Period
to 20 September 2018

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

MongoDB
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 128 133 192
Rank change year-on-year +5 +59 -50
Permanent jobs citing MongoDB 71 102 46
As % of all permanent IT jobs advertised in Leeds 1.70% 2.06% 0.82%
As % of the Database & Business Intelligence category 7.24% 6.64% 2.69%
Number of salaries quoted 61 68 40
Leeds median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% -
10th Percentile £35,000 £37,500 £32,500
90th Percentile £57,500 £75,750 £66,250
West Yorkshire median annual salary £47,500 £50,000 £47,500
% change year-on-year -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 981 1,537 1,711
As % of all permanent IT jobs advertised in Leeds 23.49% 31.04% 30.69%
Number of salaries quoted 810 1,337 1,435
Leeds median annual salary £46,000 £45,000 £40,000
Median salary % change year-on-year +2.22% +12.50% -
10th Percentile £31,250 £30,000 £27,850
90th Percentile £63,750 £62,500 £59,250
West Yorkshire median annual salary £45,000 £43,500 £40,000
% change year-on-year +3.45% +8.75% -

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 September 2018.

Salary histogram for MongoDB in Leeds

For the 6 months to 20 September 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 Leeds region with a requirement for MongoDB.

1 54 (76.06%) Agile Software Development
2 46 (64.79%) Java
3 43 (60.56%) JavaScript
3 43 (60.56%) Spring Boot
4 42 (59.15%) MySQL
5 41 (57.75%) Spring
6 35 (49.30%) Docker
7 33 (46.48%) TDD
7 33 (46.48%) Scala
8 31 (43.66%) Node.js
8 31 (43.66%) Kubernetes
9 29 (40.85%) NoSQL
10 28 (39.44%) Jenkins
11 27 (38.03%) React
11 27 (38.03%) Oracle
12 26 (36.62%) Amazon AWS
12 26 (36.62%) BDD
13 25 (35.21%) Java 8
14 24 (33.80%) HTML
14 24 (33.80%) CSS
15 22 (30.99%) AngularJS
16 20 (28.17%) Continuous Integration
17 18 (25.35%) Git (software)
17 18 (25.35%) Software Engineering
17 18 (25.35%) C#
17 18 (25.35%) Scrum
17 18 (25.35%) Apache Cassandra
17 18 (25.35%) DevOps
18 17 (23.94%) Microservices
18 17 (23.94%) Kotlin

