Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 97 97 163
Rank change year-on-year 0 +66 +41
Permanent jobs citing MongoDB 145 127 82
As % of all permanent IT jobs advertised in Scotland 2.57% 2.42% 1.27%
As % of the Database & Business Intelligence category 7.46% 7.69% 3.99%
Number of salaries quoted 80 91 53
Scotland median annual salary £44,000 £40,000 £45,000
Median salary % change year-on-year +10.00% -11.11% +12.50%
10th Percentile £31,500 £32,500 £32,500
90th Percentile £72,750 £55,000 £84,250
UK median annual salary £55,000 £54,000 £52,500
% change year-on-year +1.85% +2.86% -

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 1943 1652 2054
As % of all permanent IT jobs advertised in Scotland 34.45% 31.53% 31.84%
Number of salaries quoted 1201 959 1326
Scotland median annual salary £42,000 £42,500 £40,000
Median salary % change year-on-year -1.18% +6.25% -
10th Percentile £28,000 £28,500 £28,000
90th Percentile £62,500 £61,250 £61,875
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 17 November 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 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +27 94 £42,500 +6.25% 4
Edinburgh -33 50 £40,000 - 2
South Lanarkshire - 4 £44,000 -
Dundee - 3 £30,000 -
MongoDB
UK

For the 6 months to 17 November 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 83 (57.24%) Java
2 81 (55.86%) Agile Software Development
3 65 (44.83%) Spring
4 58 (40.00%) JavaScript
4 58 (40.00%) NoSQL
5 48 (33.10%) Python
6 46 (31.72%) Hibernate
7 44 (30.34%) HTML
8 43 (29.66%) HTML5
9 42 (28.97%) TDD
10 40 (27.59%) Finance
11 37 (25.52%) Hadoop
12 36 (24.83%) Software Engineering
13 35 (24.14%) SQL
14 33 (22.76%) Linux
15 32 (22.07%) Scrum
15 32 (22.07%) Degree
16 30 (20.69%) Open Source
16 30 (20.69%) DevOps
17 29 (20.00%) Ansible
18 28 (19.31%) Concurrent Programming
19 27 (18.62%) Test Automation
20 25 (17.24%) Continuous Integration
20 25 (17.24%) SQL Server
20 25 (17.24%) Apache Spark
21 24 (16.55%) Docker
21 24 (16.55%) AngularJS
21 24 (16.55%) CSS
21 24 (16.55%) Redis
22 23 (15.86%) RabbitMQ

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 25 (17.24%) Apache Spark
2 21 (14.48%) Tomcat
3 17 (11.72%) JBoss
4 15 (10.34%) Jetty
4 15 (10.34%) WebLogic
4 15 (10.34%) WebSphere
5 7 (4.83%) Apache
5 7 (4.83%) Oracle Coherence
6 3 (2.07%) Elasticsearch
7 2 (1.38%) CMS
7 2 (1.38%) Confluence
7 2 (1.38%) Oracle SOA Suite
7 2 (1.38%) SharePoint
Business Applications
1 2 (1.38%) Eloqua
Cloud Services
1 15 (10.34%) Amazon AWS
2 13 (8.97%) Microsoft Azure
3 9 (6.21%) GitHub
4 7 (4.83%) SaaS
5 3 (2.07%) Amazon S3
