Period
to 19 October 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 19 October 2021 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 255 364 523
Rank change year-on-year +109 +159 +115
Permanent jobs citing Amazon DynamoDB 1,711 381 700
As % of all permanent jobs advertised in the UK 1.36% 0.79% 0.51%
As % of the Database & Business Intelligence category 4.88% 2.74% 1.88%
Number of salaries quoted 828 352 566
10th Percentile £50,000 £42,500 £45,000
25th Percentile £63,750 £55,000 £53,750
Median annual salary (50th Percentile) £85,000 £75,000 £70,000
Median % change year-on-year +13.33% +7.14% +12.00%
75th Percentile £112,500 £102,500 £87,500
90th Percentile £135,000 £132,500 £107,500
UK excluding London median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% +9.09%

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 35,040 13,897 37,268
As % of all permanent IT jobs advertised in the UK 27.90% 28.70% 27.34%
Number of salaries quoted 22,451 11,801 30,846
10th Percentile £35,000 £33,750 £31,250
25th Percentile £42,500 £42,000 £38,250
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £77,500 £72,500 £70,000
90th Percentile £95,000 £88,750 £86,250
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 19 October 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 19 October 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 +98 1,543 £85,000 +13.33% 150
London +89 1,168 £95,000 - 80
Work from Home +15 504 £82,500 -2.94% 42
UK excluding London -6 417 £65,000 +18.18% 76
North of England -55 111 £60,000 +26.32% 25
South East -92 109 £60,000 -7.69% 11
South West -41 71 £55,000 +10.00% 4
North West -71 53 £62,500 +13.64% 13
Yorkshire -74 48 £61,250 +49.39% 10
Midlands -84 47 £65,000 +44.44% 23
Scotland -60 32 £50,000 +11.11% 3
East Midlands -54 28 £65,000 +8.33% 10
Northern Ireland - 25 £80,000 - 1
West Midlands -111 19 £70,000 +55.56% 13
East of England -87 18 £70,000 +55.56% 5
North East -22 10 £45,000 +33.33% 2
Wales -44 5 £67,500 +22.73% 4

For the 6 months to 19 October 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 1,656 (96.79%) AWS
2 1,078 (63.00%) Serverless
3 948 (55.41%) Agile Software Development
4 938 (54.82%) Software Engineering
5 899 (52.54%) AWS Lambda
6 776 (45.35%) Docker
7 767 (44.83%) React
8 765 (44.71%) Python
9 720 (42.08%) Amazon S3
10 714 (41.73%) JavaScript
11 651 (38.05%) Node.js
12 650 (37.99%) Terraform
13 627 (36.65%) Kubernetes
14 626 (36.59%) Microservices
15 579 (33.84%) Java
15 579 (33.84%) Finance
16 576 (33.66%) Full Stack Development
17 561 (32.79%) Web Services
18 546 (31.91%) TypeScript
19 536 (31.33%) PostgreSQL
20 488 (28.52%) DevOps
21 458 (26.77%) Amazon RDS
21 458 (26.77%) Amazon SQS
22 449 (26.24%) NoSQL
23 385 (22.50%) MySQL
24 376 (21.98%) SQL
25 320 (18.70%) Amazon EC2
