Period
to 29 November 2021

The following table provides summary statistics for contract job vacancies with a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon DynamoDB over the 6 months to 29 November 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.

Amazon DynamoDB
UK
6 months to
29 Nov 2021
Same period 2020 Same period 2019
Rank 306 327 456
Rank change year-on-year +21 +129 +141
Contract jobs citing Amazon DynamoDB 774 257 398
As % of all contract jobs advertised in the UK 0.87% 0.71% 0.49%
As % of the Database & Business Intelligence category 4.06% 3.15% 2.24%
Number of daily rates quoted 605 213 249
10th Percentile £425 £425 £413
25th Percentile £488 £456 £463
Median daily rate (50th Percentile) £550 £550 £550
75th Percentile £650 £650 £600
90th Percentile £713 £713 £683
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 1 0 0
Median hourly rate £61.00 - -
UK excluding London median hourly rate - - -

Amazon DynamoDB 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 19,042 8,165 17,763
As % of all contract IT jobs advertised in the UK 21.52% 22.62% 21.72%
Number of daily rates quoted 13,519 5,623 12,146
10th Percentile £359 £313 £319
25th Percentile £425 £400 £400
Median daily rate (50th Percentile) £525 £490 £475
Median % change year-on-year +7.14% +3.16% -
75th Percentile £636 £588 £575
90th Percentile £720 £675 £652
UK excluding London median daily rate £465 £430 £438
% change year-on-year +8.14% -1.71% +2.94%
Number of hourly rates quoted 220 139 243
10th Percentile £16.72 £12.63 £12.53
25th Percentile £24.50 £18.50 £16.78
Median hourly rate £38.54 £26.96 £27.94
Median % change year-on-year +42.94% -3.51% -0.21%
75th Percentile £59.03 £49.38 £43.75
90th Percentile £65.86 £61.41 £65.00
UK excluding London median hourly rate £39.73 £23.43 £25.50
% change year-on-year +69.55% -8.12% -8.93%

Amazon DynamoDB
Job Vacancy Trend

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

Job vacancy trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Daily Rate Trend

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

Daily rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Daily Rate Histogram

Daily rate distribution for jobs citing Amazon DynamoDB over the 6 months to 29 November 2021.

Daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Hourly Rate Trend

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

Hourly rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
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 Amazon DynamoDB within the UK over the 6 months to 29 November 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 +18 633 £550 -4.35% 157
London -1 473 £550 -4.35% 81
Work from Home -22 284 £525 - 38
UK excluding London -64 145 £500 +5.26% 79
North of England -51 46 £500 +3.09% 34
North West -45 23 £481 +1.32% 20
South East -88 22 £500 +5.26% 9
Scotland - 21 £450 - 5
Wales -25 17 £613 +22.50%
Yorkshire -40 17 £525 +10.53% 8
East of England -36 14 £425 - 3
Midlands -69 14 £483 -12.27% 23
South West -49 10 £525 +28.83% 5
East Midlands -28 8 £515 -20.77% 11
North East -7 6 £475 -5.00% 6
West Midlands -62 4 £413 -8.33% 12
Northern Ireland - 1 - -

For the 6 months to 29 November 2021, IT contractor jobs citing Amazon DynamoDB 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 Amazon DynamoDB.

1 756 (97.67%) AWS
2 590 (76.23%) Serverless
3 561 (72.48%) AWS Lambda
4 384 (49.61%) Amazon S3
4 384 (49.61%) Agile Software Development
5 329 (42.51%) React
6 314 (40.57%) JavaScript
7 310 (40.05%) Software Engineering
8 301 (38.89%) Node.js
9 298 (38.50%) Terraform
10 296 (38.24%) TypeScript
11 293 (37.86%) Python
11 293 (37.86%) Full Stack Development
12 282 (36.43%) Amazon SQS
13 274 (35.40%) Finance
14 266 (34.37%) Docker
15 255 (32.95%) Web Services
16 247 (31.91%) Kubernetes
17 243 (31.40%) Amazon RDS
18 226 (29.20%) Java
19 222 (28.68%) AWS Step Functions
20 207 (26.74%) Front Office
20 207 (26.74%) Asset Management
21 184 (23.77%) DevOps
22 159 (20.54%) Investment Management
23 158 (20.41%) Material-UI
24 142 (18.35%) SQL
25 130 (16.80%) Microservices
26 127 (16.41%) AWS CloudFormation
27 119 (15.37%) Git (software)