5 3 (2.07%) PaaS
6 2 (1.38%) Amazon EC2
7 1 (0.69%) Amazon EMR
7 1 (0.69%) AWS CloudFormation
7 1 (0.69%) AWS Lambda
7 1 (0.69%) Cloud Computing
7 1 (0.69%) Google Cloud Platform
7 1 (0.69%) Serverless
Communications & Networking
1 15 (10.34%) AMQP
2 7 (4.83%) Internet
3 2 (1.38%) SNMP
3 2 (1.38%) SSH
4 1 (0.69%) SMS
Database & Business Intelligence
1 58 (40.00%) NoSQL
2 37 (25.52%) Hadoop
3 25 (17.24%) SQL Server
4 24 (16.55%) Redis
5 23 (15.86%) Relational Database
6 22 (15.17%) Big Data
6 22 (15.17%) PostgreSQL
7 16 (11.03%) Couchbase
7 16 (11.03%) MySQL
8 15 (10.34%) Apache Cassandra
8 15 (10.34%) Riak
9 10 (6.90%) RDBMS
10 9 (6.21%) Blockchain
10 9 (6.21%) HBase
10 9 (6.21%) Neo4j
11 7 (4.83%) DB2
12 6 (4.14%) Data Warehouse
13 3 (2.07%) Apache Hive
13 3 (2.07%) Azure SQL Database
13 3 (2.07%) SQL Server Integration Services
Development Applications
1 21 (14.48%) Maven
2 18 (12.41%) Git (software)
3 17 (11.72%) Cucumber
3 17 (11.72%) Jenkins
3 17 (11.72%) Vagrant
4 16 (11.03%) Selenium
5 15 (10.34%) FitNesse
5 15 (10.34%) Subversion
6 14 (9.66%) Ant
6 14 (9.66%) JUnit
7 7 (4.83%) JIRA
8 5 (3.45%) IntelliJ
9 4 (2.76%) TeamCity
10 3 (2.07%) Bitbucket
10 3 (2.07%) GoCD
11 2 (1.38%) HttpUnit
11 2 (1.38%) Oracle Forms
11 2 (1.38%) PHPUnit
11 2 (1.38%) Sonatype Nexus
11 2 (1.38%) Team Foundation Server
General
1 40 (27.59%) Finance
2 8 (5.52%) Banking
3 7 (4.83%) Investment Banking
4 5 (3.45%) Games
5 3 (2.07%) Law
6 2 (1.38%) Advertising
Job Titles
1 87 (60.00%) Developer
2 61 (42.07%) Java Developer
3 17 (11.72%) Full Stack Developer
4 16 (11.03%) Senior Developer
4 16 (11.03%) Software Engineer
5 15 (10.34%) Data Scientist
5 15 (10.34%) Java Engineer
6 14 (9.66%) Lead Developer
6 14 (9.66%) Senior Java Developer
7 13 (8.97%) Java Software Engineer
8 12 (8.28%) Software Developer
9 9 (6.21%) Lead Java Developer
9 9 (6.21%) PHP Developer
10 8 (5.52%) Java Software Developer
11 7 (4.83%) DevOps Engineer
11 7 (4.83%) JavaScript Engineer
11 7 (4.83%) MongoDB Developer
11 7 (4.83%) Node.js Developer
12 6 (4.14%) Developer/Software Engineer
12 6 (4.14%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 65 (44.83%) Spring
2 46 (31.72%) Hibernate
3 44 (30.34%) HTML
4 43 (29.66%) HTML5
5 24 (16.55%) AngularJS
5 24 (16.55%) CSS
6 23 (15.86%) RabbitMQ
7 21 (14.48%) JMS
7 21 (14.48%) Node.js
8 20 (13.79%) CSS3
8 20 (13.79%) REST
9 17 (11.72%) JPA
10 15 (10.34%) J2EE
10 15 (10.34%) Kafka
10 15 (10.34%) RESTful
10 15 (10.34%) TIBCO EMS
10 15 (10.34%) WebSphere MQ
11 14 (9.66%) SOAP
12 13 (8.97%) NumPy
13 12 (8.28%) Web Services
Miscellaneous
1 19 (13.10%) Greenfield Project
