Period
to 21 July 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 21 July 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
21 Jul 2018
Same period 2017 Same period 2016
Rank 77 45 52
Rank change year-on-year -32 +7 -10
Contract jobs citing MongoDB 81 105 124
As % of all contract IT jobs advertised in Leeds 3.17% 4.84% 4.17%
As % of the Database & Business Intelligence category 12.14% 19.16% 17.20%
Number of daily rates quoted 71 103 116
Leeds median daily rate £450 £425 £450
Median daily rate % change year-on-year +5.88% -5.56% +20.00%
10th Percentile £388 £363 £358
90th Percentile £600 £615 £668
West Yorkshire median daily rate £444 £425 £450
% change year-on-year +4.41% -5.56% +20.00%
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 667 548 721
As % of all contract IT jobs advertised in Leeds 26.13% 25.27% 24.25%
Number of daily rates quoted 479 378 527
Leeds median daily rate £400 £400 £400
10th Percentile £313 £308 £300
90th Percentile £538 £507 £525
West Yorkshire median daily rate £400 £400 £388
% change year-on-year - +3.23% +10.71%
Number of hourly rates quoted 5 3 2
Leeds median hourly rate £24.00 £19.00 £15.30
Median hourly rate % change year-on-year +26.32% +24.22% -17.32%
10th Percentile £12.80 £17.30 £14.43
90th Percentile £33.45 £24.50 £15.96
West Yorkshire median hourly rate £24.00 £19.00 £16.09
% change year-on-year +26.32% +18.09% -13.03%

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 21 July 2018.

Contractor daily rate histogram for MongoDB in Leeds

For the 6 months to 21 July 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 58 (71.60%) Agile Software Development
2 53 (65.43%) JavaScript
3 51 (62.96%) Java
4 50 (61.73%) NoSQL
5 48 (59.26%) Git (software)
6 47 (58.02%) Software Engineering
7 46 (56.79%) MySQL
7 46 (56.79%) Node.js
8 43 (53.09%) SQL
9 41 (50.62%) TDD
9 41 (50.62%) Jenkins
10 38 (46.91%) PostgreSQL
11 37 (45.68%) Microservices
12 35 (43.21%) JIRA
13 33 (40.74%) Linux
13 33 (40.74%) Open Source
14 29 (35.80%) JUnit
15 28 (34.57%) Test Automation
15 28 (34.57%) Red Hat Enterprise Linux
15 28 (34.57%) Apache Cassandra
16 27 (33.33%) RabbitMQ
16 27 (33.33%) REST
16 27 (33.33%) Confluence
16 27 (33.33%) Puppet
16 27 (33.33%) Slack
17 26 (32.10%) Red Hat
17 26 (32.10%) Scrum
18 25 (30.86%) SFIA
19 24 (29.63%) Cucumber
19 24 (29.63%) Kanban

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 27 (33.33%) Confluence
2 19 (23.46%) Apache
3 9 (11.11%) Elasticsearch
3 9 (11.11%) Tomcat
4 8 (9.88%) nginx
5 6 (7.41%) Apache Spark
6 3 (3.70%) Apache Pig
7 2 (2.47%) JBoss
8 1 (1.23%) Apache Solr
8 1 (1.23%) CMS
8 1 (1.23%) IIS
8 1 (1.23%) Jetty
8 1 (1.23%) Mongrel
8 1 (1.23%) Mule
8 1 (1.23%) Oracle HTTP Server
