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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
MongoDB
UK / Scotland
Rank 88 118 128
Rank change year-on-year
+30 +10
Permanent jobs citing MongoDB 47 37 30
As % of all permanent IT jobs located in Scotland 2.08% 1.27% 0.98%
As % of the Database & Business Intelligence category 6.18% 3.88% 3.03%
Number of salaries quoted 43 17 22
Median salary £45,000 £52,500 £37,500
Median salary % change year-on-year
-14.28% +40.00%
90% offered a salary of more than £37,500 £39,000 £35,000
10% offered a salary of more than £60,000 £63,000 £55,000
UK excluding London median salary £47,500 £47,500 £42,500
% change year-on-year
- +11.76%

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
760 953 989
As % of all permanent IT jobs located in Scotland 33.67% 32.67% 32.20%
Number of salaries quoted 466 609 684
Median salary £45,000 £46,000 £40,000
Median salary % change year-on-year
-2.17% +15.00%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £63,100 £60,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

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 23 January 2017.

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 23 January 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +19 25 £47,500 -11.62% 2
Glasgow +20 21 £40,000 -20.00% 3
West Lothian - 1 £40,000 -
MongoDB
UK

MongoDB
Top 30 Related IT Skills in Scotland

For the 6 months to 23 January 2017, 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 66 (66.00%) Java
2 60 (60.00%) Agile Software Development
3 41 (41.00%) JavaScript
4 40 (40.00%) Spring
5 35 (35.00%) Hadoop
6 33 (33.00%) HTML
6 33 (33.00%) CSS
7 31 (31.00%) PostgreSQL
7 31 (31.00%) HTML5
7 31 (31.00%) CSS3
8 30 (30.00%) AngularJS
8 30 (30.00%) Continuous Integration
8 30 (30.00%) Python
9 26 (26.00%) SQL Server
10 25 (25.00%) SQL
10 25 (25.00%) Scrum
10 25 (25.00%) Software Engineering
10 25 (25.00%) NoSQL
11 24 (24.00%) Open Source
11 24 (24.00%) Maven
11 24 (24.00%) Linux
12 23 (23.00%) MVC
12 23 (23.00%) Big Data
13 21 (21.00%) Analytics
14 20 (20.00%) Talend
14 20 (20.00%) SaaS
14 20 (20.00%) Talend Open Studio
14 20 (20.00%) Git (software)
14 20 (20.00%) Pentaho
14 20 (20.00%) Finance

