Period
to 30 July 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 30 July 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
30 Jul 2021
Same period 2020 Same period 2019
Rank 285 402 469
Rank change year-on-year +117 +67 +199
Contract jobs citing Amazon DynamoDB 679 173 436
As % of all contract jobs advertised in the UK 0.94% 0.47% 0.48%
As % of the Database & Business Intelligence category 4.39% 2.16% 2.10%
Number of daily rates quoted 546 133 337
10th Percentile £425 £414 £409
25th Percentile £463 £469 £463
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +4.76%
75th Percentile £613 £663 £600
90th Percentile £713 £750 £675
UK excluding London median daily rate £475 £500 £475
% change year-on-year -5.00% +5.26% -
Number of hourly rates quoted 0 0 1
Median hourly rate - - £52.00
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 15,458 8,013 20,726
As % of all contract IT jobs advertised in the UK 21.39% 21.93% 22.62%
Number of daily rates quoted 10,645 5,540 14,323
10th Percentile £340 £325 £325
25th Percentile £413 £406 £400
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +2.70%
75th Percentile £613 £600 £575
90th Percentile £700 £688 £650
UK excluding London median daily rate £450 £450 £438
% change year-on-year - +2.86% +5.42%
Number of hourly rates quoted 217 119 253
10th Percentile £12.39 £13.52 £12.90
25th Percentile £19.25 £17.79 £17.75
Median hourly rate £27.00 £22.82 £30.00
Median % change year-on-year +18.32% -23.93% -
75th Percentile £48.75 £44.62 £50.00
90th Percentile £63.00 £61.98 £60.00
UK excluding London median hourly rate £27.00 £22.50 £30.00
% change year-on-year +20.00% -25.00% +4.35%

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 30 July 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 30 July 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 +129 571 £525 -12.50% 155
London +109 428 £525 -12.50% 88
Work from Home -72 277 £525 +5.00% 50
UK excluding London -14 123 £475 -5.00% 78
South East -22 37 £475 -2.56% 10
North of England -22 31 £500 -9.09% 18
South West +6 20 £425 +3.03% 8
North West -36 13 £463 -15.91% 11
Scotland - 13 £450 - 8
North East -6 11 £500 -2.44% 3
Wales -18 11 £523 +6.91% 4
Yorkshire -16 7 £550 +10.00% 4
East of England -15 6 £450 -14.29% 15
Midlands -58 5 £450 -22.91% 14
East Midlands - 4 £450 - 5
West Midlands -45 1 - - 8

For the 6 months to 30 July 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.

1 655 (96.47%) AWS
2 500 (73.64%) Serverless
3 483 (71.13%) AWS Lambda
4 382 (56.26%) Amazon S3
5 358 (52.72%) Agile Software Development
6 317 (46.69%) React
7 314 (46.24%) Software Engineering
8 310 (45.66%) JavaScript
9 308 (45.36%) Amazon SQS
