Period
to 25 October 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 25 October 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
25 Oct 2021
Same period 2020 Same period 2019
Rank 182 149 190
Rank change year-on-year -33 +41 -64
Contract jobs citing MongoDB 1,265 585 1,209
As % of all contract jobs advertised in the UK 1.49% 1.84% 1.43%
As % of the Database & Business Intelligence category 7.00% 8.03% 6.52%
Number of daily rates quoted 887 403 896
10th Percentile £400 £350 £363
25th Percentile £450 £425 £425
Median daily rate (50th Percentile) £550 £525 £500
Median % change year-on-year +4.76% +5.00% -4.76%
75th Percentile £650 £600 £588
90th Percentile £727 £675 £698
UK excluding London median daily rate £465 £493 £450
% change year-on-year -5.58% +9.44% -5.26%
Number of hourly rates quoted 9 0 0
Median hourly rate £62.00 - -
UK excluding London median hourly rate £62.08 - -

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 18,068 7,285 18,547
As % of all contract IT jobs advertised in the UK 21.30% 22.88% 21.98%
Number of daily rates quoted 12,695 4,988 12,805
10th Percentile £351 £313 £319
25th Percentile £425 £400 £400
Median daily rate (50th Percentile) £525 £488 £475
Median % change year-on-year +7.69% +2.63% -
75th Percentile £625 £588 £575
90th Percentile £713 £668 £656
UK excluding London median daily rate £463 £438 £438
% change year-on-year +5.71% - +2.94%
Number of hourly rates quoted 220 120 247
10th Percentile £16.20 £12.63 £11.72
25th Percentile £22.69 £17.65 £16.84
Median hourly rate £34.75 £25.52 £29.96
Median % change year-on-year +36.15% -14.81% +8.95%
75th Percentile £57.58 £42.00 £46.17
90th Percentile £65.50 £55.00 £60.00
UK excluding London median hourly rate £30.00 £23.43 £27.94
% change year-on-year +28.04% -16.14% +7.46%

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 25 October 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
Hourly Rate Histogram

Hourly rate distribution of jobs citing MongoDB over the 6 months to 25 October 2021.

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 25 October 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 -55 958 £550 +4.76% 617
London -55 593 £600 +9.09% 298
Work from Home -29 426 £525 +6.06% 142
UK excluding London -46 376 £465 -5.58% 351
North of England -62 105 £475 -9.52% 108
Scotland -25 84 £443 +4.12% 23
North West -23 67 £450 -14.29% 75
Midlands -56 60 £450 +8.43% 61
South East -60 54 £575 +27.03% 79
South West -11 45 £439 +33.97% 43
West Midlands -56 40 £438 +0.57% 34
Yorkshire -58 31 £500 -4.76% 18
Wales -13 18 £530 +41.33% 12
East Midlands -37 16 £485 +79.63% 27
North East -12 11 £620 +24.00% 15
East of England -56 7 £463 -15.91% 23
Northern Ireland -1 3 £413 -4.29% 2

For the 6 months to 25 October 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.

1 603 (47.67%) Java
2 547 (43.24%) Agile Software Development
3 486 (38.42%) Microservices
4 460 (36.36%) NoSQL
5 427 (33.75%) AWS
6 416 (32.89%) SQL
7 398 (31.46%) JavaScript
8 347 (27.43%) Kafka
8 347 (27.43%) DevOps
9 345 (27.27%) Node.js
10 343 (27.11%) Git (software)
11 328 (25.93%) Docker
12 327 (25.85%) Kubernetes
12 327 (25.85%) Jenkins
13 304 (24.03%) Azure
14 303 (23.95%) Python
15 298 (23.56%) Spring
16 290 (22.92%) MySQL
16 290 (22.92%) PostgreSQL
17 283 (22.37%) REST
18 268 (21.19%) Oracle
19 264 (20.87%) React
20 259 (20.47%) Software Engineering
21 252 (19.92%) Linux
22 248 (19.60%) Full Stack Development
23 234 (18.50%) TDD
24 208 (16.44%) Spring Boot
25 207 (16.36%) Finance
26 192 (15.18%) HTML
27 189 (14.94%) Scrum

