Period
to

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 22 May 2022 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
22 May 2022
Same period 2021 Same period 2020
Rank 391 255 450
Rank change year-on-year -136 +195 +56
Contract jobs citing Amazon DynamoDB 429 485 173
As % of all contract jobs advertised in England 0.61% 1.04% 0.40%
As % of the Database & Business Intelligence category 3.13% 4.93% 1.82%
Number of daily rates quoted 305 423 135
10th Percentile £425 £416 £413
25th Percentile £510 £463 £460
Median daily rate (50th Percentile) £575 £525 £550
Median % change year-on-year +9.52% -4.55% +2.09%
75th Percentile £688 £613 £663
90th Percentile £775 £713 £750
UK median daily rate £575 £525 £550
% change year-on-year +9.52% -4.55% +4.76%

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 13,707 9,837 9,480
As % of all contract IT jobs advertised in England 19.46% 21.16% 21.98%
Number of daily rates quoted 9,935 6,822 6,605
10th Percentile £363 £325 £325
25th Percentile £450 £413 £405
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - +3.09%
75th Percentile £653 £600 £588
90th Percentile £750 £699 £675
UK median daily rate £545 £500 £488
% change year-on-year +9.00% +2.56% +2.63%
Number of hourly rates quoted 165 177 135
10th Percentile £14.55 £11.25 £14.45
25th Percentile £21.75 £17.75 £18.13
Median hourly rate £45.00 £24.50 £24.71
Median % change year-on-year +83.67% -0.85% -17.63%
75th Percentile £65.00 £49.41 £46.00
90th Percentile £75.00 £65.20 £59.80
UK median hourly rate £45.00 £26.50 £24.71
% change year-on-year +69.81% +7.24% -13.30%

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 22 May 2022.

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 22 May 2022. 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
Jobs
London -136 293 £601 +14.38% 41
South East -44 34 £500 +5.26% 9
Midlands -22 32 £500 +17.65% 6
North of England -43 27 £550 +10.00% 16
West Midlands -29 22 £450 +26.32% 2
Yorkshire -33 13 £525 -16.00% 3
North West -39 13 £550 +10.00% 13
East Midlands -18 10 £500 +17.65% 4
South West -39 6 £595 +40.00% 10
East of England -25 5 £425 -16.05% 4
North East -15 1 - -
Amazon DynamoDB
UK

For the 6 months to 22 May 2022, 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.

1 411 (95.80%) AWS
2 268 (62.47%) Serverless
3 258 (60.14%) AWS Lambda
4 192 (44.76%) DevOps
5 156 (36.36%) Microservices
6 146 (34.03%) CI/CD
7 133 (31.00%) AWS CloudFormation
8 131 (30.54%) React
8 131 (30.54%) Agile
9 128 (29.84%) Node.js
10 122 (28.44%) Kubernetes
10 122 (28.44%) Terraform
10 122 (28.44%) Software Engineering
11 114 (26.57%) Docker
12 111 (25.87%) Python
13 110 (25.64%) JavaScript
14 107 (24.94%) Amazon CloudWatch
15 103 (24.01%) Java
16 101 (23.54%) Kafka
16 101 (23.54%) Full Stack Development
17 95 (22.14%) Amazon SQS
18 93 (21.68%) Amazon S3
19 87 (20.28%) TypeScript
20 80 (18.65%) PostgreSQL
21 79 (18.41%) Amazon RDS
22 76 (17.72%) Event-Driven
23 75 (17.48%) Azure
24 71 (16.55%) NoSQL
25 69 (16.08%) Amazon EC2
25 69 (16.08%) SQL

