Period
to 22 August 2019

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 22 August 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
UK > Scotland
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 137 96 133
Rank change year-on-year -41 +37 +21
Contract jobs citing MongoDB 39 120 47
As % of all contract IT jobs advertised in Scotland 0.88% 2.18% 1.08%
As % of the Database & Business Intelligence category 4.15% 10.30% 5.04%
Number of daily rates quoted 24 73 28
Scotland median daily rate £450 £400 £378
Median daily rate % change year-on-year +12.50% +5.96% +0.67%
10th Percentile £313 £309 £333
90th Percentile £543 £574 £490
UK median daily rate £525 £525 £475
% change year-on-year - +10.53% -
Number of hourly rates quoted 0 1 0
Scotland median hourly rate - £35.00 -
UK median hourly rate £56.00 £35.00 £47.50
% change year-on-year +60.00% -26.32% +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 contract job vacancies advertised in Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Contract vacancies with a requirement for database or business intelligence skills 939 1,165 932
As % of all contract IT jobs advertised in Scotland 21.22% 21.17% 21.49%
Number of daily rates quoted 503 676 497
Scotland median daily rate £425 £401 £388
Median daily rate % change year-on-year +5.92% +3.55% +6.90%
10th Percentile £313 £281 £273
90th Percentile £575 £538 £525
UK median daily rate £475 £463 £450
% change year-on-year +2.54% +2.94% +5.88%
Number of hourly rates quoted 9 5 12
Scotland median hourly rate £25.00 £16.25 £45.31
Median hourly rate % change year-on-year +53.85% -64.14% +25.86%
10th Percentile £9.84 £10.08 £19.38
90th Percentile £35.00 £34.50 £195.00
UK median hourly rate £35.00 £28.75 £31.00
% change year-on-year +21.74% -7.26% +8.77%

MongoDB
Job Vacancy Trend in Scotland

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

Job vacancy trend for MongoDB in Scotland

MongoDB
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for MongoDB in Scotland

MongoDB
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing MongoDB in Scotland over the 6 months to 22 August 2019.

Contractor daily rate histogram for MongoDB in Scotland

MongoDB
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the Scotland region over the 6 months to 22 August 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -32 23 £450 +2.86% 6
Edinburgh -1 15 £475 +31.03% 10
MongoDB
UK

For the 6 months to 22 August 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 Scotland region with a requirement for MongoDB.

1 27 (69.23%) NoSQL
2 19 (48.72%) AWS
3 17 (43.59%) Java
3 17 (43.59%) Relational Database
4 16 (41.03%) JavaScript
5 14 (35.90%) Python
5 14 (35.90%) RDBMS
5 14 (35.90%) AngularJS
6 13 (33.33%) Agile Software Development
7 12 (30.77%) Apache Cassandra
7 12 (30.77%) Django
7 12 (30.77%) Hadoop
8 11 (28.21%) Unix
8 11 (28.21%) Microservices
9 10 (25.64%) Apache Spark
9 10 (25.64%) Algorithms
9 10 (25.64%) Problem-Solving
9 10 (25.64%) Azure
10 9 (23.08%) Machine Learning
10 9 (23.08%) Spring
11 8 (20.51%) HTML
11 8 (20.51%) OO
11 8 (20.51%) MySQL
11 8 (20.51%) MapReduce
11 8 (20.51%) Natural Language Processing
11 8 (20.51%) R
11 8 (20.51%) Apache Hive
11 8 (20.51%) NumPy
11 8 (20.51%) CouchDB
11 8 (20.51%) Data Protection