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
1 113 (8.93%) Apache Spark
2 95 (7.51%) Elasticsearch
3 68 (5.38%) Confluence
4 50 (3.95%) Apache
5 37 (2.92%) nginx
6 32 (2.53%) BizTalk Server
7 25 (1.98%) Tomcat
8 23 (1.82%) OpenStack
9 19 (1.50%) JBoss
10 13 (1.03%) WebLogic
11 10 (0.79%) Cloud Foundry
11 10 (0.79%) Mule
11 10 (0.79%) Oracle SOA Suite
11 10 (0.79%) WebSphere
12 9 (0.71%) CMS
13 8 (0.63%) Apache Airflow
14 7 (0.55%) IIS
14 7 (0.55%) Oracle Application Server
15 6 (0.47%) Apache Solr
15 6 (0.47%) Headless CMS
Applications
1 7 (0.55%) Microsoft Excel
2 4 (0.32%) Microsoft Project
2 4 (0.32%) SPSS
3 3 (0.24%) Microsoft Office
4 1 (0.079%) Spreadsheet
4 1 (0.079%) SPSS Modeler
Business Applications
1 5 (0.40%) SAP FI-CA
1 5 (0.40%) SAP PSCD
2 2 (0.16%) Dynamics CRM
3 1 (0.079%) Oracle BPM
3 1 (0.079%) SAP Oil and Gas
Cloud Services
1 427 (33.75%) AWS
2 304 (24.03%) Azure
3 182 (14.39%) Serverless
4 157 (12.41%) GCP
5 127 (10.04%) AWS Lambda
6 90 (7.11%) GitHub
6 90 (7.11%) OpenShift
7 78 (6.17%) Azure Cosmos DB
8 72 (5.69%) PaaS
9 61 (4.82%) Amazon S3
10 60 (4.74%) SaaS
11 55 (4.35%) IaaS
12 42 (3.32%) Azure Functions
13 39 (3.08%) AWS CloudFormation
14 38 (3.00%) Cloud Computing
15 37 (2.92%) Azure Logic Apps
15 37 (2.92%) Azure Storage
16 32 (2.53%) npm
17 27 (2.13%) Power Platform
18 25 (1.98%) Azure Data Factory
Communications & Networking
1 56 (4.43%) HTTP
2 21 (1.66%) Internet
3 18 (1.42%) AMQP
4 12 (0.95%) LAN
4 12 (0.95%) TCP/IP
4 12 (0.95%) WAN
5 11 (0.87%) Firewall
5 11 (0.87%) Intranet
6 8 (0.63%) DNS
6 8 (0.63%) SSL
7 6 (0.47%) Network Security
7 6 (0.47%) SAN
8 5 (0.40%) IPv4
9 4 (0.32%) 5G
9 4 (0.32%) Broadband
9 4 (0.32%) Kerberos
9 4 (0.32%) SNMP
10 3 (0.24%) Fibre Channel
10 3 (0.24%) NAS
10 3 (0.24%) VPN
Database & Business Intelligence
1 460 (36.36%) NoSQL
2 290 (22.92%) MySQL
2 290 (22.92%) PostgreSQL
3 156 (12.33%) SQL Server
4 136 (10.75%) Apache Cassandra
5 125 (9.88%) Hadoop
6 119 (9.41%) Big Data
6 119 (9.41%) Redis
7 115 (9.09%) Relational Database
8 70 (5.53%) HBase
9 59 (4.66%) Azure SQL Database
10 57 (4.51%) Data Lake
11 55 (4.35%) Data Warehouse
12 52 (4.11%) Oracle Database
13 47 (3.72%) RDBMS
14 46 (3.64%) Apache Hive
15 39 (3.08%) Amazon DynamoDB
16 35 (2.77%) Couchbase
17 29 (2.29%) MariaDB
18 24 (1.90%) Tableau
Development Applications
1 343 (27.11%) Git (software)
2 327 (25.85%) Jenkins
3 131 (10.36%) Maven
4 130 (10.28%) JIRA
5 94 (7.43%) GitLab
6 91 (7.19%) JUnit
7 66 (5.22%) Mockito
8 57 (4.51%) Cucumber
9 54 (4.27%) Selenium
10 50 (3.95%) Postman
11 48 (3.79%) Bitbucket
12 38 (3.00%) Cypress.io
12 38 (3.00%) webpack
13 36 (2.85%) Artifactory
14 32 (2.53%) SonarQube
15 30 (2.37%) Sonatype Nexus
15 30 (2.37%) Subversion
16 29 (2.29%) Atlassian Bamboo
16 29 (2.29%) Jasmine
17 26 (2.06%) TeamCity
General
1 207 (16.36%) Finance
2 171 (13.52%) Social Skills
3 155 (12.25%) Banking
4 103 (8.14%) Public Sector
5 62 (4.90%) Analytical Skills
