Period
to 20 April 2018

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 20 April 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Glasgow
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 70 81 123
Rank change year-on-year +11 +42 -29
Permanent jobs citing MongoDB 111 51 38
As % of all permanent IT jobs advertised in Glasgow 4.50% 2.67% 1.44%
As % of the Database & Business Intelligence category 12.01% 5.81% 3.83%
Number of salaries quoted 79 54 13
Glasgow median annual salary £45,000 £40,000 £47,500
Median salary % change year-on-year +12.50% -15.79% +18.75%
10th Percentile £32,300 £33,750 £34,100
90th Percentile £64,500 £65,000 £57,750
Scotland median annual salary £45,000 £40,000 £48,750
% change year-on-year +12.50% -17.95% +21.88%

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 924 878 993
As % of all permanent IT jobs advertised in Glasgow 37.48% 45.92% 37.50%
Number of salaries quoted 663 501 542
Glasgow median annual salary £45,999 £45,000 £42,500
Median salary % change year-on-year +2.22% +5.88% +6.25%
10th Percentile £31,550 £29,750 £28,750
90th Percentile £72,500 £67,500 £63,750
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 20 April 2018.

Salary histogram for MongoDB in Glasgow

For the 6 months to 20 April 2018, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for MongoDB.

1 73 (65.77%) Agile Software Development
2 67 (60.36%) NoSQL
3 65 (58.56%) Java
4 63 (56.76%) SQL
5 48 (43.24%) Oracle
6 47 (42.34%) Python
7 46 (41.44%) Spring
8 45 (40.54%) REST
8 45 (40.54%) Docker
9 42 (37.84%) Opscode Chef
9 42 (37.84%) Puppet
10 35 (31.53%) PL/SQL
11 34 (30.63%) JavaScript
11 34 (30.63%) SQL Server
11 34 (30.63%) Hibernate
12 33 (29.73%) .NET
12 33 (29.73%) Hadoop
13 32 (28.83%) MVC
14 30 (27.03%) TDD
14 30 (27.03%) Amazon AWS
14 30 (27.03%) SDLC
15 29 (26.13%) Ansible
15 29 (26.13%) T-SQL
15 29 (26.13%) Collaborative Working
16 28 (25.23%) .NET Core
16 28 (25.23%) ASP.NET
16 28 (25.23%) React
16 28 (25.23%) ASP.NET MVC
16 28 (25.23%) Multithreading
17 27 (24.32%) HTML5

