Period
to 21 January 2018

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 21 January 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
Scotland > Edinburgh
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 113 95 131
Rank change year-on-year -18 +36 -21
Contract jobs citing MongoDB 27 5 6
As % of all contract IT jobs advertised in Edinburgh 0.94% 0.28% 0.20%
As % of the Database & Business Intelligence category 5.04% 1.36% 1.06%
Number of daily rates quoted 17 2 4
Edinburgh median daily rate £395 £400 £375
Median daily rate % change year-on-year -1.25% +6.67% +17.19%
10th Percentile £308 £388 £325
90th Percentile £468 £413 £520
Scotland median daily rate £380 £400 £350
% change year-on-year -5.00% +14.29% -46.15%
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 536 369 564
As % of all contract IT jobs advertised in Edinburgh 18.68% 20.88% 18.72%
Number of daily rates quoted 308 195 309
Edinburgh median daily rate £400 £363 £400
Median daily rate % change year-on-year +10.34% -9.38% +6.67%
10th Percentile £313 £288 £279
90th Percentile £516 £513 £550
Scotland median daily rate £388 £350 £375
% change year-on-year +10.71% -6.67% +2.74%
Number of hourly rates quoted 0 10 4
Edinburgh median hourly rate - £52.00 £28.71
Median hourly rate % change year-on-year - +81.11% -32.44%
Scotland median hourly rate £24.00 £42.00 £25.00
% change year-on-year -42.86% +68.00% -1.96%

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

MongoDB
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing MongoDB in Edinburgh over the 6 months to 21 January 2018.

Contractor daily rate histogram for MongoDB in Edinburgh

For the 6 months to 21 January 2018, 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 19 (70.37%) PostgreSQL
2 14 (51.85%) Agile Software Development
3 12 (44.44%) NoSQL
3 12 (44.44%) Java
3 12 (44.44%) SQL
3 12 (44.44%) Linux
4 10 (37.04%) Oracle
4 10 (37.04%) Jenkins
5 9 (33.33%) JavaScript
5 9 (33.33%) Continuous Integration
6 8 (29.63%) Kanban
6 8 (29.63%) Python
7 7 (25.93%) VMware
7 7 (25.93%) TDD
7 7 (25.93%) BDD
8 6 (22.22%) Test Automation
8 6 (22.22%) RESTful
8 6 (22.22%) Scrum
8 6 (22.22%) Software Engineering
8 6 (22.22%) Migration
8 6 (22.22%) Windows
8 6 (22.22%) SQL Server
8 6 (22.22%) CSS
8 6 (22.22%) Docker
8 6 (22.22%) DevOps
9 5 (18.52%) Database Security
9 5 (18.52%) HTML
9 5 (18.52%) Informix
9 5 (18.52%) ETL
9 5 (18.52%) VMware Infrastructure

