Period
to 25 June 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon DynamoDB over the 6 months to 25 June 2021 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
25 Jun 2021
Same period 2020 Same period 2019
Rank 286 407 568
Rank change year-on-year +121 +161 +117
Permanent jobs citing Amazon DynamoDB 1,208 540 706
As % of all permanent jobs advertised in the UK 1.14% 0.67% 0.49%
As % of the Database & Business Intelligence category 4.23% 2.48% 1.75%
Number of salaries quoted 637 449 537
10th Percentile £46,050 £42,500 £40,000
25th Percentile £58,750 £52,500 £51,250
Median annual salary (50th Percentile) £80,000 £75,000 £67,500
Median % change year-on-year +6.67% +11.11% +12.50%
75th Percentile £97,500 £105,000 £82,500
90th Percentile £126,250 £136,250 £96,750
UK excluding London median annual salary £55,000 £55,000 £55,000

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 permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 28,567 21,733 40,357
As % of all permanent IT jobs advertised in the UK 27.05% 27.13% 27.97%
Number of salaries quoted 20,050 17,838 33,298
10th Percentile £33,750 £32,500 £31,250
25th Percentile £41,617 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,000
Median % change year-on-year - +5.77% +4.00%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £90,000 £90,000 £85,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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
Salary Trend

3-month moving average salary quoted in jobs citing Amazon DynamoDB.

Salary trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Salary Histogram

Salary distribution for jobs citing Amazon DynamoDB over the 6 months to 25 June 2021.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon DynamoDB within the UK over the 6 months to 25 June 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +115 1,111 £80,000 +6.67% 151
London +137 828 £85,000 - 76
Work from Home +22 371 £80,000 +23.08% 48
UK excluding London -5 306 £55,000 - 80
North of England -46 90 £60,000 +4.35% 27
South West -2 89 £53,750 +7.50% 12
South East -13 55 £57,500 -20.69% 12
Yorkshire -23 47 £55,000 +10.00% 6
North West -52 35 £62,500 - 18
Midlands -51 23 £65,000 +30.00% 13
Northern Ireland -17 19 £80,000 - 1
Scotland -50 17 £47,000 +4.44% 8
East Midlands -20 14 £65,000 -27.78% 9
East of England -18 12 £57,500 +91.67% 8
West Midlands -66 9 £70,000 +55.56% 4
North East -9 8 £61,250 +88.46% 3
Wales -8 1 £45,000 -5.26%

For the 6 months to 25 June 2021, IT 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 permanent job ads with a requirement for Amazon DynamoDB.

1 1,168 (96.69%) AWS
2 670 (55.46%) Serverless
3 631 (52.24%) Agile Software Development
4 589 (48.76%) Software Engineering
5 561 (46.44%) AWS Lambda
6 519 (42.96%) Docker
7 508 (42.05%) Microservices
8 482 (39.90%) JavaScript
9 463 (38.33%) Python
10 434 (35.93%) Terraform
11 419 (34.69%) Amazon S3
12 411 (34.02%) Java
13 410 (33.94%) Kubernetes
14 398 (32.95%) PostgreSQL
14 398 (32.95%) Node.js
15 371 (30.71%) TypeScript
16 369 (30.55%) React
16 369 (30.55%) Web Services
17 362 (29.97%) Finance
18 355 (29.39%) DevOps
19 306 (25.33%) Amazon SQS
20 292 (24.17%) MySQL
21 281 (23.26%) SQL
21 281 (23.26%) NoSQL
22 279 (23.10%) Amazon RDS
23 244 (20.20%) Jenkins
24 237 (19.62%) Amazon EC2
25 236 (19.54%) GCP
26 227 (18.79%) AngularJS
27 214 (17.72%) Social Skills

