Period
to 13 December 2017

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 13 December 2017 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
13 Dec 2017
Same period 2016 Same period 2015
Rank 36 42 40
Rank change year-on-year +6 -2 +13
Contract jobs citing MongoDB 126 117 156
As % of all contract IT jobs advertised in Leeds 5.62% 4.54% 4.78%
As % of the Database & Business Intelligence category 21.04% 17.41% 18.57%
Number of daily rates quoted 147 100 135
Leeds median daily rate £450 £450 £400
Median daily rate % change year-on-year - +12.50% -
10th Percentile £375 £358 £315
90th Percentile £645 £625 £658
West Yorkshire median daily rate £450 £450 £400
% change year-on-year - +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 599 672 840
As % of all contract IT jobs advertised in Leeds 26.72% 26.10% 25.73%
Number of daily rates quoted 446 465 569
Leeds median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +15.38%
10th Percentile £305 £296 £281
90th Percentile £540 £538 £525
West Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 0 7 7
Leeds median hourly rate - £14.50 £17.50
Median hourly rate % change year-on-year - -17.14% +9.38%
West Yorkshire median hourly rate - £18.38 £17.50
% change year-on-year - +5.00% +9.38%

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 13 December 2017.

Contractor daily rate histogram for MongoDB in Leeds

For the 6 months to 13 December 2017, IT contractor jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Leeds region with a requirement for MongoDB.

1 98 (77.78%) Agile Software Development
2 85 (67.46%) Java
3 78 (61.90%) NoSQL
4 74 (58.73%) SQL
5 67 (53.17%) Git (software)
6 64 (50.79%) JavaScript
7 61 (48.41%) TDD
7 61 (48.41%) Microservices
8 57 (45.24%) Software Engineering
9 54 (42.86%) Test Automation
10 50 (39.68%) Linux
11 48 (38.10%) MySQL
11 48 (38.10%) Node.js
12 47 (37.30%) Open Source
13 42 (33.33%) Spring
14 38 (30.16%) Red Hat Enterprise Linux
14 38 (30.16%) Jenkins
15 37 (29.37%) BDD
15 37 (29.37%) Scrum
16 36 (28.57%) Apache Cassandra
17 35 (27.78%) PostgreSQL
18 33 (26.19%) Hibernate
18 33 (26.19%) REST
19 32 (25.40%) SFIA
20 31 (24.60%) Confluence
20 31 (24.60%) Cucumber
20 31 (24.60%) JIRA
21 29 (23.02%) Docker
21 29 (23.02%) Slack
22 27 (21.43%) Continuous Integration

