Period
to 16 November 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 16 November 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
16 Nov 2019
Same period 2018 Same period 2017
Rank 86 74 118
Rank change year-on-year -12 +44 -5
Contract jobs citing MongoDB 23 65 20
As % of all contract IT jobs advertised in Edinburgh 1.16% 2.23% 0.69%
As % of the Database & Business Intelligence category 6.18% 12.52% 3.74%
Number of daily rates quoted 10 38 13
Edinburgh median daily rate £488 £400 £388
Median daily rate % change year-on-year +21.88% +3.23% +3.33%
10th Percentile £413 £313 £326
90th Percentile £539 £531 £450
Scotland median daily rate £498 £415 £380
% change year-on-year +20.06% +9.21% +1.33%
Number of hourly rates quoted 0 1 0
Edinburgh median hourly rate - £35.00 -
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 372 519 535
As % of all contract IT jobs advertised in Edinburgh 18.84% 17.80% 18.45%
Number of daily rates quoted 172 285 285
Edinburgh median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% - +8.47%
10th Percentile £325 £313 £300
90th Percentile £575 £575 £525
Scotland median daily rate £450 £400 £395
% change year-on-year +12.50% +1.27% +12.86%
Number of hourly rates quoted 4 2 2
Edinburgh median hourly rate £28.75 £25.25 £43.39
Median hourly rate % change year-on-year +13.86% -41.81% -12.56%
Scotland median hourly rate £35.00 £32.50 £43.39
% change year-on-year +7.69% -25.10% +3.31%

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

For the 6 months to 16 November 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 19 (82.61%) NoSQL
2 16 (69.57%) Java
3 15 (65.22%) JavaScript
4 14 (60.87%) DevOps
5 13 (56.52%) REST
5 13 (56.52%) HTML
5 13 (56.52%) CSS
6 12 (52.17%) AngularJS
6 12 (52.17%) React
7 11 (47.83%) Python
7 11 (47.83%) Spring
8 10 (43.48%) PostgreSQL
8 10 (43.48%) Docker
8 10 (43.48%) Spring Boot
9 9 (39.13%) Flask
9 9 (39.13%) Jenkins
9 9 (39.13%) Test Automation
9 9 (39.13%) Java 8
10 8 (34.78%) Public Sector
10 8 (34.78%) Node.js
11 7 (30.43%) AWS
12 6 (26.09%) Agile Software Development
12 6 (26.09%) OpenShift
12 6 (26.09%) Kafka
13 5 (21.74%) Apache Cassandra
13 5 (21.74%) Microservices
13 5 (21.74%) Kubernetes
13 5 (21.74%) Unit Testing
13 5 (21.74%) Oracle
14 4 (17.39%) .NET