6 47 (3.72%) Investment Banking
7 31 (2.45%) Presentation Skills
8 25 (1.98%) Front Office
9 24 (1.90%) Telecoms
10 16 (1.26%) Marketing
11 15 (1.19%) Retail
12 13 (1.03%) Financial Institution
12 13 (1.03%) Influencing Skills
12 13 (1.03%) Pharmaceutical
13 11 (0.87%) Documentation Skills
13 11 (0.87%) Games
14 10 (0.79%) Retail Banking
15 9 (0.71%) Law
15 9 (0.71%) Legal
16 7 (0.55%) Manufacturing
Job Titles
1 652 (51.54%) Developer
2 250 (19.76%) Java Developer
3 131 (10.36%) Full Stack Developer
4 126 (9.96%) Architect
5 117 (9.25%) Senior Developer
6 74 (5.85%) DevOps Engineer
7 71 (5.61%) Software Engineer
8 70 (5.53%) Data Engineer
9 53 (4.19%) Node.js Developer
10 49 (3.87%) React Developer
11 48 (3.79%) Senior Java Developer
12 42 (3.32%) Java Engineer
13 40 (3.16%) Solutions Architect
14 37 (2.92%) C# Developer
15 34 (2.69%) Python Developer
16 31 (2.45%) Backend Developer
16 31 (2.45%) JavaScript Developer
17 30 (2.37%) Azure Engineer
17 30 (2.37%) Front End Developer (Client-Side Developer)
17 30 (2.37%) Scala Developer
Libraries, Frameworks & Software Standards
1 347 (27.43%) Kafka
2 345 (27.27%) Node.js
3 298 (23.56%) Spring
4 283 (22.37%) REST
5 264 (20.87%) React
6 208 (16.44%) Spring Boot
7 192 (15.18%) HTML
8 165 (13.04%) AngularJS
9 158 (12.49%) CSS
10 155 (12.25%) RESTful
11 147 (11.62%) Web Services
12 112 (8.85%) JSON
13 111 (8.77%) .NET
14 91 (7.19%) Express
15 87 (6.88%) GraphQL
16 83 (6.56%) RabbitMQ
17 64 (5.06%) Hibernate
17 64 (5.06%) OAuth
18 62 (4.90%) MEAN Stack
19 61 (4.82%) .NET Core
Miscellaneous
1 83 (6.56%) Cloud Native
2 71 (5.61%) Legacy Systems
3 67 (5.30%) User Experience
4 48 (3.79%) Public Cloud
5 36 (2.85%) Greenfield Project
6 35 (2.77%) Algorithms
7 27 (2.13%) Mobile App
8 25 (1.98%) Data Structures
9 19 (1.50%) Fixed Income
9 19 (1.50%) Self-Motivation
10 14 (1.11%) Data Centre
10 14 (1.11%) Data Protection Act
11 13 (1.03%) Private Cloud
12 12 (0.95%) iPad
13 10 (0.79%) Clustering
13 10 (0.79%) Legacy Code
13 10 (0.79%) Reference Data
13 10 (0.79%) Replication
14 9 (0.71%) Hedge funds
14 9 (0.71%) Legacy Applications
Operating Systems
1 252 (19.92%) Linux
2 107 (8.46%) Unix
3 102 (8.06%) Windows
4 40 (3.16%) Red Hat Enterprise Linux
5 23 (1.82%) VMS
6 21 (1.66%) Mac OS X
6 21 (1.66%) Windows Server
7 15 (1.19%) Debian
8 14 (1.11%) CoreOS
9 11 (0.87%) Apple iOS
10 10 (0.79%) Android
10 10 (0.79%) Solaris
11 9 (0.71%) CentOS
12 8 (0.63%) Ubuntu
13 3 (0.24%) Data ONTAP
13 3 (0.24%) Windows Server 2012
13 3 (0.24%) Windows Server 2016
13 3 (0.24%) Windows Server 2019
14 1 (0.079%) DC/OS
14 1 (0.079%) Mesosphere
Processes & Methodologies
1 547 (43.24%) Agile Software Development
2 486 (38.42%) Microservices
3 347 (27.43%) DevOps
4 259 (20.47%) Software Engineering
5 248 (19.60%) Full Stack Development
6 234 (18.50%) TDD
7 189 (14.94%) Scrum
8 183 (14.47%) Test Automation
9 138 (10.91%) BDD
10 136 (10.75%) Continuous Integration
11 112 (8.85%) Analytics
