Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

MongoDB
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 116 134 203
Rank change year-on-year +18 +69 -70
Permanent jobs citing MongoDB 77 83 32
As % of all permanent IT jobs advertised in Leeds 1.97% 1.67% 0.59%
As % of the Database & Business Intelligence category 8.60% 5.70% 1.91%
Number of salaries quoted 62 76 26
Leeds median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £35,000 £38,125 £32,500
90th Percentile £57,500 £61,250 £65,000
West Yorkshire median annual salary £47,500 £50,000 £47,500
% change year-on-year -5.00% +5.26% +5.56%

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 895 1,456 1,674
As % of all permanent IT jobs advertised in Leeds 22.88% 29.23% 30.70%
Number of salaries quoted 740 1,288 1,506
Leeds median annual salary £45,000 £45,000 £41,000
Median salary % change year-on-year - +9.76% -2.38%
10th Percentile £31,250 £30,000 £28,000
90th Percentile £60,100 £61,250 £57,500
West Yorkshire median annual salary £45,000 £44,236 £40,000
% change year-on-year +1.73% +10.59% -

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 15 November 2018.

Salary histogram for MongoDB in Leeds

For the 6 months to 15 November 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 53 (68.83%) Agile Software Development
2 39 (50.65%) Jenkins
3 38 (49.35%) NoSQL
3 38 (49.35%) Java
3 38 (49.35%) JavaScript
4 36 (46.75%) TDD
5 34 (44.16%) MySQL
6 33 (42.86%) Spring Boot
7 31 (40.26%) Docker
7 31 (40.26%) Python
7 31 (40.26%) Spring
8 30 (38.96%) Continuous Integration
8 30 (38.96%) Node.js
9 28 (36.36%) Amazon AWS
10 27 (35.06%) SQL
11 26 (33.77%) Software Engineering
11 26 (33.77%) Kubernetes
12 25 (32.47%) Scala
13 24 (31.17%) Git (software)
13 24 (31.17%) Apache Cassandra
13 24 (31.17%) Riak
14 23 (29.87%) RabbitMQ
14 23 (29.87%) HTML
14 23 (29.87%) CSS
15 21 (27.27%) React
16 19 (24.68%) Java 8
17 17 (22.08%) Oracle
17 17 (22.08%) C#
18 16 (20.78%) Ansible
18 16 (20.78%) Elasticsearch