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 14 (14.00%) JBoss
2 7 (7.00%) Apache Spark
3 3 (3.00%) Alfresco
3 3 (3.00%) Apache
3 3 (3.00%) Mule
3 3 (3.00%) SAS
3 3 (3.00%) SugarCRM
4 2 (2.00%) Apache Qpid
4 2 (2.00%) Cloud Foundry
4 2 (2.00%) Confluence
4 2 (2.00%) Elasticsearch
4 2 (2.00%) Tomcat
4 2 (2.00%) WebSphere
5 1 (1.00%) Apache Solr
5 1 (1.00%) CMS
5 1 (1.00%) Liferay
5 1 (1.00%) nginx
Applications
1 1 (1.00%) MS Excel
1 1 (1.00%) Stata
Cloud Services
1 20 (20.00%) SaaS
2 16 (16.00%) Microsoft Azure
3 8 (8.00%) Amazon AWS
4 6 (6.00%) Amazon EC2
5 4 (4.00%) Amazon S3
6 3 (3.00%) Amazon SQS
6 3 (3.00%) AWS Lambda
6 3 (3.00%) GitHub
6 3 (3.00%) Google Cloud Platform
6 3 (3.00%) Heroku
6 3 (3.00%) PaaS
7 2 (2.00%) Google App Engine
7 2 (2.00%) Google Compute Engine
8 1 (1.00%) AWS Elastic Beanstalk
8 1 (1.00%) IaaS
Communications & Networking
1 6 (6.00%) Internet
2 4 (4.00%) HTTP
3 2 (2.00%) AMQP
3 2 (2.00%) Firewall
3 2 (2.00%) Software-Defined Networking
4 1 (1.00%) Bluetooth
4 1 (1.00%) MQTT
Database & Business Intelligence
1 35 (35.00%) Hadoop
2 31 (31.00%) PostgreSQL
3 26 (26.00%) SQL Server
4 25 (25.00%) NoSQL
5 23 (23.00%) Big Data
6 20 (20.00%) Pentaho
7 18 (18.00%) Neo4j
8 15 (15.00%) Apache Cassandra
9 14 (14.00%) MySQL
10 12 (12.00%) Relational Database
11 11 (11.00%) RavenDB
11 11 (11.00%) RDBMS
11 11 (11.00%) SQL Server 2014
12 9 (9.00%) Apache Hive
13 7 (7.00%) Amazon Redshift
14 6 (6.00%) HBase
15 5 (5.00%) Data Mining
16 4 (4.00%) Data Warehouse
16 4 (4.00%) Oracle Reports
16 4 (4.00%) PowerCenter
Development Applications
1 24 (24.00%) Maven
2 20 (20.00%) Git (software)
2 20 (20.00%) Talend Open Studio
3 17 (17.00%) Ant
4 13 (13.00%) Jenkins
5 11 (11.00%) Subversion
6 9 (9.00%) Cucumber
7 6 (6.00%) webpack
8 5 (5.00%) QUnit
8 5 (5.00%) Selenium
8 5 (5.00%) WebDriver
9 4 (4.00%) JUnit
10 3 (3.00%) Grunt
10 3 (3.00%) gulp
10 3 (3.00%) Jasmine
10 3 (3.00%) Karma Test Runner
10 3 (3.00%) Mocha
10 3 (3.00%) PHPUnit
11 2 (2.00%) Atlassian Bamboo
11 2 (2.00%) FitNesse
General
1 20 (20.00%) Finance
2 11 (11.00%) Advertising
2 11 (11.00%) Marketing
3 8 (8.00%) Games
4 7 (7.00%) Retail
4 7 (7.00%) Telecoms
5 3 (3.00%) Aerospace
5 3 (3.00%) Banking
6 2 (2.00%) Billing
6 2 (2.00%) Law
6 2 (2.00%) Legal
6 2 (2.00%) Publishing
Job Titles
1 70 (70.00%) Developer
2 32 (32.00%) Java Developer
3 16 (16.00%) Software Engineer
4 12 (12.00%) .NET Developer
5 11 (11.00%) JavaScript Developer
6 9 (9.00%) Applications Developer
7 8 (8.00%) Java Engineer
7 8 (8.00%) Java Software Engineer
7 8 (8.00%) Web Developer
8 7 (7.00%) Web Applications Developer
9 6 (6.00%) Software Developer
10 5 (5.00%) Data Engineer
10 5 (5.00%) Data Scientist
10 5 (5.00%) Senior Developer
11 4 (4.00%) Full Stack Developer
11 4 (4.00%) Java Software Developer
11 4 (4.00%) Lead Developer