8 1 (1.23%) Sitecore CMS
8 1 (1.23%) WebLogic
8 1 (1.23%) WebLogic Portal
8 1 (1.23%) WebSphere
Business Applications
1 1 (1.23%) Oracle EBS
Cloud Services
1 27 (33.33%) Slack
2 15 (18.52%) Amazon AWS
3 8 (9.88%) AWS CloudFormation
4 6 (7.41%) CloudFront
5 3 (3.70%) AWS Lambda
5 3 (3.70%) Cloud Computing
5 3 (3.70%) Serverless
6 2 (2.47%) GitHub
6 2 (2.47%) Microsoft Azure
6 2 (2.47%) PaaS
7 1 (1.23%) Amazon EC2
7 1 (1.23%) Amazon S3
7 1 (1.23%) Google Analytics
7 1 (1.23%) Google App Engine
7 1 (1.23%) Google Cloud Platform
7 1 (1.23%) IaaS
7 1 (1.23%) SaaS
Communications & Networking
1 5 (6.17%) Firewall
2 3 (3.70%) HTTP
2 3 (3.70%) Skype
3 2 (2.47%) SMS
3 2 (2.47%) SSL
3 2 (2.47%) TCP/IP
4 1 (1.23%) AMQP
4 1 (1.23%) BIG-IP
4 1 (1.23%) DHCP
4 1 (1.23%) DNS
4 1 (1.23%) FTP
4 1 (1.23%) IPsec
4 1 (1.23%) SAN
Database & Business Intelligence
1 50 (61.73%) NoSQL
2 46 (56.79%) MySQL
3 38 (46.91%) PostgreSQL
4 28 (34.57%) Apache Cassandra
5 20 (24.69%) Apache Hive
5 20 (24.69%) Big Data
6 12 (14.81%) Relational Database
7 10 (12.35%) CouchDB
7 10 (12.35%) Hadoop
8 6 (7.41%) Couchbase
8 6 (7.41%) Redis
9 5 (6.17%) GIS
9 5 (6.17%) HBase
10 4 (4.94%) Riak
11 3 (3.70%) SQL Server
12 2 (2.47%) Data Warehouse
13 1 (1.23%) Neo4j
13 1 (1.23%) Oracle Database
13 1 (1.23%) Oracle Database 12c
13 1 (1.23%) Oracle Reports
Development Applications
1 48 (59.26%) Git (software)
2 41 (50.62%) Jenkins
3 35 (43.21%) JIRA
4 29 (35.80%) JUnit
5 24 (29.63%) Cucumber
6 21 (25.93%) Jasmine
7 16 (19.75%) Artifactory
8 8 (9.88%) Subversion
9 5 (6.17%) Mercurial
10 3 (3.70%) PHPUnit
11 1 (1.23%) Ant
11 1 (1.23%) Atlassian Bamboo
11 1 (1.23%) Grunt
11 1 (1.23%) IntelliJ
11 1 (1.23%) Maven
11 1 (1.23%) Mocha
11 1 (1.23%) Oracle Forms
11 1 (1.23%) ProC
11 1 (1.23%) Selenium
11 1 (1.23%) Team Foundation Server
General
1 3 (3.70%) Games
2 2 (2.47%) Retail
Job Titles
1 45 (55.56%) Developer
2 26 (32.10%) Java Developer
3 25 (30.86%) Software Engineer
4 13 (16.05%) Software Developer
5 11 (13.58%) Java Software Developer
6 9 (11.11%) Node.js Developer
7 8 (9.88%) Scala Developer
8 6 (7.41%) Java Engineer
8 6 (7.41%) Java Scala Developer
8 6 (7.41%) Java Software Engineer
8 6 (7.41%) JavaScript Engineer
9 5 (6.17%) Data Engineer
9 5 (6.17%) Python Developer
10 4 (4.94%) DevOps Engineer
10 4 (4.94%) Lead Software Engineer
10 4 (4.94%) MongoDB Developer
10 4 (4.94%) PHP Software Engineer
11 3 (3.70%) Architect
11 3 (3.70%) NoSQL Engineer
12 2 (2.47%) Technical Architect
Libraries, Frameworks & Software Standards
1 46 (56.79%) Node.js
2 27 (33.33%) RabbitMQ
2 27 (33.33%) REST
3 22 (27.16%) Spring
4 20 (24.69%) ActiveMQ
5 17 (20.99%) Kafka
6 16 (19.75%) Spring Batch
6 16 (19.75%) Spring Boot
6 16 (19.75%) Spring Security