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 16 (20.78%) Elasticsearch
2 13 (16.88%) Apache
3 12 (15.58%) Apache Spark
4 11 (14.29%) nginx
5 5 (6.49%) Tomcat
6 2 (2.60%) Confluence
7 1 (1.30%) Apache Pig
7 1 (1.30%) WildFly
Cloud Services
1 28 (36.36%) Amazon AWS
2 4 (5.19%) Amazon Kinesis
2 4 (5.19%) Amazon SageMaker
2 4 (5.19%) GitHub
2 4 (5.19%) Microsoft Azure
3 1 (1.30%) Amazon EMR
3 1 (1.30%) Amazon S3
3 1 (1.30%) AWS Lambda
3 1 (1.30%) IaaS
3 1 (1.30%) PaaS
3 1 (1.30%) SaaS
3 1 (1.30%) Serverless
Communications & Networking
1 1 (1.30%) Kerberos
Database & Business Intelligence
1 38 (49.35%) NoSQL
2 34 (44.16%) MySQL
3 24 (31.17%) Apache Cassandra
3 24 (31.17%) Riak
4 13 (16.88%) Hadoop
4 13 (16.88%) Redis
5 12 (15.58%) PostgreSQL
6 11 (14.29%) CouchDB
6 11 (14.29%) GIS
7 9 (11.69%) Amazon Redshift
8 6 (7.79%) Amazon Aurora
9 5 (6.49%) Amazon RDS
9 5 (6.49%) SQL Server
10 4 (5.19%) Data Lake
10 4 (5.19%) Data Warehouse
10 4 (5.19%) Pentaho
10 4 (5.19%) Snowflake Schema
11 3 (3.90%) Big Data
11 3 (3.90%) Relational Database
12 2 (2.60%) Apache Hive
Development Applications
1 39 (50.65%) Jenkins
2 24 (31.17%) Git (software)
3 11 (14.29%) Mercurial
3 11 (14.29%) Subversion
4 8 (10.39%) Cucumber
5 6 (7.79%) Selenium
6 5 (6.49%) JIRA
7 2 (2.60%) JUnit
7 2 (2.60%) Maven
8 1 (1.30%) Mocha
General
1 4 (5.19%) Finance
2 2 (2.60%) Retail
3 1 (1.30%) Advertising
3 1 (1.30%) Automotive
3 1 (1.30%) Marketing
Job Titles
1 56 (72.73%) Developer
2 20 (25.97%) Java Developer
2 20 (25.97%) Python Developer
3 10 (12.99%) Software Engineer
4 7 (9.09%) Java Engineer
5 6 (7.79%) Java Scala Developer
5 6 (7.79%) Java Software Engineer
5 6 (7.79%) Scala Developer
6 5 (6.49%) Full Stack Developer
7 4 (5.19%) ETL Developer
7 4 (5.19%) Junior
8 3 (3.90%) .NET Software Engineer
8 3 (3.90%) Applications Manager
8 3 (3.90%) C# Developer
8 3 (3.90%) Data Engineer
8 3 (3.90%) Java Scala Software Engineer
8 3 (3.90%) JavaScript Engineer
8 3 (3.90%) Scala Software Engineer
8 3 (3.90%) Senior Developer
8 3 (3.90%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 33 (42.86%) Spring Boot
2 31 (40.26%) Spring
3 30 (38.96%) Node.js
4 23 (29.87%) CSS
4 23 (29.87%) HTML
4 23 (29.87%) RabbitMQ
5 21 (27.27%) React
6 12 (15.58%) AngularJS
7 11 (14.29%) Kafka
8 10 (12.99%) HTML5
8 10 (12.99%) jQuery
8 10 (12.99%) Redux
9 9 (11.69%) .NET
9 9 (11.69%) Ruby on Rails
10 8 (10.39%) Ajax
10 8 (10.39%) Django
10 8 (10.39%) Dropwizard
10 8 (10.39%) Pylons
10 8 (10.39%) Pyramid
10 8 (10.39%) web2py
Miscellaneous
1 8 (10.39%) Enterprise Software
2 6 (7.79%) Greenfield Project
3 4 (5.19%) CCTV
4 1 (1.30%) Fintech
Operating Systems
1 15 (19.48%) Linux
2 5 (6.49%) CentOS
2 5 (6.49%) Ubuntu
Processes & Methodologies
1 53 (68.83%) Agile Software Development
2 36 (46.75%) TDD
3 30 (38.96%) Continuous Integration
4 26 (33.77%) Software Engineering
5 15 (19.48%) BDD
6 13 (16.88%) DevOps
6 13 (16.88%) Microservices
7 12 (15.58%) Scrum
8 10 (12.99%) Mentoring
9 9 (11.69%) Data Science
9 9 (11.69%) OO
9 9 (11.69%) Open Source
9 9 (11.69%) Unit Testing
9 9 (11.69%) Web Development
10 8 (10.39%) ETL
10 8 (10.39%) Open Source Development
11 7 (9.09%) Analytics
12 6 (7.79%) Data Analytics
12 6 (7.79%) Data Transformation
12 6 (7.79%) Problem-Solving
Programming Languages
1 38 (49.35%) Java
1 38 (49.35%) JavaScript
2 31 (40.26%) Python
3 27 (35.06%) SQL
4 25 (32.47%) Scala
5 19 (24.68%) Java 8
6 17 (22.08%) C#
7 14 (18.18%) Ruby
8 13 (16.88%) Kotlin
9 8 (10.39%) C
9 8 (10.39%) C++
9 8 (10.39%) Go
10 6 (7.79%) PHP
11 5 (6.49%) ES6
12 4 (5.19%) Shell Script
12 4 (5.19%) T-SQL
12 4 (5.19%) TypeScript
13 1 (1.30%) Groovy
13 1 (1.30%) R
Qualifications
1 9 (11.69%) Security Cleared
2 8 (10.39%) SC Cleared
3 6 (7.79%) AWS Certification
4 5 (6.49%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 5 (6.49%) Data Quality
1 5 (6.49%) QA
2 2 (2.60%) GDPR
System Software
1 31 (40.26%) Docker
2 1 (1.30%) HDFS
Systems Management
1 26 (33.77%) Kubernetes
2 16 (20.78%) Ansible
3 12 (15.58%) Opscode Chef
4 5 (6.49%) Xymon
4 5 (6.49%) ZABBIX
5 2 (2.60%) Grafana
5 2 (2.60%) Kibana
6 1 (1.30%) Oozie
6 1 (1.30%) Puppet
Vendors
1 17 (22.08%) Oracle
2 5 (6.49%) Red Hat
3 1 (1.30%) Cloudera
3 1 (1.30%) Microsoft