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 4 July 2022 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB (DDB)
UK > Work from Home
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 275 194 242
Rank change year-on-year -81 +48 +56
Permanent jobs citing DynamoDB 1,077 661 60
As % of all permanent jobs with a WFH option 1.35% 1.76% 0.67%
As % of the Database & Business Intelligence category 4.52% 5.71% 2.32%
Number of salaries quoted 369 422 58
10th Percentile £42,500 £42,625 £37,500
25th Percentile £55,000 £56,250 £45,000
Median annual salary (50th Percentile) £75,000 £85,000 £65,000
Median % change year-on-year -11.76% +30.77% -
75th Percentile £85,000 £105,000 £87,500
90th Percentile £95,000 £135,000 -
UK median annual salary £80,000 £80,000 £72,500
% change year-on-year - +10.34% +7.41%

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 23,848 11,579 2,589
As % of all permanent jobs with a WFH option 29.89% 30.79% 28.98%
Number of salaries quoted 11,335 8,755 2,207
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

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 4 July 2022.

DynamoDB salary histogram for jobs with a WFH option

For the 6 months to 4 July 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 1,033 (95.91%) AWS
2 691 (64.16%) Serverless
3 664 (61.65%) AWS Lambda
4 557 (51.72%) Docker
5 529 (49.12%) Software Engineering
6 442 (41.04%) CI/CD
7 436 (40.48%) Microservices
8 413 (38.35%) Agile
9 405 (37.60%) DevOps
10 388 (36.03%) Amazon S3
11 380 (35.28%) Python
12 371 (34.45%) MySQL
12 371 (34.45%) Amazon SQS
13 367 (34.08%) Node.js
14 363 (33.70%) Java
15 361 (33.52%) React
16 350 (32.50%) JavaScript
17 346 (32.13%) TypeScript
18 339 (31.48%) Terraform
19 307 (28.51%) PostgreSQL
20 284 (26.37%) Full Stack Development
21 261 (24.23%) SQL
21 261 (24.23%) Amazon RDS
22 222 (20.61%) GCP
23 220 (20.43%) Finance
24 215 (19.96%) Amazon EC2
24 215 (19.96%) AWS CloudFormation
25 214 (19.87%) SaaS
26 206 (19.13%) AWS Fargate
27 200 (18.57%) REST

