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 16 August 2022 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB (DDB)
UK
6 months to
16 Aug 2022
Same period 2021 Same period 2020
Rank 320 267 420
Rank change year-on-year -53 +153 +135
Permanent jobs citing DynamoDB 1,901 1,532 414
As % of all permanent jobs advertised in the UK 1.14% 1.33% 0.67%
As % of the Database & Business Intelligence category 4.19% 4.75% 2.39%
Number of salaries quoted 539 738 352
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 £105,000 £100,625
90th Percentile £110,000 £135,000 £132,500
UK excluding London median annual salary £65,000 £60,000 £52,500
% change year-on-year +8.33% +14.29% -8.70%

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 45,418 32,221 17,306
As % of all permanent IT jobs advertised in the UK 27.22% 27.95% 27.85%
Number of salaries quoted 20,600 21,175 14,227
10th Percentile £36,250 £35,000 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +7.53%
75th Percentile £80,160 £75,000 £72,500
90th Percentile £96,250 £92,500 £87,500
UK excluding London median annual salary £52,500 £49,500 £47,500
% change year-on-year +6.06% +4.21% +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 16 August 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 16 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
England -82 1,467 £80,000 -5.88% 108
London -92 1,084 £85,000 -10.53% 51
Work from Home -84 983 £75,000 -11.76% 69
UK excluding London -65 401 £65,000 +8.33% 60
North of England -15 137 £70,000 +16.67% 22
South East -9 118 £80,000 +33.33% 10
Yorkshire -2 72 £62,500 +4.17% 4
Midlands -22 60 £60,000 -7.69% 14
North West -37 59 £73,500 +22.50% 16
South West -47 45 £60,000 +9.09% 4
East Midlands +11 44 £45,000 -30.77% 9
Scotland -31 24 - - 3
West Midlands -51 16 £77,500 +10.71% 5
East of England -48 13 £62,500 +8.70% 6
North East -11 6 £47,500 +5.56% 2
Wales -19 3 £60,000 +33.33% 1
Northern Ireland -37 2 £61,000 -23.75%

For the 6 months to 16 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 with a requirement for DynamoDB.

1 1,817 (95.58%) AWS
2 1,278 (67.23%) Serverless
3 1,149 (60.44%) AWS Lambda
4 995 (52.34%) Agile
5 954 (50.18%) Docker
6 868 (45.66%) DevOps
7 864 (45.45%) Software Engineering
8 841 (44.24%) CI/CD
9 785 (41.29%) Microservices
10 758 (39.87%) Python
11 745 (39.19%) React
12 719 (37.82%) Java
13 717 (37.72%) Amazon S3
14 674 (35.46%) JavaScript
15 643 (33.82%) Terraform
16 619 (32.56%) Node.js
17 587 (30.88%) MySQL
18 586 (30.83%) TypeScript
19 553 (29.09%) GCP
20 541 (28.46%) SQL
21 510 (26.83%) Amazon SQS
22 507 (26.67%) REST
23 499 (26.25%) Full Stack Development
24 492 (25.88%) Kubernetes
25 481 (25.30%) PostgreSQL
26 452 (23.78%) Finance
27 451 (23.72%) NoSQL
28 420 (22.09%) AWS CloudFormation