26 316 (18.47%) C#
27 309 (18.06%) AngularJS
28 304 (17.77%) TDD

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
1 195 (11.40%) Elasticsearch
2 155 (9.06%) Apache
3 148 (8.65%) Apache Spark
4 58 (3.39%) Confluence
5 46 (2.69%) Cloud Foundry
6 35 (2.05%) Apache Airflow
7 15 (0.88%) Jupyter
8 13 (0.76%) IBM Domino
8 13 (0.76%) nginx
9 12 (0.70%) Apache Pulsar
10 10 (0.58%) Apache Solr
11 9 (0.53%) Luigi
11 9 (0.53%) WordPress
12 8 (0.47%) MQSeries
13 6 (0.35%) Apache Pig
13 6 (0.35%) Tomcat
13 6 (0.35%) Traefik
14 4 (0.23%) CMS
14 4 (0.23%) Ethereum
15 3 (0.18%) Oracle Workflow
Applications
1 13 (0.76%) Spreadsheet
2 10 (0.58%) Adobe Premiere
2 10 (0.58%) Final Cut Pro
3 9 (0.53%) MS Visio
4 2 (0.12%) Microsoft Excel
5 1 (0.058%) Revit
Business Applications
1 11 (0.64%) Payment Gateway
2 8 (0.47%) NetSuite
3 6 (0.35%) Summit
4 4 (0.23%) Dynamics CRM
5 1 (0.058%) Magento
Cloud Services
1 1,656 (96.79%) AWS
2 1,078 (63.00%) Serverless
3 899 (52.54%) AWS Lambda
4 720 (42.08%) Amazon S3
5 458 (26.77%) Amazon SQS
6 320 (18.70%) Amazon EC2
7 293 (17.12%) GCP
8 279 (16.31%) AWS Step Functions
9 272 (15.90%) Amazon Kinesis
10 271 (15.84%) Azure
11 249 (14.55%) AWS CloudFormation
12 180 (10.52%) Amazon ECS
13 176 (10.29%) SaaS
14 155 (9.06%) GitHub
15 140 (8.18%) Amazon CloudWatch
16 120 (7.01%) CloudFront
17 118 (6.90%) Amazon EKS
18 67 (3.92%) Amazon Cognito
19 63 (3.68%) Amazon EMR
20 62 (3.62%) AWS Fargate
Communications & Networking
1 44 (2.57%) DNS
2 43 (2.51%) HTTP
3 28 (1.64%) AMQP
4 25 (1.46%) Broadband
4 25 (1.46%) Cisco IPT
5 20 (1.17%) Internet
6 19 (1.11%) VPN
7 18 (1.05%) Firewall
7 18 (1.05%) MQTT
8 16 (0.94%) WebEx
9 11 (0.64%) SMS
10 6 (0.35%) RTP
11 5 (0.29%) Intrusion Detection
12 1 (0.058%) HTTPS
12 1 (0.058%) Network Security
12 1 (0.058%) SSH
12 1 (0.058%) tcpdump
12 1 (0.058%) Wireshark
Database & Business Intelligence
1 536 (31.33%) PostgreSQL
2 458 (26.77%) Amazon RDS
3 449 (26.24%) NoSQL
4 385 (22.50%) MySQL
5 265 (15.49%) Relational Database
6 237 (13.85%) MongoDB
7 218 (12.74%) SQL Server
8 208 (12.16%) Redis
9 169 (9.88%) Big Data
10 157 (9.18%) Amazon Redshift
11 137 (8.01%) Amazon Athena
12 136 (7.95%) Amazon Aurora
13 105 (6.14%) Apache Ignite
14 97 (5.67%) Hadoop
15 65 (3.80%) Apache Cassandra
16 49 (2.86%) MariaDB
17 48 (2.81%) HBase
18 42 (2.45%) RDBMS
19 37 (2.16%) Data Lake
20 34 (1.99%) BigQuery
Development Applications
1 272 (15.90%) Jenkins
2 232 (13.56%) Git (software)
3 116 (6.78%) GitLab
4 94 (5.49%) JIRA
5 90 (5.26%) CircleCI
5 90 (5.26%) Selenium
6 76 (4.44%) Cypress.io
7 75 (4.38%) TeamCity
8 64 (3.74%) Atlassian Bamboo
9 63 (3.68%) Octopus Deploy
10 60 (3.51%) SonarQube
11 58 (3.39%) Bitbucket
12 47 (2.75%) Postman
13 43 (2.51%) webpack
14 39 (2.28%) Travis CI
15 38 (2.22%) Team Foundation Server
