Period
to

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 4 July 2022 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
4 Jul 2022
Same period 2021 Same period 2020
Rank 196 186 173
Rank change year-on-year -10 -13 -2
Contract jobs citing MongoDB 1,260 969 648
As % of all contract jobs advertised in the UK 1.41% 1.46% 1.57%
As % of the Database & Business Intelligence category 7.24% 6.85% 7.01%
Number of daily rates quoted 868 631 492
10th Percentile £425 £388 £363
25th Percentile £495 £425 £425
Median daily rate (50th Percentile) £556 £500 £525
Median % change year-on-year +11.10% -4.76% -
75th Percentile £675 £625 £613
90th Percentile £775 £713 £675
UK excluding London median daily rate £520 £450 £473
% change year-on-year +15.56% -4.76% +2.16%
Number of hourly rates quoted 8 3 0
10th Percentile - £42.00 -
25th Percentile £52.50 £47.44 -
Median hourly rate £72.25 £56.50 -
Median % change year-on-year +27.87% - -
75th Percentile £76.26 - -
90th Percentile £77.50 - -
UK excluding London median hourly rate £75.00 £56.50 -
% change year-on-year +32.74% - -

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 17,403 14,136 9,250
As % of all contract IT jobs advertised in the UK 19.43% 21.30% 22.39%
Number of daily rates quoted 12,396 9,680 6,448
10th Percentile £380 £328 £325
25th Percentile £450 £413 £406
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - +5.26%
75th Percentile £650 £600 £588
90th Percentile £750 £700 £675
UK excluding London median daily rate £500 £450 £450
% change year-on-year +11.11% - +4.65%
Number of hourly rates quoted 181 213 130
10th Percentile £14.25 £12.90 £14.09
25th Percentile £21.25 £19.25 £18.85
Median hourly rate £37.80 £26.50 £25.00
Median % change year-on-year +42.64% +6.00% -16.67%
75th Percentile £63.00 £45.00 £45.31
90th Percentile £75.00 £61.16 £61.03
UK excluding London median hourly rate £35.00 £24.90 £24.70
% change year-on-year +40.56% +0.81% -17.67%

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 4 July 2022.

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
Hourly Rate Histogram

Hourly rate distribution of jobs citing MongoDB over the 6 months to 4 July 2022.

Hourly rate histogram 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 4 July 2022. 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
Jobs
England -16 948 £600 +9.09% 284
Work from Home +2 758 £550 +10.00% 174
London -4 636 £625 +8.70% 110
UK excluding London -28 318 £520 +15.56% 190
North of England -10 94 £540 +8.00% 55
Scotland -12 79 £500 +16.96% 13
Midlands -21 63 £495 +10.00% 31
North West -6 57 £550 +11.68% 35
West Midlands -12 54 £495 +12.50% 25
South East -37 52 £550 +14.29% 30
Yorkshire -7 33 £500 - 19
South West -13 20 £600 +37.14% 41
North East -6 11 £588 -5.24% 1
East Midlands -15 9 £450 -7.50% 6
East of England -22 9 £478 -3.54% 16
Northern Ireland +2 5 £540 +30.91% 1
Wales -18 2 £673 +34.50% 3

For the 6 months to 4 July 2022, 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.

1 583 (46.27%) Java
2 538 (42.70%) Microservices
3 530 (42.06%) Agile
4 435 (34.52%) AWS
5 397 (31.51%) JavaScript
5 397 (31.51%) CI/CD
6 381 (30.24%) NoSQL
7 349 (27.70%) Python
8 339 (26.90%) SQL
9 336 (26.67%) Kubernetes
10 334 (26.51%) Docker
11 326 (25.87%) DevOps
12 324 (25.71%) Kafka
12 324 (25.71%) Jenkins
13 315 (25.00%) React
14 314 (24.92%) PostgreSQL
15 308 (24.44%) Node.js
16 290 (23.02%) Full Stack Development
17 286 (22.70%) Oracle
18 284 (22.54%) Azure
19 278 (22.06%) TDD
20 276 (21.90%) REST
21 266 (21.11%) Git (software)
22 254 (20.16%) MySQL
22 254 (20.16%) Social Skills
23 248 (19.68%) HTML
24 236 (18.73%) Finance
25 231 (18.33%) Spring
26 226 (17.94%) Test Automation
27 220 (17.46%) Software Engineering

