Period
to 25 July 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 July 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 Jul 2021
Same period 2020 Same period 2019
Rank 176 176 169
Rank change year-on-year 0 -7 -32
Contract jobs citing MongoDB 1,068 593 1,521
As % of all contract jobs advertised in the UK 1.51% 1.58% 1.66%
As % of the Database & Business Intelligence category 7.09% 7.16% 7.31%
Number of daily rates quoted 702 441 1,156
10th Percentile £388 £388 £393
25th Percentile £425 £435 £425
Median daily rate (50th Percentile) £513 £525 £525
Median % change year-on-year -2.38% - -
75th Percentile £625 £613 £600
90th Percentile £713 £688 £675
UK excluding London median daily rate £450 £495 £475
% change year-on-year -9.09% +4.21% +2.70%
Number of hourly rates quoted 4 0 5
10th Percentile £43.82 " £47.10
25th Percentile £51.97 " £52.50
Median hourly rate £56.50 - £56.00
75th Percentile £57.88 " £56.50
90th Percentile £60.35 " £57.10
UK excluding London median hourly rate £56.50 - £55.00

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 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 15,072 8,278 20,804
As % of all contract IT jobs advertised in the UK 21.30% 22.06% 22.65%
Number of daily rates quoted 10,344 5,730 14,380
10th Percentile £338 £325 £325
25th Percentile £413 £406 £400
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +2.70%
75th Percentile £611 £600 £575
90th Percentile £700 £688 £650
UK excluding London median daily rate £450 £450 £433
% change year-on-year - +3.93% +4.40%
Number of hourly rates quoted 217 114 257
10th Percentile £11.71 £12.63 £13.45
25th Percentile £19.00 £17.77 £17.63
Median hourly rate £27.00 £22.50 £30.00
Median % change year-on-year +20.00% -25.00% -
75th Percentile £45.18 £43.12 £50.00
90th Percentile £62.00 £63.79 £60.00
UK excluding London median hourly rate £26.00 £21.57 £30.00
% change year-on-year +20.54% -28.10% +4.35%

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 July 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 July 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 July 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 -29 799 £548 +4.29% 569
London -42 497 £588 +5.62% 260
Work from Home -50 375 £500 +5.82% 111
UK excluding London +11 332 £450 -9.09% 341
North of England -41 85 £475 -9.52% 114
Scotland +5 80 £428 -12.31% 21
North West -6 60 £455 -8.54% 72
South East -9 59 £488 +13.04% 69
Midlands -22 49 £450 +5.14% 55
South West +10 30 £444 +10.94% 39
West Midlands -22 25 £445 +0.56% 34
Yorkshire -41 17 £500 -4.76% 31
East of England -6 14 £495 -10.00% 23
East Midlands -18 13 £508 +92.42% 21
Wales -9 10 £400 -16.23% 16
North East -14 8 £620 +24.00% 11
Northern Ireland 0 5 £413 -4.29% 4

For the 6 months to 25 July 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.

1 520 (48.69%) Java
2 448 (41.95%) Agile Software Development
3 388 (36.33%) Microservices
4 378 (35.39%) NoSQL
5 375 (35.11%) AWS
6 364 (34.08%) JavaScript
7 362 (33.90%) SQL
8 310 (29.03%) Kubernetes
9 309 (28.93%) Python
10 287 (26.87%) Node.js
11 283 (26.50%) Docker
