Period
to 17 November 2017

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 6 months to 17 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
UK > Scotland
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 131 141 181
Rank change year-on-year +10 +40 -22
Contract jobs citing MongoDB 63 45 17
As % of all contract IT jobs advertised in Scotland 1.26% 1.02% 0.27%
As % of the Database & Business Intelligence category 6.27% 4.29% 1.37%
Number of daily rates quoted 47 25 9
Scotland median daily rate £380 £375 £413
Median daily rate % change year-on-year +1.33% -9.09% -35.55%
10th Percentile £319 £330 £360
90th Percentile £428 £446 £513
UK median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £45.00 - £45.00

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Contract vacancies with a requirement for database or business intelligence skills 1005 1050 1240
As % of all contract IT jobs advertised in Scotland 20.11% 23.86% 19.96%
Number of daily rates quoted 544 584 690
Scotland median daily rate £393 £350 £375
Median daily rate % change year-on-year +12.14% -6.67% +5.63%
10th Percentile £290 £261 £262
90th Percentile £520 £475 £513
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +1.27%
Number of hourly rates quoted 14 19 8
Scotland median hourly rate £42.70 £42.00 £28.71
Median hourly rate % change year-on-year +1.65% +46.28% +4.41%
10th Percentile £15.11 £9.37 £11.04
90th Percentile £195.00 £52.00 £52.38
UK median hourly rate £31.23 £28.18 £28.50
% change year-on-year +10.82% -1.12% +16.33%

MongoDB
Job Vacancy Trend in Scotland

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

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 6 months to 17 November 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 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -4 36 £380 +1.33% 4
Edinburgh -12 20 £388 +3.33% 2
West Lothian - 2 £300 - 1
MongoDB
UK

For the 6 months to 17 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 Scotland region with a requirement for MongoDB.

1 35 (55.56%) JavaScript
1 35 (55.56%) NoSQL
2 34 (53.97%) Agile Software Development
3 31 (49.21%) Java
4 27 (42.86%) Continuous Integration
5 26 (41.27%) Python
6 25 (39.68%) Test Automation
7 24 (38.10%) Spring
8 22 (34.92%) SQL
9 21 (33.33%) Hibernate
10 19 (30.16%) PostgreSQL
10 19 (30.16%) Git (software)
10 19 (30.16%) Ansible
11 17 (26.98%) BDD
11 17 (26.98%) Software Engineering
11 17 (26.98%) TDD
11 17 (26.98%) Linux
12 16 (25.40%) Docker
13 15 (23.81%) DevOps
13 15 (23.81%) Finance
14 14 (22.22%) Scrum
14 14 (22.22%) Kanban
14 14 (22.22%) Jenkins
15 12 (19.05%) Maven
15 12 (19.05%) Subversion
16 11 (17.46%) HTML
16 11 (17.46%) RabbitMQ
17 10 (15.87%) Bash Shell
17 10 (15.87%) Data Structures
17 10 (15.87%) Algorithms

