Period
to 18 March 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 18 March 2019 with a comparison to the same period in the previous 2 years.

MongoDB
Central London > City of London
6 months to
18 Mar 2019
Same period 2018 Same period 2017
Rank 168 112 158
Rank change year-on-year -56 +46 +5
Permanent jobs citing MongoDB 179 289 196
As % of all permanent IT jobs advertised in the City of London 1.73% 2.71% 1.90%
As % of the Database & Business Intelligence category 5.76% 8.83% 6.03%
Number of salaries quoted 160 249 181
City of London median annual salary £70,000 £62,500 £62,500
Median salary % change year-on-year +12.00% - -
10th Percentile £45,000 £42,500 £42,500
90th Percentile £98,750 £94,000 £92,500
Central London median annual salary £70,000 £62,500 £62,500
% change year-on-year +12.00% - +4.17%

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 the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 3,106 3,272 3,252
As % of all permanent IT jobs advertised in the City of London 30.05% 30.71% 31.61%
Number of salaries quoted 2,789 2,908 2,998
City of London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +5.73%
10th Percentile £41,250 £41,250 £36,750
90th Percentile £96,250 £90,000 £87,500
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +2.68%

MongoDB
Job Vacancy Trend in the City of London

Job postings citing MongoDB as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for MongoDB in the City of London

MongoDB
Salary Trend in the City of London

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

Salary trend for MongoDB in the City of London

MongoDB
Salary Histogram in the City of London

The salary distribution of IT jobs citing MongoDB in the City of London over the 6 months to 18 March 2019.

Salary histogram for MongoDB in the City of London

For the 6 months to 18 March 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 City of London region with a requirement for MongoDB.

1 90 (50.28%) NoSQL
2 81 (45.25%) Python
2 81 (45.25%) Agile Software Development
3 79 (44.13%) Java
4 64 (35.75%) Amazon AWS
5 62 (34.64%) DevOps
6 59 (32.96%) SQL
7 53 (29.61%) Big Data
8 51 (28.49%) JavaScript
9 49 (27.37%) Microsoft Azure
10 44 (24.58%) Apache Cassandra
10 44 (24.58%) Microservices
11 43 (24.02%) Docker
11 43 (24.02%) Hadoop
12 40 (22.35%) AngularJS
13 38 (21.23%) Apache Spark
13 38 (21.23%) Node.js
13 38 (21.23%) Kafka
14 37 (20.67%) Finance
15 35 (19.55%) C#
15 35 (19.55%) Scala
16 34 (18.99%) SQL Server
17 33 (18.44%) MySQL
17 33 (18.44%) Kubernetes
18 32 (17.88%) Analytics
19 30 (16.76%) Oracle
20 29 (16.20%) .NET
21 28 (15.64%) React
22 27 (15.08%) ETL
23 26 (14.53%) Machine Learning