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 24 (21.62%) JBoss
1 24 (21.62%) Tomcat
2 22 (19.82%) Jetty
3 20 (18.02%) WebLogic
4 9 (8.11%) WebSphere
5 3 (2.70%) Oracle SOA Suite
6 2 (1.80%) Confluence
6 2 (1.80%) Oracle Coherence
7 1 (0.90%) Apache
7 1 (0.90%) Apache Spark
7 1 (0.90%) Elasticsearch
7 1 (0.90%) nginx
7 1 (0.90%) OpenStack
7 1 (0.90%) Tornado
Cloud Services
1 30 (27.03%) Amazon AWS
2 23 (20.72%) Microsoft Azure
3 17 (15.32%) Google Cloud Platform
3 17 (15.32%) npm
4 4 (3.60%) Cloud Computing
4 4 (3.60%) PaaS
5 2 (1.80%) GitHub
6 1 (0.90%) SaaS
Communications & Networking
1 9 (8.11%) AMQP
2 4 (3.60%) Firewall
3 1 (0.90%) Internet
Database & Business Intelligence
1 67 (60.36%) NoSQL
2 34 (30.63%) SQL Server
3 33 (29.73%) Hadoop
4 21 (18.92%) Couchbase
4 21 (18.92%) Redis
4 21 (18.92%) Riak
5 19 (17.12%) Relational Database
6 14 (12.61%) MySQL
6 14 (12.61%) RDBMS
7 13 (11.71%) Big Data
8 12 (10.81%) Oracle Database
9 10 (9.01%) Apache Cassandra
9 10 (9.01%) Blockchain
10 9 (8.11%) DB2
11 8 (7.21%) Oracle Database 12c
12 1 (0.90%) Apache Hive
12 1 (0.90%) Azure SQL Database
12 1 (0.90%) Neo4j
12 1 (0.90%) Pentaho
12 1 (0.90%) PostgreSQL
Development Applications
1 24 (21.62%) Vagrant
2 23 (20.72%) Cucumber
2 23 (20.72%) Selenium
3 21 (18.92%) FitNesse
4 15 (13.51%) JUnit
5 14 (12.61%) JIRA
5 14 (12.61%) Team Foundation Server
6 13 (11.71%) Git (software)
7 11 (9.91%) Jenkins
8 8 (7.21%) Oracle Forms
9 5 (4.50%) GoCD
9 5 (4.50%) Maven
10 4 (3.60%) Mockito
10 4 (3.60%) Subversion
10 4 (3.60%) TeamCity
11 3 (2.70%) Artifactory
11 3 (2.70%) GitLab
11 3 (2.70%) Sonatype Nexus
12 2 (1.80%) IntelliJ
13 1 (0.90%) JMeter
General
1 21 (18.92%) Finance
2 5 (4.50%) Banking
3 1 (0.90%) Advertising
3 1 (0.90%) Games
3 1 (0.90%) Investment Banking
Job Titles
1 66 (59.46%) Developer
2 36 (32.43%) Java Developer
3 18 (16.22%) .NET Developer
3 18 (16.22%) C# .NET Developer
3 18 (16.22%) C# Developer
4 16 (14.41%) Architect
4 16 (14.41%) Solutions Architect
5 12 (10.81%) Java Engineer
5 12 (10.81%) Java Software Engineer
5 12 (10.81%) Software Engineer
6 10 (9.01%) Python Engineer
6 10 (9.01%) Python Software Engineer
7 6 (5.41%) C++ Software Engineer
7 6 (5.41%) Objective-C Engineer
8 5 (4.50%) Designer
8 5 (4.50%) DevOps Engineer
8 5 (4.50%) Full Stack Developer
8 5 (4.50%) Solutions Designer
9 4 (3.60%) Analyst
9 4 (3.60%) Release Analyst
Libraries, Frameworks & Software Standards
1 46 (41.44%) Spring
2 45 (40.54%) REST
3 34 (30.63%) Hibernate
4 33 (29.73%) .NET
5 28 (25.23%) .NET Core
5 28 (25.23%) ASP.NET
5 28 (25.23%) ASP.NET MVC
5 28 (25.23%) React
6 27 (24.32%) HTML
6 27 (24.32%) HTML5
7 23 (20.72%) AngularJS
8 22 (19.82%) Node.js
9 17 (15.32%) LESS
9 17 (15.32%) Sass
9 17 (15.32%) Vue (Vue.js)
10 14 (12.61%) J2EE
11 12 (10.81%) RabbitMQ
12 11 (9.91%) JMS
13 9 (8.11%) TIBCO EMS
13 9 (8.11%) WebSphere MQ
Miscellaneous
1 14 (12.61%) Greenfield Project
2 10 (9.01%) Client/Server
3 6 (5.41%) IVR
3 6 (5.41%) Mobile App
4 2 (1.80%) Analytical Skills
4 2 (1.80%) Management Information System
5 1 (0.90%) Algorithms
5 1 (0.90%) Computer Science
5 1 (0.90%) Data Structures
5 1 (0.90%) Internet of Things
5 1 (0.90%) User Experience
Operating Systems
1 21 (18.92%) Linux
2 6 (5.41%) Apple iOS
3 5 (4.50%) Unix
4 3 (2.70%) Red Hat Enterprise Linux
5 1 (0.90%) CentOS
5 1 (0.90%) Mac OS
5 1 (0.90%) Ubuntu
5 1 (0.90%) Windows
Processes & Methodologies
1 73 (65.77%) Agile Software Development
2 32 (28.83%) MVC
3 30 (27.03%) SDLC
3 30 (27.03%) TDD
4 29 (26.13%) Collaborative Working
5 28 (25.23%) Multithreading
6 22 (19.82%) Concurrent Programming
7 21 (18.92%) Software Engineering
8 18 (16.22%) Scrum
9 16 (14.41%) DevOps
10 15 (13.51%) Continuous Integration
10 15 (13.51%) Microservices
10 15 (13.51%) Test Automation
11 13 (11.71%) Open Source
12 12 (10.81%) BDD
12 12 (10.81%) Integration Testing
13 11 (9.91%) Cybersecurity
13 11 (9.91%) Multithreaded Programming
13 11 (9.91%) System Testing
14 10 (9.01%) Customer Requirements
Programming Languages
1 65 (58.56%) Java
2 63 (56.76%) SQL
3 47 (42.34%) Python
4 35 (31.53%) PL/SQL
5 34 (30.63%) JavaScript
6 29 (26.13%) T-SQL
7 25 (22.52%) Ruby
8 23 (20.72%) Bash Shell
9 19 (17.12%) C#
10 18 (16.22%) Java 8
11 17 (15.32%) ES6
11 17 (15.32%) TypeScript
12 10 (9.01%) C++
13 6 (5.41%) Clojure
13 6 (5.41%) Objective-C
14 4 (3.60%) PHP
15 2 (1.80%) Scala
16 1 (0.90%) Erlang
16 1 (0.90%) F#
16 1 (0.90%) Haskell
Qualifications
1 17 (15.32%) Security Cleared
2 10 (9.01%) BPSS Clearance
3 6 (5.41%) Degree
4 3 (2.70%) ITIL Certification
5 1 (0.90%) MCP
5 1 (0.90%) MCSD
5 1 (0.90%) Microsoft Certification
Quality Assurance & Compliance
1 8 (7.21%) QA
System Software
1 45 (40.54%) Docker
2 3 (2.70%) VMware Infrastructure
3 1 (0.90%) Apache ZooKeeper
3 1 (0.90%) VirtualBox
Systems Management
1 42 (37.84%) Opscode Chef
1 42 (37.84%) Puppet
2 29 (26.13%) Ansible
3 21 (18.92%) Cobbler
4 4 (3.60%) HAProxy
5 3 (2.70%) Graphite
5 3 (2.70%) Icinga
5 3 (2.70%) Packer
5 3 (2.70%) Terraform
6 1 (0.90%) logstash
Vendors
1 48 (43.24%) Oracle
2 17 (15.32%) Google
3 13 (11.71%) Sybase
4 11 (9.91%) IBM
4 11 (9.91%) Microsoft
5 9 (8.11%) TIBCO
6 8 (7.21%) Informatica
7 6 (5.41%) VMware
8 4 (3.60%) Zend
9 2 (1.80%) Reuters
10 1 (0.90%) Avaya
10 1 (0.90%) Cisco
10 1 (0.90%) Splunk
10 1 (0.90%) Talend