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 45 (4.18%) Confluence
2 43 (3.99%) CMS
3 36 (3.34%) Apache Spark
4 26 (2.41%) Apache
5 18 (1.67%) Cloud Foundry
6 14 (1.30%) Jupyter
7 13 (1.21%) Tomcat
8 6 (0.56%) WordPress
9 5 (0.46%) Apache Airflow
10 4 (0.37%) nginx
11 2 (0.19%) Ethereum
11 2 (0.19%) Geth
11 2 (0.19%) OpenWhisk
11 2 (0.19%) SAS
12 1 (0.093%) Strapi
Applications
1 6 (0.56%) Photoshop
1 6 (0.56%) Sketch
2 1 (0.093%) Microsoft Excel
Business Applications
1 15 (1.39%) Payment Gateway
2 3 (0.28%) NetSuite
2 3 (0.28%) Salesforce.com CRM
3 1 (0.093%) Dynamics CRM
Cloud Services
1 1,033 (95.91%) AWS
2 691 (64.16%) Serverless
3 664 (61.65%) AWS Lambda
4 388 (36.03%) Amazon S3
5 371 (34.45%) Amazon SQS
6 222 (20.61%) GCP
7 215 (19.96%) Amazon EC2
7 215 (19.96%) AWS CloudFormation
8 214 (19.87%) SaaS
9 206 (19.13%) AWS Fargate
10 174 (16.16%) GitHub
11 136 (12.63%) Amazon Kinesis
12 122 (11.33%) Amazon ECS
13 99 (9.19%) Amazon CloudWatch
14 92 (8.54%) CloudFront
15 85 (7.89%) Cloudflare
16 76 (7.06%) Azure
17 66 (6.13%) Paddle
18 64 (5.94%) GitHub Actions
19 62 (5.76%) Amazon Cognito
Communications & Networking
1 24 (2.23%) Internet
2 22 (2.04%) DNS
3 15 (1.39%) SMS
4 10 (0.93%) HTTP
5 9 (0.84%) AMQP
6 7 (0.65%) Broadband
6 7 (0.65%) HTTPS
7 5 (0.46%) SD-WAN
7 5 (0.46%) WAN
8 2 (0.19%) Firewall
8 2 (0.19%) IPFS
8 2 (0.19%) tcpdump
8 2 (0.19%) VPN
8 2 (0.19%) Wireshark
9 1 (0.093%) DVB
9 1 (0.093%) Network Security
Database & Business Intelligence
1 371 (34.45%) MySQL
2 307 (28.51%) PostgreSQL
3 261 (24.23%) Amazon RDS
4 197 (18.29%) MongoDB
5 188 (17.46%) NoSQL
6 162 (15.04%) Elasticsearch
7 142 (13.18%) Redis
8 121 (11.23%) Relational Database
9 78 (7.24%) Amazon Redshift
10 72 (6.69%) BigQuery
11 71 (6.59%) Amazon Aurora
11 71 (6.59%) Data Lake
12 67 (6.22%) Data Warehouse
13 48 (4.46%) Big Data
14 47 (4.36%) Amazon Athena
15 38 (3.53%) MariaDB
16 34 (3.16%) Apache Cassandra
17 33 (3.06%) SQL Server
18 25 (2.32%) Power BI
19 19 (1.76%) Oracle Database
Development Applications
1 169 (15.69%) Git (software)
2 125 (11.61%) Jenkins
3 81 (7.52%) GitLab
4 75 (6.96%) Cypress.io
5 66 (6.13%) JIRA
6 35 (3.25%) Bitbucket
7 29 (2.69%) Maven
8 24 (2.23%) JUnit
8 24 (2.23%) Selenium
9 23 (2.14%) CircleCI
10 21 (1.95%) Babel
10 21 (1.95%) webpack
11 20 (1.86%) Atlassian Bamboo
11 20 (1.86%) Mocha
12 19 (1.76%) Postman
13 10 (0.93%) Cucumber
13 10 (0.93%) Mercurial
13 10 (0.93%) REST Assured
13 10 (0.93%) SonarQube
13 10 (0.93%) Storybook
General
1 220 (20.43%) Finance
2 145 (13.46%) Social Skills
3 132 (12.26%) Retail
4 104 (9.66%) Analytical Skills
5 77 (7.15%) Marketing
6 74 (6.87%) Advertising
7 53 (4.92%) Games
8 45 (4.18%) Inclusion and Diversity
9 39 (3.62%) Publishing
10 33 (3.06%) Public Sector
11 29 (2.69%) Organisational Skills
12 28 (2.60%) Banking
13 20 (1.86%) Manufacturing
14 17 (1.58%) Automotive
14 17 (1.58%) Telecoms
15 13 (1.21%) Electronics
16 9 (0.84%) Aviation
16 9 (0.84%) Tech for Good
17 8 (0.74%) Law
18 7 (0.65%) Legal
Job Titles
1 351 (32.59%) Developer
2 261 (24.23%) Software Engineer
3 150 (13.93%) Senior Software Engineer
4 142 (13.18%) DevOps Engineer
5 139 (12.91%) Senior Developer
6 90 (8.36%) Java Developer
7 84 (7.80%) Site Engineer
7 84 (7.80%) Site Reliability Engineer
8 73 (6.78%) Data Engineer
9 69 (6.41%) Full Stack Developer
10 56 (5.20%) Backend Developer
11 53 (4.92%) AWS Engineer
12 46 (4.27%) Java Engineer
13 38 (3.53%) Software Developer
14 36 (3.34%) Senior Java Developer
15 35 (3.25%) .NET Developer
15 35 (3.25%) JavaScript Developer
16 31 (2.88%) AWS Developer
17 30 (2.79%) Architect
17 30 (2.79%) Python Engineer
Libraries, Frameworks & Software Standards
1 367 (34.08%) Node.js
2 361 (33.52%) React
3 200 (18.57%) REST
4 186 (17.27%) GraphQL
5 179 (16.62%) Spring
6 127 (11.79%) Kafka
