Period
to 21 January 2021

The following table provides summary statistics for contract job vacancies with a requirement for MongoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MongoDB over the 6 months to 21 January 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

MongoDB
UK
6 months to
21 Jan 2021
Same period 2020 Same period 2019
Rank 188 183 124
Rank change year-on-year -5 -59 +9
Contract jobs citing MongoDB 587 1,078 2,084
As % of all contract jobs advertised in the UK 1.40% 1.48% 2.11%
As % of the Database & Business Intelligence category 6.48% 6.95% 9.30%
Number of daily rates quoted 495 825 1,487
Median daily rate £500 £500 £525
Median daily rate % change year-on-year - -4.76% +5.00%
10th Percentile £356 £340 £398
90th Percentile £675 £675 £675
UK excluding London median daily rate £450 £450 £490
% change year-on-year - -8.16% +8.89%
Number of hourly rates quoted 3 1 10
Median hourly rate £40.00 £22.50 £45.00
Median hourly rate % change year-on-year +77.78% -50.00% -
UK excluding London median hourly rate £50.00 £22.50 £43.25
% change year-on-year +122.22% -47.98% -3.89%

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 9,058 15,514 22,407
As % of all contract IT jobs advertised in the UK 21.60% 21.28% 22.67%
Number of daily rates quoted 6,183 10,567 15,618
Median daily rate £480 £475 £475
Median daily rate % change year-on-year +1.05% - +5.56%
10th Percentile £313 £319 £318
90th Percentile £650 £663 £644
UK excluding London median daily rate £425 £438 £425
% change year-on-year -2.86% +2.94% +6.25%
Number of hourly rates quoted 158 214 226
Median hourly rate £26.00 £25.75 £26.65
Median hourly rate % change year-on-year +0.97% -3.38% -9.66%
10th Percentile £13.88 £12.15 £13.13
90th Percentile £60.08 £56.90 £55.00
Median hourly rate £23.47 £22.77 £26.05
% change year-on-year +3.06% -12.59% -19.84%

MongoDB
Job Vacancy Trend

Job postings citing MongoDB as a proportion of all IT jobs advertised.

Job vacancy trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing MongoDB.

Daily rate trend for MongoDB in the UK

MongoDB
Daily Rate Histogram

Daily rate distribution for jobs citing MongoDB over the 6 months to 21 January 2021.

Daily rate histogram for MongoDB in the UK

MongoDB
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing MongoDB.

Hourly rate trend for MongoDB in the UK

MongoDB
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the UK over the 6 months to 21 January 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -4 473 £516 +3.25% 391
London -9 304 £569 +3.41% 144
UK excluding London +11 202 £450 - 276
Work from Home -85 149 £495 +18.21% 82
North of England +7 54 £470 +4.44% 77
Midlands +63 52 £432 +4.73% 49
West Midlands +47 40 £432 +2.86% 32
Scotland +19 40 £425 -5.56% 18
South East +28 26 £469 -1.32% 56
North West +9 24 £495 +20.00% 58
Yorkshire +10 23 £463 -7.50% 13
Wales +24 17 £500 - 9
East Midlands +28 11 £360 -8.57% 17
South West +55 8 £290 -31.76% 36
North East +41 7 £450 -5.26% 6
East of England +61 4 £550 +37.50% 28
Northern Ireland +8 1 £388 +3.33% 3

For the 6 months to 21 January 2021, IT contractor 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 contract job ads with a requirement for MongoDB.

1 304 (51.79%) Java
2 251 (42.76%) Agile Software Development
3 214 (36.46%) NoSQL
4 200 (34.07%) Microservices
5 199 (33.90%) JavaScript
6 198 (33.73%) AWS
7 184 (31.35%) SQL
8 158 (26.92%) Git (software)
8 158 (26.92%) Node.js
9 156 (26.58%) Kubernetes
10 153 (26.06%) Azure
11 150 (25.55%) Docker
12 145 (24.70%) MySQL
13 141 (24.02%) React
14 138 (23.51%) TDD
15 133 (22.66%) Linux
16 130 (22.15%) Python
17 127 (21.64%) Jenkins
18 126 (21.47%) Spring
19 122 (20.78%) DevOps
20 121 (20.61%) REST
21 109 (18.57%) Oracle
22 107 (18.23%) Finance
23 101 (17.21%) C#
24 96 (16.35%) SQL Server
24 96 (16.35%) Software Engineering
25 95 (16.18%) PostgreSQL
26 94 (16.01%) HTML
27 93 (15.84%) Test Automation
28 92 (15.67%) JIRA

