Period
to

The following table provides summary statistics for permanent job vacancies advertised in England 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 11 August 2022 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB (DDB)
UK > England
6 months to
11 Aug 2022
Same period 2021 Same period 2020
Rank 345 265 409
Rank change year-on-year -80 +144 +130
Permanent jobs citing DynamoDB 1,475 1,371 399
As % of all permanent jobs advertised in England 1.04% 1.36% 0.68%
As % of the Database & Business Intelligence category 3.87% 4.83% 2.44%
Number of salaries quoted 508 669 345
10th Percentile £42,500 £47,500 £42,500
25th Percentile £61,250 £61,250 £53,750
Median annual salary (50th Percentile) £80,000 £85,000 £75,000
Median % change year-on-year -5.88% +13.33% +7.14%
75th Percentile £95,000 £115,000 £102,500
90th Percentile £106,500 £135,000 £132,500
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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 38,118 28,357 16,361
As % of all permanent IT jobs advertised in England 26.88% 28.03% 27.82%
Number of salaries quoted 18,722 19,051 13,551
10th Percentile £36,250 £35,000 £32,500
25th Percentile £45,750 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +4.76%
75th Percentile £82,500 £76,250 £72,500
90th Percentile £97,500 £92,500 £88,750
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +7.34%

DynamoDB
Job Vacancy Trend in England

Job postings citing DynamoDB as a proportion of all IT jobs advertised in England.

Job vacancy trend for DynamoDB in England

DynamoDB
Salary Trend in England

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

Salary trend for DynamoDB in England

DynamoDB
Salary Histogram in England

Salary distribution for jobs citing DynamoDB in England over the 6 months to 11 August 2022.

Salary histogram for DynamoDB in England

DynamoDB
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DynamoDB within the England region over the 6 months to 11 August 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
London -99 1,092 £85,000 -10.53% 58
North of England -36 131 £70,000 +16.67% 29
South East -22 119 £80,000 +33.33% 10
Yorkshire +3 74 £68,750 +14.58% 6
Midlands -17 62 £60,000 -7.69% 13
North West -53 51 £70,000 +14.29% 20
South West -68 48 £55,000 +2.33% 3
East Midlands +8 44 £45,000 -30.77% 8
West Midlands -45 18 £77,500 +10.71% 5
East of England -61 13 £62,500 +8.70% 5
North East -10 6 £47,500 +5.56% 3
DynamoDB
UK

For the 6 months to 11 August 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 across the England region with a requirement for DynamoDB.

1 1,390 (94.24%) AWS
2 1,003 (68.00%) Serverless
3 904 (61.29%) AWS Lambda
4 784 (53.15%) Docker
5 720 (48.81%) Agile
6 696 (47.19%) Software Engineering
7 686 (46.51%) CI/CD
8 653 (44.27%) DevOps
9 628 (42.58%) Python
10 598 (40.54%) Microservices
11 596 (40.41%) Amazon S3
12 543 (36.81%) React
13 538 (36.47%) Java
14 499 (33.83%) JavaScript
15 489 (33.15%) Terraform
16 461 (31.25%) Node.js
17 440 (29.83%) MySQL
18 433 (29.36%) GCP
19 431 (29.22%) SQL
20 398 (26.98%) Finance
20 398 (26.98%) Kubernetes
21 388 (26.31%) Full Stack Development
22 371 (25.15%) Amazon SQS
23 370 (25.08%) REST
24 359 (24.34%) NoSQL
25 355 (24.07%) Amazon Kinesis
26 354 (24.00%) TypeScript
27 353 (23.93%) AWS CloudFormation
28 349 (23.66%) PostgreSQL
29 342 (23.19%) Azure