MongoDB
Co-occurring IT Skills in Scotland 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 10 (25.64%) Apache Spark
2 3 (7.69%) CMS
3 2 (5.13%) JBoss
3 2 (5.13%) Jetty
3 2 (5.13%) Tomcat
3 2 (5.13%) WebLogic
4 1 (2.56%) Gunicorn
4 1 (2.56%) Umbraco
Applications
1 2 (5.13%) Microsoft Excel
Cloud Services
1 19 (48.72%) AWS
2 10 (25.64%) Azure
3 8 (20.51%) Cloud Computing
4 3 (7.69%) Amazon EC2
5 1 (2.56%) Amazon S3
5 1 (2.56%) AWS Lambda
5 1 (2.56%) OpenShift
5 1 (2.56%) Serverless
Database & Business Intelligence
1 27 (69.23%) NoSQL
2 17 (43.59%) Relational Database
3 14 (35.90%) RDBMS
4 12 (30.77%) Apache Cassandra
4 12 (30.77%) Hadoop
5 8 (20.51%) Apache Hive
5 8 (20.51%) Big Data
5 8 (20.51%) CouchDB
5 8 (20.51%) Impala
5 8 (20.51%) MySQL
6 3 (7.69%) DB2
7 2 (5.13%) Amazon DynamoDB
7 2 (5.13%) Data Warehouse
7 2 (5.13%) MarkLogic
7 2 (5.13%) Redis
7 2 (5.13%) Riak
7 2 (5.13%) SQL Server
8 1 (2.56%) IBM InfoSphere
8 1 (2.56%) Oracle Database
8 1 (2.56%) Oracle Database 12c
Development Applications
1 5 (12.82%) Git (software)
2 4 (10.26%) Jenkins
3 3 (7.69%) SonarQube
4 2 (5.13%) GoCD
4 2 (5.13%) Gradle
4 2 (5.13%) IntelliJ
4 2 (5.13%) JUnit
4 2 (5.13%) Maven
4 2 (5.13%) Mockito
4 2 (5.13%) TeamCity
5 1 (2.56%) GitLab
5 1 (2.56%) JIRA
5 1 (2.56%) Oracle Forms
5 1 (2.56%) Visual Studio
General
1 6 (15.38%) Banking
2 4 (10.26%) Finance
2 4 (10.26%) Investment Banking
3 2 (5.13%) Retail
4 1 (2.56%) Financial Institution
4 1 (2.56%) Public Sector
Job Titles
1 24 (61.54%) Developer
2 11 (28.21%) Java Developer
3 10 (25.64%) Python Developer
4 6 (15.38%) Hadoop Developer
5 5 (12.82%) Architect
5 5 (12.82%) Scala Developer
6 4 (10.26%) Full Stack Developer
7 3 (7.69%) Data Architect
7 3 (7.69%) Node.js Developer
7 3 (7.69%) Senior Architect
7 3 (7.69%) Technical Leader
8 2 (5.13%) AWS Developer
8 2 (5.13%) Big Data Developer
8 2 (5.13%) HTML Developer
8 2 (5.13%) JavaScript Developer
8 2 (5.13%) Python Engineer
8 2 (5.13%) React Developer
8 2 (5.13%) Senior Data Architect
8 2 (5.13%) Solutions Architect
8 2 (5.13%) Technical Design Leader
Libraries, Frameworks & Software Standards
1 14 (35.90%) AngularJS
2 12 (30.77%) Django
3 9 (23.08%) Spring
4 8 (20.51%) Flask
4 8 (20.51%) HTML
4 8 (20.51%) MLlib
4 8 (20.51%) Natural Language Processing
4 8 (20.51%) NumPy
4 8 (20.51%) Pyramid
4 8 (20.51%) scikit-learn
5 6 (15.38%) CSS
5 6 (15.38%) HTML5
5 6 (15.38%) React
5 6 (15.38%) Spring Boot
6 5 (12.82%) Node.js
6 5 (12.82%) REST
7 4 (10.26%) .NET
7 4 (10.26%) CSS3
7 4 (10.26%) Kafka
7 4 (10.26%) Twitter Bootstrap
Miscellaneous
1 10 (25.64%) Algorithms
2 2 (5.13%) Analytical Skills
2 2 (5.13%) Data Structures
2 2 (5.13%) Public Cloud
2 2 (5.13%) Replication
3 1 (2.56%) Equity Derivative
3 1 (2.56%) Greenfield Project
3 1 (2.56%) Mainframe
3 1 (2.56%) User Experience
3 1 (2.56%) VSAM
Operating Systems
1 11 (28.21%) Unix
2 5 (12.82%) Linux
Processes & Methodologies
1 13 (33.33%) Agile Software Development
2 11 (28.21%) Microservices
3 10 (25.64%) Problem-Solving
4 9 (23.08%) Machine Learning
5 8 (20.51%) Data Protection
5 8 (20.51%) Decision Tree
5 8 (20.51%) Deep Learning
5 8 (20.51%) DevOps
5 8 (20.51%) MapReduce
5 8 (20.51%) OO
6 7 (17.95%) TDD
7 6 (15.38%) Test Automation
8 5 (12.82%) Technical Architecture
9 4 (10.26%) Functional Testing
10 3 (7.69%) Analytics
10 3 (7.69%) Continuous Delivery
10 3 (7.69%) Digital Transformation Programme
10 3 (7.69%) Fintech
10 3 (7.69%) Mentoring
10 3 (7.69%) Technical Leadership
Programming Languages
1 17 (43.59%) Java
2 16 (41.03%) JavaScript
3 14 (35.90%) Python
4 8 (20.51%) R
5 7 (17.95%) Scala
6 6 (15.38%) SQL
7 3 (7.69%) Java 8
7 3 (7.69%) Perl
8 2 (5.13%) Bash Shell
8 2 (5.13%) C#
8 2 (5.13%) Clojure
8 2 (5.13%) ES6
8 2 (5.13%) PL/SQL
8 2 (5.13%) XQuery
9 1 (2.56%) C++
9 1 (2.56%) Go
9 1 (2.56%) Groovy
9 1 (2.56%) Ruby
9 1 (2.56%) Shell Script
9 1 (2.56%) VBA
Quality Assurance & Compliance
1 2 (5.13%) Disclosure Scotland
2 1 (2.56%) Data Quality
2 1 (2.56%) GDPR
System Software
1 8 (20.51%) HDFS
2 1 (2.56%) Docker
Systems Management
1 3 (7.69%) Ansible
2 2 (5.13%) Graphite
2 2 (5.13%) HAProxy
2 2 (5.13%) Icinga
Vendors
1 5 (12.82%) Oracle
2 2 (5.13%) Sybase
2 2 (5.13%) Talend
3 1 (2.56%) Cloudera
3 1 (2.56%) IBM
3 1 (2.56%) Informatica
3 1 (2.56%) Teradata
3 1 (2.56%) VMware