Period
to

The following table provides summary statistics for permanent job vacancies advertised in London 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)
England > London
6 months to
11 Aug 2022
Same period 2021 Same period 2020
Rank 262 163 309
Rank change year-on-year -99 +146 +64
Permanent jobs citing DynamoDB 1,092 1,043 253
As % of all permanent jobs advertised in London 1.52% 2.28% 0.96%
As % of the Database & Business Intelligence category 4.92% 7.18% 3.42%
Number of salaries quoted 286 475 232
10th Percentile £63,945 £65,000 £56,375
25th Percentile £70,000 £77,500 £66,875
Median annual salary (50th Percentile) £85,000 £95,000 £85,000
Median % change year-on-year -10.53% +11.76% +13.33%
75th Percentile £105,000 £118,750 £126,250
90th Percentile £122,500 £135,000 £161,250
England 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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 22,183 14,521 7,404
As % of all permanent IT jobs advertised in London 30.91% 31.79% 28.07%
Number of salaries quoted 9,062 8,685 5,995
10th Percentile £45,000 £43,750 £42,000
25th Percentile £55,000 £53,250 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £91,250 £88,750 £85,125
90th Percentile £110,000 £105,000 £101,250
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

DynamoDB
Job Vacancy Trend in London

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

Job vacancy trend for DynamoDB in London

DynamoDB
Salary Trend in London

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

Salary trend for DynamoDB in London

DynamoDB
Salary Histogram in London

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

Salary histogram for DynamoDB in London

DynamoDB
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DynamoDB within the London 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
Central London -71 44 £97,500 - 18
West London -34 23 £75,000 -3.23% 1
East London -42 4 £77,500 -3.13% 2
North London -30 3 - -
South London -49 1 - - 2
DynamoDB
England

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 London region with a requirement for DynamoDB.

1 1,025 (93.86%) AWS
2 725 (66.39%) Serverless
3 637 (58.33%) AWS Lambda
4 576 (52.75%) Docker
5 560 (51.28%) Python
6 549 (50.27%) CI/CD
7 538 (49.27%) Agile
8 499 (45.70%) Software Engineering
9 469 (42.95%) DevOps
10 433 (39.65%) Microservices
11 431 (39.47%) Amazon S3
12 424 (38.83%) Terraform
13 407 (37.27%) React
14 405 (37.09%) GCP
15 401 (36.72%) Java
16 360 (32.97%) Node.js
17 359 (32.88%) JavaScript
17 359 (32.88%) Kubernetes
18 344 (31.50%) SQL
19 322 (29.49%) Finance
20 298 (27.29%) MySQL
21 296 (27.11%) Full Stack Development
22 292 (26.74%) REST
23 291 (26.65%) TypeScript
24 289 (26.47%) NoSQL
25 284 (26.01%) Azure
26 282 (25.82%) PostgreSQL
27 278 (25.46%) Event-Driven
28 266 (24.36%) Infrastructure as Code
29 260 (23.81%) AWS CloudFormation

