Period
to 5 March 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 5 March 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
5 Mar 2021
Same period 2020 Same period 2019
Rank 257 418 541
Rank change year-on-year +161 +123 +45
Contract jobs citing Amazon DynamoDB 374 282 341
As % of all contract jobs advertised in England 0.96% 0.46% 0.38%
As % of the Database & Business Intelligence category 4.53% 2.14% 1.65%
Number of daily rates quoted 428 187 265
Median daily rate £525 £550 £525
Median daily rate % change year-on-year -4.55% +4.76% +0.96%
10th Percentile £413 £413 £405
90th Percentile £704 £750 £663
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +1.94%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £45.00
UK median hourly rate £22.63 - £45.00

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 8,247 13,202 20,644
As % of all contract IT jobs advertised in England 21.13% 21.56% 22.82%
Number of daily rates quoted 5,724 9,117 14,548
Median daily rate £495 £488 £485
Median daily rate % change year-on-year +1.54% +0.52% +2.11%
10th Percentile £313 £325 £325
90th Percentile £675 £675 £650
UK median daily rate £488 £475 £475
% change year-on-year +2.63% - +2.70%
Number of hourly rates quoted 143 184 210
Median hourly rate £25.00 £25.80 £31.25
Median hourly rate % change year-on-year -3.09% -17.45% -4.58%
10th Percentile £13.27 £13.83 £14.00
90th Percentile £61.65 £63.71 £56.50
Median hourly rate £26.00 £25.60 £27.50
% change year-on-year +1.58% -6.93% -16.03%

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 5 March 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 5 March 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 +119 292 £525 -4.55% 78
South East +93 24 £444 -24.47% 14
North of England +63 19 £525 +10.53% 19
Midlands +44 9 £425 -5.56% 4
North West +44 9 £525 +20.00% 12
South West +80 7 £403 -12.97% 9
Yorkshire +56 7 £575 +10.52% 3
East of England +44 6 £513 +2.50% 7
East Midlands +30 6 £425 -5.56% 2
North East +24 3 £500 -15.07% 4
West Midlands - 3 £375 - 2
Amazon DynamoDB
UK

For the 6 months to 5 March 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.

1 361 (96.52%) AWS
2 291 (77.81%) Serverless
3 283 (75.67%) AWS Lambda
4 235 (62.83%) Amazon S3
5 228 (60.96%) Agile Software Development
6 219 (58.56%) JavaScript
7 201 (53.74%) React
8 200 (53.48%) Software Engineering
9 189 (50.53%) Finance
10 187 (50.00%) Web Services
11 186 (49.73%) TypeScript
12 173 (46.26%) Asset Management
13 165 (44.12%) Front Office
13 165 (44.12%) Amazon RDS
14 156 (41.71%) Node.js
15 147 (39.30%) Python
15 147 (39.30%) Amazon SQS
16 144 (38.50%) Terraform
17 137 (36.63%) Docker
18 134 (35.83%) AWS Step Functions
19 125 (33.42%) Kubernetes
20 107 (28.61%) Investment Management
21 100 (26.74%) Amazon EC2
22 84 (22.46%) SQL
23 79 (21.12%) Java
24 72 (19.25%) AngularJS
25 68 (18.18%) Kotlin
26 63 (16.84%) Fixed Income
27 59 (15.78%) Vue.js
27 59 (15.78%) Equities

