The table below looks at the statistics for MongoDB skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited MongoDB over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
MongoDB
Rank 95 129 149
Rank change year-on-year
+34 +20
Permanent jobs citing MongoDB 66 34 32
As % of all permanent IT jobs located in Scotland 2.29% 1.07% 0.87%
As % of the Database & Business Intelligence category 6.94% 3.14% 2.68%
Number of salaries quoted 43 22 17
Median salary £40,000 £55,000 £40,000
Median salary % change year-on-year
-27.27% +37.50%
90% offered a salary of more than £37,500 £33,500 £30,000
10% offered a salary of more than £55,000 £79,500 £47,000
UK excluding London median salary £47,500 £45,000 £44,000
% change year-on-year
+5.55% +2.27%
MongoDB
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
951 1084 1192
As % of all permanent IT jobs located in Scotland 32.98% 34.14% 32.46%
Number of salaries quoted 477 705 804
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

MongoDB
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing MongoDB as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

MongoDB Jobs Demand Trend in Scotland

MongoDB
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB across the Scotland region.

MongoDB Salary Trend in Scotland

MongoDB
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing MongoDB across the Scotland region over the 3 months to 27 July 2016.

MongoDB Salary Histogram in Scotland

MongoDB
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the Scotland region over the 3 months to 27 July 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +24 35 £40,000 -20.00% 3
Glasgow -2 26 £53,750 -28.33% 3
MongoDB
UK

MongoDB
Top 30 Related IT Skills in Scotland

For the 6 months to 27 July 2016, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for MongoDB.

1 58 (65.17%) Java
2 54 (60.67%) Agile Software Development
3 37 (41.57%) Finance
4 35 (39.33%) Spring
4 35 (39.33%) JavaScript
4 35 (39.33%) Oracle
5 32 (35.96%) PostgreSQL
6 30 (33.71%) SQL Server
6 30 (33.71%) HTML
6 30 (33.71%) CSS
6 30 (33.71%) SaaS
7 29 (32.58%) Maven
8 28 (31.46%) Python
9 27 (30.34%) Hadoop
10 26 (29.21%) Continuous Integration
11 25 (28.09%) Jenkins
12 24 (26.97%) Linux
12 24 (26.97%) NoSQL
13 22 (24.72%) AngularJS
13 22 (24.72%) Degree
14 20 (22.47%) Apache Cassandra
14 20 (22.47%) Hibernate
14 20 (22.47%) Games
15 19 (21.35%) SQL
16 18 (20.22%) MySQL
16 18 (20.22%) Software Engineering
16 18 (20.22%) Amazon AWS
17 17 (19.10%) CSS3
17 17 (19.10%) HTML5
17 17 (19.10%) Enterprise Software

