Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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
Scotland > Glasgow
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 64 91 120
Rank change year-on-year +27 +29 +8
Permanent jobs citing MongoDB 94 49 34
As % of all permanent IT jobs advertised in Glasgow 4.09% 2.22% 1.32%
As % of the Database & Business Intelligence category 10.69% 5.72% 3.41%
Number of salaries quoted 50 22 15
Glasgow median annual salary £42,500 £40,000 £67,500
Median salary % change year-on-year +6.25% -40.74% +58.82%
10th Percentile £31,500 £33,750 £44,000
90th Percentile £80,000 £63,375 £84,250
Scotland median annual salary £44,000 £40,000 £45,000
% change year-on-year +10.00% -11.11% +12.50%

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 879 856 996
As % of all permanent IT jobs advertised in Glasgow 38.27% 38.86% 38.69%
Number of salaries quoted 507 402 619
Glasgow median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +5.06%
10th Percentile £31,500 £29,025 £28,750
90th Percentile £70,000 £61,250 £60,000
Scotland median annual salary £42,000 £42,500 £40,000
% change year-on-year -1.18% +6.25% -

MongoDB
Job Vacancy Trend in Glasgow

Job postings citing MongoDB as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for MongoDB in Glasgow

MongoDB
Salary Trend in Glasgow

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

Salary trend for MongoDB in Glasgow

MongoDB
Salary Histogram in Glasgow

The salary distribution of IT jobs citing MongoDB in Glasgow over the 6 months to 17 November 2017.

Salary histogram for MongoDB in Glasgow

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 Glasgow region with a requirement for MongoDB.

1 63 (67.02%) Java
2 55 (58.51%) Agile Software Development
3 49 (52.13%) Spring
4 44 (46.81%) NoSQL
5 36 (38.30%) JavaScript
6 35 (37.23%) TDD
7 34 (36.17%) Finance
8 31 (32.98%) Hadoop
9 30 (31.91%) Hibernate
10 28 (29.79%) Python
10 28 (29.79%) Concurrent Programming
11 27 (28.72%) Scrum
12 26 (27.66%) Ansible
13 25 (26.60%) HTML5
13 25 (26.60%) HTML
14 24 (25.53%) SQL
14 24 (25.53%) Redis
14 24 (25.53%) Test Automation
15 23 (24.47%) Multithreading
15 23 (24.47%) RabbitMQ
15 23 (24.47%) DevOps
15 23 (24.47%) Software Engineering
16 22 (23.40%) Docker
16 22 (23.40%) Open Source
17 21 (22.34%) Tomcat
17 21 (22.34%) JMS
18 20 (21.28%) Puppet
18 20 (21.28%) Opscode Chef
19 19 (20.21%) Big Data
19 19 (20.21%) BDD

