The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for MongoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MongoDB over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
MongoDB
UK / Scotland
Rank 87 143 108
Rank change year-on-year +56 -35  
Permanent jobs citing MongoDB 51 16 47
As % of all permanent IT jobs advertised in Scotland 2.20% 0.55% 1.52%
As % of the Database & Business Intelligence category 5.60% 1.79% 5.10%
Number of salaries quoted 36 11 15
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £37,500 £32,500 £36,500
10% offered a salary of more than £60,000 £50,000 £54,500
UK excluding London median salary £45,000 £45,000 £45,000

MongoDB is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Scotland
Permanent job vacancies with a requirement for database and business intelligence skills 911 894 922
As % of all permanent IT job vacancies advertised in Scotland 39.28% 30.57% 29.83%
Number of salaries quoted 548 566 587
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year -10.52% +18.75%  
90% offered a salary of more than £31,500 £32,500 £32,000
10% offered a salary of more than £70,000 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

MongoDB
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing MongoDB as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for MongoDB in Scotland

MongoDB
Salary Trend in Scotland

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

Salary trend for MongoDB in Scotland

MongoDB
Salary Histogram in Scotland

The salary distribution of IT jobs citing MongoDB in Scotland over the 3 months to 24 March 2017.

Salary histogram for MongoDB 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 24 March 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
Glasgow +54 34 £40,000 -5.88% 4
Edinburgh +15 25 £40,000 +11.88% 2
West Lothian - 1 £45,000 -
MongoDB
UK

MongoDB
Top 30 Related IT Skills in Scotland

For the 6 months to 24 March 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 63 (70.00%) Java
2 44 (48.89%) Agile Software Development
3 32 (35.56%) Spring
4 31 (34.44%) PostgreSQL
5 30 (33.33%) Hadoop
5 30 (33.33%) Open Source
6 28 (31.11%) Scrum
7 27 (30.00%) JavaScript
8 26 (28.89%) Python
8 26 (28.89%) Neo4j
8 26 (28.89%) AngularJS
9 24 (26.67%) Software Engineering
10 23 (25.56%) Continuous Integration
11 22 (24.44%) Linux
11 22 (24.44%) HTML
11 22 (24.44%) CSS
11 22 (24.44%) Big Data
12 21 (23.33%) SQL Server
12 21 (23.33%) SOA
13 20 (22.22%) OO
13 20 (22.22%) CSS3
13 20 (22.22%) HTML5
14 19 (21.11%) Analytics
14 19 (21.11%) SDLC
14 19 (21.11%) TDD
15 18 (20.00%) Drools
15 18 (20.00%) NoSQL
16 17 (18.89%) Talend
16 17 (18.89%) Microservices
16 17 (18.89%) Talend Open Studio