Amazon DynamoDB
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 44 (5.68%) Elasticsearch
2 42 (5.43%) Apache
3 36 (4.65%) Apache Airflow
4 32 (4.13%) Apache Spark
5 18 (2.33%) Tomcat
6 16 (2.07%) Confluence
7 7 (0.90%) Jupyter
8 5 (0.65%) CMS
8 5 (0.65%) nginx
9 4 (0.52%) SharePoint
10 1 (0.13%) Adobe Experience Manager
10 1 (0.13%) Cloud Foundry
10 1 (0.13%) Joomla!
10 1 (0.13%) Luigi
10 1 (0.13%) Tornado
Applications
1 6 (0.78%) MS Visio
2 1 (0.13%) Chatbot
Business Applications
1 2 (0.26%) Magento
Cloud Services
1 756 (97.67%) AWS
2 590 (76.23%) Serverless
3 561 (72.48%) AWS Lambda
4 384 (49.61%) Amazon S3
5 282 (36.43%) Amazon SQS
6 222 (28.68%) AWS Step Functions
7 127 (16.41%) AWS CloudFormation
8 111 (14.34%) Amazon EC2
9 100 (12.92%) Azure
10 88 (11.37%) Amazon CloudWatch
11 86 (11.11%) Amazon Kinesis
12 55 (7.11%) Amazon Cognito
12 55 (7.11%) Amazon ECS
13 49 (6.33%) PaaS
14 46 (5.94%) SaaS
15 42 (5.43%) Virtual Private Cloud
16 41 (5.30%) Amazon EKS
17 38 (4.91%) CloudFront
18 36 (4.65%) IaaS
19 34 (4.39%) AWS Fargate
Communications & Networking
1 15 (1.94%) WAN
2 10 (1.29%) LAN
3 9 (1.16%) DNS
4 8 (1.03%) VoIP
5 7 (0.90%) DHCP
5 7 (0.90%) Internet
6 5 (0.65%) Z-Wave
7 4 (0.52%) HTTP
8 3 (0.39%) Broadband
9 2 (0.26%) DVB
9 2 (0.26%) Reverse Proxy
9 2 (0.26%) VPN
10 1 (0.13%) BIG-IP
10 1 (0.13%) Firewall
10 1 (0.13%) NetScaler
10 1 (0.13%) OpenVPN
10 1 (0.13%) SSL
10 1 (0.13%) TCP/IP
10 1 (0.13%) tcpdump
10 1 (0.13%) Wireshark
Database & Business Intelligence
1 243 (31.40%) Amazon RDS
2 87 (11.24%) NoSQL
3 78 (10.08%) PostgreSQL
4 69 (8.91%) Amazon Athena
5 63 (8.14%) Amazon Redshift
6 49 (6.33%) Redis
7 40 (5.17%) MongoDB
8 39 (5.04%) Relational Database
9 37 (4.78%) MySQL
10 27 (3.49%) Amazon Aurora
11 26 (3.36%) Data Warehouse
12 24 (3.10%) Apache Ignite
13 23 (2.97%) Data Lake
14 20 (2.58%) Big Data
15 18 (2.33%) SQL Server
16 8 (1.03%) Apache Hive
16 8 (1.03%) Hadoop
16 8 (1.03%) RDBMS
17 7 (0.90%) Apache Cassandra
17 7 (0.90%) Flink
Development Applications
1 119 (15.37%) Git (software)
2 71 (9.17%) Jenkins
3 52 (6.72%) GitLab
4 35 (4.52%) Bitbucket
5 34 (4.39%) JIRA
6 29 (3.75%) Cucumber
7 23 (2.97%) SonarQube
8 22 (2.84%) Postman
9 21 (2.71%) JUnit
9 21 (2.71%) Maven
10 14 (1.81%) git-flow
10 14 (1.81%) Sonatype Nexus
11 12 (1.55%) CircleCI
11 12 (1.55%) Cypress.io
12 11 (1.42%) Locust
12 11 (1.42%) Selenium
13 9 (1.16%) Atlassian Bamboo
14 8 (1.03%) Artifactory
15 7 (0.90%) webpack
16 6 (0.78%) Gradle
General
1 274 (35.40%) Finance
2 207 (26.74%) Front Office
