Period
to

The following table provides summary statistics for contract job vacancies with a requirement for DynamoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited DynamoDB over the 6 months to 3 July 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 (DDB)
UK
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 425 277 416
Rank change year-on-year -148 +139 +64
Contract jobs citing DynamoDB 511 643 182
As % of all contract jobs advertised in the UK 0.57% 0.97% 0.44%
As % of the Database & Business Intelligence category 2.95% 4.55% 1.96%
Number of daily rates quoted 341 525 139
10th Percentile £425 £425 £413
25th Percentile £500 £463 £438
Median daily rate (50th Percentile) £575 £525 £550
Median % change year-on-year +9.52% -4.55% +0.92%
75th Percentile £688 £613 £659
90th Percentile £775 £713 £750
UK excluding London median daily rate £558 £475 £500
% change year-on-year +17.37% -5.00% +5.26%
Number of hourly rates quoted 1 2 0
Median hourly rate £62.50 £25.07 -
Median % change year-on-year +149.35% - -
UK excluding London median hourly rate - £25.07 -

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 17,303 14,141 9,274
As % of all contract IT jobs advertised in the UK 19.45% 21.32% 22.41%
Number of daily rates quoted 12,323 9,679 6,466
10th Percentile £380 £330 £325
25th Percentile £450 £413 £406
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - +5.26%
75th Percentile £650 £600 £588
90th Percentile £750 £700 £675
UK excluding London median daily rate £500 £450 £450
% change year-on-year +11.11% - +4.65%
Number of hourly rates quoted 181 213 130
10th Percentile £14.25 £12.90 £14.09
25th Percentile £21.25 £19.25 £18.85
Median hourly rate £37.80 £26.50 £25.00
Median % change year-on-year +42.64% +6.00% -16.67%
75th Percentile £63.00 £45.00 £45.31
90th Percentile £75.00 £61.16 £61.03
UK excluding London median hourly rate £35.00 £24.90 £24.70
% change year-on-year +40.56% +0.81% -17.67%

DynamoDB
Job Vacancy Trend

Job postings citing DynamoDB as a proportion of all IT jobs advertised.

Job vacancy trend for DynamoDB in the UK

DynamoDB
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing DynamoDB.

Daily rate trend for DynamoDB in the UK

DynamoDB
Daily Rate Histogram

Daily rate distribution for jobs citing DynamoDB over the 6 months to 3 July 2022.

Daily rate histogram for DynamoDB in the UK

DynamoDB
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing DynamoDB.

Hourly rate trend for DynamoDB in the UK

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 DynamoDB within the UK over the 6 months to 3 July 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
England -138 429 £600 +14.29% 84
Work from Home -148 322 £558 +6.19% 40
London -151 280 £620 +18.10% 43
UK excluding London -39 134 £558 +17.37% 50
South East -28 39 £501 +5.37% 5
North of England -45 35 £556 +1.14% 20
Midlands -10 25 £500 +11.11% 8
West Midlands - 18 £500 - 4
Scotland -6 17 £600 +33.33% 4
North West -28 17 £569 +13.75% 12
Yorkshire -28 16 £525 -4.55% 6
South West -22 11 £620 +45.88% 4
East Midlands -2 7 £500 +11.11% 4
East of England -22 4 - - 3
Wales -17 3 £475 -9.09% 6
North East -18 2 - - 2

For the 6 months to 3 July 2022, IT contractor jobs citing 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 DynamoDB.

1 491 (96.09%) AWS
2 326 (63.80%) Serverless
3 317 (62.04%) AWS Lambda
4 203 (39.73%) DevOps
5 185 (36.20%) Agile
6 182 (35.62%) CI/CD
7 181 (35.42%) Microservices
8 152 (29.75%) Amazon S3
9 149 (29.16%) Node.js
10 147 (28.77%) AWS CloudFormation
11 145 (28.38%) Terraform
12 136 (26.61%) JavaScript
13 135 (26.42%) Amazon SQS
14 134 (26.22%) React
15 132 (25.83%) Docker
15 132 (25.83%) Software Engineering
16 131 (25.64%) Python
17 129 (25.24%) Java
18 119 (23.29%) Amazon CloudWatch
19 117 (22.90%) Kubernetes
20 113 (22.11%) Full Stack Development
21 109 (21.33%) TypeScript
22 108 (21.14%) Amazon RDS
23 106 (20.74%) Kafka
24 104 (20.35%) PostgreSQL
25 98 (19.18%) NoSQL
26 96 (18.79%) Amazon EC2
27 94 (18.40%) SQL
28 92 (18.00%) TDD
29 84 (16.44%) Test Automation