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 36 (9.63%) Apache
2 13 (3.48%) Apache Airflow
3 12 (3.21%) Elasticsearch
4 11 (2.94%) Apache Spark
5 5 (1.34%) Confluence
5 5 (1.34%) Drupal
6 4 (1.07%) NServiceBus
7 2 (0.53%) CMS
7 2 (0.53%) JBoss
7 2 (0.53%) nginx
7 2 (0.53%) Tomcat
8 1 (0.27%) Apache Pig
8 1 (0.27%) IBM Domino
8 1 (0.27%) IIS
8 1 (0.27%) OpenStack
8 1 (0.27%) WebSphere
8 1 (0.27%) WordPress
Applications
1 4 (1.07%) Chatbot
Business Applications
1 1 (0.27%) Magento
Cloud Services
1 361 (96.52%) AWS
2 291 (77.81%) Serverless
3 283 (75.67%) AWS Lambda
4 235 (62.83%) Amazon S3
5 147 (39.30%) Amazon SQS
6 134 (35.83%) AWS Step Functions
7 100 (26.74%) Amazon EC2
8 45 (12.03%) Amazon CloudWatch
9 36 (9.63%) Amazon ECS
10 35 (9.36%) Amazon Cognito
11 34 (9.09%) AWS CloudFormation
12 32 (8.56%) Amazon Kinesis
13 27 (7.22%) Virtual Private Cloud
14 20 (5.35%) GitHub
14 20 (5.35%) Route 53
15 18 (4.81%) Amazon ElastiCache
15 18 (4.81%) Azure
16 16 (4.28%) SaaS
17 14 (3.74%) Amazon EKS
17 14 (3.74%) Cloud Computing
Communications & Networking
1 7 (1.87%) Network Security
2 5 (1.34%) DNS
3 4 (1.07%) HTTP
4 3 (0.80%) Intrusion Detection
5 2 (0.53%) DHCP
5 2 (0.53%) Ethernet
5 2 (0.53%) FTP
5 2 (0.53%) SMTP
5 2 (0.53%) SSH
5 2 (0.53%) VPN
6 1 (0.27%) Unified Communications
Database & Business Intelligence
1 165 (44.12%) Amazon RDS
2 47 (12.57%) NoSQL
3 43 (11.50%) PostgreSQL
4 37 (9.89%) MySQL
5 27 (7.22%) MongoDB
6 24 (6.42%) Apache Cassandra
7 22 (5.88%) Apache Ignite
8 20 (5.35%) Amazon Aurora
8 20 (5.35%) Redis
9 19 (5.08%) Relational Database
10 14 (3.74%) Amazon Redshift
10 14 (3.74%) SQL Server
11 11 (2.94%) Amazon Athena
12 10 (2.67%) Hadoop
13 9 (2.41%) Apache Hive
13 9 (2.41%) Data Warehouse
14 8 (2.14%) Big Data
15 7 (1.87%) Data Lake
15 7 (1.87%) HBase
16 6 (1.60%) Presto
Development Applications
1 34 (9.09%) Git (software)
2 23 (6.15%) Jenkins
3 14 (3.74%) JIRA
4 13 (3.48%) Cypress.io
4 13 (3.48%) Selenium
5 12 (3.21%) webpack
6 7 (1.87%) SpecFlow
7 6 (1.60%) Visual Studio
8 5 (1.34%) GitLab
8 5 (1.34%) NUnit
9 4 (1.07%) CircleCI
9 4 (1.07%) IntelliJ
9 4 (1.07%) Maven
9 4 (1.07%) Moq
9 4 (1.07%) Postman
9 4 (1.07%) SonarQube
9 4 (1.07%) Sonatype Nexus
9 4 (1.07%) Sublime Text
10 3 (0.80%) Bitbucket Server
11 2 (0.53%) CA Release Automation
General
1 189 (50.53%) Finance
2 165 (44.12%) Front Office
3 11 (2.94%) Public Sector
4 9 (2.41%) Banking
5 5 (1.34%) Advertising
6 4 (1.07%) Retail
7 3 (0.80%) Telecoms
8 2 (0.53%) Games
8 2 (0.53%) Investment Banking
9 1 (0.27%) Marketing
9 1 (0.27%) Publishing
Job Titles
1 255 (68.18%) Developer
2 145 (38.77%) AWS Developer
3 122 (32.62%) React Developer
4 96 (25.67%) JavaScript Developer
5 81 (21.66%) Full Stack Developer
6 80 (21.39%) Software Engineer
7 72 (19.25%) Python Developer
7 72 (19.25%) Python Engineer
8 60 (16.04%) Node.js Developer
9 58 (15.51%) Developer/Software Engineer
10 55 (14.71%) Python Software Engineer
11 39 (10.43%) JavaScript Engineer
12 34 (9.09%) AWS Engineer
13 18 (4.81%) DevOps Engineer
14 17 (4.55%) AWS DevOps
15 15 (4.01%) Senior Developer
16 14 (3.74%) Architect
17 12 (3.21%) Java Developer
18 10 (2.67%) C# Developer
18 10 (2.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 201 (53.74%) React
2 187 (50.00%) Web Services
3 156 (41.71%) Node.js
4 72 (19.25%) AngularJS