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 4 (17.39%) Apache Spark
Applications
1 1 (4.35%) Microsoft Excel
Cloud Services
1 7 (30.43%) AWS
2 6 (26.09%) OpenShift
3 4 (17.39%) Azure
3 4 (17.39%) GCP
4 1 (4.35%) Amazon EC2
4 1 (4.35%) AWS Lambda
4 1 (4.35%) Serverless
Database & Business Intelligence
1 19 (82.61%) NoSQL
2 10 (43.48%) PostgreSQL
3 5 (21.74%) Apache Cassandra
4 4 (17.39%) Big Data
4 4 (17.39%) MarkLogic
4 4 (17.39%) MySQL
4 4 (17.39%) RDBMS
4 4 (17.39%) Relational Database
5 3 (13.04%) Hadoop
6 1 (4.35%) Data Lake
6 1 (4.35%) Data Warehouse
6 1 (4.35%) DataStage
6 1 (4.35%) DB2
6 1 (4.35%) FoundationDB
6 1 (4.35%) IBM InfoSphere
6 1 (4.35%) InfluxDB
6 1 (4.35%) SQL Server
Development Applications
1 9 (39.13%) Jenkins
2 1 (4.35%) SonarQube
General
1 8 (34.78%) Public Sector
2 3 (13.04%) Finance
3 2 (8.70%) Banking
Job Titles
1 13 (56.52%) Developer
2 10 (43.48%) Senior Developer
3 6 (26.09%) Java Developer
3 6 (26.09%) Senior Java Developer
4 4 (17.39%) Architect
4 4 (17.39%) Data Architect
4 4 (17.39%) Full Stack Developer
5 3 (13.04%) Node.js Developer
5 3 (13.04%) Senior Architect
5 3 (13.04%) Senior Data Architect
6 2 (8.70%) HTML CSS Developer
6 2 (8.70%) HTML Developer
6 2 (8.70%) JavaScript Developer
6 2 (8.70%) Python Developer
6 2 (8.70%) React Developer
6 2 (8.70%) Senior Python Developer
7 1 (4.35%) Consultant
7 1 (4.35%) Data Engineer
7 1 (4.35%) Junior
7 1 (4.35%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 13 (56.52%) CSS
1 13 (56.52%) HTML
1 13 (56.52%) REST
2 12 (52.17%) AngularJS
2 12 (52.17%) React
3 11 (47.83%) Spring
4 10 (43.48%) Spring Boot
5 9 (39.13%) Flask
6 8 (34.78%) Node.js
7 6 (26.09%) Kafka
8 4 (17.39%) .NET
8 4 (17.39%) CSS3
8 4 (17.39%) HTML5
8 4 (17.39%) MEAN Stack
8 4 (17.39%) Twitter Bootstrap
9 3 (13.04%) RabbitMQ
9 3 (13.04%) Vue.js
10 2 (8.70%) OAuth
10 2 (8.70%) OAuth2
10 2 (8.70%) Spring Security
Miscellaneous
1 3 (13.04%) Replication
2 2 (8.70%) User Experience
3 1 (4.35%) Mainframe
3 1 (4.35%) VSAM
Operating Systems
1 2 (8.70%) Linux
2 1 (4.35%) Unix
Processes & Methodologies
1 14 (60.87%) DevOps
2 9 (39.13%) Test Automation
3 6 (26.09%) Agile Software Development
4 5 (21.74%) Microservices
4 5 (21.74%) Unit Testing
5 4 (17.39%) Analytics
5 4 (17.39%) Functional Testing
5 4 (17.39%) Service Design
6 3 (13.04%) Digital Transformation Programme
6 3 (13.04%) Fintech
6 3 (13.04%) Full Text Search
6 3 (13.04%) Infrastructure Management
6 3 (13.04%) Technical Architecture
6 3 (13.04%) Use Case
7 2 (8.70%) Code Coverage
7 2 (8.70%) Data Architecture
7 2 (8.70%) ETL
7 2 (8.70%) Requirements Analysis
7 2 (8.70%) Responsive Web Design
8 1 (4.35%) Migration
Programming Languages
1 16 (69.57%) Java
2 15 (65.22%) JavaScript
3 11 (47.83%) Python
4 9 (39.13%) Java 8
5 4 (17.39%) ES6
5 4 (17.39%) XQuery
6 2 (8.70%) SQL
7 1 (4.35%) Bash Shell
7 1 (4.35%) Clojure
7 1 (4.35%) ClojureScript
7 1 (4.35%) Go
7 1 (4.35%) Kotlin
7 1 (4.35%) Perl
7 1 (4.35%) PL/SQL
7 1 (4.35%) Shell Script
Quality Assurance & Compliance
1 1 (4.35%) Data Quality
1 1 (4.35%) GDPR
System Software
1 10 (43.48%) Docker
Systems Management
1 5 (21.74%) Kubernetes
2 2 (8.70%) Ansible
3 1 (4.35%) Consul
3 1 (4.35%) Terraform
Vendors
1 5 (21.74%) Oracle
2 4 (17.39%) Google
2 4 (17.39%) Talend
3 1 (4.35%) Cloudera
3 1 (4.35%) Confluent
3 1 (4.35%) IBM
3 1 (4.35%) Informatica
3 1 (4.35%) Teradata
3 1 (4.35%) VMware