Period
to

The following table provides summary statistics for permanent job vacancies with 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 1 July 2022 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB (DDB)
UK
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 321 291 419
Rank change year-on-year -30 +128 +156
Permanent jobs citing DynamoDB 2,071 1,247 523
As % of all permanent jobs advertised in the UK 1.15% 1.17% 0.66%
As % of the Database & Business Intelligence category 4.15% 4.22% 2.44%
Number of salaries quoted 571 655 438
10th Percentile £42,500 £45,750 £42,500
25th Percentile £61,250 £58,750 £52,500
Median annual salary (50th Percentile) £80,000 £80,000 £75,000
Median % change year-on-year - +6.67% +11.11%
75th Percentile £90,000 £100,000 £102,500
90th Percentile £105,000 £126,250 £133,250
UK excluding London median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - -

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 49,874 29,569 21,435
As % of all permanent IT jobs advertised in the UK 27.77% 27.67% 27.16%
Number of salaries quoted 21,275 20,456 17,599
10th Percentile £36,250 £33,750 £32,500
25th Percentile £45,000 £42,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +8.91%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £95,000 £90,000 £88,750
UK excluding London median annual salary £52,500 £48,000 £47,500
% change year-on-year +9.38% +1.05% +5.56%

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
Salary Trend

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

Salary trend for DynamoDB in the UK

DynamoDB
Salary Histogram

Salary distribution for jobs citing DynamoDB over the 6 months to 1 July 2022.

Salary histogram for DynamoDB in the UK

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 DynamoDB within the UK over the 6 months to 1 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -59 1,583 £80,000 - 85
London -80 1,197 £85,000 - 42
Work from Home -71 1,041 £75,000 -11.76% 37
UK excluding London -54 413 £62,500 +13.64% 52
South East -9 132 £77,500 +34.78% 8
North of England -88 98 £62,500 +4.17% 19
Midlands -17 69 £60,000 -7.69% 7
South West -63 63 £51,250 -6.82% 6
Yorkshire -42 61 £77,500 +40.91% 6
East Midlands -17 37 £59,250 -8.85% 4
Scotland -46 33 £55,000 +17.02% 3
West Midlands -35 32 £70,000 - 3
North West -86 30 £55,000 -12.00% 11
East of England -81 14 £62,500 +8.70% 3
North East -20 7 £50,000 +11.11% 2
Wales -24 3 £67,500 +50.00% 6
Northern Ireland -35 2 £61,000 -23.75%

For the 6 months to 1 July 2022, IT 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 permanent job ads with a requirement for DynamoDB.

1 1,973 (95.27%) AWS
2 1,329 (64.17%) Serverless
3 1,166 (56.30%) AWS Lambda
4 1,047 (50.56%) Agile
5 1,027 (49.59%) Docker
6 949 (45.82%) Software Engineering
7 889 (42.93%) CI/CD
8 870 (42.01%) Microservices
9 869 (41.96%) DevOps
10 855 (41.28%) Python
11 805 (38.87%) React
12 761 (36.75%) Java
13 741 (35.78%) JavaScript
14 723 (34.91%) Node.js
15 701 (33.85%) Amazon S3
16 666 (32.16%) MySQL
17 655 (31.63%) Terraform
18 647 (31.24%) TypeScript
19 626 (30.23%) SQL
20 611 (29.50%) PostgreSQL
21 583 (28.15%) GCP
22 561 (27.09%) Full Stack Development
23 549 (26.51%) NoSQL
24 532 (25.69%) Kubernetes
25 529 (25.54%) Amazon SQS
26 500 (24.14%) REST
27 461 (22.26%) Finance
28 447 (21.58%) Amazon RDS
29 433 (20.91%) Azure
30 420 (20.28%) AWS CloudFormation

