Period
to 21 January 2022

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 21 January 2022 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
21 Jan 2022
Same period 2021 Same period 2020
Rank 306 390 470
Rank change year-on-year +84 +80 +104
Permanent jobs citing Amazon DynamoDB 1,433 441 782
As % of all permanent jobs advertised in the UK 1.11% 0.70% 0.62%
As % of the Database & Business Intelligence category 4.18% 2.54% 2.28%
Number of salaries quoted 745 382 637
10th Percentile £50,000 £45,000 £45,000
25th Percentile £63,750 £55,000 £57,500
Median annual salary (50th Percentile) £80,000 £75,000 £75,000
Median % change year-on-year +6.67% - +20.00%
75th Percentile £100,000 £102,500 £100,000
90th Percentile £126,250 £128,750 £142,500
UK excluding London median annual salary £62,500 £55,000 £60,000
% change year-on-year +13.64% -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 34,265 17,388 34,249
As % of all permanent IT jobs advertised in the UK 26.66% 27.52% 27.11%
Number of salaries quoted 21,707 14,703 28,328
10th Percentile £36,250 £33,750 £32,000
25th Percentile £43,750 £41,250 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £72,500 £71,250
90th Percentile £95,000 £87,500 £88,750
UK excluding London median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% -

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 21 January 2022.

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 21 January 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 +76 1,244 £80,000 +6.67% 155
London +29 839 £85,000 +1.49% 84
Work from Home +19 451 £75,000 - 24
UK excluding London +45 441 £62,500 +13.64% 84
South East -12 132 £65,000 - 14
North of England -66 102 £70,000 +33.33% 20
South West -9 76 £55,000 +4.76% 5
North West -29 60 £70,000 +33.33% 11
Scotland - 43 £70,000 - 11
Midlands -73 39 £57,500 +4.55% 25
Yorkshire -63 38 £65,000 +18.18% 6
East of England -74 34 £63,750 +6.25% 6
West Midlands -58 20 £67,500 - 10
East Midlands -43 19 £50,000 -9.09% 15
Wales -32 12 £67,500 +3.85% 3
Northern Ireland - 5 £80,000 -
North East -32 4 £47,500 -5.00% 3

For the 6 months to 21 January 2022, 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 1,361 (94.98%) AWS
2 846 (59.04%) Serverless
3 753 (52.55%) Agile Software Development
4 732 (51.08%) AWS Lambda
5 702 (48.99%) CI/CD
6 666 (46.48%) Python
7 627 (43.75%) Software Engineering
7 627 (43.75%) Docker
8 604 (42.15%) JavaScript
8 604 (42.15%) Amazon S3
9 557 (38.87%) React
10 536 (37.40%) Node.js
11 506 (35.31%) Java
12 462 (32.24%) DevOps
13 460 (32.10%) TypeScript
14 458 (31.96%) PostgreSQL
15 452 (31.54%) Kubernetes
16 448 (31.26%) Microservices
17 441 (30.77%) Terraform
17 441 (30.77%) Full Stack Development
18 432 (30.15%) NoSQL
19 404 (28.19%) SQL
20 398 (27.77%) Amazon SQS
21 393 (27.42%) Amazon RDS
22 343 (23.94%) Finance
23 333 (23.24%) MySQL