DynamoDB
Co-occurring IT Skills in England 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
1 126 (8.54%) Apache Spark
2 83 (5.63%) Confluence
3 68 (4.61%) Apache Airflow
4 52 (3.53%) Apache
4 52 (3.53%) Apache Pulsar
5 33 (2.24%) CMS
6 31 (2.10%) Cloud Foundry
7 21 (1.42%) Tomcat
8 14 (0.95%) SAS
9 6 (0.41%) nginx
10 2 (0.14%) Ethereum
10 2 (0.14%) Geth
10 2 (0.14%) WordPress
11 1 (0.068%) Luigi
Applications
1 16 (1.08%) MS Visio
2 13 (0.88%) Photoshop
2 13 (0.88%) Sketch
3 9 (0.61%) Microsoft PowerPoint
Business Applications
1 14 (0.95%) Payment Gateway
2 8 (0.54%) Dynamics CRM
3 2 (0.14%) Salesforce.com CRM
4 1 (0.068%) Shopify
Cloud Services
1 1,390 (94.24%) AWS
2 1,003 (68.00%) Serverless
3 904 (61.29%) AWS Lambda
4 596 (40.41%) Amazon S3
5 433 (29.36%) GCP
6 371 (25.15%) Amazon SQS
7 355 (24.07%) Amazon Kinesis
8 353 (23.93%) AWS CloudFormation
9 342 (23.19%) Azure
10 267 (18.10%) Amazon ECS
11 246 (16.68%) Amazon EC2
12 244 (16.54%) Amazon CloudWatch
13 206 (13.97%) SaaS
14 182 (12.34%) GitHub
15 181 (12.27%) AWS Fargate
16 95 (6.44%) CloudFront
17 77 (5.22%) Amazon EventBridge
18 75 (5.08%) Cloudflare
19 67 (4.54%) Amazon Cognito
20 66 (4.47%) Cloud Computing
Communications & Networking
1 37 (2.51%) HTTP
2 26 (1.76%) WebEx
3 23 (1.56%) MQTT
4 18 (1.22%) DNS
5 17 (1.15%) Internet
6 14 (0.95%) SMS
7 13 (0.88%) VPN
8 7 (0.47%) Firewall
9 5 (0.34%) Broadband
10 4 (0.27%) Intelligent Network
11 2 (0.14%) IPFS
11 2 (0.14%) SD-WAN
11 2 (0.14%) tcpdump
11 2 (0.14%) WAN
11 2 (0.14%) Wi-Fi
11 2 (0.14%) Wireshark
12 1 (0.068%) CTI
12 1 (0.068%) DVB
12 1 (0.068%) TCP/IP
Database & Business Intelligence
1 440 (29.83%) MySQL
2 359 (24.34%) NoSQL
3 349 (23.66%) PostgreSQL
4 305 (20.68%) Amazon RDS
5 271 (18.37%) MongoDB
6 249 (16.88%) Amazon Athena
7 235 (15.93%) Elasticsearch
8 230 (15.59%) Relational Database
9 138 (9.36%) Redis
10 135 (9.15%) SQL Server
11 125 (8.47%) Big Data
12 102 (6.92%) Amazon Aurora
13 98 (6.64%) Data Warehouse
14 95 (6.44%) Data Lake
15 90 (6.10%) Apache Cassandra
16 88 (5.97%) Amazon Redshift
17 67 (4.54%) Hadoop
18 64 (4.34%) Bigtable
19 62 (4.20%) HBase
20 61 (4.14%) Presto
Development Applications
1 286 (19.39%) Jenkins
2 212 (14.37%) Git (software)
3 154 (10.44%) Octopus Deploy
4 136 (9.22%) Team Foundation Server
5 134 (9.08%) TeamCity
6 111 (7.53%) Travis CI
7 107 (7.25%) IBM UrbanCode
8 101 (6.85%) JIRA
9 98 (6.64%) Cypress.io
10 77 (5.22%) GitLab
11 52 (3.53%) Selenium
12 51 (3.46%) Bitbucket
13 47 (3.19%) Maven
13 47 (3.19%) webpack
14 40 (2.71%) Postman
15 37 (2.51%) Storybook
16 35 (2.37%) CircleCI
17 32 (2.17%) JMeter
18 29 (1.97%) JUnit
19 28 (1.90%) Cucumber
General
1 398 (26.98%) Finance
