Period
to 20 May 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 May 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 May 2018
Same period 2017 Same period 2016
Rank 76 44 55
Rank change year-on-year -32 +11 -12
Contract jobs citing MongoDB 83 103 108
As % of all contract IT jobs advertised in Leeds 3.29% 4.86% 3.68%
As % of the Database & Business Intelligence category 12.89% 17.52% 16.07%
Number of daily rates quoted 74 81 99
Leeds median daily rate £469 £420 £450
Median daily rate % change year-on-year +11.61% -6.67% +12.50%
10th Percentile £400 £349 £359
90th Percentile £600 £550 £675
West Yorkshire median daily rate £475 £420 £450
% change year-on-year +13.10% -6.67% +12.50%
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 644 588 672
As % of all contract IT jobs advertised in Leeds 25.54% 27.74% 22.92%
Number of daily rates quoted 467 388 473
Leeds median daily rate £400 £375 £388
Median daily rate % change year-on-year +6.67% -3.23% +7.64%
10th Percentile £300 £300 £293
90th Percentile £538 £513 £538
West Yorkshire median daily rate £400 £390 £375
% change year-on-year +2.56% +4.00% +3.45%
Number of hourly rates quoted 1 2 1
Leeds median hourly rate £10.00 £18.25 £16.09
Median hourly rate % change year-on-year -45.21% +13.42% -25.16%
West Yorkshire median hourly rate £21.75 £19.00 £21.00
% change year-on-year +14.47% -9.52% +13.51%

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 May 2018.

Contractor daily rate histogram for MongoDB in Leeds

For the 6 months to 20 May 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 63 (75.90%) JavaScript
2 62 (74.70%) Agile Software Development
3 55 (66.27%) Java
4 53 (63.86%) Node.js
5 52 (62.65%) NoSQL
5 52 (62.65%) Software Engineering
6 50 (60.24%) MySQL
6 50 (60.24%) Git (software)
7 49 (59.04%) Jenkins
8 48 (57.83%) Microservices
9 47 (56.63%) Linux
10 44 (53.01%) TDD
11 43 (51.81%) SQL
12 42 (50.60%) PostgreSQL
12 42 (50.60%) REST
12 42 (50.60%) Open Source
13 40 (48.19%) Red Hat Enterprise Linux
13 40 (48.19%) Test Automation
14 36 (43.37%) Scrum
14 36 (43.37%) JIRA
14 36 (43.37%) JUnit
14 36 (43.37%) Red Hat
15 35 (42.17%) Kanban
15 35 (42.17%) Confluence
15 35 (42.17%) BDD
15 35 (42.17%) Slack
16 34 (40.96%) Cucumber
17 33 (39.76%) Apache Cassandra
17 33 (39.76%) SFIA
18 30 (36.14%) Jasmine