24 295 (20.59%) TDD
25 281 (19.61%) Azure
26 277 (19.33%) Amazon EC2
27 266 (18.56%) AWS CloudFormation

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
1 191 (13.33%) Elasticsearch
2 130 (9.07%) Apache
2 130 (9.07%) Apache Spark
3 69 (4.82%) Apache Airflow
4 65 (4.54%) Confluence
5 29 (2.02%) SAS
6 26 (1.81%) IBM Domino
7 17 (1.19%) Cloud Foundry
8 15 (1.05%) Luigi
9 14 (0.98%) Jupyter
9 14 (0.98%) nginx
10 12 (0.84%) Traefik
11 10 (0.70%) Apache Pulsar
12 9 (0.63%) CMS
13 5 (0.35%) Adobe Experience Manager
13 5 (0.35%) Apache Solr
13 5 (0.35%) WordPress
14 4 (0.28%) Apache Pig
14 4 (0.28%) Ethereum
14 4 (0.28%) MQSeries
Applications
1 26 (1.81%) Spreadsheet
2 10 (0.70%) MS Visio
3 5 (0.35%) Adobe Premiere
3 5 (0.35%) Final Cut Pro
4 3 (0.21%) Photoshop
4 3 (0.21%) Sketch
5 1 (0.070%) Revit
Business Applications
1 9 (0.63%) NetSuite
2 6 (0.42%) Magento
3 5 (0.35%) Dynamics CRM
4 3 (0.21%) Payment Gateway
Cloud Services
1 1,361 (94.98%) AWS
2 846 (59.04%) Serverless
3 732 (51.08%) AWS Lambda
4 604 (42.15%) Amazon S3
5 398 (27.77%) Amazon SQS
6 281 (19.61%) Azure
7 277 (19.33%) Amazon EC2
8 266 (18.56%) AWS CloudFormation
9 250 (17.45%) GCP
10 217 (15.14%) AWS Step Functions
11 209 (14.58%) Amazon Kinesis
12 195 (13.61%) Amazon ECS
13 164 (11.44%) GitHub
14 149 (10.40%) Amazon CloudWatch
15 123 (8.58%) CloudFront
16 113 (7.89%) Amazon EMR
17 112 (7.82%) Amazon EKS
18 106 (7.40%) SaaS
19 71 (4.95%) GitHub Actions
20 67 (4.68%) Cloudflare
Communications & Networking
1 57 (3.98%) HTTP
2 53 (3.70%) DNS
3 51 (3.56%) AMQP
4 50 (3.49%) Cisco IPT
5 22 (1.54%) Broadband
6 21 (1.47%) MQTT
7 19 (1.33%) VPN
8 18 (1.26%) Firewall
9 15 (1.05%) Internet
10 11 (0.77%) WebEx
11 6 (0.42%) Intrusion Detection
11 6 (0.42%) SSH
12 5 (0.35%) RTSP
12 5 (0.35%) SD-WAN
12 5 (0.35%) WAN
13 4 (0.28%) DSL
13 4 (0.28%) HTTPS
14 3 (0.21%) SMS
15 2 (0.14%) RTP
15 2 (0.14%) Wireshark
Database & Business Intelligence
1 458 (31.96%) PostgreSQL
2 432 (30.15%) NoSQL
3 393 (27.42%) Amazon RDS
4 333 (23.24%) MySQL
5 249 (17.38%) MongoDB
6 243 (16.96%) Redis
7 233 (16.26%) Amazon Athena
8 211 (14.72%) Relational Database
9 170 (11.86%) Amazon Aurora
10 167 (11.65%) Big Data
11 145 (10.12%) Amazon Redshift
12 139 (9.70%) SQL Server
13 83 (5.79%) Electronic Patient Records
14 79 (5.51%) Apache Cassandra
14 79 (5.51%) Hadoop
15 72 (5.02%) Data Lake
16 68 (4.75%) Apache Ignite
17 39 (2.72%) BigQuery
18 38 (2.65%) Blockchain
19 37 (2.58%) RDBMS
Development Applications
1 253 (17.66%) Jenkins
2 252 (17.59%) Git (software)
3 105 (7.33%) Selenium
4 97 (6.77%) CircleCI
5 87 (6.07%) JIRA
6 86 (6.00%) GitLab
7 68 (4.75%) Bitbucket
8 56 (3.91%) webpack
9 51 (3.56%) Octopus Deploy
10 50 (3.49%) TeamCity
11 43 (3.00%) Cypress.io
12 37 (2.58%) SonarQube
13 35 (2.44%) Maven
14 34 (2.37%) Babel
15 33 (2.30%) Team Foundation Server
16 32 (2.23%) Atlassian Bamboo