DynamoDB
Co-occurring IT Skills in London 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 97 (8.88%) Apache Spark
2 62 (5.68%) Apache Airflow
3 52 (4.76%) Apache Pulsar
3 52 (4.76%) Confluence
4 39 (3.57%) Apache
5 27 (2.47%) CMS
6 20 (1.83%) Cloud Foundry
7 14 (1.28%) SAS
8 2 (0.18%) Ethereum
8 2 (0.18%) Geth
8 2 (0.18%) WordPress
9 1 (0.092%) Luigi
9 1 (0.092%) nginx
Applications
1 16 (1.47%) MS Visio
2 13 (1.19%) Photoshop
2 13 (1.19%) Sketch
3 9 (0.82%) Microsoft PowerPoint
Business Applications
1 14 (1.28%) Payment Gateway
2 8 (0.73%) Dynamics CRM
3 2 (0.18%) Salesforce.com CRM
4 1 (0.092%) Shopify
Cloud Services
1 1,025 (93.86%) AWS
2 725 (66.39%) Serverless
3 637 (58.33%) AWS Lambda
4 431 (39.47%) Amazon S3
5 405 (37.09%) GCP
6 284 (26.01%) Azure
7 260 (23.81%) AWS CloudFormation
8 247 (22.62%) Amazon Kinesis
9 242 (22.16%) Amazon SQS
10 232 (21.25%) Amazon ECS
11 175 (16.03%) Amazon CloudWatch
12 148 (13.55%) GitHub
13 130 (11.90%) SaaS
14 121 (11.08%) AWS Fargate
15 99 (9.07%) Amazon EC2
16 71 (6.50%) Amazon EventBridge
17 65 (5.95%) CloudFront
18 62 (5.68%) AWS Step Functions
19 61 (5.59%) Cloud Computing
20 52 (4.76%) GitHub Actions
Communications & Networking
1 26 (2.38%) HTTP
1 26 (2.38%) WebEx
2 23 (2.11%) MQTT
3 16 (1.47%) DNS
4 14 (1.28%) SMS
5 12 (1.10%) VPN
6 5 (0.46%) Broadband
6 5 (0.46%) Firewall
7 4 (0.37%) Intelligent Network
8 2 (0.18%) Internet
8 2 (0.18%) IPFS
8 2 (0.18%) SD-WAN
8 2 (0.18%) WAN
8 2 (0.18%) Wi-Fi
9 1 (0.092%) CTI
9 1 (0.092%) DVB
9 1 (0.092%) tcpdump
9 1 (0.092%) Wireshark
Database & Business Intelligence
1 298 (27.29%) MySQL
2 289 (26.47%) NoSQL
3 282 (25.82%) PostgreSQL
4 222 (20.33%) Amazon Athena
5 215 (19.69%) MongoDB
6 192 (17.58%) Relational Database
7 189 (17.31%) Elasticsearch
8 178 (16.30%) Amazon RDS
9 130 (11.90%) Redis
10 102 (9.34%) Big Data
10 102 (9.34%) SQL Server
11 94 (8.61%) Amazon Aurora
12 80 (7.33%) Apache Cassandra
13 77 (7.05%) Data Lake
13 77 (7.05%) Data Warehouse
14 69 (6.32%) Amazon Redshift
15 61 (5.59%) Presto
16 60 (5.49%) Bigtable
17 57 (5.22%) Flink
18 54 (4.95%) Hadoop
Development Applications
1 228 (20.88%) Jenkins
2 138 (12.64%) Git (software)
3 133 (12.18%) Octopus Deploy
4 112 (10.26%) TeamCity
5 109 (9.98%) Team Foundation Server
6 94 (8.61%) Cypress.io
7 90 (8.24%) Travis CI
8 86 (7.88%) IBM UrbanCode
9 68 (6.23%) GitLab
10 59 (5.40%) JIRA
11 43 (3.94%) Bitbucket
12 42 (3.85%) Selenium
13 35 (3.21%) Postman
13 35 (3.21%) webpack
14 28 (2.56%) JMeter
15 27 (2.47%) CircleCI
15 27 (2.47%) Storybook
16 23 (2.11%) Moq
16 23 (2.11%) SoapUI
16 23 (2.11%) TestCafe
General
1 322 (29.49%) Finance
2 195 (17.86%) Social Skills
3 113 (10.35%) Games
4 79 (7.23%) Analytical Skills
5 64 (5.86%) Retail
6 53 (4.85%) Advertising
7 52 (4.76%) Marketing
8 47 (4.30%) Legal
9 45 (4.12%) Banking
10 40 (3.66%) Inclusion and Diversity
11 33 (3.02%) Public Sector
12 31 (2.84%) Organisational Skills
13 30 (2.75%) Publishing
14 15 (1.37%) Automotive
14 15 (1.37%) Law
14 15 (1.37%) Presentation Skills
15 12 (1.10%) Influencing Skills
16 9 (0.82%) Financial Institution
17 8 (0.73%) Manufacturing
18 7 (0.64%) Billing
Job Titles
1 319 (29.21%) Developer
2 247 (22.62%) Software Engineer
3 149 (13.64%) Full Stack Developer
4 117 (10.71%) Senior Software Engineer
5 95 (8.70%) Data Engineer
6 86 (7.88%) DevOps Engineer
7 54 (4.95%) Engineering Manager
7 54 (4.95%) Senior Developer
8 43 (3.94%) AWS Engineer
9 39 (3.57%) Lead Developer
10 37 (3.39%) Big Data Manager
11 36 (3.30%) Architect
12 34 (3.11%) Senior DevOps
12 34 (3.11%) Senior DevOps Engineer
13 33 (3.02%) Technical Leader
14 30 (2.75%) AWS Developer
14 30 (2.75%) Site Engineer
14 30 (2.75%) Site Reliability Engineer
15 27 (2.47%) Backend Developer
15 27 (2.47%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 407 (37.27%) React
2 360 (32.97%) Node.js
3 292 (26.74%) REST
4 230 (21.06%) Kafka
5 164 (15.02%) GraphQL