MongoDB
Top Related 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 17 (19.10%) Tomcat
2 12 (13.48%) Apache Spark
2 12 (13.48%) CMS
3 11 (12.36%) Apache Qpid
3 11 (12.36%) Cloud Foundry
4 10 (11.24%) Documentum
4 10 (11.24%) JBoss
4 10 (11.24%) SAS
5 4 (4.49%) Apache
5 4 (4.49%) Mule
6 3 (3.37%) GemFire
6 3 (3.37%) nginx
7 2 (2.25%) Alfresco
7 2 (2.25%) Apache Solr
7 2 (2.25%) Elasticsearch
7 2 (2.25%) Mule ESB
7 2 (2.25%) SugarCRM
8 1 (1.12%) Confluence
Applications
1 11 (12.36%) MS Excel
2 8 (8.99%) Stata
Cloud Services
1 30 (33.71%) SaaS
2 18 (20.22%) Amazon AWS
3 13 (14.61%) GitHub
4 11 (12.36%) Google App Engine
4 11 (12.36%) Google Cloud Platform
4 11 (12.36%) Google Compute Engine
4 11 (12.36%) Heroku
4 11 (12.36%) Microsoft Azure
4 11 (12.36%) PaaS
5 2 (2.25%) Amazon S3
5 2 (2.25%) Amazon SQS
5 2 (2.25%) AWS Lambda
6 1 (1.12%) Amazon EC2
6 1 (1.12%) AWS Elastic Beanstalk
Communications & Networking
1 14 (15.73%) HTTP
1 14 (15.73%) Software-Defined Networking
2 11 (12.36%) AMQP
2 11 (12.36%) Firewall
2 11 (12.36%) Internet
3 3 (3.37%) DHCP
3 3 (3.37%) DNS
3 3 (3.37%) LDAP
3 3 (3.37%) SAN
3 3 (3.37%) Skype
3 3 (3.37%) TCP/IP
Database & Business Intelligence
1 32 (35.96%) PostgreSQL
2 30 (33.71%) SQL Server
3 27 (30.34%) Hadoop
4 24 (26.97%) NoSQL
5 20 (22.47%) Apache Cassandra
6 18 (20.22%) MySQL
7 17 (19.10%) Relational Database
8 14 (15.73%) RDBMS
9 13 (14.61%) Big Data
9 13 (14.61%) Oracle Database
10 11 (12.36%) Data Mining
11 10 (11.24%) Oracle Database 11g
12 8 (8.99%) Apache Hive
13 7 (7.87%) Pentaho
14 6 (6.74%) Data Warehouse
14 6 (6.74%) HBase
14 6 (6.74%) Neo4j
14 6 (6.74%) Oracle Reports
14 6 (6.74%) PowerCenter
15 3 (3.37%) Informix
Development Applications
1 29 (32.58%) Maven
2 25 (28.09%) Jenkins
3 16 (17.98%) Git (software)
4 15 (16.85%) Ant
5 14 (15.73%) Cucumber
6 12 (13.48%) Selenium
6 12 (13.48%) Subversion
7 11 (12.36%) Atlassian Bamboo
8 10 (11.24%) Eclipse
9 7 (7.87%) Talend Open Studio
10 5 (5.62%) JUnit
11 3 (3.37%) FitNesse
12 2 (2.25%) Gradle
12 2 (2.25%) Grunt
12 2 (2.25%) gulp
12 2 (2.25%) Jasmine
12 2 (2.25%) Karma Test Runner
12 2 (2.25%) Mocha
12 2 (2.25%) PHPUnit
13 1 (1.12%) TeamCity
General
1 37 (41.57%) Finance
2 20 (22.47%) Games
3 12 (13.48%) Banking
3 12 (13.48%) Retail
3 12 (13.48%) Telecoms
4 11 (12.36%) Billing
5 4 (4.49%) Marketing
6 2 (2.25%) Aerospace
7 1 (1.12%) Front Office
Job Titles
1 36 (40.45%) Developer
2 25 (28.09%) Java Developer
3 11 (12.36%) Architect
3 11 (12.36%) Cloud Architect
3 11 (12.36%) Service Architect
4 10 (11.24%) Data Scientist
5 7 (7.87%) Senior Data Scientist
6 6 (6.74%) Data Engineer
7 5 (5.62%) Open Source Developer
8 4 (4.49%) Web Developer
9 3 (3.37%) Consultant
9 3 (3.37%) PHP Developer
9 3 (3.37%) Senior Developer
9 3 (3.37%) Senior Server Engineer
9 3 (3.37%) Senior Windows Server Engineer
9 3 (3.37%) Server Engineer
9 3 (3.37%) Software Engineer
9 3 (3.37%) Technical Leader
9 3 (3.37%) Technical Specialist
