Period
to 17 September 2021

The following table provides summary statistics for contract job vacancies advertised in England 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 17 September 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 > England
6 months to
17 Sep 2021
Same period 2020 Same period 2019
Rank 195 145 186
Rank change year-on-year -50 +41 -57
Contract jobs citing MongoDB 897 485 1,253
As % of all contract jobs advertised in England 1.41% 1.84% 1.53%
As % of the Database & Business Intelligence category 6.53% 7.97% 6.90%
Number of daily rates quoted 587 355 955
10th Percentile £400 £363 £400
25th Percentile £440 £443 £438
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - -
75th Percentile £647 £613 £606
90th Percentile £716 £678 £675
UK median daily rate £525 £525 £525
Number of hourly rates quoted 5 0 0
Median hourly rate £62.00 - -
UK median hourly rate £62.00 - -

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 13,745 6,088 18,162
As % of all contract IT jobs advertised in England 21.64% 23.11% 22.21%
Number of daily rates quoted 9,673 4,261 12,663
10th Percentile £350 £315 £325
25th Percentile £419 £405 £400
Median daily rate (50th Percentile) £525 £500 £480
Median % change year-on-year +5.00% +4.17% +1.05%
75th Percentile £625 £600 £575
90th Percentile £713 £688 £656
UK median daily rate £515 £500 £475
% change year-on-year +3.00% +5.26% +1.06%
Number of hourly rates quoted 196 95 221
10th Percentile £13.50 £12.63 £12.50
25th Percentile £20.00 £17.73 £17.09
Median hourly rate £28.68 £25.05 £30.00
Median % change year-on-year +14.50% -16.52% +8.19%
75th Percentile £54.03 £44.00 £51.25
90th Percentile £65.25 £55.00 £60.00
UK median hourly rate £29.63 £24.25 £30.00
% change year-on-year +22.16% -19.17% +9.09%

MongoDB
Job Vacancy Trend in England

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

Job vacancy trend for MongoDB in England

MongoDB
Contractor Daily Rate Trend in England

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

Daily rate trend for MongoDB in England

MongoDB
Daily Rate Histogram in England

Daily rate distribution for jobs citing MongoDB in England over the 6 months to 17 September 2021.

Daily rate histogram for MongoDB in England

MongoDB
Contractor Hourly Rate Trend in England

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

Hourly rate trend for MongoDB in England

MongoDB
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the England region over the 6 months to 17 September 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
London -57 543 £600 +9.09% 239
North of England -59 101 £458 -12.86% 110
North West -19 67 £438 -16.67% 74
South East -38 67 £525 +15.99% 75
Midlands -58 50 £450 +20.00% 44
South West -12 41 £440 +20.55% 37
West Midlands -49 30 £450 +3.45% 32
Yorkshire -59 26 £475 -9.52% 25
East of England -36 12 £461 -16.14% 22
East Midlands -43 12 £464 +71.76% 12
North East -25 8 £620 +24.00% 11
MongoDB
UK

For the 6 months to 17 September 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 across the England region with a requirement for MongoDB.

1 418 (46.60%) Java
2 362 (40.36%) Agile Software Development
3 327 (36.45%) Microservices
4 313 (34.89%) AWS
5 311 (34.67%) SQL
6 310 (34.56%) NoSQL
7 295 (32.89%) JavaScript
8 257 (28.65%) Git (software)
9 251 (27.98%) Kubernetes
10 250 (27.87%) Node.js
11 246 (27.42%) Kafka
12 229 (25.53%) Python
13 226 (25.20%) DevOps
14 223 (24.86%) Azure
15 221 (24.64%) Docker
16 208 (23.19%) Oracle
17 201 (22.41%) Jenkins
18 198 (22.07%) Spring
19 196 (21.85%) React
20 194 (21.63%) MySQL
21 188 (20.96%) Software Engineering
21 188 (20.96%) Full Stack Development
22 183 (20.40%) REST
23 168 (18.73%) PostgreSQL
24 164 (18.28%) Linux
25 155 (17.28%) HTML
26 148 (16.50%) Finance
27 141 (15.72%) TDD
28 138 (15.38%) SQL Server
28 138 (15.38%) Spring Boot

