Period
to 15 May 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 15 May 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
15 May 2021
Same period 2020 Same period 2019
Rank 256 437 497
Rank change year-on-year +181 +60 +100
Contract jobs citing Amazon DynamoDB 474 180 355
As % of all contract jobs advertised in England 1.04% 0.40% 0.43%
As % of the Database & Business Intelligence category 4.98% 1.86% 1.87%
Number of daily rates quoted 411 142 259
10th Percentile £420 £413 £404
25th Percentile £463 £459 £456
Median daily rate (50th Percentile) £525 £550 £540
Median % change year-on-year -4.55% +1.85% +3.55%
75th Percentile £625 £663 £601
90th Percentile £713 £750 £675
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% -
Number of hourly rates quoted 0 0 1
Median hourly rate - - £52.00
UK median hourly rate £25.07 - £52.00

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 9,522 9,695 19,010
As % of all contract IT jobs advertised in England 20.97% 21.66% 22.79%
Number of daily rates quoted 6,593 6,748 13,359
10th Percentile £325 £325 £325
25th Percentile £410 £403 £400
Median daily rate (50th Percentile) £500 £495 £488
Median % change year-on-year +1.01% +1.54% +2.63%
75th Percentile £600 £588 £575
90th Percentile £688 £675 £650
UK median daily rate £500 £480 £475
% change year-on-year +4.17% +1.05% +2.15%
Number of hourly rates quoted 170 142 210
10th Percentile £11.25 £13.80 £14.00
25th Percentile £18.31 £17.87 £17.72
Median hourly rate £24.50 £24.70 £31.25
Median % change year-on-year -0.81% -20.96% +14.34%
75th Percentile £49.24 £45.63 £47.69
90th Percentile £63.88 £57.70 £57.50
UK median hourly rate £26.25 £24.40 £30.00
% change year-on-year +7.58% -18.67% -

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 15 May 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 15 May 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 +147 359 £525 -8.70% 71
South East +33 33 £475 -20.83% 15
North of England +27 29 £500 -6.10% 23
South West +47 17 £425 -8.11% 5
North West +3 12 £500 +1.01% 11
North East +19 9 £500 -15.07% 6
Yorkshire +38 8 £625 +20.13% 6
Midlands 0 8 £425 -5.56% 9
East Midlands +20 6 £425 -5.56% 3
East of England +29 5 £506 -1.22% 5
West Midlands -2 2 £356 -38.97% 6
Amazon DynamoDB
UK

For the 6 months to 15 May 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.

1 457 (96.41%) AWS
2 371 (78.27%) Serverless
3 357 (75.32%) AWS Lambda
4 298 (62.87%) Agile Software Development
4 298 (62.87%) Amazon S3
5 269 (56.75%) JavaScript
6 263 (55.49%) Software Engineering
7 257 (54.22%) React
8 245 (51.69%) Node.js
9 240 (50.63%) Finance
10 238 (50.21%) TypeScript
11 228 (48.10%) Amazon SQS
12 222 (46.84%) Docker
12 222 (46.84%) Amazon RDS
13 221 (46.62%) Web Services
14 214 (45.15%) Terraform
15 210 (44.30%) Kubernetes
16 199 (41.98%) Asset Management
17 196 (41.35%) Front Office
18 191 (40.30%) AWS Step Functions
19 169 (35.65%) Investment Management
20 121 (25.53%) Python
21 89 (18.78%) Java
22 87 (18.35%) SQL
23 72 (15.19%) NoSQL
24 69 (14.56%) DevOps
25 68 (14.35%) PostgreSQL
26 62 (13.08%) Amazon EC2
27 57 (12.03%) Git (software)
28 44 (9.28%) AngularJS