12 277 (25.94%) DevOps
13 269 (25.19%) React
14 263 (24.63%) Git (software)
15 262 (24.53%) Azure
16 260 (24.34%) Kafka
17 249 (23.31%) Oracle
18 248 (23.22%) Jenkins
19 230 (21.54%) Software Engineering
20 227 (21.25%) REST
21 218 (20.41%) Spring
22 212 (19.85%) MySQL
23 208 (19.48%) TDD
24 204 (19.10%) Linux
25 200 (18.73%) HTML
26 199 (18.63%) PostgreSQL
27 184 (17.23%) Finance
28 179 (16.76%) AngularJS
29 177 (16.57%) Serverless
30 170 (15.92%) CSS

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
1 114 (10.67%) Apache Spark
2 94 (8.80%) Elasticsearch
3 57 (5.34%) Confluence
4 45 (4.21%) Apache
5 39 (3.65%) BizTalk Server
6 30 (2.81%) Tomcat
7 28 (2.62%) nginx
8 25 (2.34%) JBoss
9 22 (2.06%) Apache Airflow
10 14 (1.31%) WebSphere
11 13 (1.22%) Cloud Foundry
11 13 (1.22%) WebLogic
12 12 (1.12%) OpenStack
13 10 (0.94%) Oracle SOA Suite
14 9 (0.84%) Mule
15 7 (0.66%) Jetty
16 6 (0.56%) Apache Pulsar
16 6 (0.56%) IIS
16 6 (0.56%) Red Hat Fuse
16 6 (0.56%) WebSphere Application Server
Applications
1 3 (0.28%) Microsoft Office
1 3 (0.28%) SPSS
2 1 (0.094%) Adobe Illustrator
2 1 (0.094%) InDesign
2 1 (0.094%) Microsoft Excel
2 1 (0.094%) Microsoft Project
2 1 (0.094%) Photoshop
2 1 (0.094%) Spreadsheet
Business Applications
1 3 (0.28%) SAP FI-CA
1 3 (0.28%) SAP PSCD
2 2 (0.19%) Magento
3 1 (0.094%) Oracle BPM
3 1 (0.094%) Shopify
3 1 (0.094%) Summit
Cloud Services
1 375 (35.11%) AWS
2 262 (24.53%) Azure
3 177 (16.57%) Serverless
4 141 (13.20%) AWS Lambda
5 138 (12.92%) GCP
6 83 (7.77%) OpenShift
7 82 (7.68%) Azure Cosmos DB
8 71 (6.65%) GitHub
9 53 (4.96%) Amazon S3
10 51 (4.78%) IaaS
10 51 (4.78%) PaaS
11 48 (4.49%) Azure Functions
12 47 (4.40%) Azure Storage
13 46 (4.31%) Azure Logic Apps
14 42 (3.93%) AWS CloudFormation
15 40 (3.75%) Cloud Computing
16 37 (3.46%) npm
17 33 (3.09%) SaaS
18 20 (1.87%) Snowflake
19 19 (1.78%) Yarn
Communications & Networking
1 45 (4.21%) HTTP
2 17 (1.59%) AMQP
3 14 (1.31%) LAN
3 14 (1.31%) WAN
4 13 (1.22%) Firewall
5 12 (1.12%) TCP/IP
6 11 (1.03%) Internet
7 9 (0.84%) Kerberos
8 8 (0.75%) SAN
9 7 (0.66%) Cisco Nexus
9 7 (0.66%) Fibre Channel
9 7 (0.66%) NAS
10 6 (0.56%) FCoE
10 6 (0.56%) iSCSI
10 6 (0.56%) Multicast
10 6 (0.56%) Network Security
10 6 (0.56%) SSL
11 5 (0.47%) 5G
11 5 (0.47%) IPv4
12 3 (0.28%) VPN
Database & Business Intelligence
1 378 (35.39%) NoSQL
2 212 (19.85%) MySQL
3 199 (18.63%) PostgreSQL
4 163 (15.26%) SQL Server
5 112 (10.49%) Big Data
6 102 (9.55%) Redis
7 101 (9.46%) Apache Cassandra
8 98 (9.18%) Hadoop
9 96 (8.99%) Relational Database
10 64 (5.99%) Azure SQL Database
10 64 (5.99%) HBase
11 48 (4.49%) Amazon DynamoDB
12 43 (4.03%) Apache Hive
12 43 (4.03%) Oracle Database
13 37 (3.46%) Data Lake
14 31 (2.90%) Data Warehouse
14 31 (2.90%) RDBMS
15 28 (2.62%) Amazon Aurora
16 26 (2.43%) Couchbase
16 26 (2.43%) Flink
Development Applications
1 263 (24.63%) Git (software)
2 248 (23.22%) Jenkins
3 118 (11.05%) Maven
4 101 (9.46%) JIRA
5 70 (6.55%) JUnit
6 68 (6.37%) GitLab
7 46 (4.31%) Artifactory
8 44 (4.12%) Mockito
9 43 (4.03%) Cucumber
10 40 (3.75%) Bitbucket
11 38 (3.56%) Cypress.io