29 412 (21.67%) Azure
30 408 (21.46%) Infrastructure as Code

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
1 159 (8.36%) Apache Spark
2 112 (5.89%) Confluence
3 81 (4.26%) Apache Airflow
4 53 (2.79%) Apache
4 53 (2.79%) Apache Pulsar
5 31 (1.63%) Cloud Foundry
6 29 (1.53%) CMS
7 25 (1.32%) Jupyter
8 22 (1.16%) Tomcat
9 14 (0.74%) SAS
10 11 (0.58%) Apache Solr
11 7 (0.37%) nginx
12 4 (0.21%) WordPress
13 2 (0.11%) Ethereum
13 2 (0.11%) Geth
14 1 (0.053%) Luigi
14 1 (0.053%) Strapi
14 1 (0.053%) Traefik
Applications
1 15 (0.79%) MS Visio
2 13 (0.68%) Photoshop
2 13 (0.68%) Sketch
3 9 (0.47%) Microsoft PowerPoint
4 1 (0.053%) Microsoft Excel
Business Applications
1 14 (0.74%) Payment Gateway
2 6 (0.32%) Dynamics CRM
3 3 (0.16%) NetSuite
4 1 (0.053%) Salesforce.com CRM
4 1 (0.053%) Shopify
Cloud Services
1 1,817 (95.58%) AWS
2 1,278 (67.23%) Serverless
3 1,149 (60.44%) AWS Lambda
4 717 (37.72%) Amazon S3
5 553 (29.09%) GCP
6 510 (26.83%) Amazon SQS
7 420 (22.09%) AWS CloudFormation
8 412 (21.67%) Azure
9 385 (20.25%) Amazon Kinesis
10 319 (16.78%) Amazon EC2
11 297 (15.62%) Amazon ECS
12 274 (14.41%) Amazon CloudWatch
13 259 (13.62%) GitHub
14 246 (12.94%) SaaS
15 231 (12.15%) AWS Fargate
16 167 (8.78%) CloudFront
17 111 (5.84%) Slack
18 106 (5.58%) Amazon Cognito
19 105 (5.52%) AWS Step Functions
20 103 (5.42%) Datadog
Communications & Networking
1 54 (2.84%) HTTP
2 42 (2.21%) Internet
3 32 (1.68%) DNS
4 26 (1.37%) WebEx
5 23 (1.21%) MQTT
6 15 (0.79%) HTTPS
7 14 (0.74%) SMS
8 13 (0.68%) VPN
9 12 (0.63%) Broadband
10 6 (0.32%) Firewall
11 4 (0.21%) Intelligent Network
12 3 (0.16%) RTSP
13 2 (0.11%) IPFS
13 2 (0.11%) tcpdump
13 2 (0.11%) Wi-Fi
13 2 (0.11%) Wireshark
14 1 (0.053%) CTI
14 1 (0.053%) DVB
14 1 (0.053%) SD-WAN
14 1 (0.053%) WAN
Database & Business Intelligence
1 587 (30.88%) MySQL
2 481 (25.30%) PostgreSQL
3 451 (23.72%) NoSQL
4 393 (20.67%) Amazon RDS
5 340 (17.89%) MongoDB
6 327 (17.20%) Elasticsearch
7 289 (15.20%) Relational Database
8 267 (14.05%) Amazon Athena
9 223 (11.73%) Redis
10 154 (8.10%) Big Data
11 151 (7.94%) SQL Server
12 144 (7.57%) Amazon Aurora
13 126 (6.63%) Apache Cassandra
14 118 (6.21%) Data Lake
14 118 (6.21%) Data Warehouse
15 117 (6.15%) Amazon Redshift
16 89 (4.68%) BigQuery
17 79 (4.16%) Bigtable
18 70 (3.68%) Hadoop
19 69 (3.63%) Presto
Development Applications
1 366 (19.25%) Jenkins
2 303 (15.94%) Git (software)
3 170 (8.94%) Octopus Deploy
4 152 (8.00%) Team Foundation Server
5 149 (7.84%) TeamCity
6 148 (7.79%) Cypress.io
7 133 (7.00%) JIRA
8 126 (6.63%) Travis CI
9 122 (6.42%) IBM UrbanCode
10 106 (5.58%) GitLab
11 80 (4.21%) Bitbucket
12 79 (4.16%) Selenium
13 69 (3.63%) webpack
14 65 (3.42%) Postman
15 50 (2.63%) Cucumber
15 50 (2.63%) Maven
16 48 (2.52%) Storybook
