Period
to 17 July 2019

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for MongoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MongoDB over the 6 months to 17 July 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

MongoDB
Scotland > Edinburgh
6 months to
17 Jul 2019
Same period 2018 Same period 2017
Rank 99 96 91
Rank change year-on-year -3 -5 +18
Contract jobs citing MongoDB 20 43 27
As % of all contract IT jobs advertised in Edinburgh 0.85% 1.42% 1.21%
As % of the Database & Business Intelligence category 4.67% 8.35% 6.77%
Number of daily rates quoted 11 30 11
Edinburgh median daily rate £450 £369 £400
Median daily rate % change year-on-year +22.03% -7.81% +2.56%
10th Percentile £400 £312 £338
90th Percentile £525 £544 £525
Scotland median daily rate £440 £400 £400
% change year-on-year +10.00% - +6.67%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - £35.00 -

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 428 515 399
As % of all contract IT jobs advertised in Edinburgh 18.14% 17.06% 17.83%
Number of daily rates quoted 201 295 217
Edinburgh median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% -3.85%
10th Percentile £325 £310 £262
90th Percentile £575 £544 £525
Scotland median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 1 1 6
Edinburgh median hourly rate £15.00 £111.50 £43.39
Median hourly rate % change year-on-year -86.55% +156.97% +189.27%
10th Percentile £14.50 £111.25 £40.32
90th Percentile £15.50 £111.75 £49.70
Scotland median hourly rate £27.50 £24.38 £43.39
% change year-on-year +12.82% -43.82% +20.53%

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
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing MongoDB in Edinburgh.

Contractor daily rate trend for MongoDB in Edinburgh

MongoDB
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing MongoDB in Edinburgh over the 6 months to 17 July 2019.

Contractor daily rate histogram for MongoDB in Edinburgh

For the 6 months to 17 July 2019, IT contractor 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 contract job ads across the Edinburgh region with a requirement for MongoDB.

1 15 (75.00%) NoSQL
2 14 (70.00%) Agile Software Development
3 12 (60.00%) DevOps
4 11 (55.00%) Microservices
4 11 (55.00%) MySQL
5 10 (50.00%) Test Automation
5 10 (50.00%) React
5 10 (50.00%) Relational Database
5 10 (50.00%) Node.js
6 9 (45.00%) Java
6 9 (45.00%) RDBMS
7 8 (40.00%) CSS
7 8 (40.00%) Functional Testing
7 8 (40.00%) Apache Cassandra
8 7 (35.00%) AngularJS
8 7 (35.00%) MEAN Stack
8 7 (35.00%) Python
8 7 (35.00%) JavaScript
8 7 (35.00%) HTML
8 7 (35.00%) Amazon AWS
9 6 (30.00%) HTML5
9 6 (30.00%) Banking
9 6 (30.00%) Oracle
9 6 (30.00%) CSS3
9 6 (30.00%) Twitter Bootstrap
10 5 (25.00%) Spring Boot
10 5 (25.00%) Spring
11 4 (20.00%) TDD
11 4 (20.00%) Investment Banking
11 4 (20.00%) Django

