Period
to 20 January 2018

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 6 months to 20 January 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 98 98 164
Rank change year-on-year 0 +66 +27
Permanent jobs citing MongoDB 150 105 76
As % of all permanent IT jobs advertised in Scotland 2.71% 2.25% 1.23%
As % of the Database & Business Intelligence category 8.26% 7.02% 4.03%
Number of salaries quoted 74 87 44
Scotland median annual salary £45,000 £40,000 £43,750
Median salary % change year-on-year +12.50% -8.57% +9.38%
10th Percentile £31,500 £33,750 £32,875
90th Percentile £67,500 £63,750 £65,000
UK median annual salary £55,000 £55,000 £55,000

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

All Database and Business Intelligence Skills
Scotland
Permanent vacancies with a requirement for database or business intelligence skills 1,817 1,496 1,885
As % of all permanent IT jobs advertised in Scotland 32.89% 32.10% 30.60%
Number of salaries quoted 1,166 947 1,227
Scotland median annual salary £42,500 £43,000 £41,500
Median salary % change year-on-year -1.16% +3.61% +3.75%
10th Percentile £28,000 £28,750 £28,750
90th Percentile £62,500 £62,500 £62,500
UK median annual salary £48,000 £47,500 £45,000
% change year-on-year +1.05% +5.56% +1.12%

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
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 6 months to 20 January 2018.

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 6 months to 20 January 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +18 103 £45,000 +12.50% 8
Edinburgh -33 39 £45,000 - 7
South Lanarkshire - 4 £44,000 -
Dundee - 3 £30,000 -
Fife - 1 - -
MongoDB
UK

For the 6 months to 20 January 2018, 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 94 (62.67%) Java
2 91 (60.67%) Agile Software Development
3 85 (56.67%) NoSQL
4 80 (53.33%) Spring
5 72 (48.00%) JavaScript
6 60 (40.00%) Python
7 57 (38.00%) Hibernate
8 53 (35.33%) HTML
9 52 (34.67%) HTML5
10 50 (33.33%) SQL
11 49 (32.67%) TDD
12 45 (30.00%) Hadoop
12 45 (30.00%) Software Engineering
13 39 (26.00%) Scrum
13 39 (26.00%) Finance
13 39 (26.00%) Docker
13 39 (26.00%) Concurrent Programming
14 38 (25.33%) Ansible
15 36 (24.00%) Opscode Chef
15 36 (24.00%) Puppet
16 33 (22.00%) Redis
16 33 (22.00%) Multithreading
17 31 (20.67%) Tomcat
17 31 (20.67%) Relational Database
18 30 (20.00%) Linux
19 29 (19.33%) Ruby
20 28 (18.67%) Test Automation
20 28 (18.67%) SQL Server
21 27 (18.00%) JBoss
21 27 (18.00%) REST

