Period
to 16 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 16 December 2017 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Edinburgh
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 104 64 116
Rank change year-on-year -40 +52 +33
Permanent jobs citing MongoDB 43 70 43
As % of all permanent IT jobs advertised in Edinburgh 1.64% 3.07% 1.42%
As % of the Database & Business Intelligence category 4.90% 11.31% 5.10%
Number of salaries quoted 27 63 37
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £35,000 £34,600 £34,200
90th Percentile £60,000 £63,750 £84,250
Scotland median annual salary £45,000 £41,500 £50,000
% change year-on-year +8.43% -17.00% +25.00%

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 Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 878 619 843
As % of all permanent IT jobs advertised in Edinburgh 33.52% 27.18% 27.85%
Number of salaries quoted 562 461 596
Edinburgh median annual salary £40,000 £45,000 £40,500
Median salary % change year-on-year -11.11% +11.11% +1.25%
10th Percentile £27,500 £28,750 £27,000
90th Percentile £60,000 £63,750 £60,000
Scotland median annual salary £42,500 £43,500 £41,500
% change year-on-year -2.30% +4.82% +3.75%

MongoDB
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for MongoDB in Edinburgh

MongoDB
Salary Trend in Edinburgh

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

Salary trend for MongoDB in Edinburgh

MongoDB
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing MongoDB in Edinburgh over the 6 months to 16 December 2017.

Salary histogram for MongoDB in Edinburgh

For the 6 months to 16 December 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 Edinburgh region with a requirement for MongoDB.

1 24 (55.81%) Java
2 22 (51.16%) Degree
3 21 (48.84%) JavaScript
3 21 (48.84%) Agile Software Development
4 17 (39.53%) PostgreSQL
5 16 (37.21%) Python
5 16 (37.21%) Software Engineering
6 15 (34.88%) Spring
6 15 (34.88%) Hibernate
7 14 (32.56%) HTML
8 13 (30.23%) SQL Server
8 13 (30.23%) Subversion
8 13 (30.23%) Maven
8 13 (30.23%) HTML5
8 13 (30.23%) NoSQL
9 12 (27.91%) R
9 12 (27.91%) Git (software)
9 12 (27.91%) Ant
9 12 (27.91%) CSS
9 12 (27.91%) Apache Spark
10 11 (25.58%) Machine Learning
10 11 (25.58%) Mathematics
11 10 (23.26%) Apple iOS
11 10 (23.26%) CSS3
11 10 (23.26%) Android
11 10 (23.26%) Statistics
11 10 (23.26%) SQL
11 10 (23.26%) Linux
11 10 (23.26%) AngularJS
12 9 (20.93%) ETL

