Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 November 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
Scotland > Edinburgh
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 113 116 132
Rank change year-on-year +3 +16 -22
Contract jobs citing MongoDB 21 11 4
As % of all contract IT jobs advertised in Edinburgh 0.72% 0.52% 0.12%
As % of the Database & Business Intelligence category 3.93% 2.40% 0.72%
Number of daily rates quoted 14 6 1
Edinburgh median daily rate £391 £375 £413
Median daily rate % change year-on-year +4.33% -9.09% +48.65%
10th Percentile £327 £350 £394
90th Percentile £450 £431 £431
Scotland median daily rate £380 £375 £413
% change year-on-year +1.33% -9.09% -36.54%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland 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 Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 534 459 556
As % of all contract IT jobs advertised in Edinburgh 18.35% 21.78% 17.36%
Number of daily rates quoted 288 240 313
Edinburgh median daily rate £400 £364 £400
Median daily rate % change year-on-year +9.97% -9.06% +6.67%
10th Percentile £309 £265 £275
90th Percentile £529 £513 £538
Scotland median daily rate £396 £350 £375
% change year-on-year +13.21% -6.67% +5.63%
Number of hourly rates quoted 2 8 5
Edinburgh median hourly rate £43.39 £49.63 £32.43
Median hourly rate % change year-on-year -12.56% +53.05% +31.01%
Scotland median hourly rate £42.70 £42.00 £28.71
% change year-on-year +1.65% +46.28% +4.41%

MongoDB
Job Vacancy Trend in Edinburgh

Job postings citing MongoDB as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for MongoDB in Edinburgh

MongoDB
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for MongoDB in Edinburgh

For the 6 months to 20 November 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 Edinburgh region with a requirement for MongoDB.

1 17 (80.95%) PostgreSQL
2 12 (57.14%) Agile Software Development
3 10 (47.62%) Java
4 9 (42.86%) Continuous Integration
4 9 (42.86%) NoSQL
4 9 (42.86%) Jenkins
5 8 (38.10%) Oracle
5 8 (38.10%) Linux
6 7 (33.33%) JavaScript
6 7 (33.33%) SQL
6 7 (33.33%) Python
6 7 (33.33%) DevOps
6 7 (33.33%) Kanban
7 6 (28.57%) Database Tuning
7 6 (28.57%) Database Security
7 6 (28.57%) BDD
7 6 (28.57%) SQL Server
7 6 (28.57%) Informix
7 6 (28.57%) TDD
7 6 (28.57%) VMware
7 6 (28.57%) Software Engineering
8 5 (23.81%) Scrum
8 5 (23.81%) Docker
8 5 (23.81%) Pega
8 5 (23.81%) Test Automation
9 4 (19.05%) RESTful
9 4 (19.05%) Unit Testing
9 4 (19.05%) VMware Infrastructure
9 4 (19.05%) Spring
9 4 (19.05%) PostGIS