MongoDB
Co-occurring IT Skills 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 61 (10.39%) Confluence
2 38 (6.47%) JBoss
3 35 (5.96%) Elasticsearch
4 31 (5.28%) WebLogic
5 27 (4.60%) Apache Spark
5 27 (4.60%) Mule
6 24 (4.09%) Red Hat Fuse
7 23 (3.92%) Apache
8 21 (3.58%) Tomcat
9 19 (3.24%) nginx
10 17 (2.90%) BizTalk Server
11 12 (2.04%) Cloud Foundry
12 10 (1.70%) Jetty
13 8 (1.36%) CICS
13 8 (1.36%) MQSeries
13 8 (1.36%) Oracle Self-Service HR
14 6 (1.02%) OpenStack
15 4 (0.68%) IIS
16 3 (0.51%) Apache Airflow
17 2 (0.34%) Apache Pulsar
Applications
1 9 (1.53%) Microsoft Excel
Business Applications
1 10 (1.70%) SAP FI-CA
2 8 (1.36%) Sparx Enterprise Architect
3 5 (0.85%) Temenos T24
4 3 (0.51%) SAP PSCD
5 1 (0.17%) Magento
5 1 (0.17%) Remedy ITSM
5 1 (0.17%) Summit
Cloud Services
1 198 (33.73%) AWS
2 153 (26.06%) Azure
3 57 (9.71%) Serverless
4 41 (6.98%) GCP
5 38 (6.47%) GitHub
6 36 (6.13%) AWS Lambda
7 35 (5.96%) Amazon S3
7 35 (5.96%) OpenShift
8 24 (4.09%) Amazon EC2
9 22 (3.75%) Azure Functions
10 20 (3.41%) Logic Apps
11 16 (2.73%) npm
11 16 (2.73%) PaaS
12 15 (2.56%) AWS CloudFormation
13 14 (2.39%) Cloud Computing
13 14 (2.39%) SaaS
14 13 (2.21%) Kong
15 12 (2.04%) IaaS
15 12 (2.04%) Virtual Private Cloud
16 10 (1.70%) Amazon CloudWatch
Communications & Networking
1 26 (4.43%) HTTP
2 16 (2.73%) SSL
3 15 (2.56%) DNS
3 15 (2.56%) FTP
4 9 (1.53%) SSH
5 8 (1.36%) TCP/IP
6 4 (0.68%) DSL
6 4 (0.68%) LAN
6 4 (0.68%) Network Security
6 4 (0.68%) SMTP
6 4 (0.68%) WAN
7 3 (0.51%) AMQP
7 3 (0.51%) Internet
7 3 (0.51%) Intrusion Detection
8 2 (0.34%) 802.11
8 2 (0.34%) IMAP
8 2 (0.34%) SAN
8 2 (0.34%) SNMP
8 2 (0.34%) Wi-Fi
9 1 (0.17%) Wireshark
Database & Business Intelligence
1 214 (36.46%) NoSQL
2 145 (24.70%) MySQL
3 96 (16.35%) SQL Server
4 95 (16.18%) PostgreSQL
5 57 (9.71%) Relational Database
6 51 (8.69%) Hadoop
7 37 (6.30%) Apache Cassandra
8 36 (6.13%) Cosmos DB
9 29 (4.94%) Azure SQL Database
10 27 (4.60%) Amazon DynamoDB
10 27 (4.60%) Oracle Database
10 27 (4.60%) Redis
11 26 (4.43%) Big Data
12 22 (3.75%) Apache Hive
13 20 (3.41%) Amazon RDS
14 16 (2.73%) HBase
15 12 (2.04%) Data Warehouse
16 11 (1.87%) Couchbase
17 8 (1.36%) Data Lake
17 8 (1.36%) Oracle Reports
Development Applications
1 158 (26.92%) Git (software)
2 127 (21.64%) Jenkins
3 92 (15.67%) JIRA
4 66 (11.24%) Maven
5 49 (8.35%) Cucumber
6 44 (7.50%) JUnit
6 44 (7.50%) Selenium
7 37 (6.30%) GitLab
8 32 (5.45%) Sonatype Nexus
8 32 (5.45%) Subversion
9 29 (4.94%) Atlassian Bamboo
9 29 (4.94%) Gradle
10 28 (4.77%) SonarQube
11 26 (4.43%) Hudson
12 24 (4.09%) FishEye
13 23 (3.92%) Artifactory
14 21 (3.58%) Eclipse