17 31 (2.16%) Cucumber
18 27 (1.88%) PHPUnit
18 27 (1.88%) Postman
19 24 (1.67%) Gradle
General
1 343 (23.94%) Finance
2 219 (15.28%) Social Skills
3 158 (11.03%) Front Office
4 136 (9.49%) Retail
5 80 (5.58%) Games
6 60 (4.19%) Banking
7 56 (3.91%) Analytical Skills
8 52 (3.63%) Automotive
9 44 (3.07%) Inclusion and Diversity
10 41 (2.86%) Presentation Skills
11 31 (2.16%) Marketing
12 28 (1.95%) Influencing Skills
12 28 (1.95%) Law
12 28 (1.95%) Public Sector
13 23 (1.61%) Manufacturing
14 19 (1.33%) Legal
15 16 (1.12%) Advertising
16 14 (0.98%) Financial Institution
17 12 (0.84%) Telecoms
17 12 (0.84%) Wearables
Job Titles
1 625 (43.61%) Developer
2 411 (28.68%) Software Engineer
3 187 (13.05%) Developer/Software Engineer
4 172 (12.00%) AWS Engineer
5 151 (10.54%) Senior Developer
6 147 (10.26%) Python Developer
7 139 (9.70%) Data Engineer
8 120 (8.37%) React Developer
8 120 (8.37%) Senior Software Engineer
9 113 (7.89%) DevOps Engineer
10 109 (7.61%) Full Stack Developer
11 98 (6.84%) Cloud Engineer
12 94 (6.56%) Backend Developer
13 93 (6.49%) AWS Developer
14 84 (5.86%) Python Engineer
15 76 (5.30%) Java Developer
16 69 (4.82%) JavaScript Developer
16 69 (4.82%) Python Software Engineer
17 62 (4.33%) Senior Python Developer
18 55 (3.84%) Security Engineer
Libraries, Frameworks & Software Standards
1 557 (38.87%) React
2 536 (37.40%) Node.js
3 249 (17.38%) Kafka
4 235 (16.40%) AngularJS
5 192 (13.40%) Vue.js
6 187 (13.05%) .NET
7 184 (12.84%) REST
8 135 (9.42%) .NET Core
9 133 (9.28%) Spring
10 130 (9.07%) CSS
11 125 (8.72%) RESTful
12 119 (8.30%) GraphQL
13 115 (8.03%) HTML
14 90 (6.28%) Material-UI
15 88 (6.14%) Django
16 87 (6.07%) Web Services
17 85 (5.93%) Jest
18 81 (5.65%) Redux
19 73 (5.09%) Elastic Stack
20 70 (4.88%) WebSockets
Miscellaneous
1 124 (8.65%) User Experience
2 74 (5.16%) Hedge funds
3 73 (5.09%) Derivative
4 68 (4.75%) Equities
4 68 (4.75%) Fixed Income
4 68 (4.75%) Foreign Exchange (FX)
5 61 (4.26%) Social Media
6 60 (4.19%) Mobile App
7 56 (3.91%) Video\Live Streaming
8 54 (3.77%) Cloud Native
9 45 (3.14%) Video on Demand
10 36 (2.51%) Greenfield Project
11 35 (2.44%) Smartphone
12 33 (2.30%) Algorithms
13 30 (2.09%) Data Structures
13 30 (2.09%) Public Cloud
13 30 (2.09%) Self-Motivation
14 27 (1.88%) Photography
15 26 (1.81%) iPhone
16 22 (1.54%) Enterprise Software
Operating Systems
1 139 (9.70%) Linux
2 56 (3.91%) Android
3 55 (3.84%) Windows
4 48 (3.35%) Apple iOS
5 35 (2.44%) Unix
6 17 (1.19%) Mesosphere
7 16 (1.12%) CentOS
8 11 (0.77%) Alpine Linux
9 9 (0.63%) Ubuntu
10 8 (0.56%) Windows Server
11 5 (0.35%) Red Hat Enterprise Linux
12 4 (0.28%) Debian
12 4 (0.28%) VMS
13 2 (0.14%) Mac OS
14 1 (0.070%) DC/OS
14 1 (0.070%) Mac OS X
Processes & Methodologies
1 753 (52.55%) Agile Software Development
2 702 (48.99%) CI/CD
3 627 (43.75%) Software Engineering
4 462 (32.24%) DevOps