12 3 (3.00%) Java Web Developer
12 3 (3.00%) Scrum Master
12 3 (3.00%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 40 (40.00%) Spring
2 33 (33.00%) CSS
2 33 (33.00%) HTML
3 31 (31.00%) CSS3
3 31 (31.00%) HTML5
4 30 (30.00%) AngularJS
5 19 (19.00%) Hibernate
6 18 (18.00%) Apache Camel
6 18 (18.00%) Java EE
7 17 (17.00%) ActiveMQ
7 17 (17.00%) Drools
7 17 (17.00%) jBPM
8 15 (15.00%) .NET
8 15 (15.00%) ELK Stack
8 15 (15.00%) Node.js
9 13 (13.00%) Middleware
10 12 (12.00%) ASP.NET
10 12 (12.00%) ASP.NET MVC
11 11 (11.00%) ASP.NET MVC 5
11 11 (11.00%) Twitter Bootstrap
Miscellaneous
1 14 (14.00%) Social Media
2 4 (4.00%) User Experience
3 3 (3.00%) Data Integration
3 3 (3.00%) Mobile App
4 2 (2.00%) Algorithms
4 2 (2.00%) Blog
4 2 (2.00%) Chemistry
4 2 (2.00%) Computer Science
4 2 (2.00%) Data Centre
4 2 (2.00%) Data Extraction
5 1 (1.00%) Applied Mathematics
5 1 (1.00%) Arduino
5 1 (1.00%) Enterprise Software
5 1 (1.00%) Informatics
5 1 (1.00%) Internet of Things
5 1 (1.00%) Inversion of Control
5 1 (1.00%) Mathematics
5 1 (1.00%) Raspberry Pi
5 1 (1.00%) Statistics
5 1 (1.00%) Visualisation
Operating Systems
1 24 (24.00%) Linux
2 13 (13.00%) Android
2 13 (13.00%) Apple iOS
3 9 (9.00%) Unix
4 5 (5.00%) Windows
5 1 (1.00%) CentOS
5 1 (1.00%) Red Hat Enterprise Linux
5 1 (1.00%) Ubuntu
Processes & Methodologies
1 60 (60.00%) Agile Software Development
2 30 (30.00%) Continuous Integration
3 25 (25.00%) Scrum
3 25 (25.00%) Software Engineering
4 24 (24.00%) Open Source
5 23 (23.00%) MVC
6 21 (21.00%) Analytics
7 18 (18.00%) SOA
7 18 (18.00%) TDD
8 17 (17.00%) OO
9 16 (16.00%) Microservices
10 13 (13.00%) Data Analytics
10 13 (13.00%) SDLC
11 11 (11.00%) Web Application Development
12 10 (10.00%) Continuous Delivery
13 9 (9.00%) Big Data Analytics
13 9 (9.00%) Workflow
14 8 (8.00%) Coaching
15 6 (6.00%) MapReduce
16 5 (5.00%) Data Analysis
Programming Languages
1 66 (66.00%) Java
2 41 (41.00%) JavaScript
3 30 (30.00%) Python
4 25 (25.00%) SQL
5 16 (16.00%) C#
6 8 (8.00%) Perl
6 8 (8.00%) PHP
7 5 (5.00%) Scala
8 4 (4.00%) PL/SQL
9 3 (3.00%) C++
10 1 (1.00%) Bash Shell
10 1 (1.00%) C
10 1 (1.00%) Clojure
10 1 (1.00%) Jython
10 1 (1.00%) R
10 1 (1.00%) Ruby
10 1 (1.00%) T-SQL
Qualifications
1 10 (10.00%) Degree
2 5 (5.00%) Security Cleared
3 4 (4.00%) SC Cleared
Quality Assurance & Compliance
1 1 (1.00%) QA
System Software
1 4 (4.00%) Docker
Systems Management
1 4 (4.00%) Puppet
2 2 (2.00%) CFEngine
2 2 (2.00%) Hadoop YARN
2 2 (2.00%) Opscode Chef
3 1 (1.00%) Ansible
3 1 (1.00%) MOM
Vendors
1 20 (20.00%) Talend
2 13 (13.00%) Microsoft
3 8 (8.00%) Oracle
4 7 (7.00%) Vertica
5 4 (4.00%) Cloudera
5 4 (4.00%) Informatica
6 3 (3.00%) Google
6 3 (3.00%) Twitter
7 2 (2.00%) IBM
7 2 (2.00%) Sybase
8 1 (1.00%) Greenplum
8 1 (1.00%) Red Hat
8 1 (1.00%) Tableau
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