Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for DynamoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DynamoDB over the 6 months to 18 August 2022 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB (DDB)
UK > Work from Home
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 270 188 224
Rank change year-on-year -82 +36 +46
Permanent jobs citing DynamoDB 971 786 76
As % of all permanent jobs with a WFH option 1.30% 1.90% 0.86%
As % of the Database & Business Intelligence category 4.53% 6.18% 2.85%
Number of salaries quoted 346 488 70
10th Percentile £41,875 £43,750 £40,000
25th Percentile £53,750 £60,000 £46,563
Median annual salary (50th Percentile) £75,000 £85,000 £65,000
Median % change year-on-year -11.76% +30.77% -
75th Percentile £85,000 £115,000 £80,000
90th Percentile £95,000 £135,000 £87,500
UK median annual salary £80,000 £85,000 £75,000
% change year-on-year -5.88% +13.33% +7.14%

DynamoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 21,420 12,722 2,666
As % of all permanent jobs with a WFH option 28.77% 30.79% 30.22%
Number of salaries quoted 10,896 9,244 2,293
10th Percentile £37,500 £33,750 £35,000
25th Percentile £45,342 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £73,750 £71,250
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +7.84%

DynamoDB
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing DynamoDB as a proportion of all IT jobs advertised.

DynamoDB trend for jobs with a WFH option

DynamoDB
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing DynamoDB.

DynamoDB salary trend for jobs with a WFH option

DynamoDB
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing DynamoDB over the 6 months to 18 August 2022.

DynamoDB salary histogram for jobs with a WFH option

For the 6 months to 18 August 2022, DynamoDB job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for DynamoDB.

1 936 (96.40%) AWS
2 676 (69.62%) Serverless
3 651 (67.04%) AWS Lambda
4 470 (48.40%) Docker
5 464 (47.79%) Software Engineering
6 406 (41.81%) Agile
7 394 (40.58%) CI/CD
8 383 (39.44%) Amazon S3
9 374 (38.52%) Microservices
10 369 (38.00%) DevOps
11 364 (37.49%) Amazon SQS
12 333 (34.29%) Node.js
12 333 (34.29%) JavaScript
13 328 (33.78%) TypeScript
14 327 (33.68%) React
15 325 (33.47%) MySQL
15 325 (33.47%) Java
16 324 (33.37%) Python
17 293 (30.18%) Terraform
18 252 (25.95%) Full Stack Development
19 249 (25.64%) PostgreSQL
20 239 (24.61%) Amazon RDS
21 228 (23.48%) Amazon EC2
22 224 (23.07%) SQL
23 206 (21.22%) Finance
24 199 (20.49%) GCP
25 193 (19.88%) SaaS
25 193 (19.88%) REST
26 192 (19.77%) AWS Fargate
27 188 (19.36%) AWS CloudFormation

