Period
to 22 February 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 22 February 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
22 Feb 2018
Same period 2017 Same period 2016
Rank 48 46 51
Rank change year-on-year -2 +5 -8
Contract jobs citing MongoDB 106 109 104
As % of all contract IT jobs advertised in Leeds 4.45% 4.81% 3.52%
As % of the Database & Business Intelligence category 18.00% 18.14% 14.90%
Number of daily rates quoted 103 83 91
Leeds median daily rate £430 £450 £450
Median daily rate % change year-on-year -4.44% - +20.00%
10th Percentile £375 £351 £319
90th Percentile £598 £613 £685
West Yorkshire median daily rate £430 £450 £450
% change year-on-year -4.44% - +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 589 601 698
As % of all contract IT jobs advertised in Leeds 24.75% 26.52% 23.62%
Number of daily rates quoted 425 395 479
Leeds median daily rate £390 £380 £380
Median daily rate % change year-on-year +2.63% - +11.76%
10th Percentile £283 £300 £285
90th Percentile £538 £534 £553
West Yorkshire median daily rate £390 £375 £375
% change year-on-year +4.00% - +7.14%
Number of hourly rates quoted 0 3 0
Leeds median hourly rate - £19.00 -
West Yorkshire median hourly rate - £19.00 £19.50
% change year-on-year - -2.56% +15.13%

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 22 February 2018.

Contractor daily rate histogram for MongoDB in Leeds

For the 6 months to 22 February 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 84 (79.25%) Agile Software Development
2 73 (68.87%) Java
3 70 (66.04%) NoSQL
4 67 (63.21%) JavaScript
5 65 (61.32%) SQL
6 60 (56.60%) Git (software)
7 56 (52.83%) TDD
7 56 (52.83%) Test Automation
8 54 (50.94%) Node.js
8 54 (50.94%) Software Engineering
8 54 (50.94%) Microservices
9 50 (47.17%) MySQL
10 46 (43.40%) Linux
11 45 (42.45%) BDD
12 42 (39.62%) Open Source
12 42 (39.62%) REST
13 41 (38.68%) Jenkins
14 40 (37.74%) Cucumber
15 39 (36.79%) Red Hat Enterprise Linux
16 38 (35.85%) Scrum
16 38 (35.85%) PostgreSQL
17 37 (34.91%) JIRA
17 37 (34.91%) Confluence
18 35 (33.02%) Apache Cassandra
18 35 (33.02%) SFIA
18 35 (33.02%) Slack
19 33 (31.13%) Spring
20 29 (27.36%) Kanban
21 28 (26.42%) JUnit
22 27 (25.47%) Red Hat