3 56 (7.24%) Social Skills
4 41 (5.30%) Public Sector
5 26 (3.36%) Analytical Skills
6 24 (3.10%) Telecoms
7 21 (2.71%) Manufacturing
8 20 (2.58%) Marketing
9 16 (2.07%) Electronics
10 15 (1.94%) Retail
11 10 (1.29%) Financial Institution
11 10 (1.29%) Games
12 8 (1.03%) Banking
12 8 (1.03%) Publishing
13 7 (0.90%) Pharmaceutical
14 6 (0.78%) Legal
15 5 (0.65%) Law
15 5 (0.65%) Music Industry
16 3 (0.39%) Advertising
17 1 (0.13%) Czech Language
Job Titles
1 378 (48.84%) Developer
2 222 (28.68%) Software Engineer
3 199 (25.71%) AWS Engineer
4 123 (15.89%) AWS Developer
5 121 (15.63%) Developer/Software Engineer
6 105 (13.57%) AWS Software Engineer
7 100 (12.92%) React Developer
8 93 (12.02%) JavaScript Engineer
9 86 (11.11%) Python Developer
10 85 (10.98%) Python Engineer
11 81 (10.47%) Full Stack Developer
12 74 (9.56%) Architect
13 60 (7.75%) Node.js Developer
14 58 (7.49%) JavaScript Developer
14 58 (7.49%) Python Software Engineer
15 54 (6.98%) Java Developer
16 47 (6.07%) AWS Architect
17 44 (5.68%) DevOps Engineer
18 40 (5.17%) Data Engineer
19 34 (4.39%) Senior Developer
Libraries, Frameworks & Software Standards
1 329 (42.51%) React
2 301 (38.89%) Node.js
3 255 (32.95%) Web Services
4 158 (20.41%) Material-UI
5 85 (10.98%) AngularJS
6 63 (8.14%) Kafka
7 56 (7.24%) Spring Boot
8 53 (6.85%) Vue.js
9 46 (5.94%) REST
9 46 (5.94%) Spring
10 42 (5.43%) .NET
11 40 (5.17%) RESTful
12 38 (4.91%) Lambda Expressions
13 35 (4.52%) Jest
14 31 (4.01%) CSS
15 22 (2.84%) .NET Core
15 22 (2.84%) Swagger
16 21 (2.71%) HTML
16 21 (2.71%) Serverless Framework
17 19 (2.45%) ADO
Miscellaneous
1 76 (9.82%) Cloud Native
2 53 (6.85%) Derivative
2 53 (6.85%) Fixed Income
3 49 (6.33%) Equities
3 49 (6.33%) Foreign Exchange (FX)
4 20 (2.58%) Data Protection Act
5 18 (2.33%) Management Information System
6 16 (2.07%) Public Cloud
7 15 (1.94%) Greenfield Project
8 12 (1.55%) Hybrid Cloud
8 12 (1.55%) Mobile App
9 11 (1.42%) Data Centre
9 11 (1.42%) User Experience
10 7 (0.90%) Algorithms
10 7 (0.90%) Life Science
10 7 (0.90%) NHS
10 7 (0.90%) Video on Demand
11 6 (0.78%) Hedge funds
12 4 (0.52%) Data Structures
12 4 (0.52%) iPad
Operating Systems
1 27 (3.49%) Linux
2 21 (2.71%) Windows
3 14 (1.81%) Windows Server
4 11 (1.42%) Unix
5 5 (0.65%) Red Hat Enterprise Linux
6 4 (0.52%) Windows 10
7 3 (0.39%) Android
8 2 (0.26%) CentOS
8 2 (0.26%) Ubuntu
9 1 (0.13%) Mesosphere
Processes & Methodologies
1 384 (49.61%) Agile Software Development
2 310 (40.05%) Software Engineering
3 293 (37.86%) Full Stack Development
4 207 (26.74%) Asset Management