DynamoDB
Co-occurring IT Skills with a WFH Option 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 43 (4.43%) Confluence
2 38 (3.91%) Apache Spark
3 27 (2.78%) CMS
4 25 (2.57%) Apache
5 20 (2.06%) Tomcat
6 18 (1.85%) Cloud Foundry
7 14 (1.44%) Jupyter
8 8 (0.82%) Apache Airflow
9 4 (0.41%) nginx
9 4 (0.41%) WordPress
10 2 (0.21%) Ethereum
10 2 (0.21%) Geth
11 1 (0.10%) SAS
11 1 (0.10%) Strapi
Applications
1 5 (0.51%) Photoshop
1 5 (0.51%) Sketch
2 1 (0.10%) Microsoft Excel
Business Applications
1 13 (1.34%) Payment Gateway
2 3 (0.31%) Dynamics CRM
2 3 (0.31%) NetSuite
3 1 (0.10%) Salesforce.com CRM
Cloud Services
1 936 (96.40%) AWS
2 676 (69.62%) Serverless
3 651 (67.04%) AWS Lambda
4 383 (39.44%) Amazon S3
5 364 (37.49%) Amazon SQS
6 228 (23.48%) Amazon EC2
7 199 (20.49%) GCP
8 193 (19.88%) SaaS
9 192 (19.77%) AWS Fargate
10 188 (19.36%) AWS CloudFormation
11 177 (18.23%) GitHub
12 126 (12.98%) Amazon Kinesis
13 97 (9.99%) Amazon CloudWatch
14 93 (9.58%) Amazon ECS
15 92 (9.47%) CloudFront
16 83 (8.55%) Azure
17 75 (7.72%) Cloudflare
18 59 (6.08%) GitHub Actions
19 58 (5.97%) Paddle
20 56 (5.77%) Amazon Cognito
Communications & Networking
1 30 (3.09%) Internet
2 18 (1.85%) DNS
3 13 (1.34%) SMS
4 12 (1.24%) HTTP
4 12 (1.24%) HTTPS
5 7 (0.72%) Broadband
6 2 (0.21%) Firewall
6 2 (0.21%) IPFS
6 2 (0.21%) tcpdump
6 2 (0.21%) VPN
6 2 (0.21%) Wi-Fi
6 2 (0.21%) Wireshark
7 1 (0.10%) DVB
7 1 (0.10%) SD-WAN
7 1 (0.10%) WAN
Database & Business Intelligence
1 325 (33.47%) MySQL
2 249 (25.64%) PostgreSQL
3 239 (24.61%) Amazon RDS
4 176 (18.13%) MongoDB
5 139 (14.32%) NoSQL
6 127 (13.08%) Elasticsearch
7 109 (11.23%) Redis
8 108 (11.12%) Relational Database
9 82 (8.44%) Amazon Redshift
10 74 (7.62%) Data Lake
11 69 (7.11%) Data Warehouse
12 61 (6.28%) BigQuery
13 54 (5.56%) Big Data
14 52 (5.36%) Amazon Aurora
15 40 (4.12%) SQL Server
16 38 (3.91%) Amazon Athena
17 32 (3.30%) MariaDB
18 26 (2.68%) Power BI
19 25 (2.57%) Apache Cassandra
20 18 (1.85%) Amazon QuickSight
Development Applications
1 144 (14.83%) Git (software)
2 103 (10.61%) Jenkins
3 77 (7.93%) Cypress.io
4 70 (7.21%) GitLab
5 53 (5.46%) JIRA
6 33 (3.40%) Maven
7 30 (3.09%) Bitbucket
8 28 (2.88%) Selenium
9 24 (2.47%) JUnit
10 22 (2.27%) Atlassian Bamboo
10 22 (2.27%) Cucumber
10 22 (2.27%) Postman
11 19 (1.96%) Mocha
12 14 (1.44%) Subversion
13 12 (1.24%) SpecFlow
14 11 (1.13%) Babel
14 11 (1.13%) webpack
15 10 (1.03%) Mercurial
15 10 (1.03%) SonarQube
15 10 (1.03%) Storybook
General
1 206 (21.22%) Finance
2 111 (11.43%) Social Skills
3 101 (10.40%) Analytical Skills
4 91 (9.37%) Retail
5 79 (8.14%) Advertising
6 63 (6.49%) Marketing
7 37 (3.81%) Publishing
8 36 (3.71%) Games
8 36 (3.71%) Inclusion and Diversity
9 30 (3.09%) Public Sector
10 24 (2.47%) Banking
11 22 (2.27%) Organisational Skills
12 17 (1.75%) Manufacturing
13 16 (1.65%) Telecoms
14 10 (1.03%) Electronics
15 8 (0.82%) Legal
16 7 (0.72%) Automotive
16 7 (0.72%) Billing
16 7 (0.72%) Czech Language
16 7 (0.72%) Law
Job Titles
1 326 (33.57%) Developer
2 204 (21.01%) Software Engineer
3 132 (13.59%) DevOps Engineer
4 121 (12.46%) Senior Developer
5 117 (12.05%) Senior Software Engineer
6 85 (8.75%) Site Engineer
6 85 (8.75%) Site Reliability Engineer
7 78 (8.03%) Data Engineer
8 75 (7.72%) Full Stack Developer
9 74 (7.62%) Java Developer
10 55 (5.66%) Backend Developer
11 43 (4.43%) Software Developer
12 37 (3.81%) AWS Engineer
13 31 (3.19%) Architect
13 31 (3.19%) Scala Developer
13 31 (3.19%) Senior Scala Developer
13 31 (3.19%) Senior Software Developer
14 29 (2.99%) JavaScript Developer
15 28 (2.88%) AWS Developer
15 28 (2.88%) Senior Full Stack Developer
Libraries, Frameworks & Software Standards
1 333 (34.29%) Node.js
2 327 (33.68%) React
3 193 (19.88%) REST
4 160 (16.48%) GraphQL
5 147 (15.14%) Spring
6 114 (11.74%) .NET
7 102 (10.50%) Jest
7 102 (10.50%) Kafka