MongoDB
Co-occurring IT Skills in the City of London 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 38 (21.23%) Apache Spark
2 22 (12.29%) Elasticsearch
3 7 (3.91%) IIS
3 7 (3.91%) OpenStack
4 6 (3.35%) Apache
5 4 (2.23%) Apache Pig
6 3 (1.68%) JBoss
7 1 (0.56%) Apache Solr
7 1 (0.56%) nginx
7 1 (0.56%) SharePoint
Applications
1 1 (0.56%) Adobe Creative Suite
1 1 (0.56%) Microsoft Excel
Business Applications
1 4 (2.23%) R3 Corda
2 1 (0.56%) Distributed Ledger
2 1 (0.56%) Markit EDM
Cloud Services
1 64 (35.75%) Amazon AWS
2 49 (27.37%) Microsoft Azure
3 10 (5.59%) GitHub
4 9 (5.03%) Serverless
5 7 (3.91%) Amazon S3
5 7 (3.91%) Cloud Computing
6 6 (3.35%) AWS Lambda
6 6 (3.35%) PaaS
7 5 (2.79%) Amazon EC2
7 5 (2.79%) Amazon EMR
7 5 (2.79%) SaaS
8 4 (2.23%) Google Cloud Platform
9 3 (1.68%) Azure Data Factory
9 3 (1.68%) Data Lake Analytics
10 2 (1.12%) Amazon Kinesis
10 2 (1.12%) AWS CloudFormation
10 2 (1.12%) Azure Functions
10 2 (1.12%) Azure Machine Learning
10 2 (1.12%) Office 365
11 1 (0.56%) Route 53
Communications & Networking
1 7 (3.91%) HTTP
2 4 (2.23%) IPFS
3 2 (1.12%) Internet
4 1 (0.56%) DNS
4 1 (0.56%) Firewall
4 1 (0.56%) HTTPS
4 1 (0.56%) LAN
4 1 (0.56%) Network Security
4 1 (0.56%) Software-Defined Networking
4 1 (0.56%) TCP/IP
4 1 (0.56%) WAN
Database & Business Intelligence
1 90 (50.28%) NoSQL
2 53 (29.61%) Big Data
3 44 (24.58%) Apache Cassandra
4 43 (24.02%) Hadoop
5 34 (18.99%) SQL Server
6 33 (18.44%) MySQL
7 19 (10.61%) HBase
8 18 (10.06%) PostgreSQL
9 17 (9.50%) Blockchain
10 13 (7.26%) Apache Hive
10 13 (7.26%) Data Warehouse
10 13 (7.26%) Redis
11 11 (6.15%) Amazon DynamoDB
12 10 (5.59%) Amazon Redshift
12 10 (5.59%) Spark SQL
13 8 (4.47%) Sqoop
14 7 (3.91%) Oracle Database
15 6 (3.35%) Data Lake
15 6 (3.35%) Relational Database
16 5 (2.79%) Cosmos DB
Development Applications
1 19 (10.61%) Jenkins
2 16 (8.94%) Selenium
3 10 (5.59%) Git (software)
4 8 (4.47%) JIRA
5 5 (2.79%) webpack
6 4 (2.23%) Cucumber
6 4 (2.23%) NUnit
7 3 (1.68%) Eclipse
7 3 (1.68%) Mocha
7 3 (1.68%) Protractor
8 2 (1.12%) Maven
8 2 (1.12%) MSBuild
8 2 (1.12%) RSpec
8 2 (1.12%) Visual Studio
8 2 (1.12%) Visual Studio Team System
9 1 (0.56%) CMake
9 1 (0.56%) Jasmine
9 1 (0.56%) JMeter
9 1 (0.56%) JUnit
9 1 (0.56%) LoadRunner
General
1 37 (20.67%) Finance
2 7 (3.91%) Retail Banking
3 6 (3.35%) Publishing
4 5 (2.79%) Marketing
4 5 (2.79%) Retail
5 4 (2.23%) Advertising
5 4 (2.23%) Front Office
5 4 (2.23%) Games
6 3 (1.68%) Banking
7 1 (0.56%) Digital Economy
7 1 (0.56%) Law
7 1 (0.56%) Manufacturing
7 1 (0.56%) Telecoms
Job Titles
1 96 (53.63%) Developer
2 35 (19.55%) Data Engineer
3 29 (16.20%) Java Developer
4 28 (15.64%) Python Engineer
5 18 (10.06%) Python Developer
6 14 (7.82%) Senior Developer
7 13 (7.26%) .NET Developer
8 12 (6.70%) AWS Engineer
8 12 (6.70%) DevOps Engineer
9 11 (6.15%) Big Data Engineer
10 10 (5.59%) C# Developer
10 10 (5.59%) Software Developer
11 9 (5.03%) Architect
11 9 (5.03%) AWS Developer
11 9 (5.03%) AWS DevOps
11 9 (5.03%) AWS DevOps Engineer
11 9 (5.03%) Senior Java Developer
12 8 (4.47%) C# .NET Developer
12 8 (4.47%) Infrastructure Engineer
13 7 (3.91%) Administrator
Libraries, Frameworks & Software Standards
1 40 (22.35%) AngularJS
2 38 (21.23%) Kafka
2 38 (21.23%) Node.js