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 31 (20.67%) Tomcat
2 27 (18.00%) JBoss
3 24 (16.00%) Jetty
3 24 (16.00%) WebLogic
4 20 (13.33%) WebSphere
5 16 (10.67%) Apache Spark
6 7 (4.67%) Oracle Coherence
7 4 (2.67%) Apache
8 3 (2.00%) Elasticsearch
9 2 (1.33%) Confluence
9 2 (1.33%) Oracle SOA Suite
10 1 (0.67%) SharePoint
Applications
1 1 (0.67%) Microsoft Excel
Business Applications
1 1 (0.67%) Eloqua
Cloud Services
1 20 (13.33%) Amazon AWS
2 18 (12.00%) Microsoft Azure
3 11 (7.33%) GitHub
4 7 (4.67%) SaaS
5 5 (3.33%) Google Cloud Platform
5 5 (3.33%) npm
6 3 (2.00%) Amazon S3
6 3 (2.00%) PaaS
7 2 (1.33%) Amazon EC2
8 1 (0.67%) Amazon EMR
8 1 (0.67%) AWS CloudFormation
8 1 (0.67%) AWS Lambda
8 1 (0.67%) Cloud Computing
8 1 (0.67%) Serverless
Communications & Networking
1 20 (13.33%) AMQP
2 8 (5.33%) Internet
3 2 (1.33%) SNMP
3 2 (1.33%) SSH
Database & Business Intelligence
1 85 (56.67%) NoSQL
2 45 (30.00%) Hadoop
3 33 (22.00%) Redis
4 31 (20.67%) Relational Database
5 28 (18.67%) SQL Server
6 25 (16.67%) Couchbase
7 24 (16.00%) Riak
8 22 (14.67%) MySQL
9 21 (14.00%) PostgreSQL
10 20 (13.33%) Big Data
11 18 (12.00%) RDBMS
12 15 (10.00%) Blockchain
13 11 (7.33%) Apache Cassandra
14 9 (6.00%) DB2
15 5 (3.33%) Oracle Database
16 4 (2.67%) Amazon Redshift
16 4 (2.67%) Apache Hive
16 4 (2.67%) HBase
16 4 (2.67%) Oracle Database 12c
17 3 (2.00%) Neo4j
Development Applications
1 26 (17.33%) Vagrant
2 25 (16.67%) Cucumber
3 24 (16.00%) FitNesse
3 24 (16.00%) Selenium
4 17 (11.33%) Git (software)
4 17 (11.33%) Maven
5 16 (10.67%) Jenkins
5 16 (10.67%) JUnit
6 13 (8.67%) Subversion
7 11 (7.33%) Ant
8 7 (4.67%) JIRA
9 5 (3.33%) IntelliJ
10 4 (2.67%) Bitbucket
10 4 (2.67%) Oracle Forms
11 2 (1.33%) GoCD
11 2 (1.33%) Mockito
11 2 (1.33%) Team Foundation Server
11 2 (1.33%) TeamCity
12 1 (0.67%) Gradle
12 1 (0.67%) PHPUnit
General
1 39 (26.00%) Finance
2 7 (4.67%) Banking
3 4 (2.67%) Games
3 4 (2.67%) Investment Banking
4 3 (2.00%) Marketing
5 2 (1.33%) Advertising
6 1 (0.67%) Law
Job Titles
1 92 (61.33%) Developer
2 60 (40.00%) Java Developer
3 19 (12.67%) Full Stack Developer
3 19 (12.67%) Software Engineer
4 13 (8.67%) Java Engineer
5 12 (8.00%) Senior Developer
6 11 (7.33%) Java Software Engineer
6 11 (7.33%) Senior Java Developer
7 10 (6.67%) Data Scientist
7 10 (6.67%) PHP Developer
8 7 (4.67%) DevOps Engineer
8 7 (4.67%) JavaScript Engineer
9 6 (4.00%) C# Developer
9 6 (4.00%) Software Developer
10 5 (3.33%) .NET Developer
10 5 (3.33%) Lead Developer
10 5 (3.33%) Senior Software Engineer
11 4 (2.67%) C# .NET Developer
11 4 (2.67%) NoSQL Developer
11 4 (2.67%) Symfony Developer
Libraries, Frameworks & Software Standards
1 80 (53.33%) Spring
2 57 (38.00%) Hibernate
3 53 (35.33%) HTML
4 52 (34.67%) HTML5
5 27 (18.00%) REST
6 26 (17.33%) JMS
6 26 (17.33%) RabbitMQ
7 24 (16.00%) AngularJS