2 222 (15.05%) Social Skills
3 119 (8.07%) Games
4 115 (7.80%) Analytical Skills
5 90 (6.10%) Retail
6 73 (4.95%) Advertising
7 68 (4.61%) Marketing
8 56 (3.80%) Banking
9 51 (3.46%) Inclusion and Diversity
9 51 (3.46%) Public Sector
10 49 (3.32%) Legal
11 31 (2.10%) Law
11 31 (2.10%) Organisational Skills
12 30 (2.03%) Publishing
13 24 (1.63%) Wearables
14 19 (1.29%) Manufacturing
14 19 (1.29%) Telecoms
15 15 (1.02%) Automotive
15 15 (1.02%) Presentation Skills
16 12 (0.81%) Influencing Skills
Job Titles
1 501 (33.97%) Developer
2 316 (21.42%) Software Engineer
3 183 (12.41%) Full Stack Developer
4 165 (11.19%) DevOps Engineer
5 132 (8.95%) Senior Software Engineer
6 112 (7.59%) Data Engineer
7 95 (6.44%) Senior Developer
8 84 (5.69%) AWS Engineer
8 84 (5.69%) Site Engineer
8 84 (5.69%) Site Reliability Engineer
9 67 (4.54%) Software Developer
10 59 (4.00%) Java Developer
11 54 (3.66%) Architect
11 54 (3.66%) Engineering Manager
12 49 (3.32%) AWS Developer
13 48 (3.25%) .NET Developer
14 45 (3.05%) Lead Developer
15 43 (2.92%) Developer/Software Engineer
16 38 (2.58%) Backend Developer
17 37 (2.51%) Big Data Manager
Libraries, Frameworks & Software Standards
1 543 (36.81%) React
2 461 (31.25%) Node.js
3 370 (25.08%) REST
4 272 (18.44%) Kafka
5 209 (14.17%) GraphQL
6 201 (13.63%) .NET
7 189 (12.81%) Spring
8 181 (12.27%) AngularJS
9 164 (11.12%) Web Services
10 156 (10.58%) Elastic Stack
11 148 (10.03%) .NET Core
12 130 (8.81%) CSS
12 130 (8.81%) HTML
13 119 (8.07%) Jest
14 118 (8.00%) RESTful
15 90 (6.10%) Next.js
16 88 (5.97%) Spring Boot
17 83 (5.63%) ASP.NET
18 77 (5.22%) Vue.js
19 76 (5.15%) React Native
Miscellaneous
1 158 (10.71%) User Experience
2 137 (9.29%) Cloud Native
3 113 (7.66%) Blog
4 111 (7.53%) Mobile App
5 62 (4.20%) Hackathon
6 50 (3.39%) Public Cloud
7 43 (2.92%) Legacy Systems
8 42 (2.85%) Algorithms
9 41 (2.78%) PlayStation
10 37 (2.51%) Self-Motivation
11 35 (2.37%) Data Structures
12 29 (1.97%) Greenfield Project
12 29 (1.97%) Virtual Team
13 27 (1.83%) Video\Live Streaming
14 26 (1.76%) Educational Technology
15 25 (1.69%) Blockchain
15 25 (1.69%) Data Protection Act
16 24 (1.63%) Enterprise Software
17 22 (1.49%) Marketing Technology
18 20 (1.36%) IoT
Operating Systems
1 212 (14.37%) Linux
2 153 (10.37%) Windows
3 107 (7.25%) Android
3 107 (7.25%) Mesosphere
4 64 (4.34%) Apple iOS
5 16 (1.08%) Unix
6 10 (0.68%) Ubuntu
7 4 (0.27%) Alpine Linux
7 4 (0.27%) Amazon Linux
8 3 (0.20%) Mac OS
8 3 (0.20%) Mac OS X
8 3 (0.20%) Windows Server
9 2 (0.14%) DC/OS
10 1 (0.068%) CentOS
10 1 (0.068%) Red Hat Enterprise Linux
10 1 (0.068%) VMS
Processes & Methodologies
1 720 (48.81%) Agile
2 696 (47.19%) Software Engineering