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 20 (4.22%) Apache Spark
2 19 (4.01%) Apache Airflow
3 14 (2.95%) Elasticsearch
4 12 (2.53%) Apache
5 10 (2.11%) Tomcat
6 7 (1.48%) Confluence
7 6 (1.27%) Drupal
8 5 (1.05%) CMS
8 5 (1.05%) Luigi
8 5 (1.05%) Oracle Workflow
9 4 (0.84%) Apache Pulsar
9 4 (0.84%) NServiceBus
10 2 (0.42%) Jupyter
11 1 (0.21%) Apache Pig
11 1 (0.21%) IBM Domino
11 1 (0.21%) nginx
Applications
1 5 (1.05%) Chatbot
Business Applications
1 1 (0.21%) Magento
1 1 (0.21%) Payment Gateway
Cloud Services
1 457 (96.41%) AWS
2 371 (78.27%) Serverless
3 357 (75.32%) AWS Lambda
4 298 (62.87%) Amazon S3
5 228 (48.10%) Amazon SQS
6 191 (40.30%) AWS Step Functions
7 62 (13.08%) Amazon EC2
8 40 (8.44%) AWS CloudFormation
9 35 (7.38%) Amazon Cognito
10 32 (6.75%) Amazon Kinesis
11 31 (6.54%) Amazon CloudWatch
11 31 (6.54%) Azure
12 21 (4.43%) Amazon ECS
13 20 (4.22%) Amazon EMR
14 18 (3.80%) GCP
14 18 (3.80%) GitHub
15 16 (3.38%) AWS Fargate
15 16 (3.38%) CloudFront
16 15 (3.16%) SaaS
17 13 (2.74%) PaaS
Communications & Networking
1 5 (1.05%) DNS
2 4 (0.84%) HTTP
2 4 (0.84%) VPN
3 3 (0.63%) Ethernet
3 3 (0.63%) Network Security
4 2 (0.42%) Intrusion Detection
5 1 (0.21%) Internet
5 1 (0.21%) MQTT
5 1 (0.21%) Unified Communications
Database & Business Intelligence
1 222 (46.84%) Amazon RDS
2 72 (15.19%) NoSQL
3 68 (14.35%) PostgreSQL
4 35 (7.38%) MySQL
5 33 (6.96%) MongoDB
6 27 (5.70%) Apache Cassandra
7 23 (4.85%) Amazon Aurora
8 22 (4.64%) Amazon Redshift
9 19 (4.01%) Big Data
10 18 (3.80%) Relational Database
11 16 (3.38%) Hadoop
11 16 (3.38%) Redis
12 15 (3.16%) Amazon Athena
12 15 (3.16%) SQL Server
13 14 (2.95%) Data Warehouse
14 11 (2.32%) Apache Hive
14 11 (2.32%) HBase
15 10 (2.11%) Presto
16 9 (1.90%) BigQuery
16 9 (1.90%) Snowflake Schema
Development Applications
1 57 (12.03%) Git (software)
2 26 (5.49%) Jenkins
3 19 (4.01%) JIRA
4 18 (3.80%) Selenium
5 14 (2.95%) SonarQube
6 13 (2.74%) JUnit
7 12 (2.53%) webpack
8 11 (2.32%) Maven
9 10 (2.11%) Cucumber
10 9 (1.90%) Cypress.io
10 9 (1.90%) Postman
11 7 (1.48%) SpecFlow
12 6 (1.27%) CircleCI
13 5 (1.05%) NUnit
13 5 (1.05%) Oracle APEX
13 5 (1.05%) Visual Studio
14 4 (0.84%) GitLab
14 4 (0.84%) JMeter
14 4 (0.84%) Mocha
14 4 (0.84%) Moq
General
1 240 (50.63%) Finance
2 196 (41.35%) Front Office
3 20 (4.22%) Public Sector
4 18 (3.80%) Social Skills
5 13 (2.74%) Banking
6 8 (1.69%) Analytical Skills
6 8 (1.69%) Telecoms
7 6 (1.27%) Marketing
7 6 (1.27%) Retail
8 4 (0.84%) Electronics
8 4 (0.84%) Manufacturing
9 2 (0.42%) Advertising
9 2 (0.42%) Games
9 2 (0.42%) Publishing
10 1 (0.21%) Documentation Skills
10 1 (0.21%) Law
Job Titles
1 320 (67.51%) Developer
2 212 (44.73%) AWS Developer
3 182 (38.40%) React Developer
4 126 (26.58%) JavaScript Developer
5 120 (25.32%) Full Stack Developer
6 110 (23.21%) Node.js Developer
7 60 (12.66%) Software Engineer
8 52 (10.97%) AWS Engineer
9 51 (10.76%) Python Engineer
10 43 (9.07%) Python Developer
11 31 (6.54%) Python Software Engineer
12 29 (6.12%) Architect
13 27 (5.70%) Developer/Software Engineer
14 23 (4.85%) JavaScript Engineer
15 22 (4.64%) DevOps Engineer
16 20 (4.22%) Java Developer
16 20 (4.22%) Senior Developer
17 17 (3.59%) Data Engineer
18 15 (3.16%) AWS DevOps
19 14 (2.95%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 257 (54.22%) React
2 245 (51.69%) Node.js
3 221 (46.62%) Web Services
