Period
to 20 September 2021

The following table provides summary statistics for contract job vacancies advertised in England 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 20 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.

Amazon DynamoDB
UK > England
6 months to
20 Sep 2021
Same period 2020 Same period 2019
Rank 277 328 455
Rank change year-on-year +51 +127 +151
Contract jobs citing Amazon DynamoDB 629 143 389
As % of all contract jobs advertised in England 0.99% 0.56% 0.48%
As % of the Database & Business Intelligence category 4.60% 2.42% 2.16%
Number of daily rates quoted 517 122 269
10th Percentile £438 £401 £406
25th Percentile £488 £463 £475
Median daily rate (50th Percentile) £540 £575 £550
Median % change year-on-year -6.09% +4.55% -
75th Percentile £645 £663 £600
90th Percentile £713 £725 £658
UK median daily rate £528 £550 £525
% change year-on-year -4.09% +4.76% -2.33%

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 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 13,683 5,898 17,997
As % of all contract IT jobs advertised in England 21.62% 23.19% 22.17%
Number of daily rates quoted 9,644 4,128 12,547
10th Percentile £350 £315 £325
25th Percentile £419 £406 £400
Median daily rate (50th Percentile) £525 £500 £475
Median % change year-on-year +5.00% +5.26% -
75th Percentile £625 £600 £575
90th Percentile £713 £688 £663
UK median daily rate £515 £500 £475
% change year-on-year +3.00% +5.26% +1.06%
Number of hourly rates quoted 197 93 225
10th Percentile £13.50 £12.63 £12.55
25th Percentile £20.32 £17.71 £17.25
Median hourly rate £30.00 £25.00 £30.00
Median % change year-on-year +20.00% -16.67% +9.09%
75th Percentile £54.85 £42.00 £51.25
90th Percentile £65.20 £54.80 £60.00
UK median hourly rate £30.00 £24.00 £30.00
% change year-on-year +25.00% -20.00% +11.52%

Amazon DynamoDB
Job Vacancy Trend in England

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

Job vacancy trend for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Daily Rate Trend in England

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

Daily rate trend for Amazon DynamoDB in England

Amazon DynamoDB
Daily Rate Histogram in England

Daily rate distribution for jobs citing Amazon DynamoDB in England over the 6 months to 20 September 2021.

Daily rate histogram for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Amazon DynamoDB in England

Amazon DynamoDB
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 Amazon DynamoDB within the England region over the 6 months to 20 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 +53 460 £550 -8.33% 83
North of England -52 49 £500 -4.76% 27
South East -77 32 £500 +2.56% 11
North West -50 20 £463 -15.91% 14
South West -23 19 £438 +6.06% 4
Yorkshire -39 15 £500 +5.26% 8
North East - 14 £500 - 5
Midlands -82 8 £475 -23.08% 12
East of England -37 6 £450 - 2
East Midlands -31 5 £450 -30.77% 1
West Midlands -72 2 £525 -10.06% 11
Amazon DynamoDB
UK

For the 6 months to 20 September 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 across the England region with a requirement for Amazon DynamoDB.

1 613 (97.46%) AWS
2 490 (77.90%) Serverless
3 471 (74.88%) AWS Lambda
4 346 (55.01%) Agile Software Development
5 344 (54.69%) Amazon S3
6 317 (50.40%) React
7 305 (48.49%) Software Engineering
7 305 (48.49%) JavaScript
8 304 (48.33%) Node.js
9 292 (46.42%) Full Stack Development
10 284 (45.15%) Finance
11 282 (44.83%) TypeScript
12 278 (44.20%) Amazon SQS
13 256 (40.70%) Docker
14 255 (40.54%) Terraform
15 251 (39.90%) Web Services
16 242 (38.47%) Amazon RDS
17 236 (37.52%) Kubernetes
18 222 (35.29%) Asset Management
19 220 (34.98%) Front Office
20 209 (33.23%) AWS Step Functions
21 183 (29.09%) Java
22 181 (28.78%) Python
23 179 (28.46%) Investment Management
24 177 (28.14%) Material-UI
25 122 (19.40%) SQL
26 121 (19.24%) DevOps
27 105 (16.69%) Amazon EC2
28 99 (15.74%) Git (software)
28 99 (15.74%) Microservices