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 1 (5.00%) Apache
1 1 (5.00%) Apache Spark
1 1 (5.00%) Confluence
1 1 (5.00%) Gunicorn
1 1 (5.00%) nginx
Cloud Services
1 7 (35.00%) Amazon AWS
2 3 (15.00%) OpenShift
3 2 (10.00%) Amazon EC2
3 2 (10.00%) Microsoft Azure
3 2 (10.00%) Serverless
4 1 (5.00%) Amazon S3
4 1 (5.00%) AWS Lambda
4 1 (5.00%) Slack
Database & Business Intelligence
1 15 (75.00%) NoSQL
2 11 (55.00%) MySQL
3 10 (50.00%) Relational Database
4 9 (45.00%) RDBMS
5 8 (40.00%) Apache Cassandra
6 4 (20.00%) PostgreSQL
7 2 (10.00%) Amazon DynamoDB
8 1 (5.00%) Big Data
8 1 (5.00%) Hadoop
8 1 (5.00%) MarkLogic
8 1 (5.00%) SQLite
Development Applications
1 3 (15.00%) Git (software)
1 3 (15.00%) SonarQube
2 2 (10.00%) GitLab
2 2 (10.00%) Gradle
2 2 (10.00%) IntelliJ
2 2 (10.00%) Jenkins
2 2 (10.00%) JUnit
2 2 (10.00%) Maven
2 2 (10.00%) Mockito
3 1 (5.00%) Bitbucket
3 1 (5.00%) git-flow
3 1 (5.00%) JIRA
General
1 6 (30.00%) Banking
2 4 (20.00%) Investment Banking
Job Titles
1 14 (70.00%) Developer
2 9 (45.00%) Full Stack Developer
3 6 (30.00%) Java Developer
3 6 (30.00%) Node.js Developer
4 4 (20.00%) React Developer
5 2 (10.00%) AWS Developer
5 2 (10.00%) HTML CSS Developer
5 2 (10.00%) HTML Developer
5 2 (10.00%) JavaScript Developer
5 2 (10.00%) Monitoring Engineer
5 2 (10.00%) Python Developer
5 2 (10.00%) Python Engineer
6 1 (5.00%) Cloud Developer
6 1 (5.00%) Data Architect
6 1 (5.00%) DevOps Developer
6 1 (5.00%) Django Developer
6 1 (5.00%) Python/Django Developer
6 1 (5.00%) Senior Architect
6 1 (5.00%) Senior Data Architect
6 1 (5.00%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 10 (50.00%) Node.js
1 10 (50.00%) React
2 8 (40.00%) CSS
3 7 (35.00%) AngularJS
3 7 (35.00%) HTML
3 7 (35.00%) MEAN Stack
4 6 (30.00%) CSS3
4 6 (30.00%) HTML5
4 6 (30.00%) Twitter Bootstrap
5 5 (25.00%) Spring
5 5 (25.00%) Spring Boot
6 4 (20.00%) Django
6 4 (20.00%) REST
7 3 (15.00%) JSON
8 2 (10.00%) Elastic Stack
8 2 (10.00%) Middleware
8 2 (10.00%) RESTful
8 2 (10.00%) Sass
8 2 (10.00%) SOAP
8 2 (10.00%) Swagger
Miscellaneous
1 2 (10.00%) Algorithms
1 2 (10.00%) Data Centre
1 2 (10.00%) Data Structures
1 2 (10.00%) User Experience
2 1 (5.00%) Analytical Skills
2 1 (5.00%) Replication
Operating Systems
1 4 (20.00%) Linux
2 2 (10.00%) Solaris
2 2 (10.00%) Unix
2 2 (10.00%) Windows
Processes & Methodologies
1 14 (70.00%) Agile Software Development
2 12 (60.00%) DevOps
3 11 (55.00%) Microservices
4 10 (50.00%) Test Automation
5 8 (40.00%) Functional Testing
6 4 (20.00%) Kanban
6 4 (20.00%) TDD
7 3 (15.00%) BDD
7 3 (15.00%) Code Coverage
7 3 (15.00%) Unit Testing
8 2 (10.00%) Collaborative Working
8 2 (10.00%) Dashboard Development
8 2 (10.00%) Decision-Making
8 2 (10.00%) Digital Banking
8 2 (10.00%) Kalman Filter
8 2 (10.00%) Machine Learning
8 2 (10.00%) Proactive Monitoring
8 2 (10.00%) Scrum
8 2 (10.00%) Security Monitoring
8 2 (10.00%) Web Development
Programming Languages
1 9 (45.00%) Java
2 7 (35.00%) JavaScript
2 7 (35.00%) Python
3 3 (15.00%) Bash Shell
3 3 (15.00%) Java 8
3 3 (15.00%) Perl
4 2 (10.00%) ES6
4 2 (10.00%) PowerShell
4 2 (10.00%) SQL
5 1 (5.00%) PHP
5 1 (5.00%) PL/SQL
5 1 (5.00%) XQuery
System Software
1 3 (15.00%) Docker
Systems Management
1 2 (10.00%) Consul
1 2 (10.00%) PowerCLI
1 2 (10.00%) Prometheus
2 1 (5.00%) Ansible
Vendors
1 6 (30.00%) Oracle
2 1 (5.00%) Talend
2 1 (5.00%) VMware