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 5 (7.04%) Elasticsearch
1 5 (7.04%) Tomcat
2 2 (2.82%) Apache
2 2 (2.82%) BizTalk Server
2 2 (2.82%) Confluence
3 1 (1.41%) Apache Pig
3 1 (1.41%) Apache Spark
3 1 (1.41%) IIS
3 1 (1.41%) WildFly
Cloud Services
1 26 (36.62%) Amazon AWS
2 4 (5.63%) GitHub
2 4 (5.63%) Microsoft Azure
3 2 (2.82%) Google Cloud Platform
3 2 (2.82%) IaaS
3 2 (2.82%) Loggly
3 2 (2.82%) PaaS
3 2 (2.82%) Sumo Logic
4 1 (1.41%) Amazon EMR
4 1 (1.41%) Amazon Kinesis
4 1 (1.41%) Amazon S3
4 1 (1.41%) Amazon SageMaker
4 1 (1.41%) AWS Lambda
4 1 (1.41%) SaaS
4 1 (1.41%) Serverless
Communications & Networking
1 1 (1.41%) Kerberos
Database & Business Intelligence
1 42 (59.15%) MySQL
2 29 (40.85%) NoSQL
3 18 (25.35%) Apache Cassandra
4 16 (22.54%) Riak
5 7 (9.86%) SQL Server
6 6 (8.45%) Amazon Redshift
6 6 (8.45%) RavenDB
7 5 (7.04%) Relational Database
8 3 (4.23%) Amazon Aurora
8 3 (4.23%) Big Data
9 2 (2.82%) Amazon DynamoDB
9 2 (2.82%) Amazon RDS
9 2 (2.82%) Hadoop
9 2 (2.82%) Redis
10 1 (1.41%) Apache Hive
10 1 (1.41%) Couchbase
10 1 (1.41%) Data Warehouse
10 1 (1.41%) Pentaho
10 1 (1.41%) Snowflake Schema
10 1 (1.41%) SQL Server 2012
Development Applications
1 28 (39.44%) Jenkins
2 18 (25.35%) Git (software)
3 10 (14.08%) JIRA
4 8 (11.27%) Cucumber
5 6 (8.45%) Selenium
6 5 (7.04%) Maven
7 2 (2.82%) CA Release Automation
7 2 (2.82%) JUnit
8 1 (1.41%) Mocha
8 1 (1.41%) Visual Studio
8 1 (1.41%) Visual Studio Team System
General
1 2 (2.82%) Finance
1 2 (2.82%) Retail
2 1 (1.41%) Advertising
Job Titles
1 51 (71.83%) Developer
2 29 (40.85%) Java Developer
3 9 (12.68%) C# Developer
3 9 (12.68%) Java Scala Developer
3 9 (12.68%) Scala Developer
4 8 (11.27%) Software Engineer
5 7 (9.86%) .NET Developer
5 7 (9.86%) ASP.NET MVC Developer
5 7 (9.86%) C# .NET Developer
6 6 (8.45%) ASP.NET Developer
6 6 (8.45%) C# ASP.NET Developer
7 5 (7.04%) Full Stack Developer
7 5 (7.04%) Python Developer
8 4 (5.63%) Java Engineer
8 4 (5.63%) Senior Developer
9 3 (4.23%) .NET Software Engineer
9 3 (4.23%) Applications Manager
9 3 (4.23%) Java Software Engineer
9 3 (4.23%) JavaScript Engineer
9 3 (4.23%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 43 (60.56%) Spring Boot
2 41 (57.75%) Spring
3 31 (43.66%) Node.js
4 27 (38.03%) React
5 24 (33.80%) CSS
5 24 (33.80%) HTML
6 22 (30.99%) AngularJS
7 17 (23.94%) .NET
8 14 (19.72%) Dropwizard
8 14 (19.72%) RabbitMQ
9 12 (16.90%) Kafka
10 10 (14.08%) jQuery
11 7 (9.86%) .NET Framework
11 7 (9.86%) ASP.NET
11 7 (9.86%) Entity Framework
11 7 (9.86%) HTML5
11 7 (9.86%) Jest
12 6 (8.45%) KnockoutJS
12 6 (8.45%) Redux
12 6 (8.45%) Sass
Miscellaneous
1 14 (19.72%) Enterprise Software
2 8 (11.27%) Greenfield Project
3 1 (1.41%) Analytical Skills
3 1 (1.41%) Fintech
3 1 (1.41%) Self-Motivation
Operating Systems
1 9 (12.68%) Linux
2 5 (7.04%) CentOS
2 5 (7.04%) Ubuntu
3 1 (1.41%) Windows
3 1 (1.41%) Windows Server 2008
3 1 (1.41%) Windows Server 2012
Processes & Methodologies
1 54 (76.06%) Agile Software Development
2 33 (46.48%) TDD
3 26 (36.62%) BDD
4 20 (28.17%) Continuous Integration
5 18 (25.35%) DevOps
5 18 (25.35%) Scrum
5 18 (25.35%) Software Engineering
6 17 (23.94%) Microservices
7 15 (21.13%) Unit Testing
8 13 (18.31%) Mentoring
9 9 (12.68%) MVC
10 8 (11.27%) Pair Programming
11 7 (9.86%) ETL
11 7 (9.86%) Problem-Solving
12 6 (8.45%) Data Science
12 6 (8.45%) E-Commerce
12 6 (8.45%) Open Source
12 6 (8.45%) Open Source Development
12 6 (8.45%) Refactoring
12 6 (8.45%) Web Development
Programming Languages
1 46 (64.79%) Java
2 43 (60.56%) JavaScript
3 33 (46.48%) Scala
4 25 (35.21%) Java 8
5 18 (25.35%) C#
6 17 (23.94%) Kotlin
6 17 (23.94%) SQL
7 16 (22.54%) Go
8 15 (21.13%) Python
9 8 (11.27%) Ruby
10 7 (9.86%) C++
10 7 (9.86%) PHP
11 5 (7.04%) C
12 4 (5.63%) Shell Script
13 3 (4.23%) T-SQL
14 2 (2.82%) Bash Shell
14 2 (2.82%) PL/SQL
14 2 (2.82%) R
15 1 (1.41%) ES6
Qualifications
1 6 (8.45%) AWS Certification
2 5 (7.04%) ITIL Foundation Certificate
3 1 (1.41%) Security Cleared
Quality Assurance & Compliance
1 4 (5.63%) QA
2 2 (2.82%) GDPR
3 1 (1.41%) Data Quality
System Software
1 35 (49.30%) Docker
2 1 (1.41%) HDFS
Systems Management
1 31 (43.66%) Kubernetes
2 14 (19.72%) Opscode Chef
3 7 (9.86%) ZABBIX
4 5 (7.04%) Ansible
4 5 (7.04%) Xymon
5 3 (4.23%) Puppet
6 2 (2.82%) Cobbler
6 2 (2.82%) Grafana
6 2 (2.82%) Kibana
6 2 (2.82%) Nagios
6 2 (2.82%) Prometheus
6 2 (2.82%) Rancher
6 2 (2.82%) Terraform
6 2 (2.82%) Tivoli
7 1 (1.41%) Oozie
Vendors
1 27 (38.03%) Oracle
2 7 (9.86%) Microsoft
3 5 (7.04%) Red Hat
4 2 (2.82%) Google
4 2 (2.82%) New Relic
4 2 (2.82%) Rackspace
4 2 (2.82%) Splunk