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 31 (24.60%) Confluence
2 12 (9.52%) Elasticsearch
3 10 (7.94%) Apache Solr
3 10 (7.94%) CMS
3 10 (7.94%) Sitecore CMS
4 7 (5.56%) Tomcat
4 7 (5.56%) WebLogic
5 5 (3.97%) JBoss
5 5 (3.97%) Jetty
5 5 (3.97%) SAS
5 5 (3.97%) Tornado
6 3 (2.38%) nginx
7 2 (1.59%) Apache
7 2 (1.59%) Apache Spark
7 2 (1.59%) OpenStack
Cloud Services
1 29 (23.02%) Slack
2 11 (8.73%) Amazon AWS
3 4 (3.17%) SaaS
4 2 (1.59%) GitHub
4 2 (1.59%) Heroku
4 2 (1.59%) IaaS
4 2 (1.59%) Microsoft Azure
4 2 (1.59%) PaaS
5 1 (0.79%) AWS Elastic Beanstalk
5 1 (0.79%) Google Analytics
Communications & Networking
1 5 (3.97%) AMQP
2 4 (3.17%) HTTP
3 2 (1.59%) Network Security
4 1 (0.79%) DNS
4 1 (0.79%) FTP
4 1 (0.79%) SMTP
4 1 (0.79%) SSH
Database & Business Intelligence
1 78 (61.90%) NoSQL
2 48 (38.10%) MySQL
3 36 (28.57%) Apache Cassandra
4 35 (27.78%) PostgreSQL
5 11 (8.73%) SQL Server
6 10 (7.94%) Redis
7 8 (6.35%) Big Data
7 8 (6.35%) Hadoop
8 7 (5.56%) Apache Hive
8 7 (5.56%) Couchbase
9 6 (4.76%) Data Warehouse
9 6 (4.76%) Riak
10 5 (3.97%) HBase
10 5 (3.97%) Pentaho
11 3 (2.38%) BusinessObjects
11 3 (2.38%) Data Lake
11 3 (2.38%) Enterprise Data Warehouse
11 3 (2.38%) Relational Database
12 2 (1.59%) Amazon Redshift
12 2 (1.59%) Oracle Database
Development Applications
1 67 (53.17%) Git (software)
2 38 (30.16%) Jenkins
3 31 (24.60%) Cucumber
3 31 (24.60%) JIRA
4 26 (20.63%) Maven
5 25 (19.84%) JUnit
6 21 (16.67%) Jasmine
7 18 (14.29%) Mercurial
7 18 (14.29%) Subversion
8 10 (7.94%) IntelliJ
9 5 (3.97%) FitNesse
9 5 (3.97%) JBehave
9 5 (3.97%) Selenium
9 5 (3.97%) Vagrant
10 4 (3.17%) Hudson
11 3 (2.38%) ERwin
11 3 (2.38%) SonarQube
12 2 (1.59%) Babel
12 2 (1.59%) git-flow
12 2 (1.59%) gulp
General
1 15 (11.90%) Finance
2 9 (7.14%) Games
3 2 (1.59%) Banking
3 2 (1.59%) Retail Banking
4 1 (0.79%) Retail
Job Titles
1 78 (61.90%) Developer
2 49 (38.89%) Java Developer
3 25 (19.84%) Software Engineer
4 14 (11.11%) Java Engineer
4 14 (11.11%) Java Software Engineer
5 11 (8.73%) .NET Developer
6 9 (7.14%) C# .NET Developer
6 9 (7.14%) C# Developer
6 9 (7.14%) JavaScript Engineer
6 9 (7.14%) Scala Developer
7 8 (6.35%) Full Stack Developer
8 7 (5.56%) DevOps Engineer
8 7 (5.56%) JavaScript Developer
8 7 (5.56%) Lead Software Engineer
9 5 (3.97%) Agile Developer
9 5 (3.97%) Architect
9 5 (3.97%) Java Software Developer
9 5 (3.97%) Linux Engineer
9 5 (3.97%) Senior Developer
10 4 (3.17%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 48 (38.10%) Node.js
2 42 (33.33%) Spring
3 33 (26.19%) Hibernate
3 33 (26.19%) REST
4 19 (15.08%) RabbitMQ
5 17 (13.49%) JSON
6 14 (11.11%) CSS
7 13 (10.32%) Play Framework
8 12 (9.52%) .NET
8 12 (9.52%) ASP.NET Web API
9 11 (8.73%) ActiveMQ
9 11 (8.73%) ASP.NET
9 11 (8.73%) ASP.NET MVC
9 11 (8.73%) Kafka
9 11 (8.73%) Spring Boot
9 11 (8.73%) XML
10 10 (7.94%) Ajax
10 10 (7.94%) Apache Camel
10 10 (7.94%) jQuery
10 10 (7.94%) KnockoutJS
Miscellaneous
1 16 (12.70%) Algorithms
1 16 (12.70%) Data Structures
2 13 (10.32%) Analytical Skills
3 8 (6.35%) User Experience
4 6 (4.76%) Enterprise Software
5 5 (3.97%) Management Information System
6 3 (2.38%) Clustering
6 3 (2.38%) Private Cloud
7 2 (1.59%) Greenfield Project
Operating Systems
1 50 (39.68%) Linux
2 38 (30.16%) Red Hat Enterprise Linux
3 5 (3.97%) CentOS
3 5 (3.97%) Unix
Processes & Methodologies
1 98 (77.78%) Agile Software Development
2 61 (48.41%) Microservices
2 61 (48.41%) TDD
3 57 (45.24%) Software Engineering
4 54 (42.86%) Test Automation
5 47 (37.30%) Open Source
6 37 (29.37%) BDD
6 37 (29.37%) Scrum
7 32 (25.40%) SFIA
8 27 (21.43%) Continuous Integration
9 26 (20.63%) Kanban
10 25 (19.84%) Coaching
10 25 (19.84%) Mentoring
11 24 (19.05%) DevOps
12 20 (15.87%) Integration Testing
13 18 (14.29%) OO
14 17 (13.49%) Continuous Delivery
14 17 (13.49%) MVC
15 16 (12.70%) SDLC
16 11 (8.73%) Configuration Management
Programming Languages
1 85 (67.46%) Java
2 74 (58.73%) SQL
3 64 (50.79%) JavaScript
4 18 (14.29%) Python
5 14 (11.11%) Bash Shell
6 12 (9.52%) C#
6 12 (9.52%) Scala
7 11 (8.73%) Ruby
8 10 (7.94%) T-SQL
9 9 (7.14%) PHP
10 8 (6.35%) Shell Script
11 3 (2.38%) ES6
11 3 (2.38%) Go
12 2 (1.59%) PL/SQL
12 2 (1.59%) R
12 2 (1.59%) TypeScript
13 1 (0.79%) Perl
Qualifications
1 8 (6.35%) BPSS Clearance
2 2 (1.59%) AWS Certification
2 2 (1.59%) CCDP
2 2 (1.59%) CCNP
2 2 (1.59%) Chartered Engineer
2 2 (1.59%) Cisco Certification
2 2 (1.59%) CISM
2 2 (1.59%) CISSP
2 2 (1.59%) ITIL Certification
3 1 (0.79%) Degree
Quality Assurance & Compliance
1 10 (7.94%) QA
2 3 (2.38%) Data Quality
3 1 (0.79%) PMO
System Software
1 29 (23.02%) Docker
2 3 (2.38%) Xen
3 2 (1.59%) Hyper-V
3 2 (1.59%) Virtual Machines
Systems Management
1 25 (19.84%) Puppet
2 19 (15.08%) Opscode Chef
3 10 (7.94%) Kubernetes
4 7 (5.56%) Ansible
4 7 (5.56%) Grafana
5 5 (3.97%) Graphite
5 5 (3.97%) Opsview
5 5 (3.97%) Terraform
6 3 (2.38%) Rancher
7 2 (1.59%) Graylog
Vendors
1 23 (18.25%) Red Hat
2 22 (17.46%) Oracle
3 10 (7.94%) Sitecore
4 6 (4.76%) Informatica
5 5 (3.97%) New Relic
5 5 (3.97%) Splunk
6 4 (3.17%) Tableau
7 3 (2.38%) CA
7 3 (2.38%) Google
8 2 (1.59%) Cisco
8 2 (1.59%) Logi
8 2 (1.59%) Logi Analytics
8 2 (1.59%) Microsoft
9 1 (0.79%) Talend