3 29 (16.20%) .NET
4 28 (15.64%) React
5 26 (14.53%) RabbitMQ
6 19 (10.61%) REST
7 18 (10.06%) HTML
8 16 (8.94%) CSS
9 15 (8.38%) Spring
10 12 (6.70%) .NET Core
10 12 (6.70%) RESTful
10 12 (6.70%) Spring Boot
11 11 (6.15%) .NET Framework
11 11 (6.15%) ASP.NET
11 11 (6.15%) ASP.NET Web API
12 10 (5.59%) Web Services
13 9 (5.03%) Express
13 9 (5.03%) Pandas
13 9 (5.03%) SciPy
Miscellaneous
1 24 (13.41%) Greenfield Project
2 19 (10.61%) Fintech
3 17 (9.50%) Data Structures
4 15 (8.38%) Algorithms
5 12 (6.70%) Spread Betting
6 9 (5.03%) Market Risk
6 9 (5.03%) Self-Motivation
6 9 (5.03%) User Experience
7 8 (4.47%) Analytical Skills
8 7 (3.91%) Mobile App
9 6 (3.35%) Hedge funds
9 6 (3.35%) Replication
10 5 (2.79%) Clustering
11 3 (1.68%) Cyberthreat
12 2 (1.12%) Fixed Income
12 2 (1.12%) Foreign Exchange (FX)
12 2 (1.12%) Video on Demand
12 2 (1.12%) Virtual Team
13 1 (0.56%) Enterprise Software
13 1 (0.56%) Social Media
Operating Systems
1 19 (10.61%) Linux
2 15 (8.38%) Unix
3 6 (3.35%) Apple iOS
4 5 (2.79%) Red Hat Enterprise Linux
4 5 (2.79%) Windows
5 3 (1.68%) Windows Server
6 1 (0.56%) CentOS
6 1 (0.56%) Ubuntu
Processes & Methodologies
1 81 (45.25%) Agile Software Development
2 62 (34.64%) DevOps
3 44 (24.58%) Microservices
4 32 (17.88%) Analytics
5 27 (15.08%) ETL
6 26 (14.53%) Machine Learning
7 25 (13.97%) TDD
8 24 (13.41%) Continuous Integration
9 23 (12.85%) Scrum
10 22 (12.29%) MVC
11 19 (10.61%) SDLC
11 19 (10.61%) Software Engineering
12 17 (9.50%) Data Analysis
12 17 (9.50%) Mentoring
13 16 (8.94%) Data Engineering
13 16 (8.94%) Problem-Solving
13 16 (8.94%) Test Automation
14 14 (7.82%) E-Commerce
14 14 (7.82%) Visualisation
15 13 (7.26%) Software Architecture
Programming Languages
1 81 (45.25%) Python
2 79 (44.13%) Java
3 59 (32.96%) SQL
4 51 (28.49%) JavaScript
5 35 (19.55%) C#
5 35 (19.55%) Scala
6 20 (11.17%) Java 8
7 19 (10.61%) C++
8 13 (7.26%) Kotlin
9 10 (5.59%) Ruby
10 9 (5.03%) Go
11 8 (4.47%) PowerShell
12 7 (3.91%) Clojure
13 6 (3.35%) ES6
13 6 (3.35%) PHP
13 6 (3.35%) Shell Script
14 5 (2.79%) Bash Shell
14 5 (2.79%) Perl
15 4 (2.23%) F#
15 4 (2.23%) TypeScript
Qualifications
1 13 (7.26%) Security Cleared
2 8 (4.47%) DV Cleared
2 8 (4.47%) SC Cleared
3 4 (2.23%) Degree
4 2 (1.12%) Numerate Degree
5 1 (0.56%) TOGAF Certification
Quality Assurance & Compliance
1 6 (3.35%) QA
2 2 (1.12%) Data Quality
System Software
1 43 (24.02%) Docker
2 11 (6.15%) Apache Flume
2 11 (6.15%) HDFS
3 6 (3.35%) Oracle RAC
4 2 (1.12%) Apache ZooKeeper
Systems Management
1 33 (18.44%) Kubernetes
2 19 (10.61%) Opscode Chef
2 19 (10.61%) Puppet
3 18 (10.06%) Ansible
4 16 (8.94%) Prometheus
5 10 (5.59%) Oozie
6 9 (5.03%) Grafana
6 9 (5.03%) Terraform
7 5 (2.79%) Enterprise Manager Cloud Control
8 2 (1.12%) Kibana
8 2 (1.12%) Microsoft Intune
9 1 (0.56%) Hadoop YARN
9 1 (0.56%) SCCM
9 1 (0.56%) ZABBIX
Vendors
1 30 (16.76%) Oracle
2 18 (10.06%) Microsoft
3 10 (5.59%) Cloudera
3 10 (5.59%) Hortonworks
3 10 (5.59%) Tableau
4 5 (2.79%) HP
4 5 (2.79%) Sybase
5 4 (2.23%) Google
6 3 (1.68%) Informatica
6 3 (1.68%) Talend
7 2 (1.12%) Cypress Semiconductor
7 2 (1.12%) MapR
8 1 (0.56%) Adobe
8 1 (0.56%) F5
8 1 (0.56%) Facebook
8 1 (0.56%) Ivanti
8 1 (0.56%) Perfecto Mobile
8 1 (0.56%) Rackspace
8 1 (0.56%) SolarWinds