Period
to 3 March 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 3 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
6 months to
3 Mar 2021
Same period 2020 Same period 2019
Rank 285 438 556
Rank change year-on-year +153 +118 +64
Contract jobs citing Amazon DynamoDB 423 308 341
As % of all contract jobs advertised in the UK 0.88% 0.46% 0.35%
As % of the Database & Business Intelligence category 4.13% 2.16% 1.55%
Number of daily rates quoted 486 200 267
Median daily rate £525 £550 £525
Median daily rate % change year-on-year -4.55% +4.76% +2.44%
10th Percentile £413 £409 £393
90th Percentile £700 £750 £650
UK excluding London median daily rate £475 £500 £475
% change year-on-year -5.00% +5.26% -5.00%
Number of hourly rates quoted 3 0 2
Median hourly rate £22.63 - £45.00
10th Percentile £21.29 - £42.50
90th Percentile £26.79 - £47.50
UK excluding London median hourly rate £22.63 - -

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 10,247 14,285 22,024
As % of all contract IT jobs advertised in the UK 21.22% 21.34% 22.62%
Number of daily rates quoted 7,013 9,702 15,363
Median daily rate £488 £475 £475
Median daily rate % change year-on-year +2.63% - +2.70%
10th Percentile £313 £319 £320
90th Percentile £655 £663 £650
UK excluding London median daily rate £428 £440 £425
% change year-on-year -2.84% +3.53% +6.25%
Number of hourly rates quoted 179 201 231
Median hourly rate £26.00 £26.00 £27.50
Median hourly rate % change year-on-year - -5.45% -15.38%
10th Percentile £13.60 £13.74 £12.57
90th Percentile £60.05 £59.50 £56.00
Median hourly rate £23.47 £23.35 £30.00
% change year-on-year +0.51% -22.17% -21.57%

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 3 March 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 16 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 3 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
England +168 372 £525 -4.55% 134
London +113 294 £525 -4.55% 77
Work from Home -86 156 £525 -2.33% 43
UK excluding London +105 66 £475 -5.00% 58
South East +93 23 £425 -27.66% 16
North of England +58 19 £525 +10.53% 20
Midlands +53 9 £425 -5.56% 4
North West +37 9 £525 +20.00% 11
Yorkshire +48 7 £575 +10.52% 5
South West +80 6 £403 -12.97% 9
East Midlands +29 6 £425 -5.56% 2
East of England +54 5 £531 +6.25% 8
Wales +20 5 £450 +63.64% 1
Scotland +11 4 £513 +10.81%
North East +23 3 £500 -15.07% 4
West Midlands - 3 £375 - 2

For the 6 months to 3 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 with a requirement for Amazon DynamoDB.

1 409 (96.69%) AWS
2 323 (76.36%) Serverless
3 314 (74.23%) AWS Lambda
4 256 (60.52%) Amazon S3
5 248 (58.63%) Agile Software Development
6 230 (54.37%) JavaScript
7 211 (49.88%) Software Engineering
8 207 (48.94%) React
9 190 (44.92%) Finance
10 189 (44.68%) Web Services
10 189 (44.68%) TypeScript
11 179 (42.32%) Amazon RDS
12 178 (42.08%) Python
13 175 (41.37%) Asset Management
14 171 (40.43%) Amazon SQS
15 167 (39.48%) Front Office
16 163 (38.53%) Node.js
17 160 (37.83%) Terraform
18 145 (34.28%) AWS Step Functions
19 142 (33.57%) Docker
20 130 (30.73%) Kubernetes
21 110 (26.00%) Amazon EC2
22 109 (25.77%) Investment Management
23 98 (23.17%) SQL
24 92 (21.75%) Java
25 78 (18.44%) AngularJS
26 70 (16.55%) Kotlin
27 69 (16.31%) DevOps
28 65 (15.37%) Vue.js
28 65 (15.37%) Fixed Income

