Period
to 18 June 2018

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 18 June 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Edinburgh
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 121 84 114
Rank change year-on-year -37 +30 +18
Permanent jobs citing MongoDB 32 58 25
As % of all permanent IT jobs advertised in Edinburgh 1.20% 2.53% 1.00%
As % of the Database & Business Intelligence category 4.49% 7.44% 3.62%
Number of salaries quoted 20 49 19
Edinburgh median annual salary £48,750 £40,000 £39,000
Median salary % change year-on-year +21.88% +2.56% -13.33%
10th Percentile £43,425 £35,000 £31,200
90th Percentile £64,875 £45,000 £59,400
Scotland median annual salary £45,000 £40,000 £40,000
% change year-on-year +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 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 713 780 691
As % of all permanent IT jobs advertised in Edinburgh 26.78% 34.08% 27.61%
Number of salaries quoted 477 500 412
Edinburgh median annual salary £43,882 £42,500 £45,000
Median salary % change year-on-year +3.25% -5.56% +10.43%
10th Percentile £28,000 £28,554 £28,525
90th Percentile £67,500 £70,000 £65,000
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 18 June 2018.

Salary histogram for MongoDB in Edinburgh

For the 6 months to 18 June 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 Edinburgh region with a requirement for MongoDB.

1 26 (81.25%) SQL
2 19 (59.38%) JavaScript
2 19 (59.38%) MySQL
2 19 (59.38%) PostgreSQL
3 18 (56.25%) Java
3 18 (56.25%) Git (software)
3 18 (56.25%) NoSQL
4 16 (50.00%) Python
5 11 (34.38%) PHP
5 11 (34.38%) SQL Server
6 10 (31.25%) Oracle
6 10 (31.25%) HBase
6 10 (31.25%) Redis
7 9 (28.13%) PowerShell
7 9 (28.13%) Microsoft
7 9 (28.13%) Apache Spark
8 8 (25.00%) Virtual Team
8 8 (25.00%) Task Automation
8 8 (25.00%) Problem-Solving
8 8 (25.00%) Subversion
8 8 (25.00%) Microsoft Excel
8 8 (25.00%) Windows
8 8 (25.00%) VB
8 8 (25.00%) VB.NET
8 8 (25.00%) VBA
8 8 (25.00%) .NET
8 8 (25.00%) Perl
8 8 (25.00%) C
8 8 (25.00%) C#
8 8 (25.00%) C++