6 138 (12.64%) Elastic Stack
7 135 (12.36%) .NET
8 124 (11.36%) AngularJS
9 120 (10.99%) Spring
10 111 (10.16%) Web Services
11 106 (9.71%) CSS
12 105 (9.62%) Jest
13 104 (9.52%) HTML
14 93 (8.52%) .NET Core
15 86 (7.88%) RESTful
16 74 (6.78%) React Native
17 72 (6.59%) ASP.NET
18 63 (5.77%) Spring Boot
19 60 (5.49%) Apache NiFi
20 59 (5.40%) Vue.js
Miscellaneous
1 142 (13.00%) User Experience
2 83 (7.60%) Blog
3 82 (7.51%) Cloud Native
4 76 (6.96%) Mobile App
5 62 (5.68%) Hackathon
6 41 (3.75%) Algorithms
6 41 (3.75%) PlayStation
7 40 (3.66%) Legacy Systems
8 35 (3.21%) Data Structures
9 33 (3.02%) Self-Motivation
10 28 (2.56%) Public Cloud
11 26 (2.38%) Greenfield Project
12 25 (2.29%) Blockchain
12 25 (2.29%) Educational Technology
13 22 (2.01%) Marketing Technology
14 21 (1.92%) Virtual Team
15 17 (1.56%) e-Learning
15 17 (1.56%) Enterprise Software
16 15 (1.37%) Client/Server
16 15 (1.37%) Video\Live Streaming
Operating Systems
1 145 (13.28%) Linux
2 126 (11.54%) Windows
3 86 (7.88%) Mesosphere
4 61 (5.59%) Android
5 47 (4.30%) Apple iOS
6 4 (0.37%) Alpine Linux
6 4 (0.37%) Amazon Linux
6 4 (0.37%) Ubuntu
7 3 (0.27%) Mac OS X
7 3 (0.27%) Unix
8 2 (0.18%) DC/OS
8 2 (0.18%) Windows Server
9 1 (0.092%) CentOS
9 1 (0.092%) VMS
Processes & Methodologies
1 549 (50.27%) CI/CD
2 538 (49.27%) Agile
3 499 (45.70%) Software Engineering
4 469 (42.95%) DevOps
5 433 (39.65%) Microservices
6 296 (27.11%) Full Stack Development
7 278 (25.46%) Event-Driven
8 266 (24.36%) Infrastructure as Code
9 235 (21.52%) TDD
10 214 (19.60%) Continuous Integration
11 203 (18.59%) Analytics
12 202 (18.50%) Data Science
13 187 (17.12%) Test Automation
14 183 (16.76%) Mentoring
15 172 (15.75%) Event-Driven Architecture
16 171 (15.66%) Machine Learning
17 162 (14.84%) Continuous Delivery
18 150 (13.74%) BDD
19 149 (13.64%) Containerisation
20 138 (12.64%) OO
Programming Languages
1 560 (51.28%) Python
2 401 (36.72%) Java
3 359 (32.88%) JavaScript
4 344 (31.50%) SQL
5 291 (26.65%) TypeScript
6 182 (16.67%) C#
7 154 (14.10%) Go
8 145 (13.28%) Scala
9 74 (6.78%) PowerShell
10 64 (5.86%) ES6
11 63 (5.77%) Bash
11 63 (5.77%) PHP
12 48 (4.40%) Kotlin
13 33 (3.02%) C
13 33 (3.02%) C++
13 33 (3.02%) Ruby
14 28 (2.56%) Clojure
15 22 (2.01%) Rust
16 13 (1.19%) Apple Swift
17 12 (1.10%) Lisp
Qualifications
1 98 (8.97%) Degree
2 45 (4.12%) Computer Science Degree
3 27 (2.47%) Numerate Degree
4 26 (2.38%) AWS Certification
5 11 (1.01%) Master's Degree
6 6 (0.55%) DBS Check
7 4 (0.37%) HND
8 3 (0.27%) PMP
9 2 (0.18%) SC Cleared
9 2 (0.18%) Security Cleared
Quality Assurance & Compliance
1 125 (11.45%) QA
2 33 (3.02%) GDPR
3 22 (2.01%) Accessibility
4 21 (1.92%) Data Quality
5 13 (1.19%) CDISC
5 13 (1.19%) HL7
6 8 (0.73%) SEPA
7 5 (0.46%) SLA
8 4 (0.37%) ISO/IEC 27001
8 4 (0.37%) PCI DSS
9 1 (0.092%) PMO
System Software
1 576 (52.75%) Docker
2 50 (4.58%) Apache Flume
3 6 (0.55%) ISA Server
4 2 (0.18%) Active Directory
4 2 (0.18%) etcd
5 1 (0.092%) VMware Infrastructure
Systems Management
1 424 (38.83%) Terraform
2 359 (32.88%) Kubernetes
3 168 (15.38%) Opscode Chef
4 161 (14.74%) Ansible
5 149 (13.64%) Puppet
6 137 (12.55%) Kibana
7 124 (11.36%) logstash
8 121 (11.08%) Prometheus
9 91 (8.33%) Grafana
10 86 (7.88%) Automic
10 86 (7.88%) Consul
11 52 (4.76%) Oozie
12 23 (2.11%) HAProxy
12 23 (2.11%) MIIS
12 23 (2.11%) Opsgenie
12 23 (2.11%) Pingdom
12 23 (2.11%) ZABBIX
13 16 (1.47%) Docker Swarm
14 14 (1.28%) Rancher
15 13 (1.19%) Istio
Vendors
1 146 (13.37%) Google
2 103 (9.43%) Splunk
3 68 (6.23%) Microsoft
4 62 (5.68%) Oracle
5 55 (5.04%) New Relic
6 51 (4.67%) Cloudera
7 29 (2.66%) Hitachi
8 28 (2.56%) Samsung
9 26 (2.38%) Spotify
10 23 (2.11%) Xamarin
11 21 (1.92%) IBM
12 18 (1.65%) Salesforce.com
13 13 (1.19%) Alteryx
13 13 (1.19%) Talend
14 12 (1.10%) Monzo
15 11 (1.01%) Dell
16 10 (0.92%) CrowdStrike
16 10 (0.92%) Okta
16 10 (0.92%) SAP
16 10 (0.92%) Sun