MongoDB
Co-occurring IT Skills in Glasgow 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 21 (22.34%) Tomcat
2 17 (18.09%) JBoss
3 15 (15.96%) Jetty
3 15 (15.96%) WebLogic
3 15 (15.96%) WebSphere
4 11 (11.70%) Apache Spark
5 7 (7.45%) Oracle Coherence
6 3 (3.19%) Apache
7 2 (2.13%) Confluence
7 2 (2.13%) Elasticsearch
7 2 (2.13%) Oracle SOA Suite
Business Applications
1 2 (2.13%) Eloqua
Cloud Services
1 11 (11.70%) Amazon AWS
2 9 (9.57%) GitHub
3 6 (6.38%) Microsoft Azure
4 3 (3.19%) PaaS
5 1 (1.06%) Amazon EC2
5 1 (1.06%) Cloud Computing
Communications & Networking
1 15 (15.96%) AMQP
2 7 (7.45%) Internet
Database & Business Intelligence
1 44 (46.81%) NoSQL
2 31 (32.98%) Hadoop
3 24 (25.53%) Redis
4 19 (20.21%) Big Data
5 18 (19.15%) Relational Database
6 15 (15.96%) Couchbase
6 15 (15.96%) Riak
7 11 (11.70%) Apache Cassandra
8 9 (9.57%) Blockchain
8 9 (9.57%) MySQL
8 9 (9.57%) SQL Server
9 8 (8.51%) HBase
9 8 (8.51%) RDBMS
10 7 (7.45%) DB2
10 7 (7.45%) Neo4j
11 4 (4.26%) PostgreSQL
12 2 (2.13%) Oracle Database
12 2 (2.13%) Oracle Database 12c
13 1 (1.06%) ArangoDB
13 1 (1.06%) OrientDB
Development Applications
1 17 (18.09%) Vagrant
2 16 (17.02%) Cucumber
3 15 (15.96%) FitNesse
3 15 (15.96%) Selenium
4 12 (12.77%) Jenkins
4 12 (12.77%) JUnit
5 7 (7.45%) JIRA
5 7 (7.45%) Maven
6 6 (6.38%) Git (software)
7 5 (5.32%) IntelliJ
8 4 (4.26%) TeamCity
9 3 (3.19%) Bitbucket
9 3 (3.19%) GoCD
10 2 (2.13%) Oracle Forms
10 2 (2.13%) PHPUnit
10 2 (2.13%) Team Foundation Server
11 1 (1.06%) Ant
11 1 (1.06%) Eclipse
11 1 (1.06%) Subversion
11 1 (1.06%) Talend Open Studio
General
1 34 (36.17%) Finance
2 8 (8.51%) Banking
3 7 (7.45%) Investment Banking
4 3 (3.19%) Law
5 1 (1.06%) Games
Job Titles
1 73 (77.66%) Developer
2 53 (56.38%) Java Developer
3 17 (18.09%) Full Stack Developer
4 14 (14.89%) Lead Developer
4 14 (14.89%) Senior Developer
5 12 (12.77%) Senior Java Developer
6 11 (11.70%) Software Developer
7 9 (9.57%) Lead Java Developer
7 9 (9.57%) PHP Developer
8 8 (8.51%) Java Software Developer
9 7 (7.45%) MongoDB Developer
9 7 (7.45%) Node.js Developer
9 7 (7.45%) Software Engineer
10 6 (6.38%) Developer/Software Engineer
10 6 (6.38%) DevOps Engineer
10 6 (6.38%) Java Engineer
10 6 (6.38%) Java Software Engineer
10 6 (6.38%) NoSQL Developer
11 5 (5.32%) Lead DevOps
12 3 (3.19%) Symfony Developer
Libraries, Frameworks & Software Standards
1 49 (52.13%) Spring
2 30 (31.91%) Hibernate
3 25 (26.60%) HTML
3 25 (26.60%) HTML5
4 23 (24.47%) RabbitMQ
5 21 (22.34%) JMS
6 17 (18.09%) REST
7 15 (15.96%) JPA
7 15 (15.96%) Kafka
7 15 (15.96%) Node.js
7 15 (15.96%) TIBCO EMS
7 15 (15.96%) WebSphere MQ
8 11 (11.70%) AngularJS
9 10 (10.64%) CSS
9 10 (10.64%) J2EE
9 10 (10.64%) React
10 9 (9.57%) Drools
10 9 (9.57%) SOAP
10 9 (9.57%) Spring Boot
10 9 (9.57%) Symfony
Miscellaneous
1 16 (17.02%) Greenfield Project
2 7 (7.45%) Internet of Things
3 6 (6.38%) Client/Server
4 2 (2.13%) Computer Science
4 2 (2.13%) IVR
4 2 (2.13%) Management Information System
4 2 (2.13%) Public Cloud
4 2 (2.13%) User Experience
5 1 (1.06%) Analytical Skills
5 1 (1.06%) Data Structures
5 1 (1.06%) Enterprise Software
Operating Systems
1 17 (18.09%) Linux
2 3 (3.19%) Unix
3 2 (2.13%) CentOS
3 2 (2.13%) Ubuntu
4 1 (1.06%) Red Hat Enterprise Linux
Processes & Methodologies
1 55 (58.51%) Agile Software Development
2 35 (37.23%) TDD
3 28 (29.79%) Concurrent Programming
4 27 (28.72%) Scrum
5 24 (25.53%) Test Automation
6 23 (24.47%) DevOps
6 23 (24.47%) Multithreading
6 23 (24.47%) Software Engineering
7 22 (23.40%) Open Source
8 19 (20.21%) BDD
9 16 (17.02%) Open Source Development
10 15 (15.96%) Continuous Integration
10 15 (15.96%) DSDM
10 15 (15.96%) Integration Testing
10 15 (15.96%) Kanban
10 15 (15.96%) RUP
10 15 (15.96%) System Testing
10 15 (15.96%) UML
11 14 (14.89%) SDLC
12 13 (13.83%) Mentoring
Programming Languages
1 63 (67.02%) Java
2 36 (38.30%) JavaScript
3 28 (29.79%) Python
4 24 (25.53%) SQL
5 15 (15.96%) Bash Shell
5 15 (15.96%) Ruby
6 9 (9.57%) PHP
7 5 (5.32%) T-SQL
8 3 (3.19%) Jython
9 2 (2.13%) PL/SQL
9 2 (2.13%) R
10 1 (1.06%) C#
10 1 (1.06%) Clojure
10 1 (1.06%) ECMAScript
10 1 (1.06%) ES6
10 1 (1.06%) Scala
Qualifications
1 6 (6.38%) Degree
1 6 (6.38%) Security Cleared
Quality Assurance & Compliance
1 16 (17.02%) QA
System Software
1 22 (23.40%) Docker
2 2 (2.13%) LXC
2 2 (2.13%) OpenAM
2 2 (2.13%) VirtualBox
2 2 (2.13%) VMware Infrastructure
Systems Management
1 26 (27.66%) Ansible
2 20 (21.28%) Opscode Chef
2 20 (21.28%) Puppet
3 15 (15.96%) Cobbler
4 5 (5.32%) Graphite
4 5 (5.32%) Icinga
5 3 (3.19%) HAProxy
6 2 (2.13%) Capistrano
6 2 (2.13%) Kibana
6 2 (2.13%) logstash
Vendors
1 19 (20.21%) IBM
2 15 (15.96%) TIBCO
3 9 (9.57%) Zend
4 7 (7.45%) Sybase
5 6 (6.38%) Oracle
6 5 (5.32%) Reuters
7 3 (3.19%) Informatica
7 3 (3.19%) VMware
8 2 (2.13%) Salesforce.com
9 1 (1.06%) Red Hat
9 1 (1.06%) Talend