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 23 (4.50%) Confluence
2 17 (3.33%) Apache Spark
3 13 (2.54%) Apache
4 11 (2.15%) CMS
5 10 (1.96%) nginx
6 6 (1.17%) Apache Airflow
6 6 (1.17%) Apache Pulsar
7 3 (0.59%) Headless CMS
7 3 (0.59%) WebLogic
8 2 (0.39%) Apache Pig
8 2 (0.39%) Luigi
9 1 (0.20%) Cloud Foundry
9 1 (0.20%) Ethereum
9 1 (0.20%) Geth
9 1 (0.20%) Jupyter
9 1 (0.20%) Umbraco
9 1 (0.20%) uWSGI
Applications
1 4 (0.78%) Chatbot
2 3 (0.59%) Spreadsheet
3 1 (0.20%) MS Visio
Business Applications
1 4 (0.78%) Oracle Applications
2 3 (0.59%) Shopify
3 2 (0.39%) Cloudability
3 2 (0.39%) Salesforce.com CRM
4 1 (0.20%) SAP IBP
Cloud Services
1 491 (96.09%) AWS
2 326 (63.80%) Serverless
3 317 (62.04%) AWS Lambda
4 152 (29.75%) Amazon S3
5 147 (28.77%) AWS CloudFormation
6 135 (26.42%) Amazon SQS
7 119 (23.29%) Amazon CloudWatch
8 96 (18.79%) Amazon EC2
9 76 (14.87%) Amazon Kinesis
10 72 (14.09%) Azure
11 69 (13.50%) Amazon ECS
12 59 (11.55%) GitHub
13 54 (10.57%) Amazon Cognito
14 51 (9.98%) AWS Fargate
15 46 (9.00%) CloudFront
16 41 (8.02%) AWS Step Functions
17 39 (7.63%) Amazon EKS
17 39 (7.63%) AWS CloudTrail
18 37 (7.24%) Route 53
19 36 (7.05%) AWS KMS
Communications & Networking
1 12 (2.35%) VPN
2 7 (1.37%) HTTP
3 5 (0.98%) Firewall
3 5 (0.98%) TCP/IP
4 4 (0.78%) FTP
4 4 (0.78%) Network Security
4 4 (0.78%) SSH
5 2 (0.39%) tcpdump
5 2 (0.39%) Wireshark
6 1 (0.20%) CTI
6 1 (0.20%) DNS
6 1 (0.20%) HTTPS
6 1 (0.20%) Internet
6 1 (0.20%) IPFS
6 1 (0.20%) LoRaWAN
6 1 (0.20%) WAN
6 1 (0.20%) Z-Wave
Database & Business Intelligence
1 108 (21.14%) Amazon RDS
2 104 (20.35%) PostgreSQL
3 98 (19.18%) NoSQL
4 80 (15.66%) MySQL
5 65 (12.72%) MongoDB
6 59 (11.55%) Relational Database
7 50 (9.78%) Redis
8 44 (8.61%) Amazon Aurora
8 44 (8.61%) Elasticsearch
9 37 (7.24%) Amazon Redshift
10 25 (4.89%) Amazon Athena
11 19 (3.72%) Apache Cassandra
11 19 (3.72%) Big Data
12 18 (3.52%) RDBMS
12 18 (3.52%) SQL Server
13 15 (2.94%) DocumentDB
14 14 (2.74%) BigQuery
14 14 (2.74%) Hadoop
15 12 (2.35%) Data Lake
15 12 (2.35%) Data Warehouse
Development Applications
1 71 (13.89%) Git (software)
2 61 (11.94%) GitLab
3 54 (10.57%) Jenkins
4 29 (5.68%) Cypress.io
5 26 (5.09%) Gradle
6 21 (4.11%) JIRA
7 18 (3.52%) JUnit
8 16 (3.13%) Cucumber
9 13 (2.54%) CircleCI
10 12 (2.35%) Selenium
11 10 (1.96%) Atlassian Bamboo
12 9 (1.76%) Bitbucket
12 9 (1.76%) Locust
13 8 (1.57%) git-flow
13 8 (1.57%) Oracle APEX