7 114 (10.58%) AngularJS
8 109 (10.12%) Jest
9 106 (9.84%) .NET
10 101 (9.38%) Spring Boot
11 84 (7.80%) Laravel
12 75 (6.96%) .NET Core
13 66 (6.13%) gRPC
14 63 (5.85%) CSS
14 63 (5.85%) Redux
15 62 (5.76%) Lambda Expressions
16 60 (5.57%) Vue.js
17 58 (5.39%) Web Services
18 55 (5.11%) HTML
19 53 (4.92%) RESTful
Miscellaneous
1 98 (9.10%) User Experience
2 72 (6.69%) Cloud Native
2 72 (6.69%) Legacy Systems
3 51 (4.74%) Virtual Team
4 43 (3.99%) Blog
5 41 (3.81%) Hackathon
6 39 (3.62%) Greenfield Project
7 34 (3.16%) Self-Motivation
8 30 (2.79%) IoT
8 30 (2.79%) Mobile App
9 28 (2.60%) Marketing Technology
9 28 (2.60%) Public Cloud
9 28 (2.60%) Video\Live Streaming
10 26 (2.41%) Blockchain
10 26 (2.41%) Data Structures
11 18 (1.67%) Social Media
12 17 (1.58%) Data Protection Act
13 15 (1.39%) Client/Server
14 12 (1.11%) BBC
15 10 (0.93%) Media Streaming
Operating Systems
1 112 (10.40%) Linux
2 75 (6.96%) Android
3 60 (5.57%) Windows
4 39 (3.62%) Apple iOS
5 23 (2.14%) Ubuntu
6 20 (1.86%) Mac OS
7 7 (0.65%) Windows Vista
8 6 (0.56%) Windows Server
9 4 (0.37%) VMS
10 3 (0.28%) Unix
11 2 (0.19%) DC/OS
12 1 (0.093%) Alpine Linux
12 1 (0.093%) CentOS
Processes & Methodologies
1 529 (49.12%) Software Engineering
2 442 (41.04%) CI/CD
3 436 (40.48%) Microservices
4 413 (38.35%) Agile
5 405 (37.60%) DevOps
6 284 (26.37%) Full Stack Development
7 181 (16.81%) Machine Learning
8 165 (15.32%) Mentoring
9 156 (14.48%) Coaching
10 154 (14.30%) Site Reliability Engineering
11 153 (14.21%) Scrum
12 152 (14.11%) Data Science
13 151 (14.02%) TDD
14 145 (13.46%) Problem-Solving
15 139 (12.91%) Test Automation
16 137 (12.72%) Analytics
17 135 (12.53%) Infrastructure as Code
18 133 (12.35%) Event-Driven
19 118 (10.96%) Kanban
20 113 (10.49%) Continuous Integration
Programming Languages
1 380 (35.28%) Python
2 363 (33.70%) Java
3 350 (32.50%) JavaScript
4 346 (32.13%) TypeScript
5 261 (24.23%) SQL
6 187 (17.36%) Go
7 134 (12.44%) PHP
8 106 (9.84%) C#
9 98 (9.10%) Kotlin
10 74 (6.87%) Scala
11 48 (4.46%) Ruby
12 46 (4.27%) Clojure
13 26 (2.41%) Rust
14 25 (2.32%) Lisp
15 24 (2.23%) ES6
16 22 (2.04%) PowerShell
17 16 (1.49%) Bash
18 15 (1.39%) C
19 9 (0.84%) Groovy
20 7 (0.65%) R
Qualifications
1 89 (8.26%) Degree
2 54 (5.01%) Numerate Degree
3 24 (2.23%) AWS Certification
4 13 (1.21%) Computer Science Degree
5 7 (0.65%) DBS Check
5 7 (0.65%) MCP
6 4 (0.37%) HND
6 4 (0.37%) SC Cleared
6 4 (0.37%) Security Cleared
7 2 (0.19%) ISTQB
7 2 (0.19%) ISTQB Foundation Certification
8 1 (0.093%) Master's Degree
8 1 (0.093%) PMP
Quality Assurance & Compliance
1 97 (9.01%) QA
2 15 (1.39%) GDPR
3 14 (1.30%) SEPA
4 12 (1.11%) Data Quality
5 10 (0.93%) Accessibility
6 2 (0.19%) ISO/IEC 27001
6 2 (0.19%) PCI DSS
7 1 (0.093%) CDISC
7 1 (0.093%) HL7
7 1 (0.093%) PSD2
System Software
1 557 (51.72%) Docker
2 6 (0.56%) Active Directory
3 3 (0.28%) Apache ZooKeeper
4 1 (0.093%) Firmware
4 1 (0.093%) VMware Infrastructure
Systems Management
1 339 (31.48%) Terraform
2 195 (18.11%) Kubernetes
3 126 (11.70%) Grafana
4 91 (8.45%) Ansible
5 77 (7.15%) Opscode Chef
6 43 (3.99%) Puppet
7 34 (3.16%) Prometheus
8 32 (2.97%) Docker Swarm
9 18 (1.67%) Consul
10 11 (1.02%) Kibana
11 7 (0.65%) Bugsnag
11 7 (0.65%) Istio
11 7 (0.65%) Salt
12 4 (0.37%) ZABBIX
13 3 (0.28%) Capistrano
14 2 (0.19%) Argo
14 2 (0.19%) Packer
14 2 (0.19%) Single Sign-On
15 1 (0.093%) Nagios
Vendors
1 151 (14.02%) Google
2 70 (6.50%) New Relic
3 37 (3.44%) Oracle
4 21 (1.95%) Microsoft
5 20 (1.86%) Atlassian
5 20 (1.86%) Datto
5 20 (1.86%) IBM
6 18 (1.67%) Xamarin
7 16 (1.49%) Databricks
8 15 (1.39%) SAP
9 14 (1.30%) Samsung
10 10 (0.93%) CrowdStrike
10 10 (0.93%) Netlify
10 10 (0.93%) Okta
11 7 (0.65%) Amplitude
11 7 (0.65%) PayPal
12 6 (0.56%) Adobe
12 6 (0.56%) GoCardless
12 6 (0.56%) Plaid
12 6 (0.56%) VMware