5 448 (31.26%) Microservices
6 441 (30.77%) Full Stack Development
7 295 (20.59%) TDD
8 261 (18.21%) Test Automation
9 203 (14.17%) Analytics
10 183 (12.77%) Continuous Integration
11 172 (12.00%) Event-Driven
12 161 (11.24%) Asset Management
13 160 (11.17%) Infrastructure as Code
14 153 (10.68%) Problem-Solving
15 146 (10.19%) Scrum
16 143 (9.98%) Machine Learning
17 142 (9.91%) Mentoring
18 140 (9.77%) Event-Driven Architecture
19 135 (9.42%) Continuous Improvement
20 133 (9.28%) Artificial Intelligence
Programming Languages
1 666 (46.48%) Python
2 604 (42.15%) JavaScript
3 506 (35.31%) Java
4 460 (32.10%) TypeScript
5 404 (28.19%) SQL
6 218 (15.21%) C#
7 217 (15.14%) Scala
8 157 (10.96%) Go
9 149 (10.40%) Kotlin
10 101 (7.05%) ES6
11 97 (6.77%) Bash
12 82 (5.72%) PowerShell
13 77 (5.37%) PHP
14 69 (4.82%) Clojure
15 34 (2.37%) Java 8
16 32 (2.23%) C++
17 24 (1.67%) Ruby
18 20 (1.40%) R
19 19 (1.33%) Rust
20 16 (1.12%) Groovy
Qualifications
1 187 (13.05%) Degree
2 89 (6.21%) AWS Certification
3 77 (5.37%) Computer Science Degree
4 55 (3.84%) CISSP
5 50 (3.49%) (ISC)2 CCSP
5 50 (3.49%) Cisco Certification
6 35 (2.44%) Master's Degree
6 35 (2.44%) SC Cleared
6 35 (2.44%) Security Cleared
7 15 (1.05%) CCSP
8 10 (0.70%) Numerate Degree
9 6 (0.42%) CompTIA Security+
9 6 (0.42%) GIAC
9 6 (0.42%) OSCP
10 5 (0.35%) SANS
11 1 (0.070%) CREST Certified
11 1 (0.070%) DV Cleared
11 1 (0.070%) PMP
Quality Assurance & Compliance
1 114 (7.96%) QA
2 43 (3.00%) Accessibility
3 27 (1.88%) CDISC
3 27 (1.88%) HL7
4 25 (1.74%) GDPR
5 5 (0.35%) PCI DSS
5 5 (0.35%) SEPA
5 5 (0.35%) WCAG
6 3 (0.21%) Data Quality
7 2 (0.14%) ISO 8583
7 2 (0.14%) PSD2
8 1 (0.070%) PMO
System Software
1 627 (43.75%) Docker
2 12 (0.84%) VMware Infrastructure
3 9 (0.63%) Apache Flume
4 8 (0.56%) Active Directory
4 8 (0.56%) HDFS
5 7 (0.49%) ISA Server
6 5 (0.35%) Apache ZooKeeper
6 5 (0.35%) Virtual Servers
7 4 (0.28%) Ceph
7 4 (0.28%) NFS
8 2 (0.14%) Varnish
Systems Management
1 452 (31.54%) Kubernetes
2 441 (30.77%) Terraform
3 151 (10.54%) Ansible
4 86 (6.00%) Opscode Chef
5 64 (4.47%) Grafana
5 64 (4.47%) Puppet
6 56 (3.91%) Kibana
6 56 (3.91%) Prometheus
7 32 (2.23%) Consul
8 31 (2.16%) logstash
9 17 (1.19%) Automic
10 16 (1.12%) Docker Swarm
11 15 (1.05%) HAProxy
11 15 (1.05%) Istio
11 15 (1.05%) MIIS
11 15 (1.05%) Opsgenie
11 15 (1.05%) Pingdom
11 15 (1.05%) Rancher
11 15 (1.05%) ZABBIX
12 12 (0.84%) Mesos
Vendors
1 154 (10.75%) Google
2 115 (8.03%) Oracle
3 93 (6.49%) Microsoft
4 65 (4.54%) Databricks
5 58 (4.05%) New Relic
6 35 (2.44%) Talend
7 34 (2.37%) Splunk
8 32 (2.23%) Apple
9 27 (1.88%) Alteryx
10 25 (1.74%) Cloudera
11 17 (1.19%) Samsung
11 17 (1.19%) VMware
12 16 (1.12%) Hortonworks
12 16 (1.12%) Informatica
13 15 (1.05%) ServiceNow
13 15 (1.05%) Sun
14 12 (0.84%) HP
14 12 (0.84%) Xamarin
14 12 (0.84%) Xero
15 11 (0.77%) Red Hat