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 49 (11.42%) Elasticsearch
2 25 (5.83%) Confluence
3 10 (2.33%) Apache Spark
4 9 (2.10%) Apache
4 9 (2.10%) nginx
5 4 (0.93%) Apache Pulsar
5 4 (0.93%) CMS
6 3 (0.70%) WebLogic
7 2 (0.47%) Apache Pig
8 1 (0.23%) Cloud Foundry
8 1 (0.23%) Ethereum
8 1 (0.23%) Geth
8 1 (0.23%) Umbraco
8 1 (0.23%) uWSGI
Applications
1 1 (0.23%) Chatbot
1 1 (0.23%) MS Visio
Business Applications
1 4 (0.93%) Oracle Applications
1 4 (0.93%) Salesforce.com CRM
2 3 (0.70%) Shopify
3 2 (0.47%) Cloudability
4 1 (0.23%) SAP IBP
Cloud Services
1 411 (95.80%) AWS
2 268 (62.47%) Serverless
3 258 (60.14%) AWS Lambda
4 133 (31.00%) AWS CloudFormation
5 107 (24.94%) Amazon CloudWatch
6 95 (22.14%) Amazon SQS
7 93 (21.68%) Amazon S3
8 75 (17.48%) Azure
9 69 (16.08%) Amazon EC2
10 64 (14.92%) Amazon Kinesis
11 55 (12.82%) Amazon Cognito
11 55 (12.82%) Amazon ECS
12 45 (10.49%) GitHub
13 43 (10.02%) AWS Fargate
14 41 (9.56%) AWS CloudTrail
15 40 (9.32%) AWS KMS
16 29 (6.76%) CloudFront
17 28 (6.53%) Route 53
18 26 (6.06%) Amazon EKS
18 26 (6.06%) AWS Step Functions
Communications & Networking
1 5 (1.17%) Firewall
1 5 (1.17%) TCP/IP
1 5 (1.17%) VPN
2 4 (0.93%) FTP
2 4 (0.93%) Network Security
2 4 (0.93%) SSH
3 3 (0.70%) HTTP
3 3 (0.70%) Internet
3 3 (0.70%) LoRaWAN
3 3 (0.70%) WAN
3 3 (0.70%) Z-Wave
4 2 (0.47%) tcpdump
4 2 (0.47%) Wireshark
5 1 (0.23%) BGP
5 1 (0.23%) Broadband
5 1 (0.23%) DNS
5 1 (0.23%) HTTPS
5 1 (0.23%) IPFS
5 1 (0.23%) SSL
Database & Business Intelligence
1 80 (18.65%) PostgreSQL
2 79 (18.41%) Amazon RDS
3 71 (16.55%) NoSQL
4 62 (14.45%) MySQL
5 54 (12.59%) MongoDB
6 48 (11.19%) Redis
7 36 (8.39%) Relational Database
8 35 (8.16%) Amazon Aurora
9 17 (3.96%) Amazon Redshift
10 16 (3.73%) Apache Cassandra
10 16 (3.73%) Big Data
11 15 (3.50%) Amazon Athena
12 11 (2.56%) SQL Server
13 9 (2.10%) Hadoop
13 9 (2.10%) Oracle Database
14 8 (1.86%) Oracle Database 12c
15 7 (1.63%) BigQuery
15 7 (1.63%) Power BI
16 6 (1.40%) Apache Hive
16 6 (1.40%) RDBMS
Development Applications
1 61 (14.22%) Git (software)
2 50 (11.66%) GitLab
3 47 (10.96%) Jenkins
4 23 (5.36%) JIRA
5 19 (4.43%) Cypress.io
6 17 (3.96%) Gradle
7 16 (3.73%) Cucumber
8 13 (3.03%) Selenium
9 12 (2.80%) JUnit
9 12 (2.80%) Locust
10 11 (2.56%) CircleCI
11 8 (1.86%) Bitbucket
11 8 (1.86%) git-flow
11 8 (1.86%) Oracle APEX
12 7 (1.63%) Atlassian Bamboo
13 6 (1.40%) SonarQube
13 6 (1.40%) webpack
14 5 (1.17%) Babel
15 4 (0.93%) Artifactory
15 4 (0.93%) Postman
General
1 45 (10.49%) Social Skills
2 38 (8.86%) Finance
3 33 (7.69%) Analytical Skills
4 24 (5.59%) Public Sector
5 10 (2.33%) Law
6 9 (2.10%) Retail
7 7 (1.63%) Banking
7 7 (1.63%) Telecoms
8 4 (0.93%) Legal
9 3 (0.70%) Financial Institution
9 3 (0.70%) Publishing
10 2 (0.47%) Documentation Skills
10 2 (0.47%) Inclusion and Diversity
10 2 (0.47%) Influencing Skills
10 2 (0.47%) Marketing
10 2 (0.47%) Organisational Skills
11 1 (0.23%) Billing
11 1 (0.23%) Retail Banking
11 1 (0.23%) Tech for Good
Job Titles
1 164 (38.23%) Developer
2 112 (26.11%) AWS Engineer
3 69 (16.08%) Software Engineer
4 42 (9.79%) DevOps Engineer
4 42 (9.79%) Java Developer
5 41 (9.56%) AWS Developer
5 41 (9.56%) AWS Software Engineer
6 31 (7.23%) Full Stack Developer
7 30 (6.99%) Architect
8 29 (6.76%) Senior Developer
9 28 (6.53%) AWS DevOps
10 24 (5.59%) AWS DevOps Engineer
11 16 (3.73%) .NET Developer
11 16 (3.73%) Cloud Engineer
12 15 (3.50%) Platform Engineer
12 15 (3.50%) Python Developer
13 14 (3.26%) JavaScript Developer
13 14 (3.26%) Senior Software Engineer
13 14 (3.26%) Server Engineer
13 14 (3.26%) Serverless Engineer