MongoDB
Co-occurring IT Skills in England 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
1 104 (11.59%) Apache Spark
2 65 (7.25%) Elasticsearch
3 54 (6.02%) Confluence
4 39 (4.35%) Apache
5 32 (3.57%) BizTalk Server
6 25 (2.79%) nginx
6 25 (2.79%) Tomcat
7 21 (2.34%) JBoss
8 18 (2.01%) OpenStack
9 11 (1.23%) Apache Airflow
9 11 (1.23%) Mule
10 9 (1.00%) Oracle SOA Suite
10 9 (1.00%) WebSphere
11 8 (0.89%) Cloud Foundry
12 7 (0.78%) Oracle Application Server
12 7 (0.78%) WebLogic
13 6 (0.67%) Red Hat Fuse
14 5 (0.56%) Ethereum
14 5 (0.56%) IIS
14 5 (0.56%) Jetty
Applications
1 4 (0.45%) SPSS
2 3 (0.33%) Microsoft Office
2 3 (0.33%) Microsoft Project
3 1 (0.11%) Microsoft Excel
3 1 (0.11%) Spreadsheet
3 1 (0.11%) SPSS Modeler
Business Applications
1 2 (0.22%) Magento
1 2 (0.22%) SAP FI-CA
1 2 (0.22%) SAP PSCD
2 1 (0.11%) Dynamics CRM
2 1 (0.11%) Oracle BPM
2 1 (0.11%) SAP Oil and Gas
Cloud Services
1 313 (34.89%) AWS
2 223 (24.86%) Azure
3 136 (15.16%) Serverless
4 124 (13.82%) GCP
5 100 (11.15%) AWS Lambda
6 73 (8.14%) Azure Cosmos DB
7 71 (7.92%) GitHub
8 47 (5.24%) OpenShift
9 37 (4.12%) Azure Functions
9 37 (4.12%) Azure Logic Apps
9 37 (4.12%) Azure Storage
10 36 (4.01%) Cloud Computing
10 36 (4.01%) PaaS
11 34 (3.79%) npm
12 30 (3.34%) SaaS
13 29 (3.23%) IaaS
14 22 (2.45%) Amazon S3
15 21 (2.34%) Yarn
16 18 (2.01%) Power Platform
16 18 (2.01%) Snowflake
Communications & Networking
1 34 (3.79%) HTTP
2 18 (2.01%) AMQP
3 13 (1.45%) Internet
4 12 (1.34%) TCP/IP
5 8 (0.89%) SSL
6 7 (0.78%) Firewall
7 6 (0.67%) DNS
7 6 (0.67%) Intranet
7 6 (0.67%) Network Security
8 5 (0.56%) Kerberos
8 5 (0.56%) LAN
8 5 (0.56%) SAN
8 5 (0.56%) WAN
9 4 (0.45%) 5G
9 4 (0.45%) Broadband
9 4 (0.45%) SNMP
10 3 (0.33%) IPv4
10 3 (0.33%) NAS
10 3 (0.33%) VPN
11 2 (0.22%) FCoE
Database & Business Intelligence
1 310 (34.56%) NoSQL
2 194 (21.63%) MySQL
3 168 (18.73%) PostgreSQL
4 138 (15.38%) SQL Server
5 95 (10.59%) Hadoop
6 94 (10.48%) Relational Database
7 92 (10.26%) Redis
8 90 (10.03%) Big Data
9 88 (9.81%) Apache Cassandra
10 54 (6.02%) Azure SQL Database
10 54 (6.02%) HBase
11 40 (4.46%) Oracle Database
11 40 (4.46%) RDBMS
12 39 (4.35%) Data Lake
13 36 (4.01%) Apache Hive
14 32 (3.57%) Amazon DynamoDB
14 32 (3.57%) Data Warehouse
15 28 (3.12%) Couchbase
16 27 (3.01%) MariaDB
17 23 (2.56%) HDInsight
Development Applications
1 257 (28.65%) Git (software)
2 201 (22.41%) Jenkins
3 112 (12.49%) JIRA
4 97 (10.81%) Maven
5 55 (6.13%) JUnit
6 54 (6.02%) GitLab
7 42 (4.68%) Mockito
8 36 (4.01%) Cucumber
9 34 (3.79%) webpack
10 33 (3.68%) Postman
11 31 (3.46%) Selenium
12 30 (3.34%) Bitbucket
13 27 (3.01%) Atlassian Bamboo
14 24 (2.68%) Subversion
15 21 (2.34%) Cypress.io
16 19 (2.12%) TeamCity
17 18 (2.01%) SonarQube
17 18 (2.01%) Sonatype Nexus
18 17 (1.90%) Gradle
18 17 (1.90%) Mocha
General
1 148 (16.50%) Finance
2 129 (14.38%) Banking