14 6 (1.17%) Maven
14 6 (1.17%) SonarQube
15 5 (0.98%) Babel
15 5 (0.98%) Postman
15 5 (0.98%) webpack
General
1 56 (10.96%) Finance
1 56 (10.96%) Social Skills
2 31 (6.07%) Analytical Skills
3 24 (4.70%) Public Sector
4 14 (2.74%) Law
5 10 (1.96%) Retail
6 9 (1.76%) Telecoms
7 7 (1.37%) Banking
8 5 (0.98%) Legal
9 4 (0.78%) Financial Institution
10 3 (0.59%) Billing
10 3 (0.59%) Documentation Skills
10 3 (0.59%) Organisational Skills
11 2 (0.39%) Advertising
11 2 (0.39%) Inclusion and Diversity
11 2 (0.39%) Influencing Skills
11 2 (0.39%) Marketing
11 2 (0.39%) Retail Banking
12 1 (0.20%) Music Industry
12 1 (0.20%) Publishing
Job Titles
1 205 (40.12%) Developer
2 118 (23.09%) AWS Engineer
3 72 (14.09%) Software Engineer
4 57 (11.15%) AWS Developer
5 52 (10.18%) Architect
6 47 (9.20%) Java Developer
7 41 (8.02%) Full Stack Developer
8 38 (7.44%) AWS Software Engineer
8 38 (7.44%) DevOps Engineer
9 34 (6.65%) Senior Developer
10 28 (5.48%) AWS DevOps
11 23 (4.50%) Solutions Architect
12 22 (4.31%) Python Developer
13 21 (4.11%) Server Engineer
13 21 (4.11%) Serverless Engineer
14 20 (3.91%) AWS DevOps Engineer
15 19 (3.72%) Backend Developer
16 18 (3.52%) AWS Architect
17 17 (3.33%) Cloud Engineer
17 17 (3.33%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 149 (29.16%) Node.js
2 134 (26.22%) React
3 106 (20.74%) Kafka
4 82 (16.05%) REST
5 65 (12.72%) .NET
6 54 (10.57%) Spring
7 51 (9.98%) GraphQL
8 42 (8.22%) HTML
9 38 (7.44%) JSON
9 38 (7.44%) RESTful
10 37 (7.24%) CSS
11 36 (7.05%) Spring Boot
12 33 (6.46%) AngularJS
13 28 (5.48%) .NET Core
13 28 (5.48%) Jest
14 27 (5.28%) Serverless Framework
15 23 (4.50%) ADO
16 19 (3.72%) JMS
17 18 (3.52%) RabbitMQ
17 18 (3.52%) Web Services
Miscellaneous
1 40 (7.83%) Cloud Native
2 26 (5.09%) iPad
3 14 (2.74%) Mobile App
4 13 (2.54%) Algorithms
4 13 (2.54%) Data Structures
5 10 (1.96%) Enterprise Software
5 10 (1.96%) NHS
6 9 (1.76%) Greenfield Project
6 9 (1.76%) Public Cloud
6 9 (1.76%) Self-Motivation
6 9 (1.76%) Virtual Team
7 8 (1.57%) Legacy Applications
8 7 (1.37%) Legacy Systems
9 6 (1.17%) Robotics
9 6 (1.17%) Video on Demand
10 5 (0.98%) Animation
10 5 (0.98%) Data Protection Act
10 5 (0.98%) User Experience
11 4 (0.78%) Legacy Code
11 4 (0.78%) Sports Betting
Operating Systems
1 51 (9.98%) Linux
2 17 (3.33%) Windows
3 7 (1.37%) Unix
4 6 (1.17%) CentOS
5 4 (0.78%) Red Hat Enterprise Linux
6 3 (0.59%) Ubuntu
7 2 (0.39%) Alpine Linux