Libraries, Frameworks & Software Standards
1 131 (30.54%) React
2 128 (29.84%) Node.js
3 101 (23.54%) Kafka
4 67 (15.62%) .NET
5 50 (11.66%) REST
6 37 (8.62%) GraphQL
7 34 (7.93%) Spring
8 27 (6.29%) ADO
8 27 (6.29%) HTML
9 26 (6.06%) JSON
10 25 (5.83%) AngularJS
10 25 (5.83%) Jest
11 23 (5.36%) CSS
11 23 (5.36%) RESTful
12 21 (4.90%) .NET Core
13 19 (4.43%) Serverless Framework
14 17 (3.96%) Elastic Stack
14 17 (3.96%) Lambda Expressions
14 17 (3.96%) Spring Boot
15 12 (2.80%) RabbitMQ
Miscellaneous
1 48 (11.19%) Cloud Native
2 19 (4.43%) iPad
3 18 (4.20%) Algorithms
4 16 (3.73%) Data Structures
5 14 (3.26%) Mobile App
6 10 (2.33%) NHS
6 10 (2.33%) Public Cloud
7 9 (2.10%) Greenfield Project
8 7 (1.63%) Virtual Team
9 6 (1.40%) Enterprise Software
9 6 (1.40%) Legacy Systems
9 6 (1.40%) Robotics
9 6 (1.40%) Self-Motivation
9 6 (1.40%) Video on Demand
10 5 (1.17%) Animation
11 4 (0.93%) Sports Betting
12 3 (0.70%) BBC
12 3 (0.70%) Legacy Code
12 3 (0.70%) Replication
12 3 (0.70%) User Experience
Operating Systems
1 46 (10.72%) Linux
2 19 (4.43%) Windows
3 7 (1.63%) Unix
4 5 (1.17%) CentOS
5 3 (0.70%) Red Hat Enterprise Linux
5 3 (0.70%) Ubuntu
6 2 (0.47%) Alpine Linux
6 2 (0.47%) Amazon Linux
6 2 (0.47%) Windows 10
7 1 (0.23%) Android
Processes & Methodologies
1 192 (44.76%) DevOps
2 156 (36.36%) Microservices
3 146 (34.03%) CI/CD
4 131 (30.54%) Agile
5 122 (28.44%) Software Engineering
6 101 (23.54%) Full Stack Development
7 76 (17.72%) Event-Driven
8 67 (15.62%) Test Automation
9 62 (14.45%) TDD
10 52 (12.12%) Continuous Integration
11 47 (10.96%) Infrastructure as Code
12 43 (10.02%) Scrum
13 39 (9.09%) E-Commerce
14 33 (7.69%) BDD
15 32 (7.46%) Continuous Delivery
16 31 (7.23%) Problem-Solving
17 30 (6.99%) Site Reliability Engineering
18 28 (6.53%) Performance Testing
19 27 (6.29%) OO
19 27 (6.29%) Open Source
Programming Languages
1 111 (25.87%) Python
2 110 (25.64%) JavaScript
3 103 (24.01%) Java
4 87 (20.28%) TypeScript
5 69 (16.08%) SQL
6 36 (8.39%) Go
7 32 (7.46%) C#
8 27 (6.29%) Ruby
9 24 (5.59%) Bash
10 21 (4.90%) PowerShell
11 15 (3.50%) Scala
12 12 (2.80%) Shell Script
13 10 (2.33%) PL/SQL
14 9 (2.10%) PHP
15 6 (1.40%) Perl
16 5 (1.17%) ES6
17 3 (0.70%) C++
17 3 (0.70%) Groovy
18 2 (0.47%) C
18 2 (0.47%) VB.NET
Qualifications
1 26 (6.06%) AWS Certification
2 20 (4.66%) Security Cleared
3 18 (4.20%) SC Cleared
4 10 (2.33%) Degree
5 6 (1.40%) BPSS Clearance
5 6 (1.40%) Computer Science Degree
6 2 (0.47%) CCA
7 1 (0.23%) Master's Degree
Quality Assurance & Compliance
1 30 (6.99%) QA
2 6 (1.40%) GDPR
3 4 (0.93%) Data Quality
4 2 (0.47%) Accessibility
5 1 (0.23%) PCI DSS
5 1 (0.23%) PMO
System Software
1 114 (26.57%) Docker
2 7 (1.63%) Active Directory
3 4 (0.93%) VMware Infrastructure
Systems Management
1 122 (28.44%) Kubernetes
1 122 (28.44%) Terraform
2 18 (4.20%) Ansible
3 9 (2.10%) Grafana
3 9 (2.10%) Kibana
3 9 (2.10%) Prometheus
4 8 (1.86%) Packer
5 6 (1.40%) Istio
5 6 (1.40%) Puppet
6 4 (0.93%) Opscode Chef
7 3 (0.70%) Argo
7 3 (0.70%) Rancher
8 2 (0.47%) Microsoft Intune
9 1 (0.23%) CA Single Sign-On
9 1 (0.23%) Failover Clustering
9 1 (0.23%) Opsgenie
9 1 (0.23%) Single Sign-On
Vendors
1 26 (6.06%) Oracle
2 13 (3.03%) IBM
3 12 (2.80%) Microsoft
4 11 (2.56%) ServiceNow
5 8 (1.86%) New Relic
5 8 (1.86%) VMware
6 7 (1.63%) Splunk
7 5 (1.17%) Databricks
7 5 (1.17%) Salesforce.com
8 4 (0.93%) Google
9 3 (0.70%) Black Duck
9 3 (0.70%) Checkmarx
9 3 (0.70%) SAP
10 2 (0.47%) Citrix
10 2 (0.47%) hybris
11 1 (0.23%) Adobe
11 1 (0.23%) AppDynamics
11 1 (0.23%) Cisco
11 1 (0.23%) Informatica
11 1 (0.23%) MKS