2 129 (14.38%) Social Skills
3 45 (5.02%) Investment Banking
3 45 (5.02%) Public Sector
4 44 (4.91%) Analytical Skills
5 28 (3.12%) Telecoms
6 22 (2.45%) Front Office
7 18 (2.01%) Presentation Skills
8 15 (1.67%) Retail Banking
9 14 (1.56%) Marketing
10 13 (1.45%) Law
11 11 (1.23%) Games
11 11 (1.23%) Retail
12 9 (1.00%) Manufacturing
12 9 (1.00%) Pharmaceutical
13 8 (0.89%) Financial Institution
14 7 (0.78%) Influencing Skills
15 6 (0.67%) Military
15 6 (0.67%) Police
Job Titles
1 433 (48.27%) Developer
2 166 (18.51%) Java Developer
3 102 (11.37%) Architect
4 95 (10.59%) Senior Developer
5 91 (10.14%) Full Stack Developer
6 52 (5.80%) Software Engineer
7 49 (5.46%) Senior Java Developer
8 48 (5.35%) Data Engineer
9 44 (4.91%) DevOps Engineer
10 38 (4.24%) Java Engineer
11 37 (4.12%) React Developer
12 36 (4.01%) Solutions Architect
13 29 (3.23%) Azure Developer
13 29 (3.23%) C# Developer
14 26 (2.90%) Python Developer
15 24 (2.68%) JavaScript Developer
16 23 (2.56%) .NET Developer
17 22 (2.45%) Node.js Developer
18 21 (2.34%) Data Architect
18 21 (2.34%) Python Engineer
Libraries, Frameworks & Software Standards
1 250 (27.87%) Node.js
2 246 (27.42%) Kafka
3 198 (22.07%) Spring
4 196 (21.85%) React
5 183 (20.40%) REST
6 155 (17.28%) HTML
7 138 (15.38%) Spring Boot
8 132 (14.72%) CSS
9 126 (14.05%) AngularJS
10 121 (13.49%) Web Services
11 117 (13.04%) RESTful
12 82 (9.14%) .NET
13 72 (8.03%) Express
14 69 (7.69%) GraphQL
15 57 (6.35%) HTML5
16 55 (6.13%) JSON
17 50 (5.57%) .NET Core
17 50 (5.57%) RabbitMQ
18 47 (5.24%) OAuth
19 46 (5.13%) Hibernate
Miscellaneous
1 63 (7.02%) Cloud Native
2 37 (4.12%) Greenfield Project
2 37 (4.12%) User Experience
3 35 (3.90%) Legacy Systems
4 30 (3.34%) Algorithms
5 25 (2.79%) Data Structures
5 25 (2.79%) Public Cloud
6 24 (2.68%) Mobile App
7 20 (2.23%) Fixed Income
8 18 (2.01%) iPad
9 17 (1.90%) Self-Motivation
10 13 (1.45%) Market Risk
11 10 (1.11%) Clustering
11 10 (1.11%) Data Centre
11 10 (1.11%) Reference Data
12 9 (1.00%) Grid Computing
13 8 (0.89%) Enterprise Software
13 8 (0.89%) Legacy Code
14 7 (0.78%) Legacy Applications
14 7 (0.78%) Private Cloud
Operating Systems
1 164 (18.28%) Linux
2 76 (8.47%) Windows
3 75 (8.36%) Unix
4 23 (2.56%) Red Hat Enterprise Linux
5 21 (2.34%) Windows Server
6 13 (1.45%) Android
7 12 (1.34%) Mac OS X
8 11 (1.23%) Apple iOS
8 11 (1.23%) Debian
9 9 (1.00%) VMS
10 8 (0.89%) CentOS
11 6 (0.67%) Solaris
12 3 (0.33%) Ubuntu
13 1 (0.11%) CoreOS
13 1 (0.11%) SUSE
13 1 (0.11%) Windows Server 2012
13 1 (0.11%) Windows Server 2016
13 1 (0.11%) Windows Server 2019
Processes & Methodologies
1 362 (40.36%) Agile Software Development
2 327 (36.45%) Microservices
3 226 (25.20%) DevOps
4 188 (20.96%) Full Stack Development
4 188 (20.96%) Software Engineering
5 141 (15.72%) TDD
6 133 (14.83%) Scrum
7 109 (12.15%) BDD
8 103 (11.48%) Continuous Integration