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
1 167 (8.06%) Apache Spark
2 123 (5.94%) Confluence
3 83 (4.01%) Apache Airflow
4 58 (2.80%) Apache
5 44 (2.12%) Apache Pulsar
6 42 (2.03%) CMS
7 31 (1.50%) Cloud Foundry
8 25 (1.21%) Jupyter
8 25 (1.21%) SAS
9 18 (0.87%) Tomcat
10 14 (0.68%) Luigi
11 12 (0.58%) Apache Solr
12 9 (0.43%) nginx
13 6 (0.29%) WordPress
14 4 (0.19%) OpenWhisk
15 3 (0.14%) Adobe Experience Manager
15 3 (0.14%) Traefik
16 2 (0.097%) Ethereum
16 2 (0.097%) Geth
16 2 (0.097%) IIS
Applications
1 20 (0.97%) MS Visio
2 13 (0.63%) Photoshop
2 13 (0.63%) Sketch
3 12 (0.58%) Microsoft PowerPoint
Business Applications
1 14 (0.68%) Payment Gateway
2 7 (0.34%) Dynamics CRM
3 3 (0.14%) NetSuite
3 3 (0.14%) Salesforce.com CRM
4 1 (0.048%) Shopify
Cloud Services
1 1,973 (95.27%) AWS
2 1,329 (64.17%) Serverless
3 1,166 (56.30%) AWS Lambda
4 701 (33.85%) Amazon S3
5 583 (28.15%) GCP
6 529 (25.54%) Amazon SQS
7 433 (20.91%) Azure
8 420 (20.28%) AWS CloudFormation
9 387 (18.69%) Amazon Kinesis
10 335 (16.18%) Amazon ECS
11 307 (14.82%) Amazon EC2
12 275 (13.28%) SaaS
13 268 (12.94%) GitHub
14 259 (12.51%) Amazon CloudWatch
15 247 (11.93%) AWS Fargate
16 178 (8.59%) CloudFront
17 140 (6.76%) Slack
18 130 (6.28%) Amazon Cognito
19 110 (5.31%) AWS Step Functions
20 108 (5.21%) Datadog
Communications & Networking
1 65 (3.14%) HTTP
2 40 (1.93%) Internet
3 35 (1.69%) DNS
4 28 (1.35%) MQTT
5 26 (1.26%) WebEx
6 16 (0.77%) Broadband
7 14 (0.68%) SMS
8 11 (0.53%) VPN
9 10 (0.48%) HTTPS
10 9 (0.43%) AMQP
10 9 (0.43%) RTSP
11 7 (0.34%) Firewall
12 5 (0.24%) SD-WAN
12 5 (0.24%) WAN
13 3 (0.14%) Intelligent Network
14 2 (0.097%) IPFS
14 2 (0.097%) tcpdump
14 2 (0.097%) Wireshark
15 1 (0.048%) DVB
15 1 (0.048%) Network Security
Database & Business Intelligence
1 666 (32.16%) MySQL
2 611 (29.50%) PostgreSQL
3 549 (26.51%) NoSQL
4 447 (21.58%) Amazon RDS
5 377 (18.20%) MongoDB
6 341 (16.47%) Elasticsearch
7 326 (15.74%) Relational Database
8 264 (12.75%) Redis
9 230 (11.11%) Amazon Athena
10 209 (10.09%) Amazon Aurora
11 164 (7.92%) SQL Server
12 149 (7.19%) Big Data
13 141 (6.81%) Apache Cassandra
14 121 (5.84%) Amazon Redshift
15 110 (5.31%) Data Warehouse
16 106 (5.12%) Data Lake
17 100 (4.83%) BigQuery
18 74 (3.57%) Bigtable
19 73 (3.52%) Hadoop
20 66 (3.19%) RDBMS
Development Applications
1 379 (18.30%) Jenkins
2 359 (17.33%) Git (software)
3 166 (8.02%) JIRA
4 155 (7.48%) Cypress.io
5 132 (6.37%) Octopus Deploy
6 130 (6.28%) GitLab
7 113 (5.46%) TeamCity
8 104 (5.02%) Team Foundation Server
9 96 (4.64%) Bitbucket
10 91 (4.39%) webpack
11 89 (4.30%) Selenium
12 81 (3.91%) Travis CI
13 76 (3.67%) IBM UrbanCode
14 68 (3.28%) Postman
15 60 (2.90%) Storybook
16 56 (2.70%) CircleCI
16 56 (2.70%) Cucumber
17 55 (2.66%) JUnit
18 48 (2.32%) Maven