7 2 (0.39%) Amazon Linux
7 2 (0.39%) Android
7 2 (0.39%) Apple iOS
8 1 (0.20%) Windows Server
Processes & Methodologies
1 203 (39.73%) DevOps
2 185 (36.20%) Agile
3 182 (35.62%) CI/CD
4 181 (35.42%) Microservices
5 132 (25.83%) Software Engineering
6 113 (22.11%) Full Stack Development
7 92 (18.00%) TDD
8 84 (16.44%) Test Automation
9 79 (15.46%) Event-Driven
10 65 (12.72%) Continuous Integration
11 58 (11.35%) Infrastructure as Code
12 53 (10.37%) Scrum
13 50 (9.78%) BDD
14 48 (9.39%) E-Commerce
15 43 (8.41%) Continuous Delivery
16 34 (6.65%) Problem-Solving
17 32 (6.26%) Mentoring
18 30 (5.87%) Data Modelling
19 29 (5.68%) Performance Testing
19 29 (5.68%) Unit Testing
Programming Languages
1 136 (26.61%) JavaScript
2 131 (25.64%) Python
3 129 (25.24%) Java
4 109 (21.33%) TypeScript
5 94 (18.40%) SQL
6 41 (8.02%) C#
7 38 (7.44%) Go
8 25 (4.89%) Ruby
9 22 (4.31%) Bash
10 21 (4.11%) Scala
11 17 (3.33%) PowerShell
12 11 (2.15%) PL/SQL
12 11 (2.15%) Shell Script
13 10 (1.96%) PHP
14 7 (1.37%) ES6
15 6 (1.17%) Perl
16 4 (0.78%) C++
17 2 (0.39%) Apex Code
17 2 (0.39%) C
17 2 (0.39%) Groovy
Qualifications
1 28 (5.48%) Security Cleared
2 26 (5.09%) SC Cleared
3 25 (4.89%) AWS Certification
4 6 (1.17%) Degree
5 5 (0.98%) Computer Science Degree
6 2 (0.39%) BPSS Clearance
6 2 (0.39%) CCA
Quality Assurance & Compliance
1 27 (5.28%) QA
2 7 (1.37%) GDPR
3 4 (0.78%) PMO
4 3 (0.59%) Data Quality
5 2 (0.39%) Accessibility
System Software
1 132 (25.83%) Docker
2 6 (1.17%) Active Directory
3 3 (0.59%) VMware Infrastructure
4 1 (0.20%) Virtual Machines
Systems Management
1 145 (28.38%) Terraform
2 117 (22.90%) Kubernetes
3 18 (3.52%) Ansible
4 12 (2.35%) Grafana
5 10 (1.96%) Puppet
6 9 (1.76%) Istio
6 9 (1.76%) Packer
7 8 (1.57%) Kibana
7 8 (1.57%) Prometheus
8 6 (1.17%) Argo
9 4 (0.78%) Opscode Chef
9 4 (0.78%) Rancher
10 2 (0.39%) Graphite
11 1 (0.20%) CA Single Sign-On
11 1 (0.20%) Docker Swarm
11 1 (0.20%) Fluentd
11 1 (0.20%) HAProxy
11 1 (0.20%) Nagios
11 1 (0.20%) ZABBIX
11 1 (0.20%) Zipkin
Vendors
1 35 (6.85%) Oracle
2 22 (4.31%) IBM
3 10 (1.96%) New Relic
3 10 (1.96%) VMware
4 9 (1.76%) Google
4 9 (1.76%) Microsoft
4 9 (1.76%) ServiceNow
5 5 (0.98%) Alteryx
5 5 (0.98%) Databricks
5 5 (0.98%) Snow
6 4 (0.78%) Black Duck
6 4 (0.78%) Checkmarx
6 4 (0.78%) Salesforce.com
6 4 (0.78%) SAP
6 4 (0.78%) Splunk
7 3 (0.59%) Informatica
7 3 (0.59%) Spotify
8 2 (0.39%) Atlassian
9 1 (0.20%) Adobe
9 1 (0.20%) MKS