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 (10.40%) Apache
2 19 (4.49%) Apache Airflow
2 19 (4.49%) Elasticsearch
3 15 (3.55%) Confluence
4 14 (3.31%) Apache Spark
5 5 (1.18%) Drupal
6 4 (0.95%) Anypoint
6 4 (0.95%) NServiceBus
7 2 (0.47%) Apache Pulsar
7 2 (0.47%) CMS
7 2 (0.47%) JBoss
7 2 (0.47%) nginx
7 2 (0.47%) Tomcat
8 1 (0.24%) Apache Pig
8 1 (0.24%) IBM Domino
8 1 (0.24%) IIS
8 1 (0.24%) OpenStack
8 1 (0.24%) OpenWhisk
8 1 (0.24%) WebSphere
8 1 (0.24%) WordPress
Applications
1 6 (1.42%) Chatbot
Business Applications
1 1 (0.24%) Magento
Cloud Services
1 409 (96.69%) AWS
2 323 (76.36%) Serverless
3 314 (74.23%) AWS Lambda
4 256 (60.52%) Amazon S3
5 171 (40.43%) Amazon SQS
6 145 (34.28%) AWS Step Functions
7 110 (26.00%) Amazon EC2
8 55 (13.00%) Amazon CloudWatch
9 40 (9.46%) Amazon ECS
10 39 (9.22%) Amazon Kinesis
11 38 (8.98%) Amazon Cognito
12 37 (8.75%) AWS CloudFormation
13 32 (7.57%) Virtual Private Cloud
14 25 (5.91%) GitHub
15 24 (5.67%) Azure
16 20 (4.73%) Route 53
17 18 (4.26%) Amazon ElastiCache
18 16 (3.78%) Amazon EKS
18 16 (3.78%) Amazon EMR
18 16 (3.78%) SaaS
Communications & Networking
1 9 (2.13%) HTTP
2 7 (1.65%) Network Security
3 6 (1.42%) FTP
4 5 (1.18%) DNS
5 3 (0.71%) Intrusion Detection
6 2 (0.47%) 5G
6 2 (0.47%) DHCP
6 2 (0.47%) Ethernet
6 2 (0.47%) SMTP
6 2 (0.47%) SSH
6 2 (0.47%) VPN
6 2 (0.47%) Wireless
7 1 (0.24%) Unified Communications
Database & Business Intelligence
1 179 (42.32%) Amazon RDS
2 59 (13.95%) NoSQL
3 55 (13.00%) PostgreSQL
4 43 (10.17%) MySQL
5 33 (7.80%) MongoDB
6 28 (6.62%) Apache Cassandra
7 25 (5.91%) Amazon Redshift
8 23 (5.44%) Amazon Aurora
9 22 (5.20%) Apache Ignite
9 22 (5.20%) Redis
9 22 (5.20%) Relational Database
10 21 (4.96%) SQL Server
11 13 (3.07%) Amazon Athena
11 13 (3.07%) Big Data
12 12 (2.84%) Data Warehouse
12 12 (2.84%) Hadoop
13 11 (2.60%) Apache Hive
13 11 (2.60%) Data Lake
14 7 (1.65%) HBase
15 6 (1.42%) Presto
Development Applications
1 41 (9.69%) Git (software)
2 29 (6.86%) JIRA
3 27 (6.38%) Jenkins
4 15 (3.55%) Selenium
5 13 (3.07%) Cypress.io
6 12 (2.84%) GitLab
6 12 (2.84%) SonarQube
6 12 (2.84%) webpack
7 10 (2.36%) Sonatype Nexus
7 10 (2.36%) SpecFlow
8 8 (1.89%) Artifactory
9 7 (1.65%) CircleCI
10 6 (1.42%) Visual Studio
11 5 (1.18%) Maven
11 5 (1.18%) NUnit
12 4 (0.95%) IntelliJ
12 4 (0.95%) Moq
12 4 (0.95%) Postman
12 4 (0.95%) RSpec
12 4 (0.95%) Sublime Text
General
1 190 (44.92%) Finance
2 167 (39.48%) Front Office
3 13 (3.07%) Public Sector
4 11 (2.60%) Banking
5 8 (1.89%) Retail
6 7 (1.65%) Advertising
7 5 (1.18%) Games
7 5 (1.18%) Marketing
8 4 (0.95%) Investment Banking
9 3 (0.71%) Telecoms
10 1 (0.24%) Multimedia
10 1 (0.24%) Publishing
Job Titles
1 279 (65.96%) Developer
2 153 (36.17%) AWS Developer
3 122 (28.84%) React Developer
4 101 (23.88%) JavaScript Developer
5 88 (20.80%) Software Engineer
6 80 (18.91%) Full Stack Developer
7 79 (18.68%) Python Engineer
8 78 (18.44%) Python Developer
9 62 (14.66%) Developer/Software Engineer
9 62 (14.66%) Node.js Developer
10 58 (13.71%) Python Software Engineer
11 42 (9.93%) AWS Engineer
12 41 (9.69%) JavaScript Engineer
13 25 (5.91%) DevOps Engineer
14 21 (4.96%) Architect
15 20 (4.73%) AWS DevOps
16 15 (3.55%) C# Developer
17 14 (3.31%) Senior Developer
18 13 (3.07%) Java Developer
19 12 (2.84%) Solutions Architect
Libraries, Frameworks & Software Standards
1 207 (48.94%) React
2 189 (44.68%) Web Services
3 163 (38.53%) Node.js
4 78 (18.44%) AngularJS
