Period
to 20 July 2019

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 20 July 2019 with a comparison to the same period in the previous 2 years.

MongoDB
6 months to
20 Jul 2019
Same period 2018 Same period 2017
Rank 119 122 131
Rank change year-on-year +3 +9 +25
Permanent jobs citing MongoDB 54 89 94
As % of all permanent IT jobs advertised in Leeds 1.74% 1.87% 1.85%
As % of the Database & Business Intelligence category 6.33% 7.30% 5.77%
Number of salaries quoted 52 75 60
Leeds median annual salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.53% -5.00% +5.26%
10th Percentile £41,508 £35,000 £34,750
90th Percentile £65,960 £59,000 £80,000
West Yorkshire median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +5.26%

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 853 1,220 1,629
As % of all permanent IT jobs advertised in Leeds 27.47% 25.64% 32.05%
Number of salaries quoted 782 1,017 1,450
Leeds median annual salary £45,000 £45,000 £43,750
Median salary % change year-on-year - +2.86% +9.38%
10th Percentile £31,250 £31,250 £28,750
90th Percentile £64,750 £65,000 £62,500
West Yorkshire median annual salary £44,750 £45,000 £42,500
% change year-on-year -0.56% +5.88% +6.25%

MongoDB
Job Vacancy Trend in Leeds

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

Job vacancy trend for MongoDB in Leeds

MongoDB
Salary Trend in Leeds

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

Salary trend for MongoDB in Leeds

MongoDB
Salary Histogram in Leeds

The salary distribution of IT jobs citing MongoDB in Leeds over the 6 months to 20 July 2019.

Salary histogram for MongoDB in Leeds

For the 6 months to 20 July 2019, 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 Leeds region with a requirement for MongoDB.

1 34 (62.96%) Agile Software Development
1 34 (62.96%) Kafka
2 30 (55.56%) DevOps
2 30 (55.56%) MySQL
3 29 (53.70%) NoSQL
4 27 (50.00%) Docker
5 26 (48.15%) Kubernetes
5 26 (48.15%) Java
5 26 (48.15%) JavaScript
6 25 (46.30%) Software Engineering
7 24 (44.44%) Amazon AWS
8 22 (40.74%) Microservices
8 22 (40.74%) Opscode Chef
9 19 (35.19%) RabbitMQ
9 19 (35.19%) Apache Cassandra
9 19 (35.19%) Node.js
9 19 (35.19%) Scala
10 18 (33.33%) React
11 17 (31.48%) Spring
12 15 (27.78%) Git (software)
12 15 (27.78%) HTML
12 15 (27.78%) CSS
13 14 (25.93%) Continuous Integration
13 14 (25.93%) Spring Boot
13 14 (25.93%) Jenkins
14 13 (24.07%) Java 8
15 12 (22.22%) Kotlin
15 12 (22.22%) GitHub
15 12 (22.22%) Riak
15 12 (22.22%) Hadoop