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
1 125 (10.35%) Elasticsearch
2 81 (6.71%) Apache
3 72 (5.96%) Apache Spark
4 24 (1.99%) Cloud Foundry
5 23 (1.90%) Apache Airflow
6 20 (1.66%) Confluence
7 18 (1.49%) Tomcat
8 12 (0.99%) nginx
9 10 (0.83%) JBoss
9 10 (0.83%) Mule
9 10 (0.83%) Mule ESB
9 10 (0.83%) Red Hat Fuse
10 9 (0.75%) Apache Pulsar
11 7 (0.58%) Luigi
12 6 (0.50%) Traefik
13 5 (0.41%) MQSeries
14 4 (0.33%) Oracle Workflow
15 3 (0.25%) Adobe Experience Manager
15 3 (0.25%) CMS
16 2 (0.17%) Umbraco
Applications
1 4 (0.33%) Microsoft Excel
2 3 (0.25%) Adobe Premiere
2 3 (0.25%) Final Cut Pro
3 1 (0.083%) Revit
Business Applications
1 6 (0.50%) Summit
2 5 (0.41%) Payment Gateway
Cloud Services
1 1,168 (96.69%) AWS
2 670 (55.46%) Serverless
3 561 (46.44%) AWS Lambda
4 419 (34.69%) Amazon S3
5 306 (25.33%) Amazon SQS
6 237 (19.62%) Amazon EC2
7 236 (19.54%) GCP
8 204 (16.89%) Azure
9 179 (14.82%) Amazon Kinesis
10 160 (13.25%) AWS CloudFormation
11 150 (12.42%) AWS Step Functions
12 106 (8.77%) SaaS
13 94 (7.78%) GitHub
14 93 (7.70%) Amazon CloudWatch
15 85 (7.04%) Amazon ECS
16 84 (6.95%) CloudFront
17 60 (4.97%) Amazon EKS
18 58 (4.80%) AWS Fargate
19 50 (4.14%) Amazon Cognito
20 43 (3.56%) Virtual Private Cloud
Communications & Networking
1 27 (2.24%) HTTP
2 14 (1.16%) Internet
2 14 (1.16%) VPN
3 13 (1.08%) DNS
4 12 (0.99%) Firewall
5 8 (0.66%) Broadband
6 5 (0.41%) SMS
7 3 (0.25%) SAN
8 2 (0.17%) AMQP
8 2 (0.17%) Cisco IPT
8 2 (0.17%) DHCP
8 2 (0.17%) MQTT
8 2 (0.17%) WebEx
9 1 (0.083%) RTP
9 1 (0.083%) SSH
9 1 (0.083%) tcpdump
9 1 (0.083%) Wireshark
Database & Business Intelligence
1 398 (32.95%) PostgreSQL
2 292 (24.17%) MySQL
3 281 (23.26%) NoSQL
4 279 (23.10%) Amazon RDS
5 206 (17.05%) MongoDB
6 162 (13.41%) SQL Server
7 141 (11.67%) Relational Database
8 83 (6.87%) Redis
9 81 (6.71%) Amazon Redshift
10 65 (5.38%) Big Data
11 59 (4.88%) Amazon Aurora
12 57 (4.72%) Apache Ignite
13 39 (3.23%) Apache Cassandra
13 39 (3.23%) BigQuery
14 34 (2.81%) Hadoop
15 32 (2.65%) RDBMS
16 29 (2.40%) MariaDB
17 28 (2.32%) Amazon Athena
17 28 (2.32%) HBase
18 21 (1.74%) Data Warehouse
Development Applications
1 244 (20.20%) Jenkins
2 146 (12.09%) Git (software)
3 76 (6.29%) JIRA
4 73 (6.04%) GitLab
5 51 (4.22%) TeamCity
6 42 (3.48%) Atlassian Bamboo
6 42 (3.48%) CircleCI
7 35 (2.90%) Cypress.io
8 33 (2.73%) Selenium
9 29 (2.40%) SonarQube
10 28 (2.32%) Postman
11 26 (2.15%) Octopus Deploy
12 21 (1.74%) JUnit
12 21 (1.74%) webpack
13 20 (1.66%) Maven
14 19 (1.57%) Babel
15 17 (1.41%) Cucumber
15 17 (1.41%) Mocha
15 17 (1.41%) PyCharm
16 16 (1.32%) SpecFlow
General
1 362 (29.97%) Finance
2 214 (17.72%) Social Skills
3 173 (14.32%) Games
4 147 (12.17%) Front Office