5 184 (23.77%) DevOps
6 159 (20.54%) Investment Management
7 130 (16.80%) Microservices
8 91 (11.76%) Infrastructure as Code
9 87 (11.24%) Test Automation
10 80 (10.34%) Continuous Integration
11 60 (7.75%) Scrum
12 53 (6.85%) TDD
13 49 (6.33%) Continuous Delivery
14 44 (5.68%) Analytics
15 37 (4.78%) Data Engineering
16 33 (4.26%) Data Pipeline
16 33 (4.26%) Migration
17 32 (4.13%) API Design
18 31 (4.01%) Business Intelligence
19 28 (3.62%) Clean Code
Programming Languages
1 314 (40.57%) JavaScript
2 296 (38.24%) TypeScript
3 293 (37.86%) Python
4 226 (29.20%) Java
5 142 (18.35%) SQL
6 56 (7.24%) Kotlin
7 32 (4.13%) Bash Shell
8 31 (4.01%) C#
8 31 (4.01%) PowerShell
9 29 (3.75%) Scala
10 26 (3.36%) Java 8
11 12 (1.55%) Ruby
12 11 (1.42%) Go
13 10 (1.29%) ES6
13 10 (1.29%) PL/SQL
14 8 (1.03%) Java 11
15 7 (0.90%) T-SQL
16 6 (0.78%) PHP
17 5 (0.65%) R
18 4 (0.52%) VB.NET
Qualifications
1 54 (6.98%) AWS Certification
2 21 (2.71%) Security Cleared
3 18 (2.33%) SC Cleared
4 13 (1.68%) Degree
5 4 (0.52%) Computer Science Degree
6 3 (0.39%) BPSS Clearance
7 2 (0.26%) (ISC)2 CCSP
7 2 (0.26%) Cisco Certification
7 2 (0.26%) CISM
7 2 (0.26%) CISSP
7 2 (0.26%) DV Cleared
8 1 (0.13%) DBS Check
8 1 (0.13%) Sun Certification
8 1 (0.13%) TOGAF Certification
Quality Assurance & Compliance
1 20 (2.58%) QA
2 10 (1.29%) GDPR
3 2 (0.26%) ISO/IEC 27001
4 1 (0.13%) Accessibility
4 1 (0.13%) Data Quality
4 1 (0.13%) Disclosure Scotland
4 1 (0.13%) NIST
4 1 (0.13%) PCI DSS
System Software
1 266 (34.37%) Docker
2 16 (2.07%) Active Directory
3 2 (0.26%) Varnish
3 2 (0.26%) VMware Infrastructure
4 1 (0.13%) Apache Flume
Systems Management
1 298 (38.50%) Terraform
2 247 (31.91%) Kubernetes
3 31 (4.01%) Ansible
4 17 (2.20%) Prometheus
5 14 (1.81%) Grafana
6 8 (1.03%) Puppet
7 7 (0.90%) Opscode Chef
8 4 (0.52%) Mesos
8 4 (0.52%) Microsoft Intune
8 4 (0.52%) Packer
9 2 (0.26%) Consul
9 2 (0.26%) HAProxy
10 1 (0.13%) CA Single Sign-On
10 1 (0.13%) Graylog
10 1 (0.13%) Kibana
10 1 (0.13%) logstash
10 1 (0.13%) Nagios
10 1 (0.13%) Rancher
10 1 (0.13%) Single Sign-On
10 1 (0.13%) ZABBIX
Vendors
1 24 (3.10%) Oracle
2 19 (2.45%) SAP
3 12 (1.55%) Splunk
4 10 (1.29%) Microsoft
4 10 (1.29%) TOWER Software
5 9 (1.16%) Atlassian
6 7 (0.90%) ServiceNow
7 6 (0.78%) Databricks
7 6 (0.78%) Salesforce.com
7 6 (0.78%) VMware
8 5 (0.65%) Citrix
8 5 (0.65%) New Relic
8 5 (0.65%) Veracode
9 4 (0.52%) Informatica
10 3 (0.39%) IBM
11 2 (0.26%) Adobe
11 2 (0.26%) CA
11 2 (0.26%) Google
11 2 (0.26%) PagerDuty
11 2 (0.26%) Red Hat