2 7 (4.83%) Computer Science
2 7 (4.83%) Internet of Things
2 7 (4.83%) Social Media
3 6 (4.14%) Client/Server
4 5 (3.45%) User Experience
5 4 (2.76%) Analytical Skills
6 2 (1.38%) Algorithms
6 2 (1.38%) IVR
6 2 (1.38%) Management Information System
6 2 (1.38%) Mobile App
6 2 (1.38%) Public Cloud
7 1 (0.69%) Data Structures
7 1 (0.69%) Enterprise Software
7 1 (0.69%) Smart City
Operating Systems
1 33 (22.76%) Linux
2 10 (6.90%) Android
2 10 (6.90%) Apple iOS
3 6 (4.14%) Windows
4 5 (3.45%) Ubuntu
5 3 (2.07%) Unix
6 2 (1.38%) CentOS
6 2 (1.38%) Red Hat Enterprise Linux
6 2 (1.38%) Solaris
6 2 (1.38%) Windows Server
Processes & Methodologies
1 81 (55.86%) Agile Software Development
2 42 (28.97%) TDD
3 36 (24.83%) Software Engineering
4 32 (22.07%) Scrum
5 30 (20.69%) DevOps
5 30 (20.69%) Open Source
6 28 (19.31%) Concurrent Programming
7 27 (18.62%) Test Automation
8 25 (17.24%) Continuous Integration
9 23 (15.86%) Multithreading
10 20 (13.79%) BDD
11 17 (11.72%) SDLC
12 16 (11.03%) Kanban
12 16 (11.03%) Mathematics
12 16 (11.03%) Open Source Development
13 15 (10.34%) DSDM
13 15 (10.34%) Integration Testing
13 15 (10.34%) RUP
13 15 (10.34%) Statistics
13 15 (10.34%) System Testing
Programming Languages
1 83 (57.24%) Java
2 58 (40.00%) JavaScript
3 48 (33.10%) Python
4 35 (24.14%) SQL
5 20 (13.79%) Ruby
6 15 (10.34%) Bash Shell
7 14 (9.66%) PHP
7 14 (9.66%) R
8 7 (4.83%) C#
9 5 (3.45%) T-SQL
10 4 (2.76%) Scala
11 3 (2.07%) Jython
11 3 (2.07%) PowerShell
12 2 (1.38%) C
12 2 (1.38%) C++
12 2 (1.38%) PL/SQL
13 1 (0.69%) Clojure
13 1 (0.69%) ECMAScript
13 1 (0.69%) ES6
13 1 (0.69%) Go
Qualifications
1 32 (22.07%) Degree
2 8 (5.52%) Security Cleared
3 3 (2.07%) MCDBA
3 3 (2.07%) MCITP
3 3 (2.07%) Microsoft Certification
4 2 (1.38%) PhD
4 2 (1.38%) SC Cleared
Quality Assurance & Compliance
1 18 (12.41%) QA
2 1 (0.69%) Data Quality
System Software
1 24 (16.55%) Docker
2 2 (1.38%) LXC
2 2 (1.38%) OpenAM
2 2 (1.38%) VirtualBox
2 2 (1.38%) VMware Infrastructure
Systems Management
1 29 (20.00%) Ansible
2 21 (14.48%) Opscode Chef
2 21 (14.48%) Puppet
3 15 (10.34%) Cobbler
4 5 (3.45%) Graphite
4 5 (3.45%) Icinga
5 3 (2.07%) HAProxy
5 3 (2.07%) Kibana
5 3 (2.07%) logstash
6 2 (1.38%) Capistrano
6 2 (1.38%) WMI
6 2 (1.38%) ZABBIX
7 1 (0.69%) Terraform
Vendors
1 19 (13.10%) IBM
2 15 (10.34%) TIBCO
3 10 (6.90%) Oracle
4 9 (6.21%) Zend
5 7 (4.83%) Sybase
6 5 (3.45%) Reuters
6 5 (3.45%) VMware
7 3 (2.07%) Informatica
7 3 (2.07%) Microsoft
8 2 (1.38%) Alterian
8 2 (1.38%) Salesforce.com
9 1 (0.69%) CA
9 1 (0.69%) Google
9 1 (0.69%) Red Hat
9 1 (0.69%) Splunk
9 1 (0.69%) Talend