14 21 (3.58%) Mockito
15 20 (3.41%) Ant
15 20 (3.41%) gulp
General
1 107 (18.23%) Finance
2 74 (12.61%) Banking
3 54 (9.20%) Public Sector
4 47 (8.01%) Front Office
5 32 (5.45%) Investment Banking
6 11 (1.87%) Law
7 8 (1.36%) Telecoms
8 6 (1.02%) Manufacturing
8 6 (1.02%) Marketing
9 5 (0.85%) Pharmaceutical
10 4 (0.68%) Billing
10 4 (0.68%) Electronics
11 3 (0.51%) Advertising
11 3 (0.51%) Financial Institution
11 3 (0.51%) Publishing
12 2 (0.34%) Games
12 2 (0.34%) Military
12 2 (0.34%) Retail
13 1 (0.17%) Legal
13 1 (0.17%) Retail Banking
Job Titles
1 346 (58.94%) Developer
2 107 (18.23%) Java Developer
3 89 (15.16%) Full Stack Developer
4 64 (10.90%) Architect
4 64 (10.90%) Senior Developer
5 61 (10.39%) React Developer
6 42 (7.16%) .NET Developer
7 40 (6.81%) Software Engineer
8 36 (6.13%) C# Developer
9 31 (5.28%) DevOps Engineer
10 29 (4.94%) JavaScript Developer
10 29 (4.94%) Senior Java Developer
11 28 (4.77%) C# .NET Developer
12 24 (4.09%) Node.js Developer
13 22 (3.75%) Solutions Architect
14 21 (3.58%) Azure Developer
15 20 (3.41%) Python Developer
16 17 (2.90%) Senior Python Developer
17 14 (2.39%) Analyst
17 14 (2.39%) Digital Architect
Libraries, Frameworks & Software Standards
1 158 (26.92%) Node.js
2 141 (24.02%) React
3 126 (21.47%) Spring
4 121 (20.61%) REST
5 94 (16.01%) HTML
6 92 (15.67%) .NET
7 84 (14.31%) Kafka
8 72 (12.27%) Spring Boot
9 71 (12.10%) RESTful
10 69 (11.75%) AngularJS
11 68 (11.58%) JSON
12 67 (11.41%) XML
13 66 (11.24%) CSS
14 54 (9.20%) Hibernate
15 53 (9.03%) Web Services
16 45 (7.67%) RabbitMQ
17 43 (7.33%) HTML5
18 42 (7.16%) SOAP
19 40 (6.81%) .NET Core
20 37 (6.30%) Express
Miscellaneous
1 47 (8.01%) User Experience
2 27 (4.60%) Cloud Native
3 24 (4.09%) Analytical Skills
4 19 (3.24%) Fixed Income
4 19 (3.24%) Greenfield Project
5 15 (2.56%) Mobile App
5 15 (2.56%) Public Cloud
6 14 (2.39%) Mainframe
7 13 (2.21%) Derivative
7 13 (2.21%) Linux Command Line
8 11 (1.87%) Market Risk
9 9 (1.53%) Swaptions
10 7 (1.19%) Algorithms
10 7 (1.19%) Enterprise Software
11 6 (1.02%) Data Structures
11 6 (1.02%) Equities
11 6 (1.02%) N-Tier
12 5 (0.85%) iPad
12 5 (0.85%) Self-Motivation
13 4 (0.68%) TM Forum
Operating Systems
1 133 (22.66%) Linux
2 64 (10.90%) Unix
3 56 (9.54%) Windows
4 25 (4.26%) Red Hat Enterprise Linux
5 21 (3.58%) Apple iOS
6 19 (3.24%) Android
7 18 (3.07%) Mac OS X
8 14 (2.39%) CentOS
9 12 (2.04%) Ubuntu
10 10 (1.70%) Debian
11 6 (1.02%) VME
12 4 (0.68%) Windows Server
13 3 (0.51%) Solaris
14 2 (0.34%) SUSE
15 1 (0.17%) Kali Linux
Processes & Methodologies
1 251 (42.76%) Agile Software Development
2 200 (34.07%) Microservices