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 70 (5.56%) Confluence
2 69 (5.48%) Apache Spark
3 56 (4.44%) Apache
4 51 (4.05%) nginx
5 35 (2.78%) OpenStack
6 17 (1.35%) Apache Airflow
6 17 (1.35%) GeoServer
6 17 (1.35%) IIS
7 16 (1.27%) Cloud Foundry
7 16 (1.27%) Tomcat
8 13 (1.03%) Apache Pig
9 12 (0.95%) CMS
9 12 (0.95%) JBoss
10 11 (0.87%) WebLogic
11 10 (0.79%) BizTalk Server
11 10 (0.79%) Mule
11 10 (0.79%) SAS
11 10 (0.79%) Sitecore CMS
12 9 (0.71%) Apache Pulsar
12 9 (0.71%) Apache Solr
Applications
1 5 (0.40%) Microsoft Project
2 4 (0.32%) SPSS
3 2 (0.16%) Chatbot
3 2 (0.16%) Spreadsheet
4 1 (0.079%) Microsoft Office
Business Applications
1 9 (0.71%) SAP FI-CA
1 9 (0.71%) SAP PSCD
2 5 (0.40%) SAP Oil and Gas
2 5 (0.40%) Temenos T24
3 4 (0.32%) Oracle Applications
3 4 (0.32%) Oracle BPM
4 3 (0.24%) SDL Web 8
4 3 (0.24%) Shopify
5 2 (0.16%) Bloomberg AIM
5 2 (0.16%) Dynamics CRM
5 2 (0.16%) Payment Gateway
5 2 (0.16%) SAP HCM
6 1 (0.079%) Magento
6 1 (0.079%) Primavera
6 1 (0.079%) Sparx Enterprise Architect
Cloud Services
1 435 (34.52%) AWS
2 284 (22.54%) Azure
3 153 (12.14%) GCP
4 146 (11.59%) Serverless
5 135 (10.71%) GitHub
6 117 (9.29%) AWS Lambda
7 103 (8.17%) OpenShift
8 67 (5.32%) Amazon S3
9 63 (5.00%) Azure Cosmos DB
10 57 (4.52%) PaaS
11 47 (3.73%) AWS CloudFormation
12 45 (3.57%) Amazon EKS
12 45 (3.57%) Azure DevOps
13 38 (3.02%) SaaS
14 37 (2.94%) npm
15 35 (2.78%) IaaS
16 24 (1.90%) Azure AKS
16 24 (1.90%) Kong
17 22 (1.75%) Amazon SQS
17 22 (1.75%) Azure Functions
Communications & Networking
1 42 (3.33%) HTTP
2 26 (2.06%) SSL
3 25 (1.98%) DNS
4 20 (1.59%) TCP/IP
5 16 (1.27%) HTTPS
5 16 (1.27%) Internet
6 10 (0.79%) Kerberos
7 9 (0.71%) SMTP
8 8 (0.63%) Firewall
9 7 (0.56%) DHCP
9 7 (0.56%) FTP
9 7 (0.56%) MQTT
9 7 (0.56%) SSH
10 5 (0.40%) LAN
10 5 (0.40%) WAN
11 4 (0.32%) Calico
11 4 (0.32%) VPN
12 2 (0.16%) SAN
13 1 (0.079%) Sourcefire
13 1 (0.079%) Wireless
Database & Business Intelligence
1 381 (30.24%) NoSQL
2 314 (24.92%) PostgreSQL
3 254 (20.16%) MySQL
4 171 (13.57%) SQL Server
5 124 (9.84%) Relational Database
6 112 (8.89%) Elasticsearch
7 97 (7.70%) Redis
8 86 (6.83%) Apache Cassandra
9 81 (6.43%) Hadoop
10 70 (5.56%) DynamoDB
11 63 (5.00%) Big Data
12 55 (4.37%) Oracle Database
13 48 (3.81%) Amazon Aurora
14 38 (3.02%) Data Warehouse
15 37 (2.94%) RDBMS
16 35 (2.78%) HBase
17 34 (2.70%) Couchbase
18 33 (2.62%) Amazon RDS
19 31 (2.46%) Amazon Redshift
20 30 (2.38%) Data Lake
Development Applications
1 324 (25.71%) Jenkins
2 266 (21.11%) Git (software)
3 113 (8.97%) Maven
4 103 (8.17%) JIRA
5 97 (7.70%) GitLab
6 67 (5.32%) Selenium
7 58 (4.60%) Cucumber
8 57 (4.52%) JUnit
9 53 (4.21%) Postman
10 52 (4.13%) Mockito
11 38 (3.02%) Cypress.io
12 34 (2.70%) Gradle
13 32 (2.54%) Sonatype Nexus
14 30 (2.38%) webpack
15 29 (2.30%) SonarQube
16 28 (2.22%) Gatling
17 27 (2.14%) Bitbucket
18 18 (1.43%) SoapUI
18 18 (1.43%) Spinnaker
18 18 (1.43%) TeamCity
General
1 254 (20.16%) Social Skills