10 304 (44.77%) Node.js
11 287 (42.27%) Terraform
12 285 (41.97%) Full Stack Development
13 275 (40.50%) Finance
14 265 (39.03%) TypeScript
15 260 (38.29%) Docker
16 255 (37.56%) Amazon RDS
17 245 (36.08%) Kubernetes
18 238 (35.05%) Web Services
19 232 (34.17%) AWS Step Functions
20 215 (31.66%) Python
21 211 (31.08%) Asset Management
22 209 (30.78%) Front Office
23 194 (28.57%) Java
24 178 (26.22%) Investment Management
25 176 (25.92%) Material-UI
26 134 (19.73%) SQL
27 114 (16.79%) DevOps
28 109 (16.05%) PostgreSQL
29 107 (15.76%) Microservices
30 100 (14.73%) NoSQL

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 47 (6.92%) Elasticsearch
2 46 (6.77%) Apache Airflow
3 39 (5.74%) Apache
4 33 (4.86%) Apache Spark
5 29 (4.27%) Confluence
6 17 (2.50%) Tomcat
7 9 (1.33%) Jupyter
8 7 (1.03%) SharePoint
9 6 (0.88%) Apache Pulsar
9 6 (0.88%) Drupal
10 5 (0.74%) CMS
10 5 (0.74%) Luigi
10 5 (0.74%) Oracle Workflow
11 2 (0.29%) nginx
11 2 (0.29%) OpenWhisk
12 1 (0.15%) Adobe Experience Manager
12 1 (0.15%) NServiceBus
Applications
1 3 (0.44%) Chatbot
2 2 (0.29%) MS Visio
Business Applications
1 1 (0.15%) Payment Gateway
Cloud Services
1 655 (96.47%) AWS
2 500 (73.64%) Serverless
3 483 (71.13%) AWS Lambda
4 382 (56.26%) Amazon S3
5 308 (45.36%) Amazon SQS
6 232 (34.17%) AWS Step Functions
7 97 (14.29%) Amazon EC2
8 71 (10.46%) AWS CloudFormation
9 60 (8.84%) Amazon Kinesis
10 53 (7.81%) Azure
11 45 (6.63%) Amazon Cognito
12 44 (6.48%) Amazon CloudWatch
13 35 (5.15%) CloudFront
13 35 (5.15%) PaaS
14 33 (4.86%) Virtual Private Cloud
15 29 (4.27%) Amazon ECS
16 22 (3.24%) GCP
17 21 (3.09%) AWS CodeBuild
17 21 (3.09%) AWS Fargate
17 21 (3.09%) GitHub
Communications & Networking
1 11 (1.62%) DNS
2 7 (1.03%) DHCP
2 7 (1.03%) VoIP
3 5 (0.74%) HTTP
3 5 (0.74%) Internet
3 5 (0.74%) VPN
3 5 (0.74%) WAN
4 4 (0.59%) Z-Wave
5 3 (0.44%) 5G
5 3 (0.44%) Wireless
6 2 (0.29%) Ethernet
7 1 (0.15%) Firewall
7 1 (0.15%) LAN
7 1 (0.15%) MQTT
7 1 (0.15%) OpenVPN
7 1 (0.15%) SSL
7 1 (0.15%) tcpdump
7 1 (0.15%) Unified Communications
7 1 (0.15%) Wireshark
Database & Business Intelligence
1 255 (37.56%) Amazon RDS
2 109 (16.05%) PostgreSQL
3 100 (14.73%) NoSQL
4 58 (8.54%) Amazon Redshift
5 54 (7.95%) Amazon Athena
6 50 (7.36%) MongoDB
7 42 (6.19%) MySQL
8 37 (5.45%) Redis
9 31 (4.57%) Amazon Aurora
10 30 (4.42%) Relational Database
11 26 (3.83%) SQL Server
12 24 (3.53%) Big Data
13 21 (3.09%) Apache Cassandra
14 18 (2.65%) Hadoop
15 17 (2.50%) Data Warehouse
16 11 (1.62%) BigQuery
16 11 (1.62%) Data Lake
17 10 (1.47%) Apache Ignite
17 10 (1.47%) Metadata
18 9 (1.33%) Apache Zeppelin
Development Applications
1 99 (14.58%) Git (software)