3 138 (23.51%) TDD
4 122 (20.78%) DevOps
5 96 (16.35%) Software Engineering
6 93 (15.84%) Test Automation
7 73 (12.44%) Scrum
8 70 (11.93%) BDD
9 56 (9.54%) SDLC
10 53 (9.03%) Problem-Solving
11 50 (8.52%) Continuous Integration
12 47 (8.01%) Continuous Delivery
13 44 (7.50%) OO
14 40 (6.81%) Pair Programming
15 39 (6.64%) Continuous Improvement
16 38 (6.47%) Open Source
17 35 (5.96%) Analytics
17 35 (5.96%) Web Development
18 34 (5.79%) Unit Testing
19 29 (4.94%) Kanban
Programming Languages
1 304 (51.79%) Java
2 199 (33.90%) JavaScript
3 184 (31.35%) SQL
4 130 (22.15%) Python
5 101 (17.21%) C#
6 57 (9.71%) Go
6 57 (9.71%) TypeScript
7 49 (8.35%) Kotlin
8 46 (7.84%) Scala
9 45 (7.67%) PL/SQL
10 41 (6.98%) Java 8
11 38 (6.47%) Perl
12 34 (5.79%) T-SQL
13 30 (5.11%) C++
13 30 (5.11%) Groovy
14 26 (4.43%) Bash Shell
14 26 (4.43%) Shell Script
15 22 (3.75%) Ruby
16 20 (3.41%) PHP
17 19 (3.24%) ES6
Qualifications
1 44 (7.50%) Security Cleared
2 29 (4.94%) SC Cleared
3 17 (2.90%) Degree
4 9 (1.53%) BPSS Clearance
4 9 (1.53%) ISTQB
4 9 (1.53%) ISTQB Foundation Certification
5 7 (1.19%) ISEB
6 6 (1.02%) DV Cleared
7 5 (0.85%) AWS Certification
8 4 (0.68%) DBS Check
9 2 (0.34%) Computer Science Degree
10 1 (0.17%) Numerate Degree
Quality Assurance & Compliance
1 15 (2.56%) QA
2 2 (0.34%) Data Quality
2 2 (0.34%) Disclosure Scotland
2 2 (0.34%) SLA
3 1 (0.17%) GDPR
3 1 (0.17%) SEPA
System Software
1 150 (25.55%) Docker
2 15 (2.56%) HDFS
3 14 (2.39%) VMware Infrastructure
4 8 (1.36%) Time Sharing Option
5 6 (1.02%) Virtual Machines
6 5 (0.85%) KVM
7 4 (0.68%) Apache Flume
7 4 (0.68%) Apache ZooKeeper
7 4 (0.68%) Oracle RAC
8 2 (0.34%) Active Directory
8 2 (0.34%) Xen
9 1 (0.17%) oVirt
9 1 (0.17%) Samba
9 1 (0.17%) VMware ESXi
Systems Management
1 156 (26.58%) Kubernetes
2 59 (10.05%) Terraform
3 46 (7.84%) Ansible
4 39 (6.64%) Puppet
5 18 (3.07%) Opscode Chef
6 16 (2.73%) Grafana
7 9 (1.53%) Salt
8 8 (1.36%) Kibana
9 7 (1.19%) Prometheus
10 5 (0.85%) Istio
10 5 (0.85%) Oracle RMAN
10 5 (0.85%) Packer
11 4 (0.68%) Docker Swarm
11 4 (0.68%) Nagios
11 4 (0.68%) Rancher
12 3 (0.51%) HP ALM
12 3 (0.51%) Kustomize
13 2 (0.34%) Giant Swarm
13 2 (0.34%) Iperf
13 2 (0.34%) Rundeck
Vendors
1 109 (18.57%) Oracle
2 34 (5.79%) Microsoft
3 33 (5.62%) MuleSoft
4 29 (4.94%) Sybase
5 25 (4.26%) Murex
6 23 (3.92%) Splunk
7 22 (3.75%) SAP
8 20 (3.41%) Red Hat
9 19 (3.24%) Atlassian
9 19 (3.24%) Google
10 18 (3.07%) VMware
11 16 (2.73%) Cloudera
12 13 (2.21%) Confluent
13 11 (1.87%) Hortonworks
13 11 (1.87%) Talend
14 9 (1.53%) AppDynamics
14 9 (1.53%) Vertica
15 8 (1.36%) Axway
15 8 (1.36%) Sparx
15 8 (1.36%) webMethods