12 108 (8.54%) SDLC
13 104 (8.22%) Problem-Solving
14 95 (7.51%) Infrastructure as Code
15 89 (7.04%) Data Engineering
16 87 (6.88%) Open Source
17 86 (6.80%) ETL
18 85 (6.72%) Data Modelling
19 84 (6.64%) Continuous Delivery
20 82 (6.48%) Unit Testing
Programming Languages
1 603 (47.67%) Java
2 416 (32.89%) SQL
3 398 (31.46%) JavaScript
4 303 (23.95%) Python
5 131 (10.36%) TypeScript
6 106 (8.38%) C#
6 106 (8.38%) Scala
7 74 (5.85%) Java 8
8 72 (5.69%) Java 11
9 61 (4.82%) PL/SQL
10 56 (4.43%) Go
11 51 (4.03%) Bash Shell
11 51 (4.03%) C++
12 48 (3.79%) PHP
13 45 (3.56%) T-SQL
14 35 (2.77%) Ruby
15 32 (2.53%) Shell Script
16 24 (1.90%) Groovy
17 23 (1.82%) PowerShell
18 22 (1.74%) Perl
Qualifications
1 96 (7.59%) Security Cleared
2 81 (6.40%) SC Cleared
3 35 (2.77%) Degree
4 31 (2.45%) BPSS Clearance
5 13 (1.03%) DV Cleared
6 12 (0.95%) ISEB
6 12 (0.95%) ISTQB
6 12 (0.95%) ISTQB Foundation Certification
7 10 (0.79%) AWS Certification
7 10 (0.79%) Computer Science Degree
8 4 (0.32%) Cisco Certification
9 2 (0.16%) BC Cleared
9 2 (0.16%) CCIE
9 2 (0.16%) CCNP
9 2 (0.16%) CISM
9 2 (0.16%) CISSP
9 2 (0.16%) ITIL Certification
9 2 (0.16%) OCP
9 2 (0.16%) Oracle Certification
9 2 (0.16%) TOGAF Certification
Quality Assurance & Compliance
1 84 (6.64%) Accessibility
2 55 (4.35%) QA
3 23 (1.82%) WCAG
4 19 (1.50%) GDPR
5 16 (1.26%) Data Quality
6 6 (0.47%) ISO 20022
7 4 (0.32%) Sarbanes-Oxley
8 3 (0.24%) Cyber Essentials
8 3 (0.24%) Cyber Essentials PLUS
8 3 (0.24%) FedRAMP
9 1 (0.079%) PCI DSS
9 1 (0.079%) PMO
System Software
1 328 (25.93%) Docker
2 21 (1.66%) HDFS
3 19 (1.50%) Virtual Machines
4 18 (1.42%) VMware Infrastructure
5 16 (1.26%) Oracle RAC
6 9 (0.71%) Active Directory
7 7 (0.55%) OpenAM
8 6 (0.47%) vCloud
9 5 (0.40%) KVM
10 3 (0.24%) Hyper-V
10 3 (0.24%) Samba
10 3 (0.24%) VMware ESXi
11 2 (0.16%) Apache Flume
11 2 (0.16%) Ceph
11 2 (0.16%) NFS
11 2 (0.16%) SRDF
11 2 (0.16%) VirtualBox
11 2 (0.16%) VMware NSX
11 2 (0.16%) VMware Workstation
11 2 (0.16%) Xen
Systems Management
1 327 (25.85%) Kubernetes
2 138 (10.91%) Terraform
3 100 (7.91%) Ansible
4 77 (6.09%) Grafana
5 47 (3.72%) Puppet
6 37 (2.92%) Kibana
7 26 (2.06%) Opscode Chef
8 15 (1.19%) Prometheus
9 12 (0.95%) HAProxy
10 11 (0.87%) ZABBIX
11 10 (0.79%) Consul
11 10 (0.79%) Nagios
12 8 (0.63%) Rancher
13 7 (0.55%) Enterprise Manager Cloud Control
13 7 (0.55%) Fluentd
14 6 (0.47%) Graphite
14 6 (0.47%) SCCM
15 5 (0.40%) Data Guard
15 5 (0.40%) Oozie
15 5 (0.40%) Oracle RMAN
Vendors
1 268 (21.19%) Oracle
2 83 (6.56%) Microsoft
3 77 (6.09%) Google
4 53 (4.19%) MuleSoft
4 53 (4.19%) Red Hat
5 41 (3.24%) Databricks
6 40 (3.16%) Splunk
7 31 (2.45%) SAP
8 29 (2.29%) VMware
9 27 (2.13%) IBM
10 25 (1.98%) Atlassian
11 23 (1.82%) Sybase
12 22 (1.74%) Salesforce.com
13 21 (1.66%) Informatica
14 20 (1.58%) Cloudera
15 18 (1.42%) Ab Initio
15 18 (1.42%) MapR
16 15 (1.19%) New Relic
17 14 (1.11%) StreamSets
18 13 (1.03%) Alteryx