Period
to 14 May 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 14 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
6 months to
14 May 2021
Same period 2020 Same period 2019
Rank 260 441 510
Rank change year-on-year +181 +69 +113
Contract jobs citing Amazon DynamoDB 560 209 373
As % of all contract jobs advertised in the UK 0.98% 0.41% 0.41%
As % of the Database & Business Intelligence category 4.67% 1.95% 1.81%
Number of daily rates quoted 459 163 273
10th Percentile £415 £413 £386
25th Percentile £463 £450 £450
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +0.67%
75th Percentile £613 £644 £600
90th Percentile £713 £750 £675
UK excluding London median daily rate £475 £515 £475
% change year-on-year -7.77% +8.42% -5.00%
Number of hourly rates quoted 2 0 1
Median hourly rate £25.07 - £52.00
UK excluding London median hourly rate £25.07 - -

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 11,994 10,696 20,590
As % of all contract IT jobs advertised in the UK 20.99% 21.21% 22.56%
Number of daily rates quoted 8,190 7,355 14,308
10th Percentile £325 £325 £325
25th Percentile £406 £400 £400
Median daily rate (50th Percentile) £500 £480 £475
Median % change year-on-year +4.17% +1.05% +2.15%
75th Percentile £599 £588 £575
90th Percentile £675 £675 £650
UK excluding London median daily rate £440 £450 £430
% change year-on-year -2.22% +4.65% +3.61%
Number of hourly rates quoted 212 160 231
10th Percentile £11.49 £13.72 £13.25
25th Percentile £19.00 £18.19 £17.81
Median hourly rate £26.25 £24.70 £30.00
Median % change year-on-year +6.28% -17.67% -
75th Percentile £45.00 £46.00 £47.50
90th Percentile £61.15 £58.15 £57.50
UK excluding London median hourly rate £24.00 £22.50 £30.00
% change year-on-year +6.67% -25.00% -

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 14 May 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 14 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
England +181 473 £525 -4.55% 132
London +142 359 £525 -8.70% 71
Work from Home -82 227 £525 +2.44% 59
UK excluding London +52 102 £475 -7.77% 72
South East +37 33 £475 -20.83% 16
North of England +30 29 £500 -6.10% 23
South West +53 16 £425 -8.11% 6
North West +5 12 £500 +1.01% 11
North East +19 9 £500 -15.07% 6
Wales +9 9 £483 -2.28% 6
Yorkshire +38 8 £625 +20.13% 6
Midlands +9 8 £425 -5.56% 9
Scotland -21 7 £513 +7.89% 4
East Midlands +16 6 £425 -5.56% 3
East of England +31 5 £506 -1.22% 7
West Midlands +2 2 £356 -38.97% 6

For the 6 months to 14 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 with a requirement for Amazon DynamoDB.