2 49 (7.22%) Jenkins
3 47 (6.92%) JIRA
4 41 (6.04%) SonarQube
5 29 (4.27%) GitLab
6 24 (3.53%) Artifactory
7 22 (3.24%) JUnit
8 21 (3.09%) Maven
8 21 (3.09%) Sonatype Nexus
9 19 (2.80%) Postman
10 18 (2.65%) CircleCI
10 18 (2.65%) Cucumber
10 18 (2.65%) webpack
11 16 (2.36%) Bitbucket
11 16 (2.36%) Cypress.io
12 14 (2.06%) Selenium
13 12 (1.77%) Atlassian Bamboo
14 9 (1.33%) RStudio
15 8 (1.18%) gulp
16 7 (1.03%) SpecFlow
General
1 275 (40.50%) Finance
2 209 (30.78%) Front Office
3 28 (4.12%) Public Sector
3 28 (4.12%) Social Skills
4 15 (2.21%) Analytical Skills
5 12 (1.77%) Banking
6 11 (1.62%) Marketing
7 10 (1.47%) Telecoms
8 9 (1.33%) Retail
9 8 (1.18%) Electronics
9 8 (1.18%) Manufacturing
10 7 (1.03%) Music Industry
10 7 (1.03%) Pharmaceutical
11 6 (0.88%) Financial Institution
12 5 (0.74%) Games
13 4 (0.59%) Advertising
14 3 (0.44%) Publishing
15 2 (0.29%) Documentation Skills
15 2 (0.29%) Law
15 2 (0.29%) Legal
Job Titles
1 397 (58.47%) Developer
2 212 (31.22%) AWS Developer
3 165 (24.30%) React Developer
4 138 (20.32%) Software Engineer
5 120 (17.67%) AWS Engineer
6 117 (17.23%) Full Stack Developer
7 112 (16.49%) JavaScript Developer
8 107 (15.76%) Node.js Developer
9 76 (11.19%) Python Engineer
10 64 (9.43%) Architect
10 64 (9.43%) Developer/Software Engineer
11 56 (8.25%) Python Developer
12 51 (7.51%) Java Developer
13 49 (7.22%) JavaScript Engineer
14 46 (6.77%) AWS Software Engineer
15 45 (6.63%) AWS Architect
15 45 (6.63%) Python Software Engineer
16 31 (4.57%) Data Engineer
16 31 (4.57%) DevOps Engineer
16 31 (4.57%) Senior Developer
Libraries, Frameworks & Software Standards
1 317 (46.69%) React
2 304 (44.77%) Node.js
3 238 (35.05%) Web Services
4 176 (25.92%) Material-UI
5 63 (9.28%) AngularJS
6 55 (8.10%) RESTful
6 55 (8.10%) Spring
7 54 (7.95%) Spring Boot
8 43 (6.33%) Vue.js
9 42 (6.19%) .NET
10 37 (5.45%) REST
10 37 (5.45%) Swagger
11 36 (5.30%) Kafka
12 28 (4.12%) CSS
13 26 (3.83%) GraphQL
14 25 (3.68%) .NET Core
15 23 (3.39%) Jest
15 23 (3.39%) PySpark
15 23 (3.39%) Serverless Framework
16 22 (3.24%) HTML
Miscellaneous
1 36 (5.30%) Cloud Native
1 36 (5.30%) Fixed Income
2 34 (5.01%) Derivative
3 33 (4.86%) Equities
3 33 (4.86%) Foreign Exchange (FX)
4 15 (2.21%) Public Cloud
5 14 (2.06%) Greenfield Project
6 13 (1.91%) Management Information System
7 10 (1.47%) Data Protection Act
7 10 (1.47%) User Experience
8 9 (1.33%) Data Structures
9 8 (1.18%) Client/Server
10 7 (1.03%) Algorithms
10 7 (1.03%) Life Science
11 6 (0.88%) Mobile App
12 5 (0.74%) iPad
12 5 (0.74%) NHS
13 3 (0.44%) Self-Motivation
13 3 (0.44%) Video on Demand
14 2 (0.29%) Hybrid Cloud
Operating Systems
1 17 (2.50%) Linux
2 14 (2.06%) Windows