19 45 (2.17%) Babel
General
1 461 (22.26%) Finance
2 327 (15.79%) Social Skills
3 160 (7.73%) Games
4 156 (7.53%) Retail
5 140 (6.76%) Analytical Skills
6 102 (4.93%) Marketing
7 100 (4.83%) Public Sector
8 88 (4.25%) Advertising
9 79 (3.81%) Inclusion and Diversity
10 68 (3.28%) Banking
11 65 (3.14%) Legal
12 47 (2.27%) Organisational Skills
13 40 (1.93%) Law
14 39 (1.88%) Publishing
15 34 (1.64%) Manufacturing
16 24 (1.16%) Presentation Skills
16 24 (1.16%) Telecoms
16 24 (1.16%) Wearables
17 20 (0.97%) Automotive
18 18 (0.87%) Financial Institution
Job Titles
1 702 (33.90%) Developer
2 482 (23.27%) Software Engineer
3 243 (11.73%) Senior Software Engineer
4 241 (11.64%) Full Stack Developer
5 215 (10.38%) DevOps Engineer
6 165 (7.97%) Data Engineer
7 163 (7.87%) Senior Developer
8 106 (5.12%) Java Developer
9 101 (4.88%) AWS Engineer
10 95 (4.59%) Site Engineer
10 95 (4.59%) Site Reliability Engineer
11 79 (3.81%) Architect
11 79 (3.81%) Backend Developer
12 59 (2.85%) Front End Developer (Client-Side Developer)
13 56 (2.70%) Software Developer
14 55 (2.66%) Python Developer
15 53 (2.56%) .NET Developer
16 51 (2.46%) Java Engineer
17 47 (2.27%) AWS Developer
18 46 (2.22%) Technical Leader
Libraries, Frameworks & Software Standards
1 805 (38.87%) React
2 723 (34.91%) Node.js
3 500 (24.14%) REST
4 388 (18.73%) Kafka
5 357 (17.24%) Spring
6 323 (15.60%) GraphQL
7 273 (13.18%) AngularJS
8 267 (12.89%) .NET
9 223 (10.77%) Web Services
10 200 (9.66%) Jest
11 194 (9.37%) Elastic Stack
12 188 (9.08%) RESTful
13 177 (8.55%) CSS
14 169 (8.16%) HTML
15 167 (8.06%) .NET Core
16 162 (7.82%) Spring Boot
17 137 (6.62%) React Native
18 136 (6.57%) Vue.js
19 119 (5.75%) Redux
20 112 (5.41%) ASP.NET
Miscellaneous
1 221 (10.67%) Cloud Native
2 194 (9.37%) User Experience
3 149 (7.19%) Mobile App
4 104 (5.02%) Blog
5 80 (3.86%) Hackathon
6 70 (3.38%) Legacy Systems
7 64 (3.09%) Data Structures
8 57 (2.75%) Public Cloud
9 55 (2.66%) Virtual Team
10 53 (2.56%) Algorithms
11 50 (2.41%) Greenfield Project
12 44 (2.12%) Self-Motivation
13 41 (1.98%) Blockchain
13 41 (1.98%) Enterprise Software
13 41 (1.98%) PlayStation
14 38 (1.83%) Video\Live Streaming
15 34 (1.64%) Educational Technology
16 32 (1.55%) IoT
17 31 (1.50%) Animation
18 27 (1.30%) Social Media
Operating Systems
1 318 (15.35%) Linux
2 170 (8.21%) Windows
3 149 (7.19%) Android
4 98 (4.73%) Apple iOS
5 76 (3.67%) Mesosphere
6 53 (2.56%) Mac OS
7 34 (1.64%) Ubuntu
8 20 (0.97%) Unix
9 12 (0.58%) Alpine Linux
10 8 (0.39%) Windows Server
11 7 (0.34%) CentOS
11 7 (0.34%) Debian
11 7 (0.34%) Windows Vista
12 5 (0.24%) VMS
13 4 (0.19%) Amazon Linux
14 2 (0.097%) Mac OS X
15 1 (0.048%) DC/OS
15 1 (0.048%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,047 (50.56%) Agile
2 949 (45.82%) Software Engineering