16 35 (2.05%) PyCharm
17 28 (1.64%) Babel
18 25 (1.46%) IBM UrbanCode
19 24 (1.40%) JMeter
General
1 579 (33.84%) Finance
2 270 (15.78%) Front Office
3 269 (15.72%) Social Skills
4 224 (13.09%) Games
5 111 (6.49%) Retail
6 106 (6.20%) Presentation Skills
7 99 (5.79%) Banking
8 78 (4.56%) Inclusion and Diversity
9 65 (3.80%) Analytical Skills
9 65 (3.80%) Law
10 61 (3.57%) Influencing Skills
11 29 (1.69%) Automotive
12 27 (1.58%) Marketing
13 23 (1.34%) Public Sector
14 16 (0.94%) Manufacturing
15 15 (0.88%) Telecoms
16 13 (0.76%) Billing
16 13 (0.76%) Legal
17 12 (0.70%) Financial Institution
18 11 (0.64%) Advertising
Job Titles
1 712 (41.61%) Developer
2 620 (36.24%) Software Engineer
3 251 (14.67%) Developer/Software Engineer
4 209 (12.22%) Senior Software Engineer
5 186 (10.87%) Python Engineer
6 181 (10.58%) React Developer
7 166 (9.70%) Python Developer
8 138 (8.07%) Senior Developer
9 137 (8.01%) AWS Engineer
10 118 (6.90%) Python Software Engineer
11 109 (6.37%) AWS Developer
12 108 (6.31%) Full Stack Developer
13 79 (4.62%) Technical Leader
14 77 (4.50%) Backend Developer
15 75 (4.38%) DevOps Engineer
16 68 (3.97%) JavaScript Developer
17 64 (3.74%) Java Developer
18 58 (3.39%) Data Engineer
19 53 (3.10%) Software Developer
20 52 (3.04%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 767 (44.83%) React
2 651 (38.05%) Node.js
3 561 (32.79%) Web Services
4 309 (18.06%) AngularJS
5 303 (17.71%) REST
6 264 (15.43%) Vue.js
7 263 (15.37%) Kafka
8 237 (13.85%) GraphQL
9 217 (12.68%) .NET
10 183 (10.70%) Spring
11 173 (10.11%) .NET Core
12 167 (9.76%) Material-UI
13 166 (9.70%) RESTful
14 144 (8.42%) Redux
15 127 (7.42%) Spring Boot
16 125 (7.31%) Jest
17 116 (6.78%) RabbitMQ
18 112 (6.55%) Django
19 98 (5.73%) CSS
20 95 (5.55%) React Native
Miscellaneous
1 154 (9.00%) User Experience
2 108 (6.31%) Mobile App
3 107 (6.25%) Derivative
4 106 (6.20%) Equities
4 106 (6.20%) Hedge funds
5 105 (6.14%) Fixed Income
5 105 (6.14%) Foreign Exchange (FX)
6 49 (2.86%) Social Media
7 44 (2.57%) Greenfield Project
8 40 (2.34%) Cloud Native
9 38 (2.22%) Blog
9 38 (2.22%) Self-Motivation
10 37 (2.16%) Video\Live Streaming
11 31 (1.81%) Data Structures
12 25 (1.46%) Video on Demand
13 24 (1.40%) Renewable Energy
14 22 (1.29%) Algorithms
14 22 (1.29%) Legacy Systems
15 21 (1.23%) Client/Server
16 20 (1.17%) Enterprise Software
Operating Systems
1 131 (7.66%) Linux
2 72 (4.21%) Windows
3 69 (4.03%) Unix
4 61 (3.57%) Android
5 52 (3.04%) Apple iOS
6 25 (1.46%) Mesosphere
7 14 (0.82%) Windows Server
8 2 (0.12%) Mac OS
9 1 (0.058%) VMS
Processes & Methodologies
1 948 (55.41%) Agile Software Development
2 938 (54.82%) Software Engineering
3 626 (36.59%) Microservices
4 576 (33.66%) Full Stack Development
5 488 (28.52%) DevOps
6 304 (17.77%) TDD