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 10 (11.11%) Apache Spark
2 9 (10.00%) JBoss
3 5 (5.56%) Apache
4 4 (4.44%) Tomcat
5 2 (2.22%) CMS
6 1 (1.11%) Confluence
6 1 (1.11%) Liferay
6 1 (1.11%) Mule
6 1 (1.11%) Mule ESB
Cloud Services
1 15 (16.67%) Microsoft Azure
2 7 (7.78%) SaaS
3 3 (3.33%) Amazon EC2
Communications & Networking
1 5 (5.56%) Internet
2 2 (2.22%) Bluetooth
2 2 (2.22%) HTTP
2 2 (2.22%) MQTT
Database & Business Intelligence
1 31 (34.44%) PostgreSQL
2 30 (33.33%) Hadoop
3 26 (28.89%) Neo4j
4 22 (24.44%) Big Data
5 21 (23.33%) SQL Server
6 18 (20.00%) NoSQL
7 17 (18.89%) Pentaho
8 14 (15.56%) Apache Cassandra
9 13 (14.44%) RavenDB
9 13 (14.44%) SQL Server 2014
10 10 (11.11%) MySQL
11 9 (10.00%) Relational Database
12 8 (8.89%) HBase
13 6 (6.67%) Amazon Redshift
13 6 (6.67%) RDBMS
14 2 (2.22%) Apache Hive
14 2 (2.22%) Data Mining
14 2 (2.22%) Impala
15 1 (1.11%) OrientDB
15 1 (1.11%) Redis
Development Applications
1 17 (18.89%) Talend Open Studio
2 15 (16.67%) Maven
3 10 (11.11%) Ant
4 9 (10.00%) Git (software)
5 8 (8.89%) Jenkins
6 7 (7.78%) Subversion
7 3 (3.33%) Eclipse
7 3 (3.33%) TeamCity
8 2 (2.22%) Cucumber
8 2 (2.22%) Hudson
8 2 (2.22%) JUnit
8 2 (2.22%) Sonatype Nexus
9 1 (1.11%) FitNesse
9 1 (1.11%) HttpUnit
9 1 (1.11%) JIRA
9 1 (1.11%) JMeter
9 1 (1.11%) QUnit
9 1 (1.11%) Selenium
9 1 (1.11%) WebDriver
9 1 (1.11%) webpack
General
1 13 (14.44%) Advertising
2 8 (8.89%) Marketing
3 7 (7.78%) Finance
4 2 (2.22%) Banking
4 2 (2.22%) Investment Banking
4 2 (2.22%) Law
4 2 (2.22%) Legal
4 2 (2.22%) Publishing
Job Titles
1 66 (73.33%) Developer
2 38 (42.22%) Java Developer
3 20 (22.22%) Software Engineer
4 14 (15.56%) Java Engineer
4 14 (15.56%) Java Software Engineer
5 13 (14.44%) .NET Developer
5 13 (14.44%) Software Developer
6 10 (11.11%) Java Software Developer
7 9 (10.00%) Developer/Software Engineer
8 7 (7.78%) Data Scientist
8 7 (7.78%) Web Developer
9 6 (6.67%) Lead Developer
9 6 (6.67%) Lead Java Developer
10 5 (5.56%) Applications Developer
10 5 (5.56%) Web Applications Developer
11 4 (4.44%) Analyst
11 4 (4.44%) JavaScript Developer
12 3 (3.33%) Data Analyst
12 3 (3.33%) Java Web Developer
12 3 (3.33%) Scrum Master
Libraries, Frameworks & Software Standards
1 32 (35.56%) Spring
2 26 (28.89%) AngularJS
3 22 (24.44%) CSS
3 22 (24.44%) HTML
4 20 (22.22%) CSS3
4 20 (22.22%) HTML5
5 18 (20.00%) Drools
6 17 (18.89%) ActiveMQ
6 17 (18.89%) Java EE
6 17 (18.89%) jBPM
7 16 (17.78%) Apache Camel
8 15 (16.67%) Elastic Stack
9 14 (15.56%) .NET
10 13 (14.44%) ASP.NET
10 13 (14.44%) ASP.NET MVC
10 13 (14.44%) ASP.NET MVC 5
10 13 (14.44%) Twitter Bootstrap
11 11 (12.22%) Middleware
12 10 (11.11%) Hibernate
12 10 (11.11%) XML
Miscellaneous
1 5 (5.56%) Social Media
2 2 (2.22%) Algorithms
2 2 (2.22%) Arduino
2 2 (2.22%) Internet of Things
2 2 (2.22%) Mobile App
2 2 (2.22%) Raspberry Pi
3 1 (1.11%) Analytical Skills
3 1 (1.11%) Computer Science
3 1 (1.11%) Enterprise Software
3 1 (1.11%) Virtual Team
3 1 (1.11%) W3C
Operating Systems
1 22 (24.44%) Linux
2 7 (7.78%) Android
2 7 (7.78%) Apple iOS
3 4 (4.44%) Windows
4 2 (2.22%) Solaris
Processes & Methodologies
1 44 (48.89%) Agile Software Development
2 30 (33.33%) Open Source
3 28 (31.11%) Scrum
4 24 (26.67%) Software Engineering
5 23 (25.56%) Continuous Integration
6 21 (23.33%) SOA
7 20 (22.22%) OO
8 19 (21.11%) Analytics
8 19 (21.11%) SDLC
8 19 (21.11%) TDD
9 17 (18.89%) Microservices
9 17 (18.89%) MVC
10 14 (15.56%) Web Application Development
11 13 (14.44%) Data Analytics
12 12 (13.33%) Coaching
13 11 (12.22%) Open Source Development
14 10 (11.11%) Workflow
15 9 (10.00%) Big Data Analytics
16 7 (7.78%) Mathematics
17 6 (6.67%) Data Analysis
Programming Languages
1 63 (70.00%) Java
2 27 (30.00%) JavaScript
3 26 (28.89%) Python
4 17 (18.89%) C#
5 14 (15.56%) SQL
6 3 (3.33%) C++
6 3 (3.33%) PHP
7 2 (2.22%) C
7 2 (2.22%) Clojure
8 1 (1.11%) Go
8 1 (1.11%) Ruby
8 1 (1.11%) Scala
8 1 (1.11%) Smalltalk
Qualifications
1 12 (13.33%) Security Cleared
2 6 (6.67%) Degree
3 3 (3.33%) SC Cleared
Quality Assurance & Compliance
1 1 (1.11%) QA
Systems Management
1 2 (2.22%) Hadoop YARN
1 2 (2.22%) MOM
Vendors
1 17 (18.89%) Talend
2 13 (14.44%) Microsoft
3 6 (6.67%) Oracle
3 6 (6.67%) Vertica
4 1 (1.11%) Alterian
4 1 (1.11%) IBM
4 1 (1.11%) Progress
4 1 (1.11%) Twitter
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