9 100 (11.15%) Test Automation
10 97 (10.81%) SDLC
11 85 (9.48%) Problem-Solving
12 76 (8.47%) Data Engineering
13 75 (8.36%) Analytics
14 67 (7.47%) Continuous Improvement
15 57 (6.35%) Open Source
16 55 (6.13%) Data Modelling
17 54 (6.02%) Data Pipeline
18 51 (5.69%) Migration
19 50 (5.57%) MVC
Programming Languages
1 418 (46.60%) Java
2 311 (34.67%) SQL
3 295 (32.89%) JavaScript
4 229 (25.53%) Python
5 95 (10.59%) TypeScript
6 77 (8.58%) C#
7 76 (8.47%) Scala
8 66 (7.36%) Java 8
9 58 (6.47%) PL/SQL
10 48 (5.35%) C++
11 40 (4.46%) T-SQL
12 38 (4.24%) Go
13 36 (4.01%) PHP
14 27 (3.01%) Bash Shell
15 25 (2.79%) ES6
16 22 (2.45%) Ruby
17 21 (2.34%) Java 11
18 20 (2.23%) Groovy
19 18 (2.01%) PowerShell
20 17 (1.90%) Shell Script
Qualifications
1 64 (7.13%) Security Cleared
2 54 (6.02%) SC Cleared
3 30 (3.34%) Degree
4 12 (1.34%) AWS Certification
5 11 (1.23%) DV Cleared
6 8 (0.89%) BPSS Clearance
6 8 (0.89%) ISTQB
6 8 (0.89%) ISTQB Foundation Certification
7 7 (0.78%) ISEB
8 5 (0.56%) Computer Science Degree
9 4 (0.45%) Master's Degree
10 2 (0.22%) (ISC)2 CCSP
10 2 (0.22%) Cisco Certification
10 2 (0.22%) CISM
10 2 (0.22%) CISSP
10 2 (0.22%) ITIL Certification
10 2 (0.22%) TOGAF Certification
11 1 (0.11%) MBA
11 1 (0.11%) Microsoft Certification
11 1 (0.11%) PMI Certification
Quality Assurance & Compliance
1 43 (4.79%) QA
2 31 (3.46%) Accessibility
3 13 (1.45%) Data Quality
3 13 (1.45%) GDPR
4 11 (1.23%) WCAG
5 5 (0.56%) ISO 20022
6 3 (0.33%) FedRAMP
6 3 (0.33%) Sarbanes-Oxley
7 1 (0.11%) PCI DSS
7 1 (0.11%) PMO
System Software
1 221 (24.64%) Docker
2 15 (1.67%) Oracle RAC
2 15 (1.67%) VMware Infrastructure
3 14 (1.56%) HDFS
4 9 (1.00%) Active Directory
4 9 (1.00%) Virtual Machines
5 7 (0.78%) OpenAM
6 6 (0.67%) KVM
7 5 (0.56%) Apache Flume
8 4 (0.45%) vCloud
9 3 (0.33%) Hyper-V
10 2 (0.22%) NFS
10 2 (0.22%) SRDF
10 2 (0.22%) VirtualBox
10 2 (0.22%) VMware ESXi
10 2 (0.22%) VMware Workstation
10 2 (0.22%) Xen
11 1 (0.11%) Apache ZooKeeper
Systems Management
1 251 (27.98%) Kubernetes
2 88 (9.81%) Terraform
3 62 (6.91%) Ansible
4 44 (4.91%) Puppet
5 29 (3.23%) Grafana
6 24 (2.68%) Opscode Chef
7 20 (2.23%) Kibana
8 9 (1.00%) Oozie
9 8 (0.89%) Prometheus
9 8 (0.89%) Rancher
10 7 (0.78%) Enterprise Manager Cloud Control
11 6 (0.67%) Consul
11 6 (0.67%) Graphite
11 6 (0.67%) ZABBIX
12 5 (0.56%) HAProxy
12 5 (0.56%) Kubeflow
12 5 (0.56%) Oracle RMAN
13 4 (0.45%) Fluentd
13 4 (0.45%) Istio
13 4 (0.45%) SCCM
Vendors
1 208 (23.19%) Oracle
2 59 (6.58%) Google
3 55 (6.13%) Microsoft
4 54 (6.02%) MuleSoft
5 32 (3.57%) Databricks
5 32 (3.57%) Red Hat
6 27 (3.01%) Splunk
7 25 (2.79%) SAP
7 25 (2.79%) VMware
8 23 (2.56%) IBM
9 21 (2.34%) Atlassian
9 21 (2.34%) Sybase
10 17 (1.90%) Cloudera
11 15 (1.67%) Informatica
12 14 (1.56%) New Relic
13 12 (1.34%) Alteryx
14 10 (1.11%) Ab Initio
14 10 (1.11%) MapR
14 10 (1.11%) PagerDuty
15 8 (0.89%) EMC