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 (15.87%) Tomcat
2 8 (12.70%) JBoss
2 8 (12.70%) Jetty
2 8 (12.70%) WebLogic
3 7 (11.11%) WebSphere
4 5 (7.94%) Apache
5 4 (6.35%) Apache Spark
5 4 (6.35%) CMS
6 1 (1.59%) Blackberry Enterprise Server
6 1 (1.59%) Elasticsearch
6 1 (1.59%) GeoServer
6 1 (1.59%) IIS
Cloud Services
1 8 (12.70%) Amazon AWS
2 3 (4.76%) Google Analytics
3 1 (1.59%) OpenShift
Communications & Networking
1 7 (11.11%) AMQP
2 1 (1.59%) DHCP
2 1 (1.59%) DNS
Database & Business Intelligence
1 35 (55.56%) NoSQL
2 19 (30.16%) PostgreSQL
3 10 (15.87%) Hadoop
4 8 (12.70%) Couchbase
4 8 (12.70%) Redis
4 8 (12.70%) Riak
5 7 (11.11%) Apache Cassandra
6 6 (9.52%) Informix
6 6 (9.52%) SQL Server
7 4 (6.35%) GIS
8 2 (3.17%) Aerospike
8 2 (3.17%) Apache Hive
8 2 (3.17%) Big Data
8 2 (3.17%) HBase
8 2 (3.17%) Impala
8 2 (3.17%) Spark SQL
8 2 (3.17%) Sqoop
9 1 (1.59%) RDBMS
9 1 (1.59%) Relational Database
9 1 (1.59%) Spatial Data
Development Applications
1 19 (30.16%) Git (software)
2 14 (22.22%) Jenkins
3 12 (19.05%) Maven
3 12 (19.05%) Subversion
4 10 (15.87%) Mercurial
5 8 (12.70%) Cucumber
5 8 (12.70%) Selenium
5 8 (12.70%) Vagrant
6 7 (11.11%) FitNesse
7 4 (6.35%) GoCD
7 4 (6.35%) TeamCity
8 3 (4.76%) Artifactory
8 3 (4.76%) Gradle
8 3 (4.76%) Hudson
9 2 (3.17%) Ant
9 2 (3.17%) Bower
10 1 (1.59%) JUnit
General
1 15 (23.81%) Finance
2 5 (7.94%) Law
3 1 (1.59%) Banking
Job Titles
1 44 (69.84%) Developer
2 21 (33.33%) Java Developer
3 10 (15.87%) Full Stack Developer
4 9 (14.29%) Senior Developer
5 6 (9.52%) Node.js Developer
5 6 (9.52%) Python Developer
6 5 (7.94%) Consultant
6 5 (7.94%) Database Consultant
6 5 (7.94%) Software Engineer
6 5 (7.94%) Web Developer
7 4 (6.35%) DevOps Engineer
7 4 (6.35%) Full Stack Web Developer
7 4 (6.35%) Lead Developer
8 3 (4.76%) JavaScript Engineer
8 3 (4.76%) PHP Software Engineer
9 2 (3.17%) Agile Developer
9 2 (3.17%) Digital Developer
9 2 (3.17%) Java Scala Software Engineer
9 2 (3.17%) PostgreSQL Consultant
9 2 (3.17%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 24 (38.10%) Spring
2 21 (33.33%) Hibernate
3 11 (17.46%) HTML
3 11 (17.46%) RabbitMQ
4 10 (15.87%) JPA
5 9 (14.29%) Kafka
6 8 (12.70%) JMS
6 8 (12.70%) Node.js
7 7 (11.11%) AngularJS
7 7 (11.11%) HTML5
7 7 (11.11%) Pandas
7 7 (11.11%) RESTful
7 7 (11.11%) TIBCO EMS
7 7 (11.11%) WebSphere MQ
8 4 (6.35%) CSS
8 4 (6.35%) Elastic Stack
8 4 (6.35%) MEAN Stack
8 4 (6.35%) PostGIS
8 4 (6.35%) REST
9 3 (4.76%) NumPy
Miscellaneous
1 10 (15.87%) Algorithms
1 10 (15.87%) Data Structures
1 10 (15.87%) Fintech
2 4 (6.35%) Public Cloud
3 3 (4.76%) Virtual Team
4 1 (1.59%) Blackberry
4 1 (1.59%) Client/Server
4 1 (1.59%) Greenfield Project
4 1 (1.59%) Mobile App
4 1 (1.59%) User Experience
Operating Systems
1 17 (26.98%) Linux
2 2 (3.17%) Android
2 2 (3.17%) Windows
3 1 (1.59%) Apple iOS
3 1 (1.59%) Red Hat Enterprise Linux
3 1 (1.59%) Ubuntu
3 1 (1.59%) Unix
3 1 (1.59%) Windows Server
3 1 (1.59%) Windows Server 2003
3 1 (1.59%) Windows Server 2008
3 1 (1.59%) Windows Server 2012
Processes & Methodologies
1 34 (53.97%) Agile Software Development
2 27 (42.86%) Continuous Integration
3 25 (39.68%) Test Automation
4 17 (26.98%) BDD
4 17 (26.98%) Software Engineering
4 17 (26.98%) TDD
5 15 (23.81%) DevOps
6 14 (22.22%) Kanban
6 14 (22.22%) Scrum
7 10 (15.87%) OO
8 7 (11.11%) Concurrent Programming
8 7 (11.11%) DSDM
8 7 (11.11%) Integration Testing
8 7 (11.11%) Multithreading
8 7 (11.11%) RUP
8 7 (11.11%) UML
8 7 (11.11%) Unit Testing
9 6 (9.52%) Database Security
9 6 (9.52%) Database Tuning
9 6 (9.52%) System Testing
Programming Languages
1 35 (55.56%) JavaScript
2 31 (49.21%) Java
3 26 (41.27%) Python
4 22 (34.92%) SQL
5 10 (15.87%) Bash Shell
6 8 (12.70%) Ruby
7 6 (9.52%) PL/SQL
8 4 (6.35%) Perl
8 4 (6.35%) Scala
9 3 (4.76%) PHP
10 2 (3.17%) ES6
11 1 (1.59%) C#
11 1 (1.59%) CoffeeScript
11 1 (1.59%) TypeScript
Qualifications
1 7 (11.11%) Security Cleared
2 3 (4.76%) BC Cleared
3 2 (3.17%) BPSS Clearance
4 1 (1.59%) ITIL Foundation Certificate
4 1 (1.59%) Microsoft Certification
4 1 (1.59%) SC Cleared
Quality Assurance & Compliance
1 6 (9.52%) QA
2 4 (6.35%) Disclosure Scotland
System Software
1 16 (25.40%) Docker
2 6 (9.52%) VMware Infrastructure
3 1 (1.59%) Active Directory
Systems Management
1 19 (30.16%) Ansible
2 8 (12.70%) Cobbler
2 8 (12.70%) Opscode Chef
2 8 (12.70%) Puppet
3 4 (6.35%) Graphite
3 4 (6.35%) HAProxy
3 4 (6.35%) Icinga
4 1 (1.59%) EMC NetWorker
Vendors
1 10 (15.87%) VMware
2 9 (14.29%) Oracle
3 7 (11.11%) IBM
3 7 (11.11%) TIBCO
4 6 (9.52%) Pega
5 3 (4.76%) Google
6 1 (1.59%) CommVault
6 1 (1.59%) EMC
6 1 (1.59%) Informatica
6 1 (1.59%) Microsoft
6 1 (1.59%) NetApp
6 1 (1.59%) Red Hat
6 1 (1.59%) SolarWinds
6 1 (1.59%) Sophos