3 889 (42.93%) CI/CD
4 870 (42.01%) Microservices
5 869 (41.96%) DevOps
6 561 (27.09%) Full Stack Development
7 404 (19.51%) Infrastructure as Code
8 378 (18.25%) Event-Driven
9 372 (17.96%) TDD
10 353 (17.04%) Test Automation
11 351 (16.95%) Continuous Integration
12 343 (16.56%) Analytics
13 329 (15.89%) Problem-Solving
14 277 (13.38%) Mentoring
15 273 (13.18%) Data Science
16 264 (12.75%) Machine Learning
17 249 (12.02%) Scrum
18 233 (11.25%) Event-Driven Architecture
19 219 (10.57%) OO
19 219 (10.57%) Open Source
Programming Languages
1 855 (41.28%) Python
2 761 (36.75%) Java
3 741 (35.78%) JavaScript
4 647 (31.24%) TypeScript
5 626 (30.23%) SQL
6 312 (15.07%) Go
7 275 (13.28%) C#
8 244 (11.78%) Scala
9 146 (7.05%) Kotlin
10 138 (6.66%) PHP
11 106 (5.12%) ES6
12 81 (3.91%) Bash
13 78 (3.77%) PowerShell
14 65 (3.14%) Ruby
15 47 (2.27%) C++
16 44 (2.12%) C
16 44 (2.12%) Clojure
17 38 (1.83%) Apple Swift
18 32 (1.55%) Objective-C
18 32 (1.55%) Rust
Qualifications
1 242 (11.69%) Degree
2 128 (6.18%) Computer Science Degree
3 54 (2.61%) Numerate Degree
4 41 (1.98%) AWS Certification
5 28 (1.35%) SC Cleared
5 28 (1.35%) Security Cleared
6 22 (1.06%) Master's Degree
7 7 (0.34%) DBS Check
7 7 (0.34%) MCP
8 4 (0.19%) HND
9 2 (0.097%) ISTQB
9 2 (0.097%) ISTQB Foundation Certification
9 2 (0.097%) ITIL Certification
10 1 (0.048%) PMP
Quality Assurance & Compliance
1 247 (11.93%) QA
2 38 (1.83%) GDPR
3 33 (1.59%) Data Quality
4 25 (1.21%) Accessibility
5 24 (1.16%) CDISC
5 24 (1.16%) HL7
6 13 (0.63%) SEPA
7 6 (0.29%) PCI DSS
8 5 (0.24%) SLA
9 3 (0.14%) ISO/IEC 27001
10 2 (0.097%) PMO
11 1 (0.048%) PSD2
System Software
1 1,027 (49.59%) Docker
2 41 (1.98%) Apache Flume
3 9 (0.43%) ISA Server
4 6 (0.29%) Active Directory
5 4 (0.19%) VMware Infrastructure
6 3 (0.14%) Apache ZooKeeper
7 2 (0.097%) etcd
8 1 (0.048%) Ceph
8 1 (0.048%) Firmware
8 1 (0.048%) NFS
Systems Management
1 655 (31.63%) Terraform
2 532 (25.69%) Kubernetes
3 245 (11.83%) Ansible
4 222 (10.72%) Opscode Chef
5 183 (8.84%) Grafana
6 180 (8.69%) Puppet
7 158 (7.63%) Kibana
8 140 (6.76%) Prometheus
9 128 (6.18%) logstash
10 96 (4.64%) Consul
11 76 (3.67%) Automic
12 44 (2.12%) Oozie
13 32 (1.55%) Docker Swarm
13 32 (1.55%) ZABBIX
14 28 (1.35%) HAProxy
14 28 (1.35%) MIIS
14 28 (1.35%) Opsgenie
14 28 (1.35%) Pingdom
15 25 (1.21%) yum
16 16 (0.77%) Rancher
Vendors
1 276 (13.33%) Google
2 139 (6.71%) New Relic
3 119 (5.75%) Oracle
4 117 (5.65%) Microsoft
5 102 (4.93%) Splunk
6 67 (3.24%) Xamarin
7 56 (2.70%) Atlassian
8 45 (2.17%) Cloudera
9 41 (1.98%) Salesforce.com
9 41 (1.98%) Samsung
10 38 (1.83%) Databricks
11 32 (1.55%) Dell
12 26 (1.26%) Spotify
12 26 (1.26%) Talend
13 24 (1.16%) Alteryx
13 24 (1.16%) SAP
14 20 (0.97%) Datto
14 20 (0.97%) IBM
15 19 (0.92%) Hitachi
16 13 (0.63%) Sun