7 292 (17.07%) Asset Management
8 289 (16.89%) Event-Driven
9 263 (15.37%) Continuous Integration
9 263 (15.37%) Event-Driven Architecture
10 258 (15.08%) Test Automation
11 228 (13.33%) Mentoring
12 214 (12.51%) Scrum
13 212 (12.39%) Infrastructure as Code
14 189 (11.05%) Continuous Improvement
15 185 (10.81%) Investment Management
16 179 (10.46%) Problem-Solving
17 171 (9.99%) Technical Leadership
18 167 (9.76%) Continuous Delivery
19 156 (9.12%) Computer Science
Programming Languages
1 765 (44.71%) Python
2 714 (41.73%) JavaScript
3 579 (33.84%) Java
4 546 (31.91%) TypeScript
5 376 (21.98%) SQL
6 316 (18.47%) C#
7 234 (13.68%) Scala
8 219 (12.80%) Go
9 165 (9.64%) Kotlin
10 117 (6.84%) Clojure
11 76 (4.44%) ES6
12 63 (3.68%) Bash Shell
13 61 (3.57%) PowerShell
14 57 (3.33%) PHP
15 51 (2.98%) C++
16 46 (2.69%) Java 8
17 37 (2.16%) Ruby
18 35 (2.05%) Rust
19 17 (0.99%) C
19 17 (0.99%) Perl
Qualifications
1 261 (15.25%) Degree
2 95 (5.55%) AWS Certification
3 59 (3.45%) Computer Science Degree
4 52 (3.04%) Master's Degree
5 29 (1.69%) CISSP
6 25 (1.46%) (ISC)2 CCSP
6 25 (1.46%) Cisco Certification
7 22 (1.29%) Numerate Degree
8 15 (0.88%) CCSP
9 12 (0.70%) SC Cleared
9 12 (0.70%) Security Cleared
10 8 (0.47%) DBS Check
11 5 (0.29%) CompTIA Security+
11 5 (0.29%) GIAC
11 5 (0.29%) OSCP
12 4 (0.23%) PhD
12 4 (0.23%) SANS
13 2 (0.12%) ISTQB
13 2 (0.12%) ISTQB Foundation Certification
14 1 (0.058%) MCSA
Quality Assurance & Compliance
1 112 (6.55%) QA
2 57 (3.33%) GDPR
3 27 (1.58%) Accessibility
4 8 (0.47%) ISO/IEC 27001
5 5 (0.29%) Data Quality
6 4 (0.23%) PCI DSS
6 4 (0.23%) WCAG
7 2 (0.12%) ISO 8583
7 2 (0.12%) MiFID
7 2 (0.12%) PSD2
8 1 (0.058%) SEPA
8 1 (0.058%) SLA
System Software
1 776 (45.35%) Docker
2 17 (0.99%) ISA Server
3 12 (0.70%) Apache ZooKeeper
4 6 (0.35%) VMware Infrastructure
5 3 (0.18%) Active Directory
6 1 (0.058%) Varnish
6 1 (0.058%) Virtual Machines
Systems Management
1 650 (37.99%) Terraform
2 627 (36.65%) Kubernetes
3 152 (8.88%) Ansible
4 111 (6.49%) Opscode Chef
5 97 (5.67%) Prometheus
6 53 (3.10%) Puppet
7 51 (2.98%) Kibana
8 50 (2.92%) Istio
9 38 (2.22%) Grafana
10 37 (2.16%) logstash
11 33 (1.93%) Consul
12 25 (1.46%) Automic
13 24 (1.40%) Mesos
14 17 (0.99%) Pingdom
15 12 (0.70%) HAProxy
15 12 (0.70%) MIIS
15 12 (0.70%) Opsgenie
15 12 (0.70%) ZABBIX
16 10 (0.58%) Docker Swarm
16 10 (0.58%) yum
Vendors
1 172 (10.05%) Google
2 126 (7.36%) Oracle
3 115 (6.72%) Microsoft
4 39 (2.28%) Splunk
5 35 (2.05%) Samsung
6 32 (1.87%) New Relic
7 29 (1.69%) Databricks
8 19 (1.11%) Apple
8 19 (1.11%) Facebook
9 17 (0.99%) ServiceNow
10 16 (0.94%) Netlify
11 15 (0.88%) Spotify
12 14 (0.82%) BT
13 13 (0.76%) Informatica
14 12 (0.70%) Instagram
14 12 (0.70%) Sun
14 12 (0.70%) Twitter
14 12 (0.70%) YouTube
15 11 (0.64%) Solace
15 11 (0.64%) TIBCO