Period
to 16 January 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 16 January 2019 with a comparison to the same period in the previous 2 years.

MongoDB
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 98 139 184
Rank change year-on-year +41 +45 -60
Permanent jobs citing MongoDB 82 76 46
As % of all permanent IT jobs advertised in Leeds 2.43% 1.61% 0.87%
As % of the Database & Business Intelligence category 10.37% 6.02% 2.77%
Number of salaries quoted 74 74 41
Leeds median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +6.74%
10th Percentile £31,950 £38,750 £32,500
90th Percentile £63,098 £59,250 £63,750
West Yorkshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +7.95%

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 791 1,262 1,663
As % of all permanent IT jobs advertised in Leeds 23.49% 26.68% 31.49%
Number of salaries quoted 681 1,109 1,511
Leeds median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £31,000 £30,000 £28,250
90th Percentile £57,500 £60,000 £57,500
West Yorkshire median annual salary £43,500 £43,500 £40,000
% change year-on-year - +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 16 January 2019.

Salary histogram for MongoDB in Leeds

For the 6 months to 16 January 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 62 (75.61%) Agile Software Development
2 54 (65.85%) NoSQL
3 45 (54.88%) Java
4 40 (48.78%) SQL
5 37 (45.12%) Apache Cassandra
6 36 (43.90%) Python
7 35 (42.68%) JavaScript
8 34 (41.46%) Amazon AWS
9 33 (40.24%) Scala
10 32 (39.02%) Jenkins
11 30 (36.59%) Software Engineering
11 30 (36.59%) MySQL
12 29 (35.37%) TDD
12 29 (35.37%) Continuous Integration
12 29 (35.37%) DevOps
13 28 (34.15%) RabbitMQ
13 28 (34.15%) Node.js
14 27 (32.93%) Spring
15 26 (31.71%) Git (software)
15 26 (31.71%) Riak
16 25 (30.49%) Spring Boot
17 24 (29.27%) Docker
18 23 (28.05%) Microservices
18 23 (28.05%) Kafka
18 23 (28.05%) Hadoop
19 22 (26.83%) Apache Spark
20 20 (24.39%) Mentoring
20 20 (24.39%) PostgreSQL
20 20 (24.39%) HTML
20 20 (24.39%) CSS

