The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for MongoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MongoDB over the 3 months to 23 June 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
UK / Scotland
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 99 114 130
Rank change year-on-year +15 +16  
Contract jobs citing MongoDB 17 41 9
As % of all contract IT jobs advertised in Scotland 0.78% 1.40% 0.29%
As % of the Database & Business Intelligence category 3.75% 6.07% 1.42%
Number of daily rates quoted 9 23 4
Median daily rate £400 £375 £438
Median daily rate % change year-on-year +6.66% -14.33%  
90% offered a daily rate of more than £303 £340 £411
10% offered a daily rate of more than £500 £400 £471
UK excluding London median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 - -

MongoDB is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Scotland
Contract job vacancies with a requirement for database and business intelligence skills 453 675 632
As % of all contract IT job vacancies advertised in Scotland 20.89% 22.98% 20.65%
Number of daily rates quoted 235 386 343
Median daily rate £390 £364 £350
Median daily rate % change year-on-year +7.21% +3.92%  
90% offered a daily rate of more than £300 £267 £275
10% offered a daily rate of more than £525 £500 £450
UK excluding London median daily rate £400 £388 £350
% change year-on-year +3.22% +10.71%  
Number of hourly rates quoted 5 15 3
Median hourly rate £43.39 £36.00 £42.50
Median hourly rate % change year-on-year +20.52% -15.29%  
UK excluding London median hourly rate £38.00 £30.35 £26.00
% change year-on-year +25.19% +16.74%  

MongoDB
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing MongoDB as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for MongoDB in Scotland

MongoDB
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for MongoDB in Scotland

MongoDB
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing MongoDB in Scotland over the 3 months to 23 June 2017.

Contractor daily rate histogram for MongoDB in Scotland

MongoDB
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the Scotland region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +12 14 £413 +10.00% 3
Glasgow -10 3 £269 -23.21% 2
MongoDB
UK

For the 6 months to 23 June 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 Scotland region with a requirement for MongoDB.

1 17 (45.95%) NoSQL
2 16 (43.24%) Java
3 13 (35.14%) Python
4 12 (32.43%) Agile Software Development
5 11 (29.73%) jQuery
5 11 (29.73%) Jenkins
6 10 (27.03%) PostgreSQL
6 10 (27.03%) SQL
6 10 (27.03%) Oracle
6 10 (27.03%) Apache
7 9 (24.32%) JavaScript
7 9 (24.32%) AngularJS
8 8 (21.62%) CMS
9 7 (18.92%) Scrum
9 7 (18.92%) Tomcat
9 7 (18.92%) Continuous Integration
10 6 (16.22%) Apache Solr
10 6 (16.22%) Test Automation
10 6 (16.22%) Spring
10 6 (16.22%) Maven
10 6 (16.22%) J2EE
10 6 (16.22%) Ant
10 6 (16.22%) VMware
10 6 (16.22%) Hibernate
10 6 (16.22%) React
10 6 (16.22%) Front End Development
11 5 (13.51%) Continuous Deployment
11 5 (13.51%) Greenfield Project
11 5 (13.51%) Ember.js
11 5 (13.51%) Backbone.js