3 686 (46.51%) CI/CD
4 653 (44.27%) DevOps
5 598 (40.54%) Microservices
6 388 (26.31%) Full Stack Development
7 327 (22.17%) Continuous Integration
8 316 (21.42%) Event-Driven
9 311 (21.08%) Infrastructure as Code
10 295 (20.00%) TDD
11 239 (16.20%) Analytics
12 232 (15.73%) Test Automation
13 226 (15.32%) Continuous Delivery
14 210 (14.24%) Data Science
14 210 (14.24%) Mentoring
15 202 (13.69%) Event-Driven Architecture
15 202 (13.69%) Open Source
16 201 (13.63%) Problem-Solving
17 192 (13.02%) OO
18 188 (12.75%) BDD
Programming Languages
1 628 (42.58%) Python
2 538 (36.47%) Java
3 499 (33.83%) JavaScript
4 431 (29.22%) SQL
5 354 (24.00%) TypeScript
6 230 (15.59%) Go
7 227 (15.39%) C#
8 180 (12.20%) Scala
9 86 (5.83%) PHP
10 82 (5.56%) ES6
11 74 (5.02%) PowerShell
12 69 (4.68%) Bash
13 57 (3.86%) Kotlin
14 47 (3.19%) Clojure
15 35 (2.37%) C
15 35 (2.37%) Ruby
16 34 (2.31%) C++
17 31 (2.10%) Lisp
18 22 (1.49%) Rust
19 17 (1.15%) Apple Swift
Qualifications
1 140 (9.49%) Degree
2 65 (4.41%) Computer Science Degree
3 37 (2.51%) AWS Certification
3 37 (2.51%) Numerate Degree
4 11 (0.75%) Master's Degree
5 10 (0.68%) Microsoft Certification
6 8 (0.54%) ISTQB
7 7 (0.47%) SC Cleared
7 7 (0.47%) Security Cleared
8 6 (0.41%) DBS Check
9 4 (0.27%) HND
10 3 (0.20%) PMP
11 2 (0.14%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 139 (9.42%) QA
2 33 (2.24%) GDPR
3 29 (1.97%) Accessibility
4 21 (1.42%) Data Quality
5 13 (0.88%) CDISC
5 13 (0.88%) HL7
6 8 (0.54%) SEPA
7 6 (0.41%) PCI DSS
8 5 (0.34%) SLA
9 4 (0.27%) ISO/IEC 27001
10 1 (0.068%) PMO
10 1 (0.068%) PSD2
System Software
1 784 (53.15%) Docker
2 50 (3.39%) Apache Flume
3 6 (0.41%) ISA Server
4 3 (0.20%) Active Directory
5 2 (0.14%) etcd
5 2 (0.14%) Firmware
6 1 (0.068%) VMware Infrastructure
Systems Management
1 489 (33.15%) Terraform
2 398 (26.98%) Kubernetes
3 205 (13.90%) Ansible
4 199 (13.49%) Opscode Chef
5 170 (11.53%) Puppet
6 155 (10.51%) Kibana
7 151 (10.24%) Grafana
8 137 (9.29%) logstash
9 136 (9.22%) Prometheus
10 108 (7.32%) Consul
11 107 (7.25%) Automic
12 52 (3.53%) Oozie
13 24 (1.63%) ZABBIX
14 23 (1.56%) HAProxy
14 23 (1.56%) MIIS
14 23 (1.56%) Opsgenie
14 23 (1.56%) Pingdom
15 16 (1.08%) Docker Swarm
16 14 (0.95%) Rancher
17 13 (0.88%) Istio
Vendors
1 156 (10.58%) Google
2 116 (7.86%) Splunk
3 106 (7.19%) New Relic
4 90 (6.10%) Microsoft
5 74 (5.02%) Oracle
6 51 (3.46%) Cloudera
7 50 (3.39%) Hitachi
7 50 (3.39%) Xamarin
8 36 (2.44%) Samsung
9 26 (1.76%) Spotify
10 23 (1.56%) SAP
11 22 (1.49%) IBM
11 22 (1.49%) Salesforce.com
12 15 (1.02%) Dell
13 14 (0.95%) Talend
14 13 (0.88%) Alteryx
15 12 (0.81%) Monzo
16 10 (0.68%) Cadence
16 10 (0.68%) CrowdStrike
16 10 (0.68%) Okta