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 22 (26.83%) Apache Spark
2 15 (18.29%) Elasticsearch
3 11 (13.41%) Apache
3 11 (13.41%) nginx
4 4 (4.88%) Tomcat
5 1 (1.22%) IIS
Cloud Services
1 34 (41.46%) Amazon AWS
2 15 (18.29%) GitHub
3 7 (8.54%) Microsoft Azure
4 5 (6.10%) Amazon Kinesis
4 5 (6.10%) Amazon SageMaker
5 1 (1.22%) AWS CloudFormation
5 1 (1.22%) NuGet
Database & Business Intelligence
1 54 (65.85%) NoSQL
2 37 (45.12%) Apache Cassandra
3 30 (36.59%) MySQL
4 26 (31.71%) Riak
5 23 (28.05%) Hadoop
6 20 (24.39%) PostgreSQL
7 14 (17.07%) Redis
8 13 (15.85%) Big Data
9 12 (14.63%) Apache Hive
9 12 (14.63%) HBase
10 11 (13.41%) CouchDB
10 11 (13.41%) GIS
10 11 (13.41%) Spark SQL
10 11 (13.41%) Sqoop
11 9 (10.98%) Amazon Redshift
11 9 (10.98%) Data Lake
12 8 (9.76%) SQL Server
13 7 (8.54%) Amazon Aurora
14 5 (6.10%) Amazon RDS
14 5 (6.10%) Snowflake Schema
Development Applications
1 32 (39.02%) Jenkins
2 26 (31.71%) Git (software)
3 12 (14.63%) Subversion
4 11 (13.41%) Mercurial
5 6 (7.32%) JIRA
6 2 (2.44%) git-flow
6 2 (2.44%) RSpec
6 2 (2.44%) Visual Studio
7 1 (1.22%) Artifactory
7 1 (1.22%) CircleCI
7 1 (1.22%) GitLab
7 1 (1.22%) gulp
7 1 (1.22%) Maven
7 1 (1.22%) Octopus Deploy
7 1 (1.22%) SonarQube
7 1 (1.22%) Sonatype Nexus
7 1 (1.22%) TeamCity
7 1 (1.22%) Vagrant
General
1 6 (7.32%) Finance
2 3 (3.66%) Marketing
3 2 (2.44%) Retail
4 1 (1.22%) Advertising
4 1 (1.22%) Automotive
Job Titles
1 48 (58.54%) Developer
2 20 (24.39%) Python Developer
3 18 (21.95%) Software Engineer
4 12 (14.63%) Data Engineer
5 11 (13.41%) Big Data Engineer
5 11 (13.41%) Java Engineer
5 11 (13.41%) Java Scala Software Engineer
5 11 (13.41%) Java Software Engineer
5 11 (13.41%) Scala Software Engineer
6 10 (12.20%) Java Developer
7 8 (9.76%) Python Engineer
8 5 (6.10%) ETL Developer
9 4 (4.88%) Full Stack Developer
9 4 (4.88%) Junior
9 4 (4.88%) Senior Data Engineer
10 3 (3.66%) JavaScript Developer
10 3 (3.66%) Senior Developer
10 3 (3.66%) Senior Python Developer
10 3 (3.66%) Senior Software Engineer
11 2 (2.44%) Junior Python Developer
Libraries, Frameworks & Software Standards
1 28 (34.15%) Node.js
1 28 (34.15%) RabbitMQ
2 27 (32.93%) Spring
3 25 (30.49%) Spring Boot
4 23 (28.05%) Kafka
5 20 (24.39%) CSS
5 20 (24.39%) HTML
6 12 (14.63%) React
7 11 (13.41%) Ruby on Rails
7 11 (13.41%) Spark Streaming
8 10 (12.20%) HTML5
8 10 (12.20%) jQuery
9 8 (9.76%) Ajax
9 8 (9.76%) Django
9 8 (9.76%) Pylons
9 8 (9.76%) Pyramid
9 8 (9.76%) Vue.js
9 8 (9.76%) web2py
10 7 (8.54%) AngularJS
10 7 (8.54%) Express
Miscellaneous
1 5 (6.10%) CCTV
2 2 (2.44%) Greenfield Project
2 2 (2.44%) Public Cloud
3 1 (1.22%) Fintech
3 1 (1.22%) Self-Motivation
Operating Systems
1 14 (17.07%) Linux
2 11 (13.41%) Unix
3 2 (2.44%) Android
3 2 (2.44%) Apple iOS
3 2 (2.44%) Red Hat Enterprise Linux
4 1 (1.22%) Windows
4 1 (1.22%) Windows Server 2008
4 1 (1.22%) Windows Server 2012
Processes & Methodologies
1 62 (75.61%) Agile Software Development
2 30 (36.59%) Software Engineering
3 29 (35.37%) Continuous Integration
3 29 (35.37%) DevOps
3 29 (35.37%) TDD
4 23 (28.05%) Microservices
5 20 (24.39%) Mentoring
6 18 (21.95%) Coaching
7 17 (20.73%) ETL
7 17 (20.73%) Open Source
8 16 (19.51%) Analytics
8 16 (19.51%) Data Integration
8 16 (19.51%) Data Transformation
9 14 (17.07%) Machine Learning
10 13 (15.85%) Data Analysis
11 12 (14.63%) Data Engineering
11 12 (14.63%) Use Case
12 11 (13.41%) Data Reconciliation
12 11 (13.41%) OO
13 10 (12.20%) Data Modelling
Programming Languages
1 45 (54.88%) Java
2 40 (48.78%) SQL
3 36 (43.90%) Python
4 35 (42.68%) JavaScript
5 33 (40.24%) Scala
6 19 (23.17%) Java 8
7 17 (20.73%) Ruby
8 15 (18.29%) C#
8 15 (18.29%) Kotlin
9 8 (9.76%) C
9 8 (9.76%) C++
10 6 (7.32%) ES6
10 6 (7.32%) TypeScript
11 5 (6.10%) T-SQL
12 3 (3.66%) PHP
13 2 (2.44%) Go
14 1 (1.22%) Groovy
14 1 (1.22%) PowerShell
Qualifications
1 8 (9.76%) SC Cleared
1 8 (9.76%) Security Cleared
2 5 (6.10%) AWS Certification
Quality Assurance & Compliance
1 7 (8.54%) QA
2 6 (7.32%) Data Quality
System Software
1 24 (29.27%) Docker
2 11 (13.41%) Apache Flume
2 11 (13.41%) HDFS
Systems Management
1 18 (21.95%) Kubernetes
2 16 (19.51%) Opscode Chef
3 12 (14.63%) Ansible
4 11 (13.41%) Oozie
5 2 (2.44%) Capistrano
5 2 (2.44%) Grafana
5 2 (2.44%) Kibana
6 1 (1.22%) Terraform
Vendors
1 18 (21.95%) Oracle
2 12 (14.63%) Cloudera
3 11 (13.41%) Hortonworks
4 3 (3.66%) Microsoft