11 38 (3.56%) Selenium
12 37 (3.46%) TeamCity
13 36 (3.37%) webpack
14 30 (2.81%) Mocha
15 28 (2.62%) Atlassian Bamboo
15 28 (2.62%) Postman
16 26 (2.43%) Sonatype Nexus
16 26 (2.43%) Subversion
17 24 (2.25%) SonarQube
General
1 184 (17.23%) Finance
2 140 (13.11%) Banking
3 135 (12.64%) Social Skills
4 68 (6.37%) Public Sector
5 41 (3.84%) Analytical Skills
6 38 (3.56%) Investment Banking
7 22 (2.06%) Telecoms
8 15 (1.40%) Front Office
8 15 (1.40%) Influencing Skills
9 14 (1.31%) Presentation Skills
9 14 (1.31%) Retail Banking
10 10 (0.94%) French Language
10 10 (0.94%) Law
10 10 (0.94%) Marketing
10 10 (0.94%) Pharmaceutical
10 10 (0.94%) Retail
11 8 (0.75%) Documentation Skills
11 8 (0.75%) Games
12 6 (0.56%) Financial Institution
13 5 (0.47%) Electronics
Job Titles
1 550 (51.50%) Developer
2 189 (17.70%) Java Developer
3 127 (11.89%) Senior Developer
4 123 (11.52%) Full Stack Developer
5 102 (9.55%) Architect
6 77 (7.21%) DevOps Engineer
7 65 (6.09%) Data Engineer
8 56 (5.24%) Senior Java Developer
9 52 (4.87%) Software Engineer
10 45 (4.21%) Java Engineer
11 42 (3.93%) Azure Engineer
12 41 (3.84%) React Developer
13 38 (3.56%) Node.js Developer
14 37 (3.46%) JavaScript Developer
15 33 (3.09%) Python Developer
15 33 (3.09%) Solutions Architect
16 32 (3.00%) .NET Developer
17 29 (2.72%) Azure DevOps Engineer
18 28 (2.62%) C# Developer
19 25 (2.34%) Data Architect
Libraries, Frameworks & Software Standards
1 287 (26.87%) Node.js
2 269 (25.19%) React
3 260 (24.34%) Kafka
4 227 (21.25%) REST
5 218 (20.41%) Spring
6 200 (18.73%) HTML
7 179 (16.76%) AngularJS
8 170 (15.92%) CSS
9 161 (15.07%) Spring Boot
10 154 (14.42%) RESTful
11 148 (13.86%) Web Services
12 103 (9.64%) .NET
13 97 (9.08%) Express
14 78 (7.30%) JSON
15 67 (6.27%) RabbitMQ
16 62 (5.81%) GraphQL
17 61 (5.71%) HTML5
18 60 (5.62%) MEAN Stack
19 59 (5.52%) Hibernate
20 56 (5.24%) OAuth
Miscellaneous
1 83 (7.77%) Cloud Native
2 75 (7.02%) User Experience
3 68 (6.37%) Legacy Systems
4 39 (3.65%) Public Cloud
5 33 (3.09%) Greenfield Project
6 28 (2.62%) Algorithms
7 24 (2.25%) Data Structures
8 23 (2.15%) Self-Motivation
9 21 (1.97%) Mobile App
10 19 (1.78%) iPad
11 17 (1.59%) Replication
12 16 (1.50%) Market Risk
13 15 (1.40%) Data Centre
13 15 (1.40%) Fixed Income
14 12 (1.12%) Enterprise Software
15 11 (1.03%) Client/Server
15 11 (1.03%) Grid Computing
16 9 (0.84%) Foreign Exchange (FX)
17 8 (0.75%) Clustering
17 8 (0.75%) Legacy Applications
Operating Systems
1 204 (19.10%) Linux
2 102 (9.55%) Windows
3 69 (6.46%) Unix
4 25 (2.34%) Windows Server
5 24 (2.25%) Red Hat Enterprise Linux
5 24 (2.25%) VMS
6 17 (1.59%) CoreOS
7 16 (1.50%) Android
8 15 (1.40%) Solaris
9 13 (1.22%) CentOS
10 11 (1.03%) Apple iOS
11 7 (0.66%) Debian
11 7 (0.66%) Mac OS X
12 5 (0.47%) Ubuntu
13 2 (0.19%) Data ONTAP
14 1 (0.094%) SUSE
14 1 (0.094%) Windows Server 2012
14 1 (0.094%) Windows Server 2016
14 1 (0.094%) Windows Server 2019
Processes & Methodologies
1 448 (41.95%) Agile Software Development
2 388 (36.33%) Microservices
3 277 (25.94%) DevOps
4 230 (21.54%) Software Engineering
5 208 (19.48%) TDD