MongoDB
Co-occurring IT Skills in Leeds 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 (16.67%) Apache Spark
2 3 (5.56%) IIS
2 3 (5.56%) Tomcat
3 2 (3.70%) Apache
3 2 (3.70%) Cloud Foundry
3 2 (3.70%) ColdFusion
3 2 (3.70%) Confluence
3 2 (3.70%) Mule
4 1 (1.85%) Elasticsearch
4 1 (1.85%) Oracle SOA Suite
4 1 (1.85%) WebLogic Portal
Cloud Services
1 24 (44.44%) Amazon AWS
2 12 (22.22%) GitHub
3 2 (3.70%) Slack
3 2 (3.70%) Yarn
4 1 (1.85%) Amazon Kinesis
4 1 (1.85%) Amazon SageMaker
4 1 (1.85%) AWS CloudFormation
4 1 (1.85%) NuGet
Database & Business Intelligence
1 30 (55.56%) MySQL
2 29 (53.70%) NoSQL
3 19 (35.19%) Apache Cassandra
4 12 (22.22%) Hadoop
4 12 (22.22%) Riak
5 11 (20.37%) Big Data
6 10 (18.52%) Apache Hive
7 8 (14.81%) SQL Server
7 8 (14.81%) Sqoop
8 7 (12.96%) HBase
9 3 (5.56%) Amazon DynamoDB
9 3 (5.56%) SQL Server 2012
10 2 (3.70%) Amazon Aurora
10 2 (3.70%) Amazon Redshift
10 2 (3.70%) Data Lake
10 2 (3.70%) Data Warehouse
10 2 (3.70%) DB2
10 2 (3.70%) Redis
10 2 (3.70%) Relational Database
10 2 (3.70%) Spark SQL
Development Applications
1 15 (27.78%) Git (software)
2 14 (25.93%) Jenkins
3 6 (11.11%) GitLab
4 3 (5.56%) JIRA
5 2 (3.70%) Babel
5 2 (3.70%) Cucumber
5 2 (3.70%) JUnit
5 2 (3.70%) Maven
5 2 (3.70%) Mocha
5 2 (3.70%) Selenium
5 2 (3.70%) SonarQube
5 2 (3.70%) Sonatype Nexus
5 2 (3.70%) webpack
6 1 (1.85%) Octopus Deploy
6 1 (1.85%) PHPUnit
6 1 (1.85%) Subversion
6 1 (1.85%) TeamCity
6 1 (1.85%) Visual Studio
General
1 10 (18.52%) Marketing
2 4 (7.41%) Finance
3 2 (3.70%) Banking
Job Titles
1 25 (46.30%) Software Engineer
2 14 (25.93%) Developer
3 9 (16.67%) Big Data Engineer
3 9 (16.67%) Data Engineer
4 7 (12.96%) Java Engineer
4 7 (12.96%) Java Software Engineer
4 7 (12.96%) Senior Software Engineer
5 6 (11.11%) Java Developer
5 6 (11.11%) Java Scala Software Engineer
5 6 (11.11%) Scala Software Engineer
6 4 (7.41%) Java Scala Developer
6 4 (7.41%) Java Software Developer
6 4 (7.41%) Scala Developer
6 4 (7.41%) Senior Data Engineer
6 4 (7.41%) Senior Developer
6 4 (7.41%) Software Developer
7 2 (3.70%) Architect
7 2 (3.70%) Python Developer
7 2 (3.70%) Ruby Developer
7 2 (3.70%) Senior SQL Server Developer
Libraries, Frameworks & Software Standards
1 34 (62.96%) Kafka
2 19 (35.19%) Node.js
2 19 (35.19%) RabbitMQ
3 18 (33.33%) React
4 17 (31.48%) Spring
5 15 (27.78%) CSS
5 15 (27.78%) HTML
6 14 (25.93%) Spring Boot
7 10 (18.52%) jQuery
8 8 (14.81%) WebSockets
8 8 (14.81%) XHTML
9 6 (11.11%) AngularJS
10 5 (9.26%) REST
11 4 (7.41%) JSON
12 3 (5.56%) .NET Framework
12 3 (5.56%) ASP.NET Web API
12 3 (5.56%) CSS3
12 3 (5.56%) Entity Framework
12 3 (5.56%) HTML5
12 3 (5.56%) Laravel
Miscellaneous
1 8 (14.81%) Greenfield Project
2 4 (7.41%) Mobile App
3 2 (3.70%) Online Banking
3 2 (3.70%) User Experience
4 1 (1.85%) Analytical Skills
4 1 (1.85%) Mainframe
4 1 (1.85%) Self-Motivation
Operating Systems
1 9 (16.67%) Unix
2 5 (9.26%) Linux
3 4 (7.41%) Windows
4 3 (5.56%) Windows Server 2008
4 3 (5.56%) Windows Server 2012
5 1 (1.85%) AIX
Processes & Methodologies
1 34 (62.96%) Agile Software Development
2 30 (55.56%) DevOps
3 25 (46.30%) Software Engineering
4 22 (40.74%) Microservices
5 14 (25.93%) Continuous Integration
6 12 (22.22%) TDD
7 11 (20.37%) Mentoring
8 10 (18.52%) Analytics
8 10 (18.52%) Coaching
9 9 (16.67%) Data Engineering
9 9 (16.67%) ETL
9 9 (16.67%) SDLC
10 8 (14.81%) E-Commerce
10 8 (14.81%) High Availability
10 8 (14.81%) Machine Learning
10 8 (14.81%) Waterfall
11 7 (12.96%) Project Management
12 6 (11.11%) Continuous Improvement
12 6 (11.11%) Mobile Development
12 6 (11.11%) Technical Leadership
Programming Languages
1 26 (48.15%) Java
1 26 (48.15%) JavaScript
2 19 (35.19%) Scala
3 13 (24.07%) Java 8
4 12 (22.22%) Kotlin
5 11 (20.37%) PHP
5 11 (20.37%) Python
6 10 (18.52%) SQL
7 8 (14.81%) TypeScript
8 3 (5.56%) C#
8 3 (5.56%) Ruby
9 2 (3.70%) ES6
9 2 (3.70%) Groovy
10 1 (1.85%) PHP 7
10 1 (1.85%) PowerShell
Qualifications
1 1 (1.85%) Degree
Quality Assurance & Compliance
1 3 (5.56%) QA
2 2 (3.70%) WCAG
System Software
1 27 (50.00%) Docker
2 9 (16.67%) HDFS
3 8 (14.81%) Apache Flume
Systems Management
1 26 (48.15%) Kubernetes
2 22 (40.74%) Opscode Chef
3 8 (14.81%) Oozie
4 3 (5.56%) Terraform
5 2 (3.70%) Ansible
5 2 (3.70%) Graphite
5 2 (3.70%) Hadoop YARN
5 2 (3.70%) Puppet
6 1 (1.85%) Grafana
6 1 (1.85%) Kibana
Vendors
1 10 (18.52%) Oracle
2 8 (14.81%) Cloudera
3 2 (3.70%) AppDynamics
3 2 (3.70%) Cadence
3 2 (3.70%) Hortonworks
3 2 (3.70%) Microsoft
3 2 (3.70%) Splunk
4 1 (1.85%) BEA
4 1 (1.85%) IBM