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 37 (34.91%) Confluence
2 12 (11.32%) Elasticsearch
3 7 (6.60%) Apache
3 7 (6.60%) Apache Solr
3 7 (6.60%) CMS
3 7 (6.60%) Sitecore CMS
4 6 (5.66%) WebLogic
5 5 (4.72%) JBoss
5 5 (4.72%) Tomcat
6 4 (3.77%) Jetty
6 4 (3.77%) nginx
6 4 (3.77%) Tornado
7 3 (2.83%) Apache Pig
8 2 (1.89%) Apache Spark
8 2 (1.89%) Mule
9 1 (0.94%) SAS
Cloud Services
1 35 (33.02%) Slack
2 12 (11.32%) Amazon AWS
3 4 (3.77%) Microsoft Azure
4 3 (2.83%) AWS CloudFormation
4 3 (2.83%) CloudFront
5 2 (1.89%) Heroku
5 2 (1.89%) IaaS
5 2 (1.89%) PaaS
5 2 (1.89%) SaaS
6 1 (0.94%) GitHub
6 1 (0.94%) Google Analytics
Communications & Networking
1 7 (6.60%) AMQP
2 3 (2.83%) BIG-IP
3 2 (1.89%) Network Security
3 2 (1.89%) SAN
4 1 (0.94%) HTTP
Database & Business Intelligence
1 70 (66.04%) NoSQL
2 50 (47.17%) MySQL
3 38 (35.85%) PostgreSQL
4 35 (33.02%) Apache Cassandra
5 14 (13.21%) Apache Hive
6 12 (11.32%) Big Data
6 12 (11.32%) Redis
7 11 (10.38%) Hadoop
8 9 (8.49%) SQL Server
9 8 (7.55%) Relational Database
10 7 (6.60%) Couchbase
10 7 (6.60%) HBase
11 4 (3.77%) Riak
12 3 (2.83%) Data Warehouse
13 2 (1.89%) Amazon Redshift
13 2 (1.89%) Oracle Database
14 1 (0.94%) BusinessObjects
14 1 (0.94%) Data Lake
14 1 (0.94%) Enterprise Data Warehouse
14 1 (0.94%) Event Store
Development Applications
1 60 (56.60%) Git (software)
2 41 (38.68%) Jenkins
3 40 (37.74%) Cucumber
4 37 (34.91%) JIRA
5 28 (26.42%) JUnit
6 26 (24.53%) Jasmine
7 20 (18.87%) Maven
8 13 (12.26%) Subversion
9 12 (11.32%) Mercurial
10 8 (7.55%) Artifactory
11 4 (3.77%) FitNesse
11 4 (3.77%) JBehave
11 4 (3.77%) Selenium
11 4 (3.77%) Vagrant
12 3 (2.83%) git-flow
13 2 (1.89%) Hudson
13 2 (1.89%) IntelliJ
13 2 (1.89%) WebDriver
14 1 (0.94%) ERwin
14 1 (0.94%) LoadRunner
General
1 10 (9.43%) Games
2 9 (8.49%) Finance
3 2 (1.89%) Banking
3 2 (1.89%) Retail Banking
Job Titles
1 57 (53.77%) Developer
2 38 (35.85%) Java Developer
3 30 (28.30%) Software Engineer
4 15 (14.15%) Java Engineer
4 15 (14.15%) Java Software Engineer
5 14 (13.21%) JavaScript Engineer
6 8 (7.55%) .NET Developer
7 7 (6.60%) Full Stack Developer
7 7 (6.60%) Java Software Developer
7 7 (6.60%) Software Developer
8 6 (5.66%) Architect
8 6 (5.66%) C# .NET Developer
8 6 (5.66%) C# Developer
9 5 (4.72%) Agile Developer
9 5 (4.72%) JavaScript Developer
10 4 (3.77%) Agile Java Developer
10 4 (3.77%) Data Engineer
10 4 (3.77%) Lead Software Engineer
10 4 (3.77%) Linux Engineer
11 3 (2.83%) Java Architect
Libraries, Frameworks & Software Standards
1 54 (50.94%) Node.js
2 42 (39.62%) REST
3 33 (31.13%) Spring
4 24 (22.64%) RabbitMQ
5 23 (21.70%) Hibernate
6 16 (15.09%) Spring Boot
7 15 (14.15%) Kafka
8 14 (13.21%) ActiveMQ
9 11 (10.38%) .NET
9 11 (10.38%) jQuery
10 10 (9.43%) JSON
11 9 (8.49%) ASP.NET Web API
12 8 (7.55%) ASP.NET
12 8 (7.55%) ASP.NET MVC
12 8 (7.55%) Spring Batch
12 8 (7.55%) Spring Security
13 7 (6.60%) Ajax
13 7 (6.60%) KnockoutJS
14 6 (5.66%) Apache Camel
14 6 (5.66%) Play Framework
Miscellaneous
1 11 (10.38%) Data Structures
2 10 (9.43%) Algorithms
3 8 (7.55%) Analytical Skills
4 6 (5.66%) Greenfield Project
4 6 (5.66%) User Experience
5 4 (3.77%) Data Centre
6 3 (2.83%) Enterprise Software
6 3 (2.83%) Private Cloud
7 2 (1.89%) Management Information System
8 1 (0.94%) Clustering
Operating Systems
1 46 (43.40%) Linux
2 39 (36.79%) Red Hat Enterprise Linux
3 5 (4.72%) CentOS
4 3 (2.83%) Android
4 3 (2.83%) Apple iOS
5 1 (0.94%) Mac OS X
5 1 (0.94%) Unix
Processes & Methodologies
1 84 (79.25%) Agile Software Development
2 56 (52.83%) TDD
2 56 (52.83%) Test Automation
3 54 (50.94%) Microservices
3 54 (50.94%) Software Engineering
4 45 (42.45%) BDD
5 42 (39.62%) Open Source
6 38 (35.85%) Scrum
7 35 (33.02%) SFIA
8 29 (27.36%) Kanban
9 25 (23.58%) Coaching
9 25 (23.58%) Mentoring
10 21 (19.81%) Integration Testing
11 20 (18.87%) Continuous Integration
12 18 (16.98%) SDLC
13 15 (14.15%) Continuous Delivery
13 15 (14.15%) DevOps
14 13 (12.26%) MVC
14 13 (12.26%) OO
15 12 (11.32%) User Stories
Programming Languages
1 73 (68.87%) Java
2 67 (63.21%) JavaScript
3 65 (61.32%) SQL
4 16 (15.09%) Python
5 12 (11.32%) PHP
6 10 (9.43%) Bash Shell
7 9 (8.49%) C#
7 9 (8.49%) Ruby
8 7 (6.60%) T-SQL
9 5 (4.72%) Scala
10 3 (2.83%) Kotlin
11 2 (1.89%) Go
11 2 (1.89%) Shell Script
12 1 (0.94%) ES6
Qualifications
1 7 (6.60%) BPSS Clearance
2 3 (2.83%) Degree
3 1 (0.94%) BC Cleared
3 1 (0.94%) DBS Check
3 1 (0.94%) Security Cleared
Quality Assurance & Compliance
1 3 (2.83%) QA
2 2 (1.89%) Data Quality
System Software
1 13 (12.26%) Docker
2 3 (2.83%) Varnish
3 1 (0.94%) Xen
Systems Management
1 21 (19.81%) Puppet
2 17 (16.04%) Opscode Chef
3 13 (12.26%) Grafana
4 9 (8.49%) Ansible
5 8 (7.55%) Graylog
5 8 (7.55%) Kubernetes
5 8 (7.55%) Terraform
6 5 (4.72%) Graphite
6 5 (4.72%) Opsview
7 1 (0.94%) Rancher
Vendors
1 27 (25.47%) Red Hat
2 14 (13.21%) Oracle
3 7 (6.60%) Sitecore
3 7 (6.60%) Splunk
4 5 (4.72%) New Relic
5 3 (2.83%) F5
6 2 (1.89%) Informatica
6 2 (1.89%) Logi
6 2 (1.89%) Logi Analytics
6 2 (1.89%) Microsoft
6 2 (1.89%) Tableau
7 1 (0.94%) CA
7 1 (0.94%) Cloudera
7 1 (0.94%) Google
7 1 (0.94%) Hortonworks
7 1 (0.94%) Salesforce.com
7 1 (0.94%) Talend