MongoDB
Co-occurring IT Skills in Edinburgh 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 3 (14.29%) Apache Spark
1 3 (14.29%) CMS
2 2 (9.52%) Apache
2 2 (9.52%) Elasticsearch
2 2 (9.52%) Tomcat
3 1 (4.76%) Blackberry Enterprise Server
3 1 (4.76%) IIS
Cloud Services
1 3 (14.29%) Google Analytics
Communications & Networking
1 1 (4.76%) DHCP
1 1 (4.76%) DNS
Database & Business Intelligence
1 17 (80.95%) PostgreSQL
2 9 (42.86%) NoSQL
3 6 (28.57%) Informix
3 6 (28.57%) SQL Server
4 3 (14.29%) Aerospike
4 3 (14.29%) GIS
4 3 (14.29%) HBase
5 1 (4.76%) MySQL
5 1 (4.76%) RDBMS
5 1 (4.76%) Relational Database
5 1 (4.76%) Spatial Data
Development Applications
1 9 (42.86%) Jenkins
2 3 (14.29%) Git (software)
3 2 (9.52%) Ant
3 2 (9.52%) Artifactory
3 2 (9.52%) Gradle
3 2 (9.52%) Hudson
3 2 (9.52%) Maven
4 1 (4.76%) Bower
4 1 (4.76%) Cucumber
4 1 (4.76%) Selenium
4 1 (4.76%) Subversion
Job Titles
1 12 (57.14%) Developer
2 6 (28.57%) Senior Developer
3 5 (23.81%) Consultant
3 5 (23.81%) Database Consultant
4 4 (19.05%) Java Developer
5 2 (9.52%) Digital Developer
5 2 (9.52%) Java Engineer
5 2 (9.52%) Java Scala Software Engineer
5 2 (9.52%) Java Software Engineer
5 2 (9.52%) Lead Developer
5 2 (9.52%) PostgreSQL Consultant
5 2 (9.52%) Scala Software Engineer
5 2 (9.52%) Software Engineer
5 2 (9.52%) Web Developer
6 1 (4.76%) Agile Developer
6 1 (4.76%) Analytics Developer
6 1 (4.76%) Digital Analytics Developer
6 1 (4.76%) Digital Transformation
6 1 (4.76%) Pega Developer
6 1 (4.76%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 4 (19.05%) PostGIS
1 4 (19.05%) RESTful
1 4 (19.05%) Spring
2 3 (14.29%) AngularJS
2 3 (14.29%) CSS
2 3 (14.29%) D3.js
2 3 (14.29%) Hibernate
2 3 (14.29%) NumPy
2 3 (14.29%) Pandas
2 3 (14.29%) Play Framework
3 2 (9.52%) HTML
3 2 (9.52%) JPA
3 2 (9.52%) jQuery
3 2 (9.52%) React
3 2 (9.52%) REST
4 1 (4.76%) Aurelia
4 1 (4.76%) Backbone.js
4 1 (4.76%) Ember.js
4 1 (4.76%) Node.js
4 1 (4.76%) Sass
Miscellaneous
1 1 (4.76%) Blackberry
1 1 (4.76%) Greenfield Project
1 1 (4.76%) Mobile App
1 1 (4.76%) User Experience
Operating Systems
1 8 (38.10%) Linux
2 2 (9.52%) Android
2 2 (9.52%) Windows
3 1 (4.76%) Apple iOS
3 1 (4.76%) Red Hat Enterprise Linux
3 1 (4.76%) Ubuntu
3 1 (4.76%) Unix
3 1 (4.76%) Windows Server
3 1 (4.76%) Windows Server 2003
3 1 (4.76%) Windows Server 2008
3 1 (4.76%) Windows Server 2012
Processes & Methodologies
1 12 (57.14%) Agile Software Development
2 9 (42.86%) Continuous Integration
3 7 (33.33%) DevOps
3 7 (33.33%) Kanban
4 6 (28.57%) BDD
4 6 (28.57%) Database Security
4 6 (28.57%) Database Tuning
4 6 (28.57%) Software Engineering
4 6 (28.57%) TDD
5 5 (23.81%) Scrum
5 5 (23.81%) Test Automation
6 4 (19.05%) Unit Testing
7 3 (14.29%) Analytics
7 3 (14.29%) Coaching
7 3 (14.29%) ETL
7 3 (14.29%) Machine Learning
7 3 (14.29%) Predictive Modelling
7 3 (14.29%) Refactoring
7 3 (14.29%) Statistical Modelling
7 3 (14.29%) Visualisation
Programming Languages
1 10 (47.62%) Java
2 7 (33.33%) JavaScript
2 7 (33.33%) Python
2 7 (33.33%) SQL
3 3 (14.29%) PL/SQL
3 3 (14.29%) Scala
4 1 (4.76%) C#
4 1 (4.76%) CoffeeScript
4 1 (4.76%) Perl
4 1 (4.76%) TypeScript
Qualifications
1 3 (14.29%) Security Cleared
2 1 (4.76%) BPSS Clearance
2 1 (4.76%) ITIL Foundation Certificate
2 1 (4.76%) Microsoft Certification
Quality Assurance & Compliance
1 4 (19.05%) Disclosure Scotland
System Software
1 5 (23.81%) Docker
2 4 (19.05%) VMware Infrastructure
3 1 (4.76%) Active Directory
Systems Management
1 3 (14.29%) Ansible
2 1 (4.76%) EMC NetWorker
Vendors
1 8 (38.10%) Oracle
2 6 (28.57%) VMware
3 5 (23.81%) Pega
4 3 (14.29%) Google
5 1 (4.76%) CommVault
5 1 (4.76%) EMC
5 1 (4.76%) Microsoft
5 1 (4.76%) NetApp
5 1 (4.76%) Red Hat
5 1 (4.76%) SolarWinds
5 1 (4.76%) Sophos