5 62 (5.13%) Presentation Skills
6 57 (4.72%) Retail
7 49 (4.06%) Marketing
8 35 (2.90%) Law
9 33 (2.73%) Analytical Skills
9 33 (2.73%) Banking
10 32 (2.65%) Public Sector
11 27 (2.24%) Influencing Skills
12 23 (1.90%) Advertising
13 21 (1.74%) Telecoms
14 13 (1.08%) Manufacturing
15 11 (0.91%) Billing
15 11 (0.91%) Electronics
16 10 (0.83%) Public Speaking
17 9 (0.75%) Automotive
18 7 (0.58%) Financial Institution
Job Titles
1 435 (36.01%) Developer
2 377 (31.21%) Software Engineer
3 151 (12.50%) Senior Software Engineer
4 131 (10.84%) Python Engineer
5 120 (9.93%) AWS Engineer
6 108 (8.94%) React Developer
7 98 (8.11%) JavaScript Developer
8 93 (7.70%) AWS Developer
9 90 (7.45%) Java Developer
10 88 (7.28%) Developer/Software Engineer
11 83 (6.87%) DevOps Engineer
12 81 (6.71%) Python Developer
13 71 (5.88%) Python Software Engineer
14 70 (5.79%) Full Stack Developer
15 62 (5.13%) Senior Developer
16 54 (4.47%) JavaScript Engineer
17 51 (4.22%) Architect
18 45 (3.73%) AWS DevOps
19 40 (3.31%) Angular Developer
20 39 (3.23%) Principal Engineer
Libraries, Frameworks & Software Standards
1 398 (32.95%) Node.js
2 369 (30.55%) React
2 369 (30.55%) Web Services
3 227 (18.79%) AngularJS
4 205 (16.97%) REST
5 181 (14.98%) Spring
6 172 (14.24%) Kafka
7 166 (13.74%) .NET
8 147 (12.17%) GraphQL
9 143 (11.84%) Vue.js
10 138 (11.42%) .NET Core
11 136 (11.26%) RESTful
12 127 (10.51%) Spring Boot
13 81 (6.71%) CSS
14 78 (6.46%) Material-UI
15 75 (6.21%) HTML
15 75 (6.21%) Redux
16 74 (6.13%) Lambda Expressions
17 70 (5.79%) .NET Framework
18 67 (5.55%) RabbitMQ
Miscellaneous
1 98 (8.11%) User Experience
2 75 (6.21%) Mobile App
3 58 (4.80%) Equities
3 58 (4.80%) Hedge funds
4 57 (4.72%) Derivative
4 57 (4.72%) Fixed Income
4 57 (4.72%) Foreign Exchange (FX)
5 46 (3.81%) Cloud Native
6 42 (3.48%) Greenfield Project
7 34 (2.81%) Blog
8 33 (2.73%) Self-Motivation
9 19 (1.57%) Client/Server
10 16 (1.32%) Data Structures
10 16 (1.32%) Driving Licence
11 15 (1.24%) Data Protection Act
11 15 (1.24%) NHS
12 14 (1.16%) Management Information System
13 13 (1.08%) Enterprise Software
13 13 (1.08%) Video\Live Streaming
13 13 (1.08%) Virtual Team
Operating Systems
1 113 (9.35%) Linux
2 57 (4.72%) Android
3 47 (3.89%) Unix
4 44 (3.64%) Windows
5 37 (3.06%) Apple iOS
6 11 (0.91%) Windows Server
7 3 (0.25%) Debian
7 3 (0.25%) Mesosphere
7 3 (0.25%) Red Hat Enterprise Linux
8 2 (0.17%) Mac OS X
9 1 (0.083%) VMS
Processes & Methodologies
1 631 (52.24%) Agile Software Development
2 589 (48.76%) Software Engineering
3 508 (42.05%) Microservices
4 355 (29.39%) DevOps
5 174 (14.40%) Scrum
5 174 (14.40%) TDD
6 164 (13.58%) Asset Management
7 158 (13.08%) Test Automation
8 156 (12.91%) Event-Driven Architecture