4 44 (9.28%) AngularJS
5 32 (6.75%) Kafka
5 32 (6.75%) RESTful
6 29 (6.12%) Spring
6 29 (6.12%) Vue.js
7 28 (5.91%) REST
8 26 (5.49%) .NET
9 22 (4.64%) CSS
10 21 (4.43%) Spring Boot
11 17 (3.59%) Lambda Expressions
12 16 (3.38%) GraphQL
13 15 (3.16%) HTML
14 12 (2.53%) PySpark
14 12 (2.53%) Redux
14 12 (2.53%) Swagger
15 11 (2.32%) Spring MVC
16 10 (2.11%) JSON
Miscellaneous
1 31 (6.54%) Fixed Income
2 27 (5.70%) Derivative
2 27 (5.70%) Equities
2 27 (5.70%) Foreign Exchange (FX)
3 19 (4.01%) Greenfield Project
4 16 (3.38%) User Experience
5 11 (2.32%) Public Cloud
6 10 (2.11%) Data Structures
6 10 (2.11%) Management Information System
7 7 (1.48%) Cloud Native
8 6 (1.27%) Algorithms
8 6 (1.27%) Client/Server
8 6 (1.27%) Hedge funds
8 6 (1.27%) NHS
9 5 (1.05%) Mobile App
10 4 (0.84%) iPad
11 2 (0.42%) Hybrid Cloud
11 2 (0.42%) Over-the-Top Content
12 1 (0.21%) Clustering
12 1 (0.21%) Internet of Things
Operating Systems
1 18 (3.80%) Linux
2 6 (1.27%) Windows
3 3 (0.63%) Android
3 3 (0.63%) CentOS
3 3 (0.63%) Red Hat Enterprise Linux
4 2 (0.42%) Apple iOS
4 2 (0.42%) Windows Server
5 1 (0.21%) CoreOS
Processes & Methodologies
1 298 (62.87%) Agile Software Development
2 263 (55.49%) Software Engineering
3 199 (41.98%) Asset Management
4 169 (35.65%) Investment Management
5 69 (14.56%) DevOps
6 43 (9.07%) Microservices
7 36 (7.59%) TDD
8 34 (7.17%) Scrum
9 33 (6.96%) Test Automation
10 26 (5.49%) Analytics
10 26 (5.49%) Open Source
11 22 (4.64%) Infrastructure as Code
12 21 (4.43%) Kanban
13 20 (4.22%) Event-Driven Architecture
14 19 (4.01%) Data Science
15 17 (3.59%) Continuous Integration
15 17 (3.59%) OO
16 16 (3.38%) Data Engineering
16 16 (3.38%) MVC
16 16 (3.38%) Unit Testing
Programming Languages
1 269 (56.75%) JavaScript
2 238 (50.21%) TypeScript
3 121 (25.53%) Python
4 89 (18.78%) Java
5 87 (18.35%) SQL
6 38 (8.02%) Scala
7 32 (6.75%) Go
8 28 (5.91%) Kotlin
9 26 (5.49%) C#
10 23 (4.85%) Java 8
11 16 (3.38%) Ruby
12 10 (2.11%) C++
13 7 (1.48%) Bash Shell
13 7 (1.48%) R
14 6 (1.27%) Clojure
14 6 (1.27%) PL/SQL
15 5 (1.05%) ES6
16 3 (0.63%) Shell Script
17 2 (0.42%) MATLAB
17 2 (0.42%) PowerShell
Qualifications
1 30 (6.33%) AWS Certification
2 26 (5.49%) Security Cleared
3 20 (4.22%) SC Cleared
4 9 (1.90%) Degree
5 7 (1.48%) Computer Science Degree
6 2 (0.42%) BPSS Clearance
6 2 (0.42%) Master's Degree
7 1 (0.21%) PhD
Quality Assurance & Compliance
1 18 (3.80%) QA
2 3 (0.63%) Data Quality
3 1 (0.21%) Disclosure Scotland
3 1 (0.21%) GDPR
System Software
1 222 (46.84%) Docker
2 4 (0.84%) Apache Flume
2 4 (0.84%) HDFS
3 1 (0.21%) Active Directory
3 1 (0.21%) GlusterFS
3 1 (0.21%) VirtualBox
Systems Management
1 214 (45.15%) Terraform
2 210 (44.30%) Kubernetes
3 6 (1.27%) Ansible
4 4 (0.84%) Oozie
4 4 (0.84%) Opscode Chef
4 4 (0.84%) Puppet
5 3 (0.63%) Grafana
5 3 (0.63%) Nagios
6 2 (0.42%) Graphite
6 2 (0.42%) ZABBIX
7 1 (0.21%) Argo
7 1 (0.21%) HAProxy
7 1 (0.21%) Kibana
7 1 (0.21%) Packer
7 1 (0.21%) Salt
Vendors
1 16 (3.38%) Oracle
2 11 (2.32%) Google
3 8 (1.69%) Splunk
4 7 (1.48%) Microsoft
4 7 (1.48%) New Relic
5 6 (1.27%) IBM
5 6 (1.27%) Informatica
5 6 (1.27%) Teradata
6 5 (1.05%) SAP
7 4 (0.84%) Cloudera
7 4 (0.84%) Dynatrace
7 4 (0.84%) TIBCO
8 3 (0.63%) Databricks
8 3 (0.63%) Vertica
9 2 (0.42%) Atlassian
9 2 (0.42%) Cerillion
9 2 (0.42%) Netezza
9 2 (0.42%) Workday
10 1 (0.21%) Ab Initio
10 1 (0.21%) Cisco