3 10 (1.47%) Windows Server
4 5 (0.74%) Android
5 3 (0.44%) Apple iOS
5 3 (0.44%) Red Hat Enterprise Linux
5 3 (0.44%) Unix
6 2 (0.29%) CentOS
7 1 (0.15%) CoreOS
Processes & Methodologies
1 358 (52.72%) Agile Software Development
2 314 (46.24%) Software Engineering
3 285 (41.97%) Full Stack Development
4 211 (31.08%) Asset Management
5 178 (26.22%) Investment Management
6 114 (16.79%) DevOps
7 107 (15.76%) Microservices
8 66 (9.72%) TDD
8 66 (9.72%) Test Automation
9 45 (6.63%) Continuous Integration
9 45 (6.63%) Scrum
10 44 (6.48%) Infrastructure as Code
11 30 (4.42%) Analytics
11 30 (4.42%) Workflow
12 28 (4.12%) Continuous Delivery
13 27 (3.98%) Test Strategy
14 26 (3.83%) Data Engineering
15 25 (3.68%) Open Source
16 24 (3.53%) MVC
17 23 (3.39%) OO
Programming Languages
1 310 (45.66%) JavaScript
2 265 (39.03%) TypeScript
3 215 (31.66%) Python
4 194 (28.57%) Java
5 134 (19.73%) SQL
6 54 (7.95%) Scala
7 35 (5.15%) C#
8 34 (5.01%) Kotlin
9 33 (4.86%) Java 8
10 27 (3.98%) Go
11 16 (2.36%) Ruby
12 13 (1.91%) C++
13 12 (1.77%) ES6
14 11 (1.62%) Bash Shell
15 10 (1.47%) R
16 7 (1.03%) PL/SQL
17 5 (0.74%) PowerShell
18 3 (0.44%) Shell Script
19 2 (0.29%) C
19 2 (0.29%) MATLAB
Qualifications
1 39 (5.74%) AWS Certification
2 29 (4.27%) Security Cleared
3 21 (3.09%) SC Cleared
4 15 (2.21%) Degree
5 9 (1.33%) Computer Science Degree
6 4 (0.59%) DBS Check
7 2 (0.29%) (ISC)2 CCSP
7 2 (0.29%) BPSS Clearance
7 2 (0.29%) Cisco Certification
7 2 (0.29%) CISM
7 2 (0.29%) CISSP
7 2 (0.29%) Master's Degree
8 1 (0.15%) PhD
Quality Assurance & Compliance
1 16 (2.36%) QA
2 6 (0.88%) Data Quality
3 5 (0.74%) GDPR
4 2 (0.29%) Accessibility
4 2 (0.29%) SLA
5 1 (0.15%) NIST
5 1 (0.15%) PCI DSS
5 1 (0.15%) PSD2
System Software
1 260 (38.29%) Docker
2 9 (1.33%) Active Directory
3 7 (1.03%) Apache Flume
4 5 (0.74%) Virtual Machines
5 1 (0.15%) GlusterFS
5 1 (0.15%) VirtualBox
Systems Management
1 287 (42.27%) Terraform
2 245 (36.08%) Kubernetes
3 25 (3.68%) Ansible
4 17 (2.50%) Grafana
5 16 (2.36%) Prometheus
6 6 (0.88%) Oozie
7 3 (0.44%) Mesos
7 3 (0.44%) Nagios
7 3 (0.44%) Opscode Chef
7 3 (0.44%) Puppet
7 3 (0.44%) ZABBIX
8 2 (0.29%) Packer
8 2 (0.29%) Salt
9 1 (0.15%) Graylog
9 1 (0.15%) HAProxy
9 1 (0.15%) Kibana
Vendors
1 23 (3.39%) Splunk
2 16 (2.36%) ServiceNow
2 16 (2.36%) Veracode
3 14 (2.06%) Oracle
4 12 (1.77%) Google
5 10 (1.47%) SAP
6 9 (1.33%) IBM
7 8 (1.18%) Salesforce.com
8 6 (0.88%) Atlassian
8 6 (0.88%) Cloudera
8 6 (0.88%) Microsoft
9 5 (0.74%) Informatica
10 4 (0.59%) New Relic
11 3 (0.44%) Databricks
11 3 (0.44%) Netezza
11 3 (0.44%) Red Hat
11 3 (0.44%) Teradata
12 2 (0.29%) AppDynamics
12 2 (0.29%) TIBCO
12 2 (0.29%) Workday