6 153 (14.33%) Scrum
7 144 (13.48%) Test Automation
8 141 (13.20%) Continuous Integration
9 113 (10.58%) BDD
9 113 (10.58%) SDLC
10 97 (9.08%) Data Engineering
11 92 (8.61%) Analytics
12 83 (7.77%) Infrastructure as Code
13 77 (7.21%) Open Source
13 77 (7.21%) Problem-Solving
14 75 (7.02%) Continuous Improvement
15 68 (6.37%) Unit Testing
16 61 (5.71%) Mentoring
17 60 (5.62%) High Availability
17 60 (5.62%) Migration
Programming Languages
1 520 (48.69%) Java
2 364 (34.08%) JavaScript
3 362 (33.90%) SQL
4 309 (28.93%) Python
5 135 (12.64%) TypeScript
6 111 (10.39%) C#
6 111 (10.39%) Scala
7 67 (6.27%) PL/SQL
8 65 (6.09%) C++
9 62 (5.81%) Java 8
10 56 (5.24%) Go
11 54 (5.06%) T-SQL
12 46 (4.31%) Bash Shell
13 42 (3.93%) PHP
14 36 (3.37%) Java 11
15 32 (3.00%) ES6
15 32 (3.00%) PowerShell
16 27 (2.53%) Ruby
17 25 (2.34%) Perl
18 21 (1.97%) C
Qualifications
1 72 (6.74%) Security Cleared
2 57 (5.34%) SC Cleared
3 29 (2.72%) Degree
4 15 (1.40%) BPSS Clearance
5 10 (0.94%) DV Cleared
5 10 (0.94%) ISTQB
5 10 (0.94%) ISTQB Foundation Certification
6 6 (0.56%) AWS Certification
6 6 (0.56%) ISEB
7 4 (0.37%) Cisco Certification
7 4 (0.37%) Master's Degree
8 3 (0.28%) Computer Science Degree
9 2 (0.19%) (ISC)2 CCSP
9 2 (0.19%) CCIE
9 2 (0.19%) CCNP
9 2 (0.19%) CISM
9 2 (0.19%) CISSP
9 2 (0.19%) ITIL Certification
10 1 (0.094%) OCP
10 1 (0.094%) Oracle Certification
Quality Assurance & Compliance
1 54 (5.06%) Accessibility
2 44 (4.12%) QA
3 13 (1.22%) GDPR
4 5 (0.47%) Data Quality
4 5 (0.47%) ISO 20022
5 3 (0.28%) FedRAMP
5 3 (0.28%) Sarbanes-Oxley
6 2 (0.19%) Cyber Essentials
6 2 (0.19%) Cyber Essentials PLUS
6 2 (0.19%) PMO
6 2 (0.19%) WCAG
7 1 (0.094%) PCI DSS
System Software
1 283 (26.50%) Docker
2 18 (1.69%) VMware Infrastructure
3 17 (1.59%) Oracle RAC
4 13 (1.22%) HDFS
5 11 (1.03%) Active Directory
6 10 (0.94%) Virtual Machines
7 8 (0.75%) KVM
8 6 (0.56%) Apache Flume
8 6 (0.56%) Hyper-V
8 6 (0.56%) NFS
8 6 (0.56%) SRDF
8 6 (0.56%) Xen
9 4 (0.37%) VMware ESXi
10 3 (0.28%) VirtualBox
11 2 (0.19%) Samba
11 2 (0.19%) VMware NSX
11 2 (0.19%) VMware Workstation
12 1 (0.094%) Apache ZooKeeper
12 1 (0.094%) GlusterFS
12 1 (0.094%) Time Sharing Option
Systems Management
1 310 (29.03%) Kubernetes
2 105 (9.83%) Terraform
3 88 (8.24%) Ansible
4 62 (5.81%) Grafana
5 50 (4.68%) Puppet
6 33 (3.09%) Kibana
7 29 (2.72%) Opscode Chef
8 18 (1.69%) Oozie
9 9 (0.84%) Rancher
10 6 (0.56%) Data Guard
10 6 (0.56%) Enterprise Manager Cloud Control
10 6 (0.56%) Graphite
10 6 (0.56%) Prometheus
10 6 (0.56%) SCCM
11 5 (0.47%) Kubeflow
11 5 (0.47%) Nagios
12 4 (0.37%) Control-M
12 4 (0.37%) Galera Cluster
12 4 (0.37%) logstash
13 3 (0.28%) HAProxy
Vendors
1 249 (23.31%) Oracle
2 55 (5.15%) Microsoft
2 55 (5.15%) MuleSoft
3 53 (4.96%) Google
4 38 (3.56%) Databricks
5 36 (3.37%) IBM
6 30 (2.81%) Splunk
7 28 (2.62%) Red Hat
8 25 (2.34%) SAP
9 24 (2.25%) Atlassian
9 24 (2.25%) VMware
10 22 (2.06%) Sybase
11 21 (1.97%) Cloudera
12 15 (1.40%) Cisco
12 15 (1.40%) New Relic
13 14 (1.31%) Adobe
14 12 (1.12%) Confluent
14 12 (1.12%) EMC
14 12 (1.12%) Informatica
14 12 (1.12%) Salesforce.com