8 99 (10.20%) AngularJS
9 75 (7.72%) .NET Core
10 74 (7.62%) Laravel
11 73 (7.52%) Spring Boot
12 71 (7.31%) Redux
13 68 (7.00%) CSS
14 66 (6.80%) HTML
15 58 (5.97%) gRPC
16 57 (5.87%) Next.js
17 52 (5.36%) Lambda Expressions
18 43 (4.43%) Web Services
19 41 (4.22%) Swagger
Miscellaneous
1 88 (9.06%) User Experience
2 73 (7.52%) Cloud Native
3 61 (6.28%) Legacy Systems
4 46 (4.74%) Blog
5 43 (4.43%) Virtual Team
6 37 (3.81%) Hackathon
7 36 (3.71%) Mobile App
8 34 (3.50%) Public Cloud
9 32 (3.30%) IoT
10 29 (2.99%) Self-Motivation
11 28 (2.88%) Greenfield Project
12 24 (2.47%) Data Protection Act
13 23 (2.37%) Data Structures
14 20 (2.06%) Marketing Technology
14 20 (2.06%) Video\Live Streaming
15 17 (1.75%) Blockchain
16 14 (1.44%) BBC
17 13 (1.34%) Client/Server
17 13 (1.34%) iPad
18 9 (0.93%) Social Media
Operating Systems
1 105 (10.81%) Linux
2 62 (6.39%) Android
3 56 (5.77%) Windows
4 25 (2.57%) Apple iOS
5 18 (1.85%) Ubuntu
6 15 (1.54%) Mac OS
7 7 (0.72%) Windows Vista
8 6 (0.62%) Unix
9 2 (0.21%) DC/OS
9 2 (0.21%) Windows Server
10 1 (0.10%) VMS
Processes & Methodologies
1 464 (47.79%) Software Engineering
2 406 (41.81%) Agile
3 394 (40.58%) CI/CD
4 374 (38.52%) Microservices
5 369 (38.00%) DevOps
6 252 (25.95%) Full Stack Development
7 158 (16.27%) Machine Learning
8 150 (15.45%) Coaching
9 146 (15.04%) Mentoring
10 140 (14.42%) Data Science
10 140 (14.42%) Site Reliability Engineering
11 138 (14.21%) Scrum
12 135 (13.90%) TDD
13 129 (13.29%) Analytics
14 127 (13.08%) Infrastructure as Code
15 123 (12.67%) Problem-Solving
16 117 (12.05%) Kanban
17 115 (11.84%) Event-Driven
18 109 (11.23%) Continuous Integration
19 107 (11.02%) Test Automation
Programming Languages
1 333 (34.29%) JavaScript
2 328 (33.78%) TypeScript
3 325 (33.47%) Java
4 324 (33.37%) Python
5 224 (23.07%) SQL
6 168 (17.30%) Go
7 119 (12.26%) C#
8 113 (11.64%) PHP
9 66 (6.80%) Kotlin
10 62 (6.39%) Scala
11 47 (4.84%) Clojure
12 41 (4.22%) Ruby
13 32 (3.30%) ES6
14 31 (3.19%) Lisp
15 24 (2.47%) Rust
16 21 (2.16%) PowerShell
17 20 (2.06%) Bash
18 12 (1.24%) C
19 8 (0.82%) Groovy
20 7 (0.72%) R
Qualifications
1 72 (7.42%) Degree
2 58 (5.97%) Numerate Degree
3 35 (3.60%) AWS Certification
4 20 (2.06%) Computer Science Degree
5 12 (1.24%) AWS Certified Developer
6 10 (1.03%) Microsoft Certification
7 9 (0.93%) ISTQB
8 8 (0.82%) AWS Certified Cloud Practitioner
9 7 (0.72%) MCP
10 5 (0.51%) DBS Check
11 4 (0.41%) HND
12 3 (0.31%) PMP
13 2 (0.21%) AWS Certified Solutions Architect
13 2 (0.21%) ISTQB Foundation Certification
13 2 (0.21%) SC Cleared
13 2 (0.21%) Security Cleared
14 1 (0.10%) Master's Degree
Quality Assurance & Compliance
1 95 (9.78%) QA
2 20 (2.06%) Accessibility
3 13 (1.34%) GDPR
4 12 (1.24%) Data Quality
5 7 (0.72%) SEPA
6 2 (0.21%) ISO/IEC 27001
6 2 (0.21%) PCI DSS
7 1 (0.10%) PSD2
System Software
1 470 (48.40%) Docker
2 3 (0.31%) Apache ZooKeeper
2 3 (0.31%) Firmware
3 2 (0.21%) Active Directory
4 1 (0.10%) VMware Infrastructure
Systems Management
1 293 (30.18%) Terraform
2 134 (13.80%) Kubernetes
3 124 (12.77%) Grafana
4 58 (5.97%) Ansible
5 57 (5.87%) Opscode Chef
6 34 (3.50%) Prometheus
7 29 (2.99%) Puppet
8 18 (1.85%) Consul
9 13 (1.34%) Docker Swarm
10 11 (1.13%) Kibana
11 7 (0.72%) Bugsnag
11 7 (0.72%) Istio
12 5 (0.51%) Graphite
12 5 (0.51%) Salt
13 4 (0.41%) Packer
13 4 (0.41%) ZABBIX
14 3 (0.31%) Capistrano
15 2 (0.21%) Argo
15 2 (0.21%) Single Sign-On
16 1 (0.10%) Nagios
Vendors
1 124 (12.77%) Google
2 67 (6.90%) New Relic
3 29 (2.99%) Microsoft
4 27 (2.78%) Oracle
5 20 (2.06%) IBM
6 16 (1.65%) Databricks
7 15 (1.54%) Atlassian
7 15 (1.54%) Datto
8 12 (1.24%) SAP
9 11 (1.13%) Xamarin
10 10 (1.03%) Apple
10 10 (1.03%) Cadence
10 10 (1.03%) CrowdStrike
10 10 (1.03%) Netlify
10 10 (1.03%) Okta
11 7 (0.72%) PayPal
11 7 (0.72%) Samsung
12 6 (0.62%) GoCardless
12 6 (0.62%) Plaid
13 5 (0.51%) PagerDuty