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 9 (28.13%) Apache Spark
2 1 (3.13%) SAS
2 1 (3.13%) SharePoint
Applications
1 8 (25.00%) Microsoft Excel
Cloud Services
1 7 (21.88%) GitHub
2 6 (18.75%) Amazon AWS
3 2 (6.25%) Microsoft Azure
4 1 (3.13%) Amazon S3
4 1 (3.13%) Cortana Intelligence Suite
Database & Business Intelligence
1 19 (59.38%) MySQL
1 19 (59.38%) PostgreSQL
2 18 (56.25%) NoSQL
3 11 (34.38%) SQL Server
4 10 (31.25%) HBase
4 10 (31.25%) Redis
5 5 (15.63%) RDBMS
5 5 (15.63%) Relational Database
6 4 (12.50%) Data Warehouse
7 3 (9.38%) Apache Cassandra
7 3 (9.38%) Hadoop
8 2 (6.25%) Amazon Redshift
8 2 (6.25%) Big Data
8 2 (6.25%) DB2
9 1 (3.13%) Aerospike
9 1 (3.13%) Apache Hive
9 1 (3.13%) Neo4j
9 1 (3.13%) Power BI
9 1 (3.13%) SQL Server 2014
9 1 (3.13%) SQL Server Reporting Services
Development Applications
1 18 (56.25%) Git (software)
2 8 (25.00%) Subversion
3 2 (6.25%) Cucumber
3 2 (6.25%) JUnit
3 2 (6.25%) Selenium
4 1 (3.13%) Jenkins
General
1 2 (6.25%) Advertising
1 2 (6.25%) Finance
1 2 (6.25%) Marketing
Job Titles
1 18 (56.25%) Developer
2 8 (25.00%) .NET Developer
2 8 (25.00%) VB.NET Developer
3 5 (15.63%) Data Scientist
3 5 (15.63%) Software Engineer
4 4 (12.50%) Java Engineer
4 4 (12.50%) Web Developer
5 3 (9.38%) Java Developer
6 2 (6.25%) Java Software Engineer
6 2 (6.25%) Lead Software Design Engineer
6 2 (6.25%) Lead Software Engineer
6 2 (6.25%) Senior Software Engineer
6 2 (6.25%) Software Design Engineer
6 2 (6.25%) Software Developer
7 1 (3.13%) Administrator
7 1 (3.13%) Analyst
7 1 (3.13%) Asset Management Analyst
7 1 (3.13%) Data Analyst
7 1 (3.13%) DBA
7 1 (3.13%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 8 (25.00%) .NET
2 7 (21.88%) Node.js
2 7 (21.88%) RESTful
3 5 (15.63%) CSS
3 5 (15.63%) HTML
4 4 (12.50%) AngularJS
4 4 (12.50%) Hibernate
4 4 (12.50%) HTML5
4 4 (12.50%) MLlib
4 4 (12.50%) NumPy
4 4 (12.50%) SciPy
4 4 (12.50%) Spring
5 2 (6.25%) Backbone.js
5 2 (6.25%) CSS3
5 2 (6.25%) Ember.js
5 2 (6.25%) KnockoutJS
5 2 (6.25%) Natural Language Processing
5 2 (6.25%) React
5 2 (6.25%) Spring Boot
5 2 (6.25%) Twitter Bootstrap
Miscellaneous
1 8 (25.00%) Virtual Team
2 2 (6.25%) Algorithms
2 2 (6.25%) Analytical Skills
2 2 (6.25%) Computer Science
2 2 (6.25%) Greenfield Project
Operating Systems
1 8 (25.00%) Windows
2 2 (6.25%) Linux
Processes & Methodologies
1 8 (25.00%) Problem-Solving
1 8 (25.00%) Task Automation
2 7 (21.88%) Machine Learning
2 7 (21.88%) Web Development
3 6 (18.75%) Agile Software Development
3 6 (18.75%) Analytics
3 6 (18.75%) Mathematics
3 6 (18.75%) SDLC
4 5 (15.63%) Data Science
4 5 (15.63%) ETL
4 5 (15.63%) Scrum
4 5 (15.63%) Software Engineering
4 5 (15.63%) Visualisation
5 4 (12.50%) Applied Mathematics
5 4 (12.50%) Creative Thinking
5 4 (12.50%) DevOps
5 4 (12.50%) Operations Research
5 4 (12.50%) Statistical Analysis
5 4 (12.50%) Statistics
5 4 (12.50%) TDD
Programming Languages
1 26 (81.25%) SQL
2 19 (59.38%) JavaScript
3 18 (56.25%) Java
4 16 (50.00%) Python
5 11 (34.38%) PHP
6 9 (28.13%) PowerShell
7 8 (25.00%) Bash Shell
7 8 (25.00%) C
7 8 (25.00%) C#
7 8 (25.00%) C++
7 8 (25.00%) Perl
7 8 (25.00%) VB
7 8 (25.00%) VB.NET
7 8 (25.00%) VBA
8 5 (15.63%) R
9 2 (6.25%) Java 8
9 2 (6.25%) Scala
Qualifications
1 4 (12.50%) Degree
2 1 (3.13%) MCDBA
2 1 (3.13%) MCITP
2 1 (3.13%) Microsoft Certification
2 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 1 (3.13%) Data Quality
1 1 (3.13%) Dodd-Frank
1 1 (3.13%) EMIR
1 1 (3.13%) FATCA
1 1 (3.13%) MiFID
1 1 (3.13%) Solvency II
System Software
1 1 (3.13%) Docker
Vendors
1 10 (31.25%) Oracle
2 9 (28.13%) Microsoft
3 2 (6.25%) Sybase
3 2 (6.25%) Vertica
4 1 (3.13%) Apple
4 1 (3.13%) CA
4 1 (3.13%) Google
4 1 (3.13%) IBM
4 1 (3.13%) Tableau