17 42 (2.21%) JUnit
18 38 (2.00%) CircleCI
18 38 (2.00%) Mocha
General
1 452 (23.78%) Finance
2 268 (14.10%) Social Skills
3 152 (8.00%) Analytical Skills
4 131 (6.89%) Games
5 123 (6.47%) Retail
6 90 (4.73%) Public Sector
7 86 (4.52%) Advertising
8 84 (4.42%) Marketing
9 70 (3.68%) Banking
10 58 (3.05%) Inclusion and Diversity
11 57 (3.00%) Legal
12 39 (2.05%) Law
12 39 (2.05%) Organisational Skills
12 39 (2.05%) Publishing
13 25 (1.32%) Manufacturing
14 23 (1.21%) Wearables
15 20 (1.05%) Telecoms
16 18 (0.95%) Pharmaceutical
17 16 (0.84%) Automotive
18 14 (0.74%) Presentation Skills
Job Titles
1 664 (34.93%) Developer
2 412 (21.67%) Software Engineer
3 213 (11.20%) Full Stack Developer
4 204 (10.73%) DevOps Engineer
5 203 (10.68%) Senior Software Engineer
6 158 (8.31%) Senior Developer
7 147 (7.73%) Data Engineer
8 94 (4.94%) Site Engineer
8 94 (4.94%) Site Reliability Engineer
9 92 (4.84%) Java Developer
10 85 (4.47%) AWS Engineer
11 74 (3.89%) Architect
12 68 (3.58%) Software Developer
13 62 (3.26%) Backend Developer
14 61 (3.21%) AWS Developer
15 55 (2.89%) Engineering Manager
16 50 (2.63%) Front End Developer (Client-Side Developer)
17 48 (2.52%) .NET Developer
18 46 (2.42%) Lead Developer
18 46 (2.42%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 745 (39.19%) React
2 619 (32.56%) Node.js
3 507 (26.67%) REST
4 324 (17.04%) Kafka
5 305 (16.04%) Spring
6 290 (15.26%) GraphQL
7 261 (13.73%) .NET
8 246 (12.94%) AngularJS
9 242 (12.73%) Web Services
10 198 (10.42%) Elastic Stack
11 185 (9.73%) Jest
12 161 (8.47%) .NET Core
13 156 (8.21%) CSS
13 156 (8.21%) HTML
14 152 (8.00%) RESTful
15 124 (6.52%) Spring Boot
16 115 (6.05%) Redux
17 103 (5.42%) React Native
18 101 (5.31%) Next.js
19 99 (5.21%) Vue.js
Miscellaneous
1 207 (10.89%) Cloud Native
2 172 (9.05%) User Experience
3 153 (8.05%) Mobile App
4 113 (5.94%) Blog
5 87 (4.58%) Hackathon
6 62 (3.26%) Legacy Systems
7 52 (2.74%) Public Cloud
8 48 (2.52%) Data Structures
9 46 (2.42%) Virtual Team
10 43 (2.26%) Algorithms
11 41 (2.16%) PlayStation
12 37 (1.95%) Enterprise Software
12 37 (1.95%) Greenfield Project
13 36 (1.89%) Self-Motivation
14 34 (1.79%) IoT
15 31 (1.63%) Educational Technology
15 31 (1.63%) Video\Live Streaming
16 26 (1.37%) Blockchain
17 25 (1.32%) Data Protection Act
18 21 (1.10%) Marketing Technology
Operating Systems
1 313 (16.47%) Linux
2 187 (9.84%) Windows
3 138 (7.26%) Android
4 122 (6.42%) Mesosphere
5 76 (4.00%) Apple iOS
6 51 (2.68%) Mac OS
7 24 (1.26%) Ubuntu
8 20 (1.05%) Unix
9 7 (0.37%) Windows Vista
10 5 (0.26%) Alpine Linux
11 4 (0.21%) Amazon Linux
12 3 (0.16%) Mac OS X
13 2 (0.11%) DC/OS
13 2 (0.11%) Windows Server
14 1 (0.053%) CentOS
14 1 (0.053%) Debian
14 1 (0.053%) VMS
Processes & Methodologies
1 995 (52.34%) Agile
