j
12 2 (2.63%) InterSystems Cache
12 2 (2.63%) Oracle BI EE
12 2 (2.63%) Oracle Database 11g
12 2 (2.63%) Oracle Reports
12 2 (2.63%) SQL Server
Development Applications
1 42 (55.26%) Git (software)
2 31 (40.79%) Jenkins
3 30 (39.47%) JIRA
4 18 (23.68%) Cucumber
5 13 (17.11%) JUnit
6 11 (14.47%) Subversion
7 10 (13.16%) Mercurial
8 9 (11.84%) Artifactory
8 9 (11.84%) SonarQube
9 5 (6.58%) Jasmine
10 4 (5.26%) GitLab
10 4 (5.26%) IntelliJ
10 4 (5.26%) Selenium
11 3 (3.95%) Gatling
11 3 (3.95%) gulp
11 3 (3.95%) PHPUnit
11 3 (3.95%) Sublime Text
12 2 (2.63%) Travis CI
12 2 (2.63%) Visual Studio Code
12 2 (2.63%) WebDriver
General
1 2 (2.63%) Retail
2 1 (1.32%) Finance
Job Titles
1 42 (55.26%) Developer
2 22 (28.95%) Java Developer
3 17 (22.37%) Software Engineer
4 12 (15.79%) DevOps Engineer
5 10 (13.16%) Python Developer
6 9 (11.84%) Scala Developer
7 8 (10.53%) Software Developer
8 7 (9.21%) Java Software Developer
8 7 (9.21%) Node.js Developer
9 5 (6.58%) Java Scala Developer
10 4 (5.26%) Java Engineer
11 3 (3.95%) Architect
11 3 (3.95%) Java Software Engineer
11 3 (3.95%) JavaScript Engineer
11 3 (3.95%) MongoDB Developer
11 3 (3.95%) Operations Engineer
11 3 (3.95%) PHP Software Engineer
12 2 (2.63%) Data Engineer
12 2 (2.63%) Linux/Unix DevOps
12 2 (2.63%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 34 (44.74%) Node.js
2 23 (30.26%) RabbitMQ
3 21 (27.63%) REST
4 15 (19.74%) Spring
5 12 (15.79%) ActiveMQ
6 9 (11.84%) Hibernate
7 8 (10.53%) RESTful
8 7 (9.21%) HTML
8 7 (9.21%) Kafka
8 7 (9.21%) Spring Batch
8 7 (9.21%) Spring Boot
8 7 (9.21%) Spring Security
9 5 (6.58%) AngularJS
9 5 (6.58%) CSS
9 5 (6.58%) Grails
9 5 (6.58%) jQuery
10 4 (5.26%) Elastic Stack
10 4 (5.26%) J2EE
10 4 (5.26%) Play Framework
11 3 (3.95%) PySpark
Miscellaneous
1 6 (7.89%) Public Cloud
2 4 (5.26%) Analytical Skills
3 3 (3.95%) Greenfield Project
3 3 (3.95%) Management Information System
4 2 (2.63%) Hybrid Cloud
4 2 (2.63%) NHS
5 1 (1.32%) Enterprise Software
5 1 (1.32%) Mobile App
5 1 (1.32%) Social Media
Operating Systems
1 34 (44.74%) Linux
2 27 (35.53%) Red Hat Enterprise Linux
3 9 (11.84%) CentOS
4 6 (7.89%) Unix
5 2 (2.63%) Mac OS X
5 2 (2.63%) Oracle Linux
6 1 (1.32%) Ubuntu
6 1 (1.32%) Windows
Processes & Methodologies
1 40 (52.63%) Agile Software Development
1 40 (52.63%) Microservices
2 37 (48.68%) TDD
3 36 (47.37%) Software Engineering
4 23 (30.26%) Continuous Integration
5 22 (28.95%) DevOps
6 19 (25.00%) Test Automation
7 16 (21.05%) BDD
7 16 (21.05%) Open Source
8 14 (18.42%) Mentoring
9 12 (15.79%) Coaching
10 10 (13.16%) High Availability
10 10 (13.16%) SDLC
11 7 (9.21%) Scrum
11 7 (9.21%) SFIA
12 6 (7.89%) Configuration Management
12 6 (7.89%) Continuous Delivery
12 6 (7.89%) Deployment Automation
12 6 (7.89%) Integration Testing
12 6 (7.89%) Kanban
Programming Languages
1 44 (57.89%) Java
2 40 (52.63%) SQL
3 36 (47.37%) JavaScript
4 24 (31.58%) Python
5 10 (13.16%) Scala
6 8 (10.53%) Groovy
7 7 (9.21%) Perl
8 5 (6.58%) Bash Shell
8 5 (6.58%) Java 8
9 4 (5.26%) PHP
9 4 (5.26%) Ruby
10 3 (3.95%) C
10 3 (3.95%) ES6
11 2 (2.63%) C#
11 2 (2.63%) PL/SQL
12 1 (1.32%) Go
12 1 (1.32%) Haskell
12 1 (1.32%) PowerShell
12 1 (1.32%) Shell Script
12 1 (1.32%) VBA
Qualifications
1 13 (17.11%) Security Cleared
2 12 (15.79%) SC Cleared
3 5 (6.58%) BPSS Clearance
4 2 (2.63%) DBS Check
Quality Assurance & Compliance
1 3 (3.95%) GDPR
2 2 (2.63%) Disclosure Scotland
2 2 (2.63%) PCI DSS
3 1 (1.32%) PMO
3 1 (1.32%) QA
System Software
1 20 (26.32%) Docker
2 2 (2.63%) Oracle RAC
3 1 (1.32%) Virtual Machines
3 1 (1.32%) VMware Infrastructure
3 1 (1.32%) Xen
Systems Management
1 25 (32.89%) Puppet
2 20 (26.32%) Terraform
3 17 (22.37%) Ansible
4 15 (19.74%) Grafana
5 8 (10.53%) Kubernetes
6 7 (9.21%) Graylog
7 4 (5.26%) Kibana
7 4 (5.26%) Opscode Chef
7 4 (5.26%) Packer
7 4 (5.26%) Prometheus
8 3 (3.95%) Rancher
9 2 (2.63%) Data Guard
9 2 (2.63%) Failover Clustering
9 2 (2.63%) Graphite
9 2 (2.63%) Oracle RMAN
10 1 (1.32%) Single Sign-On
Vendors
1 10 (13.16%) Red Hat
2 7 (9.21%) Splunk
3 4 (5.26%) Google
4 3 (3.95%) Black Duck
4 3 (3.95%) Micro Focus
4 3 (3.95%) Oracle
5 1 (1.32%) Cloudera
5 1 (1.32%) Hortonworks
5 1 (1.32%) Microsoft
5 1 (1.32%) RedGate
5 1 (1.32%) Tableau
5 1 (1.32%) VMware
5 1 (1.32%) webMethods