9 148 (12.25%) Continuous Delivery
10 140 (11.59%) Continuous Integration
11 130 (10.76%) Problem-Solving
12 127 (10.51%) Continuous Improvement
13 123 (10.18%) Infrastructure as Code
14 115 (9.52%) Mentoring
15 107 (8.86%) Computer Science
16 102 (8.44%) Investment Management
17 100 (8.28%) Fintech
18 96 (7.95%) Technical Leadership
19 74 (6.13%) Analytics
Programming Languages
1 482 (39.90%) JavaScript
2 463 (38.33%) Python
3 411 (34.02%) Java
4 371 (30.71%) TypeScript
5 281 (23.26%) SQL
6 213 (17.63%) C#
7 147 (12.17%) Go
8 134 (11.09%) Scala
9 97 (8.03%) Kotlin
10 65 (5.38%) Clojure
11 49 (4.06%) PowerShell
12 47 (3.89%) Java 8
13 44 (3.64%) ES6
14 38 (3.15%) Bash Shell
15 32 (2.65%) PHP
16 31 (2.57%) C++
17 23 (1.90%) Rust
18 19 (1.57%) Ruby
19 17 (1.41%) Shell Script
20 14 (1.16%) C
Qualifications
1 154 (12.75%) Degree
2 55 (4.55%) AWS Certification
3 36 (2.98%) Computer Science Degree
4 22 (1.82%) Master's Degree
5 18 (1.49%) Numerate Degree
6 9 (0.75%) SC Cleared
6 9 (0.75%) Security Cleared
7 8 (0.66%) DBS Check
8 4 (0.33%) PhD
9 3 (0.25%) CISSP
10 2 (0.17%) (ISC)2 CCSP
10 2 (0.17%) Cisco Certification
10 2 (0.17%) ISTQB
10 2 (0.17%) ISTQB Foundation Certification
11 1 (0.083%) FFIEC
11 1 (0.083%) ITIL Certification
11 1 (0.083%) MCSA
11 1 (0.083%) Microsoft Certification
Quality Assurance & Compliance
1 59 (4.88%) QA
2 28 (2.32%) GDPR
3 10 (0.83%) HIPAA
3 10 (0.83%) Sarbanes-Oxley
4 8 (0.66%) Accessibility
4 8 (0.66%) ISO/IEC 27001
5 2 (0.17%) Data Quality
5 2 (0.17%) MiFID
6 1 (0.083%) GLBA
6 1 (0.083%) NIST
6 1 (0.083%) PCI DSS
6 1 (0.083%) SEPA
6 1 (0.083%) SLA
System Software
1 519 (42.96%) Docker
2 10 (0.83%) ISA Server
3 6 (0.50%) VMware Infrastructure
4 3 (0.25%) Apache ZooKeeper
5 1 (0.083%) Active Directory
5 1 (0.083%) Virtual Machines
Systems Management
1 434 (35.93%) Terraform
2 410 (33.94%) Kubernetes
3 115 (9.52%) Ansible
4 60 (4.97%) Prometheus
5 48 (3.97%) Opscode Chef
6 40 (3.31%) Grafana
7 26 (2.15%) Istio
8 22 (1.82%) Puppet
9 16 (1.32%) Rancher
10 15 (1.24%) Mesos
11 12 (0.99%) Docker Swarm
12 10 (0.83%) Kibana
12 10 (0.83%) Rundeck
13 9 (0.75%) Consul
14 8 (0.66%) HP Quality Center
15 7 (0.58%) yum
16 6 (0.50%) Failover Clustering
17 5 (0.41%) logstash
18 3 (0.25%) Automic
18 3 (0.25%) Packer
Vendors
1 136 (11.26%) Google
2 95 (7.86%) Oracle
3 61 (5.05%) Microsoft
4 25 (2.07%) Samsung
5 23 (1.90%) Splunk
6 16 (1.32%) Spotify
7 11 (0.91%) Hortonworks
7 11 (0.91%) SAP
8 9 (0.75%) Cisco
8 9 (0.75%) Cloudera
8 9 (0.75%) Salesforce.com
8 9 (0.75%) TippingPoint
9 8 (0.66%) Solace
9 8 (0.66%) TIBCO
9 8 (0.66%) Xamarin
10 7 (0.58%) GoldenSource
11 6 (0.50%) Netlify
11 6 (0.50%) VMware
12 5 (0.41%) Instagram
12 5 (0.41%) YouTube