5 59 (15.78%) Vue.js
6 28 (7.49%) RESTful
7 26 (6.95%) Kafka
8 24 (6.42%) .NET
8 24 (6.42%) REST
9 22 (5.88%) CSS
10 17 (4.55%) Lambda Expressions
11 16 (4.28%) HTML
11 16 (4.28%) Redux
12 11 (2.94%) SOAP
13 9 (2.41%) .NET Core
13 9 (2.41%) ASP.NET Web API
13 9 (2.41%) gRPC
13 9 (2.41%) NumPy
13 9 (2.41%) Pandas
13 9 (2.41%) Spring
Miscellaneous
1 63 (16.84%) Fixed Income
2 59 (15.78%) Derivative
2 59 (15.78%) Equities
2 59 (15.78%) Foreign Exchange (FX)
3 43 (11.50%) Hedge funds
4 27 (7.22%) User Experience
5 15 (4.01%) Greenfield Project
6 7 (1.87%) Analytical Skills
7 6 (1.60%) Public Cloud
8 5 (1.34%) Cloud Native
9 3 (0.80%) Algorithms
9 3 (0.80%) Data Structures
9 3 (0.80%) NHS
9 3 (0.80%) Over-the-Top Content
10 2 (0.53%) Client/Server
10 2 (0.53%) Mobile App
10 2 (0.53%) Social Media
11 1 (0.27%) CMDB
11 1 (0.27%) Online Games
11 1 (0.27%) Private Cloud
Operating Systems
1 29 (7.75%) Linux
2 7 (1.87%) Windows
3 4 (1.07%) Amazon Linux
3 4 (1.07%) CentOS
3 4 (1.07%) Red Hat Enterprise Linux
4 3 (0.80%) Windows Server
5 2 (0.53%) Android
5 2 (0.53%) Apple iOS
6 1 (0.27%) CoreOS
6 1 (0.27%) Ubuntu
6 1 (0.27%) VMS
Processes & Methodologies
1 228 (60.96%) Agile Software Development
2 200 (53.48%) Software Engineering
3 173 (46.26%) Asset Management
4 107 (28.61%) Investment Management
5 56 (14.97%) DevOps
6 28 (7.49%) Microservices
7 24 (6.42%) TDD
8 21 (5.61%) Event-Driven Architecture
9 20 (5.35%) Test Automation
9 20 (5.35%) Unit Testing
10 19 (5.08%) Scrum
11 18 (4.81%) Fintech
12 16 (4.28%) High Availability
13 14 (3.74%) Continuous Delivery
13 14 (3.74%) Infrastructure as Code
13 14 (3.74%) Integration Testing
13 14 (3.74%) Translating Business Requirements
14 13 (3.48%) Data Modelling
14 13 (3.48%) Kanban
15 12 (3.21%) Open Source
Programming Languages
1 219 (58.56%) JavaScript
2 186 (49.73%) TypeScript
3 147 (39.30%) Python
4 84 (22.46%) SQL
5 79 (21.12%) Java
6 68 (18.18%) Kotlin
7 29 (7.75%) Scala
8 28 (7.49%) Go
9 22 (5.88%) Clojure
10 21 (5.61%) C#
11 10 (2.67%) Java 8
12 8 (2.14%) Bash Shell
12 8 (2.14%) Ruby
13 5 (1.34%) R
14 4 (1.07%) Shell Script
15 3 (0.80%) PowerShell
16 2 (0.53%) PHP
17 1 (0.27%) C++
17 1 (0.27%) Perl
17 1 (0.27%) PL/SQL
Qualifications
1 23 (6.15%) AWS Certification
2 21 (5.61%) Security Cleared
3 18 (4.81%) SC Cleared
4 2 (0.53%) Degree
5 1 (0.27%) BPSS Clearance
Quality Assurance & Compliance
1 12 (3.21%) QA
2 4 (1.07%) GDPR
3 1 (0.27%) Disclosure Scotland
System Software
1 137 (36.63%) Docker
2 4 (1.07%) HDFS
3 2 (0.53%) Active Directory
4 1 (0.27%) GlusterFS
4 1 (0.27%) VirtualBox
Systems Management
1 144 (38.50%) Terraform
2 125 (33.42%) Kubernetes
3 15 (4.01%) Ansible
4 10 (2.67%) Opscode Chef
5 9 (2.41%) Puppet
6 5 (1.34%) Kibana
7 3 (0.80%) Grafana
8 2 (0.53%) Graphite
8 2 (0.53%) HAProxy
8 2 (0.53%) Istio
8 2 (0.53%) Packer
9 1 (0.27%) Argo
9 1 (0.27%) Consul
9 1 (0.27%) Nagios
9 1 (0.27%) Pingdom
9 1 (0.27%) Salt
Vendors
1 9 (2.41%) Oracle
2 8 (2.14%) Splunk
3 7 (1.87%) Microsoft
4 6 (1.60%) New Relic
5 5 (1.34%) Google
5 5 (1.34%) Teradata
6 4 (1.07%) AppDynamics
6 4 (1.07%) Databricks
6 4 (1.07%) Dynatrace
6 4 (1.07%) TIBCO
7 3 (0.80%) Vertica
8 2 (0.53%) IBM
8 2 (0.53%) Informatica
8 2 (0.53%) MuleSoft
9 1 (0.27%) Atlassian
9 1 (0.27%) Netezza
9 1 (0.27%) PagerDuty
9 1 (0.27%) Red Hat
9 1 (0.27%) Workday
9 1 (0.27%) Xerox