Amazon DynamoDB
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 38 (6.04%) Elasticsearch
2 32 (5.09%) Apache Airflow
3 24 (3.82%) Apache Spark
4 23 (3.66%) Apache
4 23 (3.66%) Tomcat
5 6 (0.95%) Confluence
6 5 (0.79%) Luigi
6 5 (0.79%) Oracle Workflow
7 4 (0.64%) Apache Pulsar
8 3 (0.48%) Jupyter
8 3 (0.48%) nginx
8 3 (0.48%) SharePoint
9 1 (0.16%) Adobe Experience Manager
9 1 (0.16%) Cloud Foundry
9 1 (0.16%) CMS
Applications
1 6 (0.95%) MS Visio
2 2 (0.32%) Chatbot
Business Applications
1 2 (0.32%) Magento
2 1 (0.16%) Payment Gateway
Cloud Services
1 613 (97.46%) AWS
2 490 (77.90%) Serverless
3 471 (74.88%) AWS Lambda
4 344 (54.69%) Amazon S3
5 278 (44.20%) Amazon SQS
6 209 (33.23%) AWS Step Functions
7 105 (16.69%) Amazon EC2
8 85 (13.51%) AWS CloudFormation
9 71 (11.29%) Azure
10 57 (9.06%) Amazon Kinesis
11 40 (6.36%) Amazon ECS
12 38 (6.04%) Virtual Private Cloud
13 36 (5.72%) Amazon CloudWatch
14 34 (5.41%) CloudFront
15 32 (5.09%) PaaS
16 30 (4.77%) SaaS
17 28 (4.45%) Amazon Cognito
18 26 (4.13%) Amazon EKS
19 24 (3.82%) IaaS
20 22 (3.50%) GCP
Communications & Networking
1 11 (1.75%) WAN
2 9 (1.43%) DNS
3 6 (0.95%) Internet
3 6 (0.95%) LAN
4 5 (0.79%) DHCP
4 5 (0.79%) VoIP
4 5 (0.79%) Z-Wave
5 3 (0.48%) HTTP
6 2 (0.32%) DVB
6 2 (0.32%) VPN
7 1 (0.16%) Ethernet
7 1 (0.16%) OpenVPN
7 1 (0.16%) SSL
Database & Business Intelligence
1 242 (38.47%) Amazon RDS
2 83 (13.20%) PostgreSQL
3 75 (11.92%) NoSQL
4 46 (7.31%) Amazon Athena
5 40 (6.36%) Redis
6 36 (5.72%) MySQL
7 31 (4.93%) MongoDB
8 28 (4.45%) Relational Database
9 25 (3.97%) Amazon Redshift
10 20 (3.18%) Amazon Aurora
11 19 (3.02%) Big Data
12 18 (2.86%) Apache Ignite
13 17 (2.70%) Data Lake
14 12 (1.91%) Hadoop
15 10 (1.59%) Apache Cassandra
15 10 (1.59%) BigQuery
15 10 (1.59%) Data Warehouse
15 10 (1.59%) SQL Server
16 9 (1.43%) Metadata
17 7 (1.11%) Data Mart
Development Applications
1 99 (15.74%) Git (software)
2 50 (7.95%) Jenkins
3 24 (3.82%) Bitbucket
4 21 (3.34%) GitLab
4 21 (3.34%) JUnit
4 21 (3.34%) Maven
5 20 (3.18%) Cucumber
5 20 (3.18%) SonarQube
6 19 (3.02%) Postman
7 18 (2.86%) JIRA
8 16 (2.54%) webpack
9 14 (2.23%) Cypress.io
10 12 (1.91%) Atlassian Bamboo
11 9 (1.43%) CircleCI
12 8 (1.27%) Selenium
13 7 (1.11%) Locust
13 7 (1.11%) Mocha
14 6 (0.95%) Sourcetree
15 5 (0.79%) Babel
15 5 (0.79%) Sonatype Nexus
General
1 284 (45.15%) Finance
2 220 (34.98%) Front Office