2 236 (18.73%) Finance
3 162 (12.86%) Public Sector
4 138 (10.95%) Banking
5 62 (4.92%) Analytical Skills
6 34 (2.70%) Telecoms
7 27 (2.14%) Presentation Skills
8 26 (2.06%) Marketing
9 24 (1.90%) Investment Banking
10 21 (1.67%) Games
11 20 (1.59%) Military
11 20 (1.59%) Police
12 19 (1.51%) Influencing Skills
13 15 (1.19%) Manufacturing
13 15 (1.19%) Retail Banking
14 12 (0.95%) Front Office
14 12 (0.95%) Legal
15 11 (0.87%) Retail
16 10 (0.79%) Financial Institution
16 10 (0.79%) Pharmaceutical
Job Titles
1 624 (49.52%) Developer
2 184 (14.60%) Java Developer
3 136 (10.79%) Full Stack Developer
4 128 (10.16%) Senior Developer
5 95 (7.54%) Architect
6 76 (6.03%) Software Engineer
7 68 (5.40%) DevOps Engineer
8 64 (5.08%) Data Engineer
9 62 (4.92%) Senior Java Developer
10 48 (3.81%) Scala Developer
11 43 (3.41%) Python Developer
12 42 (3.33%) DBA
13 40 (3.17%) Node.js Developer
13 40 (3.17%) React Developer
14 38 (3.02%) Backend Developer
14 38 (3.02%) C# Developer
15 37 (2.94%) Java Engineer
15 37 (2.94%) Solutions Architect
16 34 (2.70%) AWS Engineer
17 33 (2.62%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 324 (25.71%) Kafka
2 315 (25.00%) React
3 308 (24.44%) Node.js
4 276 (21.90%) REST
5 248 (19.68%) HTML
6 231 (18.33%) Spring
7 202 (16.03%) CSS
8 194 (15.40%) Spring Boot
9 168 (13.33%) RESTful
10 140 (11.11%) JSON
11 129 (10.24%) AngularJS
12 120 (9.52%) .NET
13 117 (9.29%) GraphQL
14 111 (8.81%) Web Services
15 86 (6.83%) RabbitMQ
16 80 (6.35%) Express
17 77 (6.11%) HTML5
18 72 (5.71%) OAuth
19 70 (5.56%) Play Framework
20 58 (4.60%) Jest
Miscellaneous
1 112 (8.89%) User Experience
2 71 (5.63%) Legacy Systems
3 67 (5.32%) Cloud Native
4 58 (4.60%) iPad
5 57 (4.52%) Public Cloud
6 36 (2.86%) Self-Motivation
7 32 (2.54%) Greenfield Project
8 31 (2.46%) Data Protection Act
9 30 (2.38%) Mobile App
10 29 (2.30%) Media Streaming
10 29 (2.30%) Video\Live Streaming
11 26 (2.06%) Data Structures
11 26 (2.06%) Management Information System
12 24 (1.90%) Enterprise Software
13 23 (1.83%) Linux Command Line
14 22 (1.75%) Blockchain
15 15 (1.19%) Algorithms
16 14 (1.11%) Hybrid Cloud
17 13 (1.03%) IoT
17 13 (1.03%) Replication
Operating Systems
1 205 (16.27%) Linux
2 90 (7.14%) Windows
3 79 (6.27%) Unix
4 19 (1.51%) Red Hat Enterprise Linux
5 18 (1.43%) Apple iOS
6 16 (1.27%) Mac OS X
7 14 (1.11%) Windows Server
8 13 (1.03%) Android
9 11 (0.87%) Debian
10 8 (0.63%) CentOS
10 8 (0.63%) Ubuntu
11 3 (0.24%) Solaris
11 3 (0.24%) Windows Server 2019
12 2 (0.16%) Windows Server 2012
12 2 (0.16%) Windows Server 2016
13 1 (0.079%) AIX
13 1 (0.079%) Data ONTAP
13 1 (0.079%) Oracle Linux
13 1 (0.079%) SUSE Linux Enterprise Server
13 1 (0.079%) Windows Server 2008
Processes & Methodologies
1 538 (42.70%) Microservices
2 530 (42.06%) Agile
3 397 (31.51%) CI/CD
4 326 (25.87%) DevOps
5 290 (23.02%) Full Stack Development
6 278 (22.06%) TDD
7 226 (17.94%) Test Automation
8 220 (17.46%) Software Engineering
9 176 (13.97%) Scrum