MongoDB
Co-occurring IT Skills in Edinburgh 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 12 (27.91%) Apache Spark
2 3 (6.98%) Apache
3 1 (2.33%) CMS
3 1 (2.33%) Elasticsearch
3 1 (2.33%) SharePoint
Cloud Services
1 7 (16.28%) SaaS
2 4 (9.30%) Microsoft Azure
3 1 (2.33%) Amazon AWS
3 1 (2.33%) Amazon EC2
3 1 (2.33%) Amazon EMR
3 1 (2.33%) Amazon S3
3 1 (2.33%) AWS CloudFormation
3 1 (2.33%) AWS Lambda
3 1 (2.33%) Google Cloud Platform
3 1 (2.33%) Serverless
Communications & Networking
1 1 (2.33%) SMS
Database & Business Intelligence
1 17 (39.53%) PostgreSQL
2 13 (30.23%) NoSQL
2 13 (30.23%) SQL Server
3 7 (16.28%) Hadoop
3 7 (16.28%) Relational Database
4 6 (13.95%) Apache Cassandra
4 6 (13.95%) MySQL
5 4 (9.30%) Neo4j
5 4 (9.30%) RDBMS
6 3 (6.98%) Amazon Redshift
6 3 (6.98%) Big Data
6 3 (6.98%) Data Warehouse
7 2 (4.65%) Apache Hive
7 2 (4.65%) ArangoDB
7 2 (4.65%) Azure SQL Database
7 2 (4.65%) HBase
7 2 (4.65%) SQL Server 2014
7 2 (4.65%) SQL Server Integration Services
7 2 (4.65%) SQL Server Reporting Services
7 2 (4.65%) Text Mining
Development Applications
1 13 (30.23%) Maven
1 13 (30.23%) Subversion
2 12 (27.91%) Ant
2 12 (27.91%) Git (software)
3 5 (11.63%) Jenkins
4 1 (2.33%) Cucumber
4 1 (2.33%) Gradle
4 1 (2.33%) HttpUnit
4 1 (2.33%) JMeter
4 1 (2.33%) JUnit
4 1 (2.33%) Selenium
4 1 (2.33%) Sonatype Nexus
General
1 6 (13.95%) Finance
2 2 (4.65%) Marketing
3 1 (2.33%) Games
Job Titles
1 14 (32.56%) Software Engineer
2 12 (27.91%) Developer
3 11 (25.58%) Java Engineer
4 10 (23.26%) Data Scientist
5 9 (20.93%) Java Developer
5 9 (20.93%) Java Software Engineer
6 7 (16.28%) JavaScript Engineer
7 4 (9.30%) Senior Software Engineer
8 3 (6.98%) Software Developer
9 2 (4.65%) Analyst
9 2 (4.65%) C# Developer
9 2 (4.65%) Data Analyst
9 2 (4.65%) DBA
9 2 (4.65%) Developer/Software Engineer
9 2 (4.65%) Java Software Developer
9 2 (4.65%) JavaScript Developer
9 2 (4.65%) SQL DBA
9 2 (4.65%) SQL Server DBA
10 1 (2.33%) Production DBA
10 1 (2.33%) SQL Server Production DBA
Libraries, Frameworks & Software Standards
1 15 (34.88%) Hibernate
1 15 (34.88%) Spring
2 14 (32.56%) HTML
3 13 (30.23%) HTML5
4 12 (27.91%) CSS
5 10 (23.26%) AngularJS
5 10 (23.26%) CSS3
6 8 (18.60%) NumPy
7 7 (16.28%) Django
8 5 (11.63%) .NET
9 4 (9.30%) J2EE
9 4 (9.30%) SOAP
10 3 (6.98%) JSP
10 3 (6.98%) MLlib
10 3 (6.98%) Node.js
10 3 (6.98%) REST
10 3 (6.98%) RESTful
10 3 (6.98%) SciPy
11 2 (4.65%) ASP.NET Web API
11 2 (4.65%) JPA
Miscellaneous
1 7 (16.28%) Social Media
2 4 (9.30%) Computer Science
3 3 (6.98%) Analytical Skills
3 3 (6.98%) User Experience
4 2 (4.65%) Algorithms
4 2 (4.65%) Mobile App
5 1 (2.33%) Greenfield Project
5 1 (2.33%) Smart City
Operating Systems
1 10 (23.26%) Android
1 10 (23.26%) Apple iOS
1 10 (23.26%) Linux
2 3 (6.98%) Windows
3 1 (2.33%) Red Hat Enterprise Linux
3 1 (2.33%) Solaris
Processes & Methodologies
1 21 (48.84%) Agile Software Development
2 16 (37.21%) Software Engineering
3 11 (25.58%) Machine Learning
3 11 (25.58%) Mathematics
4 10 (23.26%) Statistics
5 9 (20.93%) ETL
6 8 (18.60%) Applied Mathematics
7 7 (16.28%) Continuous Integration
7 7 (16.28%) Open Source
7 7 (16.28%) TDD
8 5 (11.63%) Analytics
8 5 (11.63%) Prototyping
8 5 (11.63%) Statistical Analysis
8 5 (11.63%) Visualisation
9 4 (9.30%) DevOps
10 3 (6.98%) Business Intelligence
10 3 (6.98%) Creative Problem-Solving
10 3 (6.98%) Operations Research
10 3 (6.98%) Scrum
10 3 (6.98%) SDLC
Programming Languages
1 24 (55.81%) Java
2 21 (48.84%) JavaScript
3 16 (37.21%) Python
4 12 (27.91%) R
5 10 (23.26%) SQL
6 4 (9.30%) C#
6 4 (9.30%) Scala
7 2 (4.65%) C
7 2 (4.65%) C++
7 2 (4.65%) PowerShell
8 1 (2.33%) Go
8 1 (2.33%) PHP
8 1 (2.33%) Ruby
Qualifications
1 22 (51.16%) Degree
2 2 (4.65%) MCDBA
2 2 (4.65%) MCITP
2 2 (4.65%) Microsoft Certification
2 2 (4.65%) PhD
2 2 (4.65%) Security Cleared
Quality Assurance & Compliance
1 2 (4.65%) QA
2 1 (2.33%) Data Quality
System Software
1 2 (4.65%) Docker
Systems Management
1 3 (6.98%) Ansible
2 1 (2.33%) Kibana
2 1 (2.33%) logstash
2 1 (2.33%) Opscode Chef
2 1 (2.33%) Puppet
2 1 (2.33%) Terraform
Vendors
1 3 (6.98%) Oracle
2 2 (4.65%) Vertica
3 1 (2.33%) Alterian
3 1 (2.33%) CA
3 1 (2.33%) Google
3 1 (2.33%) Microsoft