3 36 (5.72%) Public Sector
4 32 (5.09%) Social Skills
5 18 (2.86%) Marketing
5 18 (2.86%) Telecoms
6 16 (2.54%) Electronics
6 16 (2.54%) Manufacturing
7 10 (1.59%) Banking
7 10 (1.59%) Retail
8 8 (1.27%) Analytical Skills
8 8 (1.27%) Music Industry
9 7 (1.11%) Pharmaceutical
10 6 (0.95%) Financial Institution
10 6 (0.95%) Games
11 4 (0.64%) Law
12 2 (0.32%) Documentation Skills
12 2 (0.32%) Legal
13 1 (0.16%) Advertising
13 1 (0.16%) Publishing
Job Titles
1 365 (58.03%) Developer
2 171 (27.19%) Software Engineer
3 159 (25.28%) AWS Developer
4 141 (22.42%) React Developer
5 128 (20.35%) AWS Engineer
6 95 (15.10%) Developer/Software Engineer
7 94 (14.94%) Full Stack Developer
8 91 (14.47%) JavaScript Developer
8 91 (14.47%) Node.js Developer
9 72 (11.45%) JavaScript Engineer
10 69 (10.97%) Python Engineer
11 68 (10.81%) AWS Software Engineer
12 62 (9.86%) Python Developer
13 61 (9.70%) Architect
14 58 (9.22%) Java Developer
15 48 (7.63%) Python Software Engineer
16 46 (7.31%) AWS Architect
17 29 (4.61%) Data Engineer
18 28 (4.45%) Senior Developer
19 27 (4.29%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 317 (50.40%) React
2 304 (48.33%) Node.js
3 251 (39.90%) Web Services
4 177 (28.14%) Material-UI
5 67 (10.65%) AngularJS
6 46 (7.31%) Spring Boot
6 46 (7.31%) Vue.js
7 45 (7.15%) Spring
8 40 (6.36%) Kafka
9 39 (6.20%) RESTful
10 36 (5.72%) REST
11 31 (4.93%) Jest
12 29 (4.61%) .NET
13 25 (3.97%) Swagger
14 21 (3.34%) CSS
14 21 (3.34%) Serverless Framework
15 17 (2.70%) Spring MVC
16 16 (2.54%) Spring Security
17 15 (2.38%) .NET Core
18 14 (2.23%) GraphQL
Miscellaneous
1 46 (7.31%) Derivative
1 46 (7.31%) Fixed Income
2 43 (6.84%) Equities
2 43 (6.84%) Foreign Exchange (FX)
3 35 (5.56%) Cloud Native
4 21 (3.34%) Management Information System
5 15 (2.38%) Public Cloud
6 12 (1.91%) Data Protection Act
7 10 (1.59%) Mobile App
8 9 (1.43%) Greenfield Project
8 9 (1.43%) Hybrid Cloud
9 8 (1.27%) Data Structures
10 6 (0.95%) Algorithms
10 6 (0.95%) Data Centre
10 6 (0.95%) iPad
11 5 (0.79%) Client/Server
11 5 (0.79%) Life Science
11 5 (0.79%) NHS
11 5 (0.79%) Video on Demand
12 3 (0.48%) User Experience
Operating Systems
1 15 (2.38%) Linux
2 13 (2.07%) Windows
3 11 (1.75%) Windows Server
4 8 (1.27%) Unix
5 4 (0.64%) Android
6 3 (0.48%) Red Hat Enterprise Linux
7 1 (0.16%) Apple iOS
7 1 (0.16%) Ubuntu
Processes & Methodologies