7 24 (16.00%) CSS
8 22 (14.67%) JPA
9 21 (14.00%) CSS3
10 20 (13.33%) Kafka
10 20 (13.33%) TIBCO EMS
10 20 (13.33%) WebSphere MQ
11 19 (12.67%) J2EE
11 19 (12.67%) React
12 17 (11.33%) Node.js
13 14 (9.33%) .NET
13 14 (9.33%) RESTful
14 11 (7.33%) SOAP
Miscellaneous
1 16 (10.67%) Greenfield Project
2 12 (8.00%) Client/Server
3 8 (5.33%) Internet of Things
4 7 (4.67%) Social Media
5 5 (3.33%) Computer Science
6 4 (2.67%) Analytical Skills
6 4 (2.67%) Mobile App
6 4 (2.67%) User Experience
7 2 (1.33%) Algorithms
7 2 (1.33%) IVR
7 2 (1.33%) Management Information System
8 1 (0.67%) Data Structures
8 1 (0.67%) Enterprise Software
8 1 (0.67%) Public Cloud
8 1 (0.67%) Virtual Team
Operating Systems
1 30 (20.00%) Linux
2 12 (8.00%) Apple iOS
3 10 (6.67%) Android
4 5 (3.33%) Unix
4 5 (3.33%) Windows
5 4 (2.67%) Ubuntu
6 2 (1.33%) Windows Server
7 1 (0.67%) CentOS
7 1 (0.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 91 (60.67%) Agile Software Development
2 49 (32.67%) TDD
3 45 (30.00%) Software Engineering
4 39 (26.00%) Concurrent Programming
4 39 (26.00%) Scrum
5 33 (22.00%) Multithreading
6 28 (18.67%) Test Automation
7 26 (17.33%) DevOps
8 25 (16.67%) BDD
9 23 (15.33%) Kanban
10 21 (14.00%) Continuous Integration
11 20 (13.33%) DSDM
11 20 (13.33%) Integration Testing
11 20 (13.33%) Open Source
11 20 (13.33%) RUP
11 20 (13.33%) System Testing
11 20 (13.33%) UML
12 19 (12.67%) SDLC
13 17 (11.33%) MVC
14 13 (8.67%) Machine Learning
Programming Languages
1 94 (62.67%) Java
2 72 (48.00%) JavaScript
3 60 (40.00%) Python
4 50 (33.33%) SQL
5 29 (19.33%) Ruby
6 25 (16.67%) Bash Shell
7 14 (9.33%) PHP
8 11 (7.33%) C#
8 11 (7.33%) R
9 9 (6.00%) T-SQL
10 8 (5.33%) PL/SQL
11 7 (4.67%) C++
11 7 (4.67%) Scala
12 5 (3.33%) ES6
13 4 (2.67%) TypeScript
14 3 (2.00%) C
14 3 (2.00%) PowerShell
15 2 (1.33%) Jython
15 2 (1.33%) Objective-C
16 1 (0.67%) Clojure
Qualifications
1 24 (16.00%) Degree
2 6 (4.00%) Security Cleared
3 2 (1.33%) MCDBA
3 2 (1.33%) MCITP
3 2 (1.33%) Microsoft Certification
3 2 (1.33%) PhD
3 2 (1.33%) SC Cleared
Quality Assurance & Compliance
1 21 (14.00%) QA
2 1 (0.67%) Data Quality
System Software
1 39 (26.00%) Docker
2 2 (1.33%) LXC
2 2 (1.33%) OpenAM
2 2 (1.33%) VirtualBox
3 1 (0.67%) VMware Infrastructure
Systems Management
1 38 (25.33%) Ansible
2 36 (24.00%) Opscode Chef
2 36 (24.00%) Puppet
3 24 (16.00%) Cobbler
4 4 (2.67%) Graphite
4 4 (2.67%) Icinga
5 3 (2.00%) Kibana
5 3 (2.00%) logstash
6 2 (1.33%) HAProxy
6 2 (1.33%) WMI
6 2 (1.33%) ZABBIX
7 1 (0.67%) Capistrano
7 1 (0.67%) Terraform
Vendors
1 24 (16.00%) IBM
2 20 (13.33%) TIBCO
3 15 (10.00%) Oracle
4 11 (7.33%) Sybase
5 10 (6.67%) Zend
6 8 (5.33%) Informatica
7 6 (4.00%) Google
8 5 (3.33%) Reuters
9 4 (2.67%) Microsoft
9 4 (2.67%) VMware
10 3 (2.00%) Vertica
11 1 (0.67%) CA
11 1 (0.67%) Salesforce.com
11 1 (0.67%) Talend