10 173 (13.73%) Continuous Integration
11 159 (12.62%) BDD
12 153 (12.14%) Problem-Solving
13 137 (10.87%) Unit Testing
14 136 (10.79%) Analytics
15 109 (8.65%) Mentoring
16 107 (8.49%) Event-Driven
17 105 (8.33%) Data Modelling
17 105 (8.33%) Web Development
18 104 (8.25%) Infrastructure as Code
19 86 (6.83%) Continuous Delivery
Programming Languages
1 583 (46.27%) Java
2 397 (31.51%) JavaScript
3 349 (27.70%) Python
4 339 (26.90%) SQL
5 204 (16.19%) TypeScript
6 118 (9.37%) Scala
7 104 (8.25%) C#
8 88 (6.98%) Go
9 53 (4.21%) Groovy
10 52 (4.13%) PL/SQL
11 51 (4.05%) Bash
12 47 (3.73%) Shell Script
13 42 (3.33%) Ruby
14 38 (3.02%) ES6
15 31 (2.46%) PHP
16 30 (2.38%) PowerShell
17 22 (1.75%) C++
17 22 (1.75%) Perl
17 22 (1.75%) T-SQL
18 18 (1.43%) Kotlin
Qualifications
1 103 (8.17%) Security Cleared
2 78 (6.19%) SC Cleared
3 53 (4.21%) Degree
4 29 (2.30%) Computer Science Degree
5 28 (2.22%) BPSS Clearance
6 18 (1.43%) ISEB
7 17 (1.35%) DV Cleared
8 12 (0.95%) ISTQB
8 12 (0.95%) ISTQB Foundation Certification
9 9 (0.71%) AWS Certification
10 8 (0.63%) Microsoft Certification
11 5 (0.40%) FFIEC
11 5 (0.40%) Master's Degree
11 5 (0.40%) PhD
12 2 (0.16%) HNC
12 2 (0.16%) HND
12 2 (0.16%) MBA
12 2 (0.16%) MCSA
12 2 (0.16%) MCSE
12 2 (0.16%) Oracle Certification
Quality Assurance & Compliance
1 118 (9.37%) Accessibility
2 68 (5.40%) QA
3 22 (1.75%) WCAG
4 17 (1.35%) Data Quality
5 8 (0.63%) PCI DSS
6 6 (0.48%) HL7
7 5 (0.40%) GDPR
7 5 (0.40%) GLBA
7 5 (0.40%) NIST
8 4 (0.32%) ISO 20022
8 4 (0.32%) SEPA
9 3 (0.24%) SLA
10 2 (0.16%) EMIR
10 2 (0.16%) MiFID
10 2 (0.16%) Sarbanes-Oxley
11 1 (0.079%) Cyber Essentials
11 1 (0.079%) Cyber Essentials PLUS
11 1 (0.079%) Disclosure Scotland
System Software
1 334 (26.51%) Docker
2 23 (1.83%) Active Directory
3 11 (0.87%) Oracle RAC
3 11 (0.87%) vCloud
4 10 (0.79%) HDFS
5 9 (0.71%) VMware ESXi
6 8 (0.63%) Virtual Machines
7 7 (0.56%) VMware Infrastructure
8 6 (0.48%) Apache Flume
8 6 (0.48%) Varnish
9 3 (0.24%) NFS
9 3 (0.24%) Samba
10 1 (0.079%) etcd
10 1 (0.079%) Hyper-V
Systems Management
1 336 (26.67%) Kubernetes
2 159 (12.62%) Terraform
3 101 (8.02%) Ansible
4 83 (6.59%) Grafana
5 51 (4.05%) Puppet
6 39 (3.10%) Prometheus
7 37 (2.94%) Opscode Chef
8 28 (2.22%) Kibana
9 27 (2.14%) Consul
10 20 (1.59%) Packer
11 17 (1.35%) Istio
12 15 (1.19%) ZABBIX
13 13 (1.03%) HAProxy
14 12 (0.95%) Enterprise Manager Cloud Control
14 12 (0.95%) Fluentd
15 10 (0.79%) Oracle RMAN
16 7 (0.56%) Dell DRAC
16 7 (0.56%) logstash
17 6 (0.48%) Rancher
18 5 (0.40%) Oozie
Vendors
1 286 (22.70%) Oracle
2 78 (6.19%) Google
3 72 (5.71%) Microsoft
4 45 (3.57%) IBM
5 43 (3.41%) SAP
6 38 (3.02%) Red Hat
7 29 (2.30%) Mercator
8 28 (2.22%) VMware
9 27 (2.14%) Databricks
10 26 (2.06%) Splunk
11 22 (1.75%) MuleSoft
12 20 (1.59%) CyberArk
13 18 (1.43%) Informatica
14 15 (1.19%) Atlassian
14 15 (1.19%) Salesforce.com
14 15 (1.19%) Sitecore
15 13 (1.03%) Confluent
15 13 (1.03%) Teradata
16 12 (0.95%) Sonatype
16 12 (0.95%) Sparx