1 346 (55.01%) Agile Software Development
2 305 (48.49%) Software Engineering
3 292 (46.42%) Full Stack Development
4 222 (35.29%) Asset Management
5 179 (28.46%) Investment Management
6 121 (19.24%) DevOps
7 99 (15.74%) Microservices
8 66 (10.49%) Test Automation
9 42 (6.68%) Infrastructure as Code
9 42 (6.68%) Scrum
10 37 (5.88%) TDD
11 34 (5.41%) Continuous Integration
12 33 (5.25%) Business Intelligence
13 28 (4.45%) OO
14 27 (4.29%) Analytics
14 27 (4.29%) Data Engineering
15 24 (3.82%) Data Pipeline
15 24 (3.82%) ETL
16 23 (3.66%) API Design
16 23 (3.66%) Continuous Delivery
Programming Languages
1 305 (48.49%) JavaScript
2 282 (44.83%) TypeScript
3 183 (29.09%) Java
4 181 (28.78%) Python
5 122 (19.40%) SQL
6 46 (7.31%) Kotlin
7 32 (5.09%) Scala
8 30 (4.77%) Java 8
9 23 (3.66%) C#
9 23 (3.66%) Go
10 12 (1.91%) Bash Shell
10 12 (1.91%) C++
11 11 (1.75%) ES6
12 10 (1.59%) Ruby
13 7 (1.11%) PowerShell
14 6 (0.95%) PL/SQL
15 5 (0.79%) PHP
16 4 (0.64%) Java 11
17 3 (0.48%) C
17 3 (0.48%) R
Qualifications
1 46 (7.31%) AWS Certification
2 16 (2.54%) Security Cleared
3 13 (2.07%) SC Cleared
4 12 (1.91%) Degree
5 7 (1.11%) Computer Science Degree
6 2 (0.32%) (ISC)2 CCSP
6 2 (0.32%) Cisco Certification
6 2 (0.32%) CISM
6 2 (0.32%) CISSP
6 2 (0.32%) Master's Degree
7 1 (0.16%) BPSS Clearance
7 1 (0.16%) DBS Check
7 1 (0.16%) PhD
7 1 (0.16%) Sun Certification
7 1 (0.16%) TOGAF Certification
Quality Assurance & Compliance
1 12 (1.91%) QA
2 5 (0.79%) Data Quality
3 4 (0.64%) GDPR
4 2 (0.32%) SLA
5 1 (0.16%) Accessibility
5 1 (0.16%) ISO/IEC 27001
5 1 (0.16%) NIST
System Software
1 256 (40.70%) Docker
2 10 (1.59%) Active Directory
3 4 (0.64%) Apache Flume
Systems Management
1 255 (40.54%) Terraform
2 236 (37.52%) Kubernetes
3 11 (1.75%) Ansible
4 4 (0.64%) Oozie
5 3 (0.48%) ZABBIX
6 2 (0.32%) HAProxy
6 2 (0.32%) Nagios
6 2 (0.32%) Opscode Chef
6 2 (0.32%) Packer
6 2 (0.32%) Puppet
7 1 (0.16%) Graylog
7 1 (0.16%) Prometheus
Vendors
1 19 (3.02%) SAP
2 12 (1.91%) Oracle
3 9 (1.43%) Salesforce.com
4 8 (1.27%) Google
5 6 (0.95%) TOWER Software
6 5 (0.79%) IBM
6 5 (0.79%) Microsoft
7 4 (0.64%) Atlassian
7 4 (0.64%) Cloudera
7 4 (0.64%) Databricks
7 4 (0.64%) Splunk
8 3 (0.48%) Informatica
8 3 (0.48%) Netezza
8 3 (0.48%) Teradata
9 2 (0.32%) New Relic
9 2 (0.32%) Red Hat
9 2 (0.32%) Refinitiv
10 1 (0.16%) AppDynamics
10 1 (0.16%) Workday
10 1 (0.16%) WorldPay