7 13 (16.05%) RESTful
8 11 (13.58%) jQuery
9 8 (9.88%) Hibernate
10 7 (8.64%) AngularJS
10 7 (8.64%) CSS
10 7 (8.64%) HTML
11 5 (6.17%) Grails
12 4 (4.94%) .NET
12 4 (4.94%) JSON
13 3 (3.70%) LAMP
13 3 (3.70%) Symfony
Miscellaneous
1 7 (8.64%) Greenfield Project
2 4 (4.94%) Management Information System
3 3 (3.70%) Analytical Skills
3 3 (3.70%) Enterprise Software
4 2 (2.47%) Data Centre
4 2 (2.47%) Hybrid Cloud
4 2 (2.47%) NHS
4 2 (2.47%) Public Cloud
5 1 (1.23%) Data Structures
5 1 (1.23%) Mobile App
5 1 (1.23%) Social Media
Operating Systems
1 33 (40.74%) Linux
2 28 (34.57%) Red Hat Enterprise Linux
3 2 (2.47%) Mac OS X
4 1 (1.23%) Android
4 1 (1.23%) Apple iOS
4 1 (1.23%) CentOS
4 1 (1.23%) Oracle Linux
4 1 (1.23%) Ubuntu
4 1 (1.23%) Unix
4 1 (1.23%) Windows
Processes & Methodologies
1 58 (71.60%) Agile Software Development
2 47 (58.02%) Software Engineering
3 41 (50.62%) TDD
4 37 (45.68%) Microservices
5 33 (40.74%) Open Source
6 28 (34.57%) Test Automation
7 26 (32.10%) Scrum
8 25 (30.86%) SFIA
9 24 (29.63%) Kanban
10 23 (28.40%) BDD
11 20 (24.69%) Coaching
11 20 (24.69%) Mentoring
12 17 (20.99%) Integration Testing
13 16 (19.75%) Continuous Integration
14 11 (13.58%) Continuous Delivery
15 10 (12.35%) Deployment Automation
16 9 (11.11%) High Availability
17 8 (9.88%) DevOps
17 8 (9.88%) User Stories
18 7 (8.64%) SDLC
Programming Languages
1 53 (65.43%) JavaScript
2 51 (62.96%) Java
3 43 (53.09%) SQL
4 13 (16.05%) Python
5 8 (9.88%) PHP
5 8 (9.88%) Scala
6 6 (7.41%) Groovy
7 4 (4.94%) C#
7 4 (4.94%) ES6
7 4 (4.94%) Java 8
8 2 (2.47%) C
8 2 (2.47%) Perl
9 1 (1.23%) Bash Shell
9 1 (1.23%) Go
9 1 (1.23%) Haskell
9 1 (1.23%) Kotlin
9 1 (1.23%) PHP 7
9 1 (1.23%) PL/SQL
9 1 (1.23%) Ruby
9 1 (1.23%) T-SQL
Qualifications
1 11 (13.58%) Security Cleared
2 9 (11.11%) SC Cleared
3 3 (3.70%) BPSS Clearance
4 2 (2.47%) Degree
5 1 (1.23%) BC Cleared
5 1 (1.23%) DBS Check
Quality Assurance & Compliance
1 3 (3.70%) GDPR
2 1 (1.23%) Data Quality
2 1 (1.23%) PCI DSS
2 1 (1.23%) PMO
2 1 (1.23%) QA
System Software
1 11 (13.58%) Docker
2 1 (1.23%) Oracle RAC
2 1 (1.23%) Varnish
2 1 (1.23%) VMware Infrastructure
2 1 (1.23%) Xen
Systems Management
1 27 (33.33%) Puppet
2 20 (24.69%) Terraform
3 17 (20.99%) Grafana
4 16 (19.75%) Graylog
5 10 (12.35%) Ansible
6 7 (8.64%) Opscode Chef
7 2 (2.47%) Kibana
8 1 (1.23%) Data Guard
8 1 (1.23%) Failover Clustering
8 1 (1.23%) Kubernetes
8 1 (1.23%) Oracle RMAN
8 1 (1.23%) Single Sign-On
Vendors
1 26 (32.10%) Red Hat
2 7 (8.64%) Splunk
3 3 (3.70%) Micro Focus
4 2 (2.47%) Google
4 2 (2.47%) Microsoft
4 2 (2.47%) Oracle
5 1 (1.23%) Cloudera
5 1 (1.23%) F5
5 1 (1.23%) Hortonworks
5 1 (1.23%) Salesforce.com
5 1 (1.23%) Sitecore
5 1 (1.23%) VMware