MongoDB
Co-occurring IT Skills in Scotland 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 10 (27.03%) Apache
2 8 (21.62%) CMS
3 7 (18.92%) Tomcat
4 6 (16.22%) Apache Solr
5 3 (8.11%) Elasticsearch
6 2 (5.41%) Sitecore CMS
7 1 (2.70%) JBoss
7 1 (2.70%) OpenStack
7 1 (2.70%) SharePoint
7 1 (2.70%) WebLogic
7 1 (2.70%) WebSphere
Business Applications
1 1 (2.70%) Pega PRPC
Cloud Services
1 3 (8.11%) Microsoft Azure
2 2 (5.41%) Amazon AWS
Communications & Networking
1 2 (5.41%) Firewall
2 1 (2.70%) DNS
2 1 (2.70%) SSH
Database & Business Intelligence
1 17 (45.95%) NoSQL
2 10 (27.03%) PostgreSQL
3 5 (13.51%) MySQL
3 5 (13.51%) SQL Server
4 4 (10.81%) Data Mining
4 4 (10.81%) Informix
5 3 (8.11%) GIS
6 2 (5.41%) RDBMS
6 2 (5.41%) Relational Database
7 1 (2.70%) Apache Cassandra
7 1 (2.70%) Azure SQL Database
7 1 (2.70%) DB2
7 1 (2.70%) Spatial Data
7 1 (2.70%) SQL Server 2012
7 1 (2.70%) SQL Server 2014
7 1 (2.70%) SQL Server Integration Services
7 1 (2.70%) SQL Server Reporting Services
Development Applications
1 11 (29.73%) Jenkins
2 6 (16.22%) Ant
2 6 (16.22%) Maven
3 5 (13.51%) Cucumber
3 5 (13.51%) Git (software)
3 5 (13.51%) Selenium
3 5 (13.51%) Subversion
4 4 (10.81%) Hudson
5 2 (5.41%) TeamCity
6 1 (2.70%) Bower
6 1 (2.70%) GitLab
6 1 (2.70%) GoCD
6 1 (2.70%) JMeter
6 1 (2.70%) JUnit
6 1 (2.70%) Octopus Deploy
6 1 (2.70%) Visual Studio
General
1 2 (5.41%) Banking
1 2 (5.41%) Finance
2 1 (2.70%) Law
2 1 (2.70%) Legal
Job Titles
1 23 (62.16%) Developer
2 11 (29.73%) Python Developer
3 9 (24.32%) Java Developer
4 8 (21.62%) Senior Developer
5 7 (18.92%) Senior Java Developer
6 4 (10.81%) Data Scientist
6 4 (10.81%) Java Web Developer
6 4 (10.81%) Senior Java Web Developer
6 4 (10.81%) Senior Web Developer
6 4 (10.81%) Web Developer
7 2 (5.41%) .NET Developer
7 2 (5.41%) C# .NET Developer
7 2 (5.41%) C# Developer
7 2 (5.41%) Consultant
7 2 (5.41%) Database Consultant
7 2 (5.41%) DBA
7 2 (5.41%) DevOps Engineer
7 2 (5.41%) PostgreSQL Consultant
8 1 (2.70%) Architect
8 1 (2.70%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 11 (29.73%) jQuery
2 9 (24.32%) AngularJS
3 6 (16.22%) Hibernate
3 6 (16.22%) J2EE
3 6 (16.22%) React
3 6 (16.22%) Spring
4 5 (13.51%) Backbone.js
4 5 (13.51%) Ember.js
5 4 (10.81%) CSS
5 4 (10.81%) HTML
5 4 (10.81%) Lucene
5 4 (10.81%) Natural Language Processing
5 4 (10.81%) Node.js
5 4 (10.81%) PostGIS
5 4 (10.81%) Sass
6 3 (8.11%) .NET
6 3 (8.11%) ASP.NET
7 2 (5.41%) ASP.NET MVC
7 2 (5.41%) RabbitMQ
7 2 (5.41%) Regular Expression
Miscellaneous
1 5 (13.51%) Greenfield Project
2 3 (8.11%) Virtual Team
3 2 (5.41%) Analytical Skills
4 1 (2.70%) Clustering
4 1 (2.70%) Data Centre
4 1 (2.70%) Data Protection Act
4 1 (2.70%) Public Cloud
4 1 (2.70%) Replication
4 1 (2.70%) W3C
Operating Systems
1 5 (13.51%) Linux
2 3 (8.11%) Windows
3 1 (2.70%) Android
3 1 (2.70%) Apple iOS
3 1 (2.70%) Solaris
3 1 (2.70%) Unix
Processes & Methodologies
1 12 (32.43%) Agile Software Development
2 7 (18.92%) Continuous Integration
2 7 (18.92%) Scrum
3 6 (16.22%) Front End Development
3 6 (16.22%) Test Automation
4 5 (13.51%) Continuous Deployment
4 5 (13.51%) Web Development
5 4 (10.81%) Cluster Analysis
5 4 (10.81%) Coaching
5 4 (10.81%) Data Analysis
5 4 (10.81%) Data Extraction
5 4 (10.81%) Database Security
5 4 (10.81%) Database Tuning
5 4 (10.81%) Unit Testing
6 3 (8.11%) Mentoring
6 3 (8.11%) Refactoring
6 3 (8.11%) Requirements Analysis
6 3 (8.11%) TDD
7 2 (5.41%) MVC
7 2 (5.41%) OOP
Programming Languages
1 16 (43.24%) Java
2 13 (35.14%) Python
3 10 (27.03%) SQL
4 9 (24.32%) JavaScript
5 4 (10.81%) CoffeeScript
6 3 (8.11%) PL/SQL
7 2 (5.41%) C#
7 2 (5.41%) PowerShell
7 2 (5.41%) Ruby
8 1 (2.70%) Bash Shell
8 1 (2.70%) Clojure
8 1 (2.70%) Perl
Qualifications
1 1 (2.70%) Degree
1 1 (2.70%) MCDBA
1 1 (2.70%) MCITP
1 1 (2.70%) Microsoft Certification
Quality Assurance & Compliance
1 2 (5.41%) Disclosure Scotland
System Software
1 1 (2.70%) Docker
1 1 (2.70%) Virtual Machines
1 1 (2.70%) VMware Infrastructure
Systems Management
1 2 (5.41%) Ansible
1 2 (5.41%) Opscode Chef
2 1 (2.70%) Graphite
2 1 (2.70%) HAProxy
2 1 (2.70%) Icinga
2 1 (2.70%) QRadar
Vendors
1 10 (27.03%) Oracle
2 6 (16.22%) VMware
3 2 (5.41%) Sitecore
4 1 (2.70%) CA
4 1 (2.70%) Interwoven
4 1 (2.70%) Microsoft
4 1 (2.70%) Pega
4 1 (2.70%) Splunk
4 1 (2.70%) Sybase