1 540 (96.43%) AWS
2 418 (74.64%) Serverless
3 404 (72.14%) AWS Lambda
4 339 (60.54%) Amazon S3
5 327 (58.39%) Agile Software Development
6 285 (50.89%) JavaScript
7 284 (50.71%) Software Engineering
8 268 (47.86%) Amazon SQS
9 265 (47.32%) React
10 264 (47.14%) Node.js
11 251 (44.82%) Terraform
12 248 (44.29%) Amazon RDS
13 242 (43.21%) Finance
14 241 (43.04%) TypeScript
15 231 (41.25%) Docker
16 222 (39.64%) Web Services
17 219 (39.11%) Kubernetes
18 215 (38.39%) AWS Step Functions
19 199 (35.54%) Asset Management
20 196 (35.00%) Front Office
21 172 (30.71%) Python
22 169 (30.18%) Investment Management
23 114 (20.36%) Java
24 111 (19.82%) SQL
25 92 (16.43%) NoSQL
26 91 (16.25%) PostgreSQL
27 88 (15.71%) DevOps
28 73 (13.04%) Amazon EC2
29 71 (12.68%) Microservices
30 68 (12.14%) TDD

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 37 (6.61%) Apache Airflow
2 34 (6.07%) Apache
3 30 (5.36%) Apache Spark
4 29 (5.18%) Elasticsearch
5 27 (4.82%) Confluence
6 10 (1.79%) Tomcat
7 8 (1.43%) Apache Pulsar
8 6 (1.07%) Drupal
8 6 (1.07%) Jupyter
9 5 (0.89%) CMS
9 5 (0.89%) Luigi
9 5 (0.89%) Oracle Workflow
10 4 (0.71%) Anypoint
10 4 (0.71%) NServiceBus
11 2 (0.36%) OpenWhisk
11 2 (0.36%) SharePoint
12 1 (0.18%) Apache Pig
12 1 (0.18%) IBM Domino
12 1 (0.18%) nginx
Applications
1 7 (1.25%) Chatbot
Business Applications
1 1 (0.18%) Magento
1 1 (0.18%) Payment Gateway
Cloud Services
1 540 (96.43%) AWS
2 418 (74.64%) Serverless
3 404 (72.14%) AWS Lambda
4 339 (60.54%) Amazon S3
5 268 (47.86%) Amazon SQS
6 215 (38.39%) AWS Step Functions
7 73 (13.04%) Amazon EC2
8 56 (10.00%) AWS CloudFormation
9 48 (8.57%) Amazon CloudWatch
10 43 (7.68%) Azure
11 42 (7.50%) Amazon Kinesis
12 41 (7.32%) Amazon Cognito
13 30 (5.36%) PaaS
14 27 (4.82%) Amazon ECS
15 26 (4.64%) GitHub
16 25 (4.46%) CloudFront
17 23 (4.11%) Amazon EMR
18 22 (3.93%) GCP
19 20 (3.57%) Virtual Private Cloud
20 16 (2.86%) Route 53
Communications & Networking
1 10 (1.79%) HTTP
2 5 (0.89%) DNS
2 5 (0.89%) VPN
3 4 (0.71%) FTP
4 3 (0.54%) 5G
4 3 (0.54%) Ethernet
4 3 (0.54%) Network Security
4 3 (0.54%) Wireless
5 2 (0.36%) Intrusion Detection
6 1 (0.18%) Internet
6 1 (0.18%) MQTT
6 1 (0.18%) Unified Communications
Database & Business Intelligence
1 248 (44.29%) Amazon RDS
2 92 (16.43%) NoSQL
3 91 (16.25%) PostgreSQL
4 44 (7.86%) MySQL
5 43 (7.68%) Amazon Redshift
5 43 (7.68%) MongoDB
6 35 (6.25%) Apache Cassandra
7 30 (5.36%) SQL Server
8 27 (4.82%) Amazon Athena
8 27 (4.82%) Amazon Aurora
9 26 (4.64%) Big Data
10 23 (4.11%) Relational Database
11 21 (3.75%) Redis
12 20 (3.57%) Hadoop
13 16 (2.86%) Data Warehouse
14 13 (2.32%) Apache Hive