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 (11.11%) Apache Spark
2 2 (7.41%) CMS
2 2 (7.41%) Elasticsearch
3 1 (3.70%) Apache
3 1 (3.70%) Blackberry Enterprise Server
3 1 (3.70%) GeoServer
3 1 (3.70%) IIS
3 1 (3.70%) Tomcat
Cloud Services
1 3 (11.11%) Google Analytics
2 1 (3.70%) Microsoft Azure
2 1 (3.70%) npm
Communications & Networking
1 1 (3.70%) AMQP
1 1 (3.70%) DHCP
1 1 (3.70%) DNS
1 1 (3.70%) HTTP
1 1 (3.70%) IPsec
1 1 (3.70%) SSL
Database & Business Intelligence
1 19 (70.37%) PostgreSQL
2 12 (44.44%) NoSQL
3 6 (22.22%) SQL Server
4 5 (18.52%) Informix
5 3 (11.11%) Aerospike
5 3 (11.11%) DB2
5 3 (11.11%) HBase
5 3 (11.11%) Spatial Data
6 2 (7.41%) Apache Cassandra
6 2 (7.41%) MariaDB
7 1 (3.70%) ArangoDB
7 1 (3.70%) GIS
7 1 (3.70%) Oracle Database
7 1 (3.70%) QGIS
7 1 (3.70%) RDBMS
7 1 (3.70%) Relational Database
Development Applications
1 10 (37.04%) Jenkins
2 5 (18.52%) Git (software)
3 3 (11.11%) Hudson
4 2 (7.41%) Artifactory
4 2 (7.41%) Bower
4 2 (7.41%) Gradle
4 2 (7.41%) Subversion
5 1 (3.70%) Ant
5 1 (3.70%) DBeaver
5 1 (3.70%) Maven
5 1 (3.70%) Selenium
5 1 (3.70%) WebDriver
5 1 (3.70%) webpack
General
1 2 (7.41%) Finance
2 1 (3.70%) Banking
2 1 (3.70%) Publishing
Job Titles
1 15 (55.56%) Developer
2 7 (25.93%) Senior Developer
3 5 (18.52%) Java Developer
4 4 (14.81%) DBA
5 3 (11.11%) Consultant
5 3 (11.11%) Database Consultant
5 3 (11.11%) Web Developer
6 2 (7.41%) Administrator
6 2 (7.41%) Analyst
6 2 (7.41%) DB2 DBA
6 2 (7.41%) Digital Developer
6 2 (7.41%) Java Engineer
6 2 (7.41%) Java Scala Software Engineer
6 2 (7.41%) Java Software Engineer
6 2 (7.41%) Java Web Developer
6 2 (7.41%) Lead Developer
6 2 (7.41%) Scala Software Engineer
6 2 (7.41%) Senior Java Developer
6 2 (7.41%) Software Engineer
7 1 (3.70%) Agile Developer
Libraries, Frameworks & Software Standards
1 6 (22.22%) CSS
1 6 (22.22%) RESTful
2 5 (18.52%) HTML
3 4 (14.81%) AngularJS
3 4 (14.81%) Node.js
4 3 (11.11%) D3.js
4 3 (11.11%) Hibernate
4 3 (11.11%) JPA
4 3 (11.11%) jQuery
4 3 (11.11%) NumPy
4 3 (11.11%) Pandas
4 3 (11.11%) Play Framework
4 3 (11.11%) PostGIS
4 3 (11.11%) Spring
5 2 (7.41%) Flask
5 2 (7.41%) JSON
5 2 (7.41%) REST
5 2 (7.41%) Sass
6 1 (3.70%) Backbone.js
6 1 (3.70%) CSS3
Miscellaneous
1 2 (7.41%) Mainframe
2 1 (3.70%) Blackberry
2 1 (3.70%) Mobile App
2 1 (3.70%) Photography
2 1 (3.70%) PKI
2 1 (3.70%) User Experience
Operating Systems
1 12 (44.44%) Linux
2 6 (22.22%) Windows
3 4 (14.81%) Unix
4 3 (11.11%) Android
5 2 (7.41%) zOS
6 1 (3.70%) Apple iOS
6 1 (3.70%) Mac OS X
6 1 (3.70%) Red Hat Enterprise Linux
6 1 (3.70%) Ubuntu
6 1 (3.70%) Windows Server
6 1 (3.70%) Windows Server 2003
6 1 (3.70%) Windows Server 2008
6 1 (3.70%) Windows Server 2012
Processes & Methodologies
1 14 (51.85%) Agile Software Development
2 9 (33.33%) Continuous Integration
3 8 (29.63%) Kanban
4 7 (25.93%) BDD
4 7 (25.93%) TDD
5 6 (22.22%) DevOps
5 6 (22.22%) Migration
5 6 (22.22%) Scrum
5 6 (22.22%) Software Engineering
5 6 (22.22%) Test Automation
6 5 (18.52%) Database Security
6 5 (18.52%) Database Tuning
6 5 (18.52%) ETL
6 5 (18.52%) Unit Testing
7 4 (14.81%) Visualisation
8 3 (11.11%) Analytics
8 3 (11.11%) Data Migration
8 3 (11.11%) Predictive Modelling
8 3 (11.11%) Refactoring
8 3 (11.11%) Web Development
Programming Languages
1 12 (44.44%) Java
1 12 (44.44%) SQL
2 9 (33.33%) JavaScript
3 8 (29.63%) Python
4 4 (14.81%) PL/SQL
5 3 (11.11%) C#
5 3 (11.11%) Scala
6 2 (7.41%) Perl
6 2 (7.41%) TypeScript
7 1 (3.70%) CoffeeScript
7 1 (3.70%) ES6
Qualifications
1 3 (11.11%) Security Cleared
2 1 (3.70%) BPSS Clearance
2 1 (3.70%) ITIL Foundation Certificate
2 1 (3.70%) Microsoft Certification
Quality Assurance & Compliance
1 2 (7.41%) Disclosure Scotland
System Software
1 6 (22.22%) Docker
2 5 (18.52%) VMware Infrastructure
3 1 (3.70%) Active Directory
3 1 (3.70%) GeoWebCache
Systems Management
1 3 (11.11%) Ansible
2 1 (3.70%) EMC NetWorker
Vendors
1 10 (37.04%) Oracle
2 7 (25.93%) VMware
3 5 (18.52%) Pega
4 3 (11.11%) Google
5 1 (3.70%) CommVault
5 1 (3.70%) EMC
5 1 (3.70%) Informatica
5 1 (3.70%) Microsoft
5 1 (3.70%) NetApp
5 1 (3.70%) Red Hat
5 1 (3.70%) SolarWinds
5 1 (3.70%) Sophos
5 1 (3.70%) Talend