9 3 (3.37%) Windows Server Engineer
Libraries, Frameworks & Software Standards
1 35 (39.33%) Spring
2 30 (33.71%) CSS
2 30 (33.71%) HTML
3 22 (24.72%) AngularJS
4 20 (22.47%) Hibernate
5 17 (19.10%) CSS3
5 17 (19.10%) HTML5
6 15 (16.85%) Web Services
7 13 (14.61%) D3.js
7 13 (14.61%) Node.js
8 12 (13.48%) REST
9 11 (12.36%) Java EE
9 11 (12.36%) RabbitMQ
10 10 (11.24%) JSP
10 10 (11.24%) JSTL
10 10 (11.24%) Twitter Bootstrap
10 10 (11.24%) WebCenter
11 7 (7.87%) Drools
11 7 (7.87%) jBPM
12 6 (6.74%) .NET
Miscellaneous
1 17 (19.10%) Enterprise Software
2 12 (13.48%) Social Media
3 11 (12.36%) Blog
3 11 (12.36%) Data Centre
4 10 (11.24%) Computer Science
4 10 (11.24%) User Experience
5 9 (10.11%) Analytical Skills
6 8 (8.99%) Applied Mathematics
6 8 (8.99%) Informatics
6 8 (8.99%) Mathematics
6 8 (8.99%) Statistics
6 8 (8.99%) Visualisation
7 4 (4.49%) Mobile App
8 2 (2.25%) Data Integration
9 1 (1.12%) Equities
Operating Systems
1 24 (26.97%) Linux
2 16 (17.98%) Android
3 15 (16.85%) Apple iOS
4 10 (11.24%) Windows
5 7 (7.87%) Red Hat Enterprise Linux
5 7 (7.87%) Unix
6 6 (6.74%) Windows Server 2012
7 5 (5.62%) CentOS
8 3 (3.37%) Solaris
8 3 (3.37%) Windows Server
8 3 (3.37%) Windows Server 2008
Processes & Methodologies
1 54 (60.67%) Agile Software Development
2 26 (29.21%) Continuous Integration
3 18 (20.22%) Software Engineering
4 13 (14.61%) Unit Testing
5 12 (13.48%) BDD
5 12 (13.48%) Continuous Delivery
5 12 (13.48%) Open Source
5 12 (13.48%) Web Development
6 11 (12.36%) Automated Testing
6 11 (12.36%) Capacity Management
6 11 (12.36%) Content Management
6 11 (12.36%) Continuous Improvement
6 11 (12.36%) Release Management
6 11 (12.36%) Use Case
7 10 (11.24%) Analytics
7 10 (11.24%) Document Management
7 10 (11.24%) Statistical Modelling
7 10 (11.24%) Technical Analysis
8 9 (10.11%) Asset Management
8 9 (10.11%) Scrum
Programming Languages
1 58 (65.17%) Java
2 35 (39.33%) JavaScript
3 28 (31.46%) Python
4 19 (21.35%) SQL
5 14 (15.73%) C#
6 11 (12.36%) C++
6 11 (12.36%) Perl
6 11 (12.36%) Scala
7 8 (8.99%) PHP
7 8 (8.99%) R
8 6 (6.74%) PL/SQL
9 5 (5.62%) Jython
10 3 (3.37%) Shell Script
11 1 (1.12%) Ruby
11 1 (1.12%) T-SQL
Qualifications
1 22 (24.72%) Degree
Quality Assurance & Compliance
1 1 (1.12%) QA
System Software
1 11 (12.36%) Docker
2 3 (3.37%) Active Directory
2 3 (3.37%) Virtual Desktop
2 3 (3.37%) Virtual Machines
Systems Management
1 11 (12.36%) CFEngine
1 11 (12.36%) Opscode Chef
1 11 (12.36%) Puppet
2 3 (3.37%) SCCM
Vendors
1 35 (39.33%) Oracle
2 15 (16.85%) Microsoft
3 11 (12.36%) Google
3 11 (12.36%) Sybase
4 10 (11.24%) FatWire
4 10 (11.24%) Greenplum
5 8 (8.99%) Red Hat
5 8 (8.99%) Tableau
6 7 (7.87%) Talend
7 6 (6.74%) Cloudera
7 6 (6.74%) Informatica
8 4 (4.49%) IBM
9 3 (3.37%) CA
9 3 (3.37%) Citrix
9 3 (3.37%) Sun
10 2 (2.25%) Splunk
10 2 (2.25%) Vertica
11 1 (1.12%) Bloomberg
11 1 (1.12%) Twitter
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