2 868 (45.66%) DevOps
3 864 (45.45%) Software Engineering
4 841 (44.24%) CI/CD
5 785 (41.29%) Microservices
6 499 (26.25%) Full Stack Development
7 408 (21.46%) Infrastructure as Code
8 384 (20.20%) Continuous Integration
9 360 (18.94%) Event-Driven
10 348 (18.31%) TDD
11 314 (16.52%) Analytics
12 294 (15.47%) Mentoring
13 289 (15.20%) Test Automation
14 285 (14.99%) Problem-Solving
15 278 (14.62%) Containerisation
16 276 (14.52%) Data Science
17 258 (13.57%) Continuous Delivery
18 240 (12.62%) Event-Driven Architecture
19 236 (12.41%) OO
20 228 (11.99%) Scrum
Programming Languages
1 758 (39.87%) Python
2 719 (37.82%) Java
3 674 (35.46%) JavaScript
4 586 (30.83%) TypeScript
5 541 (28.46%) SQL
6 312 (16.41%) Go
7 271 (14.26%) C#
8 217 (11.42%) Scala
9 122 (6.42%) PHP
10 110 (5.79%) Kotlin
11 93 (4.89%) ES6
12 82 (4.31%) Bash
13 77 (4.05%) PowerShell
14 59 (3.10%) Ruby
15 47 (2.47%) Clojure
16 43 (2.26%) C
17 33 (1.74%) C++
18 32 (1.68%) Apple Swift
19 31 (1.63%) Lisp
20 28 (1.47%) Objective-C
Qualifications
1 200 (10.52%) Degree
2 102 (5.37%) Computer Science Degree
3 61 (3.21%) Numerate Degree
4 52 (2.74%) AWS Certification
5 13 (0.68%) Master's Degree
6 10 (0.53%) Microsoft Certification
7 9 (0.47%) ISTQB
7 9 (0.47%) SC Cleared
7 9 (0.47%) Security Cleared
8 7 (0.37%) MCP
9 6 (0.32%) DBS Check
10 4 (0.21%) HND
11 3 (0.16%) PMP
12 2 (0.11%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 218 (11.47%) QA
2 33 (1.74%) Accessibility
2 33 (1.74%) Data Quality
3 30 (1.58%) GDPR
4 13 (0.68%) CDISC
4 13 (0.68%) HL7
5 8 (0.42%) SEPA
6 6 (0.32%) PCI DSS
7 5 (0.26%) SLA
8 4 (0.21%) ISO/IEC 27001
9 1 (0.053%) PSD2
System Software
1 954 (50.18%) Docker
2 51 (2.68%) Apache Flume
3 5 (0.26%) ISA Server
4 3 (0.16%) Apache ZooKeeper
4 3 (0.16%) Firmware
5 2 (0.11%) Active Directory
5 2 (0.11%) etcd
5 2 (0.11%) VMware Infrastructure
Systems Management
1 643 (33.82%) Terraform
2 492 (25.88%) Kubernetes
3 241 (12.68%) Ansible
4 240 (12.62%) Opscode Chef
5 200 (10.52%) Puppet
6 173 (9.10%) Kibana
7 172 (9.05%) Grafana
8 162 (8.52%) Prometheus
9 148 (7.79%) logstash
10 141 (7.42%) Consul
11 122 (6.42%) Automic
12 53 (2.79%) Oozie
13 27 (1.42%) ZABBIX
14 24 (1.26%) yum
15 23 (1.21%) HAProxy
15 23 (1.21%) MIIS
15 23 (1.21%) Opsgenie
15 23 (1.21%) Pingdom
16 15 (0.79%) Docker Swarm
16 15 (0.79%) Rancher
Vendors
1 234 (12.31%) Google
2 127 (6.68%) Splunk
3 116 (6.10%) New Relic
4 115 (6.05%) Microsoft
5 89 (4.68%) Oracle
6 65 (3.42%) Hitachi
7 63 (3.31%) Xamarin
8 56 (2.95%) Atlassian
9 52 (2.74%) Cloudera
10 35 (1.84%) Samsung
11 32 (1.68%) Salesforce.com
12 28 (1.47%) Dell
13 26 (1.37%) Databricks
13 26 (1.37%) Spotify
14 22 (1.16%) IBM
15 20 (1.05%) SAP
16 16 (0.84%) Datto
17 13 (0.68%) Alteryx
17 13 (0.68%) Talend
18 12 (0.63%) Monzo