14 13 (2.32%) HBase
15 12 (2.14%) Presto
16 11 (1.96%) BigQuery
16 11 (1.96%) Snowflake Schema
Development Applications
1 68 (12.14%) Git (software)
2 47 (8.39%) JIRA
3 31 (5.54%) Jenkins
3 31 (5.54%) SonarQube
4 22 (3.93%) GitLab
5 21 (3.75%) Selenium
6 18 (3.21%) Artifactory
7 17 (3.04%) Sonatype Nexus
8 15 (2.68%) JUnit
9 13 (2.32%) webpack
10 12 (2.14%) Maven
11 11 (1.96%) CircleCI
11 11 (1.96%) Cucumber
11 11 (1.96%) SpecFlow
12 10 (1.79%) Cypress.io
12 10 (1.79%) Postman
13 6 (1.07%) JMeter
13 6 (1.07%) RStudio
14 5 (0.89%) Grunt
14 5 (0.89%) Mocha
General
1 242 (43.21%) Finance
2 196 (35.00%) Front Office
3 22 (3.93%) Public Sector
4 18 (3.21%) Social Skills
5 14 (2.50%) Banking
6 12 (2.14%) Analytical Skills
7 11 (1.96%) Retail
8 10 (1.79%) Marketing
9 8 (1.43%) Telecoms
10 5 (0.89%) Games
11 4 (0.71%) Electronics
11 4 (0.71%) Manufacturing
12 2 (0.36%) Advertising
12 2 (0.36%) Publishing
13 1 (0.18%) Documentation Skills
13 1 (0.18%) Law
Job Titles
1 356 (63.57%) Developer
2 227 (40.54%) AWS Developer
3 183 (32.68%) React Developer
4 129 (23.04%) JavaScript Developer
5 125 (22.32%) Full Stack Developer
6 116 (20.71%) Node.js Developer
7 72 (12.86%) Software Engineer
8 67 (11.96%) AWS Engineer
9 60 (10.71%) Python Engineer
10 47 (8.39%) Python Developer
11 46 (8.21%) Architect
12 35 (6.25%) Python Software Engineer
13 29 (5.18%) Developer/Software Engineer
13 29 (5.18%) DevOps Engineer
14 28 (5.00%) AWS Architect
15 23 (4.11%) JavaScript Engineer
16 22 (3.93%) Java Developer
16 22 (3.93%) Senior Developer
17 21 (3.75%) C# Developer
18 20 (3.57%) AWS DevOps
Libraries, Frameworks & Software Standards
1 265 (47.32%) React
2 264 (47.14%) Node.js
3 222 (39.64%) Web Services
4 51 (9.11%) AngularJS
5 42 (7.50%) RESTful
6 39 (6.96%) .NET
6 39 (6.96%) REST
7 37 (6.61%) Kafka
8 36 (6.43%) Vue.js
9 35 (6.25%) Spring
10 27 (4.82%) CSS
10 27 (4.82%) Spring Boot
10 27 (4.82%) Swagger
11 21 (3.75%) Lambda Expressions
11 21 (3.75%) PySpark
12 19 (3.39%) .NET Core
12 19 (3.39%) HTML
13 18 (3.21%) GraphQL
14 16 (2.86%) ActiveMQ
14 16 (2.86%) SOAP
Miscellaneous
1 31 (5.54%) Fixed Income
2 27 (4.82%) Derivative
2 27 (4.82%) Equities
2 27 (4.82%) Foreign Exchange (FX)
3 22 (3.93%) Cloud Native
4 20 (3.57%) Greenfield Project
5 16 (2.86%) User Experience
6 13 (2.32%) Public Cloud
7 10 (1.79%) Data Structures
7 10 (1.79%) Management Information System
8 6 (1.07%) Algorithms
8 6 (1.07%) Client/Server
8 6 (1.07%) Hedge funds
8 6 (1.07%) NHS
9 5 (0.89%) iPad
9 5 (0.89%) Mobile App
10 3 (0.54%) Self-Motivation
11 2 (0.36%) Blog
11 2 (0.36%) Hybrid Cloud
11 2 (0.36%) Over-the-Top Content
Operating Systems