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 35 (42.17%) Confluence
2 14 (16.87%) Apache
3 6 (7.23%) Elasticsearch
4 4 (4.82%) Apache Pig
4 4 (4.82%) nginx
4 4 (4.82%) Tomcat
5 2 (2.41%) Apache Solr
5 2 (2.41%) Apache Spark
5 2 (2.41%) CMS
5 2 (2.41%) JBoss
5 2 (2.41%) Mule
5 2 (2.41%) Sitecore CMS
6 1 (1.20%) IIS
6 1 (1.20%) Jetty
6 1 (1.20%) Mongrel
6 1 (1.20%) WebSphere
Cloud Services
1 35 (42.17%) Slack
2 15 (18.07%) Amazon AWS
3 9 (10.84%) AWS CloudFormation
4 7 (8.43%) CloudFront
5 3 (3.61%) Microsoft Azure
5 3 (3.61%) PaaS
6 2 (2.41%) IaaS
7 1 (1.20%) Amazon EC2
7 1 (1.20%) GitHub
7 1 (1.20%) Google Analytics
7 1 (1.20%) Google App Engine
7 1 (1.20%) Google Cloud Platform
7 1 (1.20%) SaaS
Communications & Networking
1 3 (3.61%) AMQP
1 3 (3.61%) BIG-IP
1 3 (3.61%) Skype
2 2 (2.41%) SAN
2 2 (2.41%) SMS
3 1 (1.20%) DHCP
3 1 (1.20%) DNS
3 1 (1.20%) Firewall
3 1 (1.20%) FTP
3 1 (1.20%) HTTP
3 1 (1.20%) IPsec
3 1 (1.20%) SSL
3 1 (1.20%) TCP/IP
Database & Business Intelligence
1 52 (62.65%) NoSQL
2 50 (60.24%) MySQL
3 42 (50.60%) PostgreSQL
4 33 (39.76%) Apache Cassandra
5 20 (24.10%) Apache Hive
6 17 (20.48%) Big Data
7 13 (15.66%) Relational Database
8 7 (8.43%) Hadoop
8 7 (8.43%) HBase
9 5 (6.02%) Redis
10 4 (4.82%) Couchbase
10 4 (4.82%) SQL Server
11 1 (1.20%) CouchDB
11 1 (1.20%) Data Warehouse
11 1 (1.20%) Event Store
11 1 (1.20%) Neo4j
11 1 (1.20%) SQL Server Integration Services
Development Applications
1 50 (60.24%) Git (software)
2 49 (59.04%) Jenkins
3 36 (43.37%) JIRA
3 36 (43.37%) JUnit
4 34 (40.96%) Cucumber
5 30 (36.14%) Jasmine
6 14 (16.87%) Artifactory
7 3 (3.61%) PHPUnit
7 3 (3.61%) Subversion
8 2 (2.41%) git-flow
8 2 (2.41%) Maven
9 1 (1.20%) Hudson
9 1 (1.20%) nodeunit
9 1 (1.20%) Octopus Deploy
9 1 (1.20%) SonarQube
9 1 (1.20%) Team Foundation Server
9 1 (1.20%) Travis CI
General
1 6 (7.23%) Games
2 1 (1.20%) Finance
Job Titles
1 35 (42.17%) Software Engineer
2 34 (40.96%) Developer
3 22 (26.51%) Java Developer
4 16 (19.28%) JavaScript Engineer
5 13 (15.66%) Java Software Developer
5 13 (15.66%) Software Developer
6 11 (13.25%) Java Engineer
6 11 (13.25%) Java Software Engineer
7 6 (7.23%) Node.js Developer
8 5 (6.02%) Architect
8 5 (6.02%) Data Engineer
8 5 (6.02%) DevOps Engineer
9 4 (4.82%) Lead Software Engineer
9 4 (4.82%) MongoDB Developer
9 4 (4.82%) PHP Software Engineer
10 3 (3.61%) Full Stack Developer
10 3 (3.61%) JavaScript Developer
10 3 (3.61%) Linux Engineer
10 3 (3.61%) Scala Developer
10 3 (3.61%) Technical Architect
Libraries, Frameworks & Software Standards
1 53 (63.86%) Node.js
2 42 (50.60%) REST
3 22 (26.51%) RabbitMQ
4 17 (20.48%) Kafka
4 17 (20.48%) Spring
5 16 (19.28%) ActiveMQ
6 14 (16.87%) Spring Batch
6 14 (16.87%) Spring Boot
6 14 (16.87%) Spring Security
7 12 (14.46%) jQuery
8 10 (12.05%) RESTful
9 8 (9.64%) CSS
10 7 (8.43%) .NET
10 7 (8.43%) HTML
11 6 (7.23%) AngularJS
12 5 (6.02%) JSON
12 5 (6.02%) LAMP
13 4 (4.82%) ASP.NET Web API
13 4 (4.82%) Dropwizard
13 4 (4.82%) Hibernate
Miscellaneous
1 9 (10.84%) Greenfield Project
2 4 (4.82%) Data Centre
3 3 (3.61%) Enterprise Software
4 2 (2.41%) Analytical Skills
4 2 (2.41%) Hybrid Cloud
4 2 (2.41%) Management Information System
4 2 (2.41%) Public Cloud
5 1 (1.20%) Data Structures
5 1 (1.20%) Mobile App
5 1 (1.20%) Private Cloud
5 1 (1.20%) Social Media
5 1 (1.20%) User Experience
Operating Systems
1 47 (56.63%) Linux
2 40 (48.19%) Red Hat Enterprise Linux
3 3 (3.61%) Android
3 3 (3.61%) Apple iOS
3 3 (3.61%) CentOS
4 2 (2.41%) Mac OS X
Processes & Methodologies
1 62 (74.70%) Agile Software Development
2 52 (62.65%) Software Engineering
3 48 (57.83%) Microservices
4 44 (53.01%) TDD
5 42 (50.60%) Open Source
6 40 (48.19%) Test Automation
7 36 (43.37%) Scrum
8 35 (42.17%) BDD
8 35 (42.17%) Kanban
9 33 (39.76%) SFIA
10 27 (32.53%) Coaching
10 27 (32.53%) Mentoring
11 20 (24.10%) Integration Testing
12 17 (20.48%) Continuous Delivery
13 13 (15.66%) SDLC
14 12 (14.46%) User Stories
15 8 (9.64%) Continuous Integration
15 8 (9.64%) Deployment Automation
15 8 (9.64%) DevOps
16 7 (8.43%) Migration
Programming Languages
1 63 (75.90%) JavaScript
2 55 (66.27%) Java
3 43 (51.81%) SQL
4 11 (13.25%) PHP
5 8 (9.64%) Python
6 5 (6.02%) C#
7 3 (3.61%) Bash Shell
7 3 (3.61%) Java 8
7 3 (3.61%) Kotlin
7 3 (3.61%) Scala
8 2 (2.41%) Ruby
8 2 (2.41%) T-SQL
9 1 (1.20%) C
9 1 (1.20%) ES6
9 1 (1.20%) Go
9 1 (1.20%) Groovy
9 1 (1.20%) PHP 7
Qualifications
1 8 (9.64%) Security Cleared
2 6 (7.23%) SC Cleared
3 3 (3.61%) Degree
4 2 (2.41%) BPSS Clearance
5 1 (1.20%) BC Cleared
5 1 (1.20%) DBS Check
Quality Assurance & Compliance
1 1 (1.20%) Data Quality
1 1 (1.20%) QA
System Software
1 11 (13.25%) Docker
2 3 (3.61%) Varnish
3 1 (1.20%) VMware Infrastructure
3 1 (1.20%) Xen
Systems Management
1 26 (31.33%) Puppet
2 17 (20.48%) Terraform
3 16 (19.28%) Grafana
4 14 (16.87%) Graylog
5 10 (12.05%) Opscode Chef
6 7 (8.43%) Ansible
7 5 (6.02%) Kubernetes
8 2 (2.41%) Graphite
8 2 (2.41%) Opsview
9 1 (1.20%) Kibana
9 1 (1.20%) Single Sign-On
Vendors
1 36 (43.37%) Red Hat
2 6 (7.23%) Splunk
3 3 (3.61%) F5
3 3 (3.61%) Microsoft
4 2 (2.41%) Google
4 2 (2.41%) New Relic
4 2 (2.41%) Sitecore
5 1 (1.20%) Cloudera
5 1 (1.20%) Hortonworks
5 1 (1.20%) Oracle
5 1 (1.20%) Salesforce.com
5 1 (1.20%) VMware