5 65 (15.37%) Vue.js
6 35 (8.27%) REST
7 34 (8.04%) .NET
8 32 (7.57%) RESTful
9 28 (6.62%) Kafka
10 24 (5.67%) CSS
11 19 (4.49%) Lambda Expressions
12 17 (4.02%) HTML
12 17 (4.02%) SOAP
13 16 (3.78%) Redux
14 15 (3.55%) .NET Core
15 13 (3.07%) Spring
16 11 (2.60%) JSON
16 11 (2.60%) Swagger
17 10 (2.36%) PySpark
17 10 (2.36%) Spring Boot
Miscellaneous
1 65 (15.37%) Fixed Income
2 61 (14.42%) Derivative
2 61 (14.42%) Equities
2 61 (14.42%) Foreign Exchange (FX)
3 45 (10.64%) Hedge funds
4 26 (6.15%) User Experience
5 15 (3.55%) Greenfield Project
6 12 (2.84%) Cloud Native
7 8 (1.89%) Public Cloud
8 7 (1.65%) Analytical Skills
9 3 (0.71%) Algorithms
9 3 (0.71%) Data Structures
9 3 (0.71%) NHS
9 3 (0.71%) Over-the-Top Content
10 2 (0.47%) Client/Server
10 2 (0.47%) Mobile App
10 2 (0.47%) Self-Motivation
10 2 (0.47%) Social Media
11 1 (0.24%) Data Centre
11 1 (0.24%) Private Cloud
Operating Systems
1 28 (6.62%) Linux
2 8 (1.89%) Windows
3 4 (0.95%) Amazon Linux
3 4 (0.95%) CentOS
3 4 (0.95%) Red Hat Enterprise Linux
3 4 (0.95%) Windows Server
4 2 (0.47%) Android
4 2 (0.47%) Apple iOS
5 1 (0.24%) CoreOS
5 1 (0.24%) Ubuntu
5 1 (0.24%) Unix
5 1 (0.24%) VMS
Processes & Methodologies
1 248 (58.63%) Agile Software Development
2 211 (49.88%) Software Engineering
3 175 (41.37%) Asset Management
4 109 (25.77%) Investment Management
5 69 (16.31%) DevOps
6 45 (10.64%) Microservices
7 42 (9.93%) TDD
8 27 (6.38%) Test Automation
9 26 (6.15%) Unit Testing
10 21 (4.96%) Event-Driven Architecture
10 21 (4.96%) Infrastructure as Code
10 21 (4.96%) Scrum
11 18 (4.26%) Fintech
11 18 (4.26%) High Availability
12 15 (3.55%) Analytics
12 15 (3.55%) Continuous Delivery
12 15 (3.55%) Continuous Integration
12 15 (3.55%) Data Modelling
13 14 (3.31%) Integration Testing
13 14 (3.31%) Migration
Programming Languages
1 230 (54.37%) JavaScript
2 189 (44.68%) TypeScript
3 178 (42.08%) Python
4 98 (23.17%) SQL
5 92 (21.75%) Java
6 70 (16.55%) Kotlin
7 33 (7.80%) Scala
8 27 (6.38%) C#
8 27 (6.38%) Go
9 22 (5.20%) Clojure
10 11 (2.60%) Bash Shell
11 10 (2.36%) Java 8
12 8 (1.89%) Ruby
13 6 (1.42%) PowerShell
14 5 (1.18%) R
15 4 (0.95%) Shell Script
16 3 (0.71%) C++
16 3 (0.71%) PHP
17 1 (0.24%) Perl
17 1 (0.24%) PL/SQL
Qualifications
1 24 (5.67%) AWS Certification
2 23 (5.44%) Security Cleared
3 19 (4.49%) SC Cleared
4 2 (0.47%) Degree
5 1 (0.24%) BPSS Clearance
5 1 (0.24%) DBS Check
Quality Assurance & Compliance
1 13 (3.07%) QA
2 4 (0.95%) GDPR
3 2 (0.47%) Data Quality
4 1 (0.24%) Disclosure Scotland
System Software
1 142 (33.57%) Docker
2 4 (0.95%) HDFS
3 3 (0.71%) Active Directory
4 1 (0.24%) GlusterFS
4 1 (0.24%) VirtualBox
Systems Management
1 160 (37.83%) Terraform
2 130 (30.73%) Kubernetes
3 21 (4.96%) Ansible
4 11 (2.60%) Opscode Chef
5 10 (2.36%) Grafana
5 10 (2.36%) Puppet
6 6 (1.42%) Prometheus
7 5 (1.18%) Kibana
8 2 (0.47%) Graphite
8 2 (0.47%) HAProxy
8 2 (0.47%) Istio
8 2 (0.47%) Packer
8 2 (0.47%) Salt
9 1 (0.24%) Argo
9 1 (0.24%) Consul
9 1 (0.24%) Nagios
9 1 (0.24%) Pingdom
Vendors
1 14 (3.31%) Splunk
2 11 (2.60%) Oracle
3 7 (1.65%) IBM
3 7 (1.65%) Microsoft
3 7 (1.65%) ServiceNow
3 7 (1.65%) Teradata
4 6 (1.42%) Google
4 6 (1.42%) MuleSoft
4 6 (1.42%) New Relic
4 6 (1.42%) Veracode
5 4 (0.95%) AppDynamics
5 4 (0.95%) Atlassian
5 4 (0.95%) Databricks
5 4 (0.95%) Dynatrace
5 4 (0.95%) Informatica
5 4 (0.95%) Salesforce Marketing Cloud
5 4 (0.95%) Salesforce.com
5 4 (0.95%) TIBCO
6 3 (0.71%) Talend
6 3 (0.71%) Vertica