1 18 (3.21%) Linux
2 7 (1.25%) Windows
3 4 (0.71%) Android
4 3 (0.54%) CentOS
4 3 (0.54%) Red Hat Enterprise Linux
4 3 (0.54%) Windows Server
5 2 (0.36%) Apple iOS
6 1 (0.18%) CoreOS
6 1 (0.18%) Unix
Processes & Methodologies
1 327 (58.39%) Agile Software Development
2 284 (50.71%) Software Engineering
3 199 (35.54%) Asset Management
4 169 (30.18%) Investment Management
5 88 (15.71%) DevOps
6 71 (12.68%) Microservices
7 68 (12.14%) TDD
8 45 (8.04%) Test Automation
9 37 (6.61%) Scrum
10 35 (6.25%) Infrastructure as Code
11 34 (6.07%) Analytics
12 31 (5.54%) Workflow
13 29 (5.18%) Continuous Integration
13 29 (5.18%) Open Source
14 23 (4.11%) Data Engineering
15 22 (3.93%) Unit Testing
16 21 (3.75%) Kanban
16 21 (3.75%) MVC
17 20 (3.57%) Event-Driven Architecture
17 20 (3.57%) Test Strategy
Programming Languages
1 285 (50.89%) JavaScript
2 241 (43.04%) TypeScript
3 172 (30.71%) Python
4 114 (20.36%) Java
5 111 (19.82%) SQL
6 52 (9.29%) Scala
7 35 (6.25%) C#
8 32 (5.71%) Go
9 28 (5.00%) Kotlin
10 23 (4.11%) Java 8
11 16 (2.86%) Ruby
12 13 (2.32%) C++
13 12 (2.14%) R
14 10 (1.79%) Bash Shell
15 6 (1.07%) Clojure
15 6 (1.07%) ES6
15 6 (1.07%) PL/SQL
16 5 (0.89%) PowerShell
17 3 (0.54%) Shell Script
18 2 (0.36%) C
Qualifications
1 31 (5.54%) AWS Certification
2 29 (5.18%) Security Cleared
3 22 (3.93%) SC Cleared
4 9 (1.61%) Degree
5 7 (1.25%) Computer Science Degree
6 2 (0.36%) BPSS Clearance
6 2 (0.36%) Master's Degree
7 1 (0.18%) DBS Check
7 1 (0.18%) PhD
Quality Assurance & Compliance
1 19 (3.39%) QA
2 5 (0.89%) Data Quality
3 1 (0.18%) Disclosure Scotland
3 1 (0.18%) GDPR
3 1 (0.18%) PCI DSS
3 1 (0.18%) PSD2
System Software
1 231 (41.25%) Docker
2 6 (1.07%) Apache Flume
3 4 (0.71%) HDFS
3 4 (0.71%) Virtual Machines
4 2 (0.36%) Active Directory
5 1 (0.18%) GlusterFS
5 1 (0.18%) VirtualBox
Systems Management
1 251 (44.82%) Terraform
2 219 (39.11%) Kubernetes
3 20 (3.57%) Ansible
4 19 (3.39%) Grafana
5 14 (2.50%) Prometheus
6 6 (1.07%) Oozie
6 6 (1.07%) Opscode Chef
6 6 (1.07%) Puppet
7 3 (0.54%) Nagios
7 3 (0.54%) Salt
8 2 (0.36%) Graphite
8 2 (0.36%) ZABBIX
9 1 (0.18%) Argo
9 1 (0.18%) HAProxy
9 1 (0.18%) Kibana
9 1 (0.18%) Mesos
9 1 (0.18%) Packer
Vendors
1 23 (4.11%) Splunk
2 19 (3.39%) Oracle
3 14 (2.50%) ServiceNow
3 14 (2.50%) Veracode
4 13 (2.32%) Google
5 12 (2.14%) IBM
6 8 (1.43%) Cloudera
6 8 (1.43%) Informatica
6 8 (1.43%) Teradata
7 7 (1.25%) Microsoft
7 7 (1.25%) New Relic
8 6 (1.07%) Atlassian
9 5 (0.89%) Salesforce.com
9 5 (0.89%) SAP
10 4 (0.71%) Dynatrace
10 4 (0.71%) MuleSoft
10 4 (0.71%) Salesforce Marketing Cloud
10 4 (0.71%) TIBCO
11 3 (0.54%) Talend
11 3 (0.54%) Vertica