Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 October 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 October 2021 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK > England
6 months to
20 Oct 2021		 Same period 2020 Same period 2019
Rank 247 346 518
Rank change year-on-year +99 +172 +114
Permanent jobs citing Amazon DynamoDB 1,542 381 692
As % of all permanent jobs advertised in England 1.39% 0.85% 0.55%
As % of the Database & Business Intelligence category 4.99% 2.94% 2.02%
Number of salaries quoted 734 352 562
10th Percentile £51,250 £42,500 £45,000
25th Percentile £65,000 £55,000 £54,063
Median annual salary (50th Percentile) £85,000 £75,000 £70,000
Median % change year-on-year +13.33% +7.14% +12.00%
75th Percentile £115,000 £102,500 £87,500
90th Percentile £135,000 £132,500 £107,500
UK median annual salary £85,000 £75,000 £70,000
% change year-on-year +13.33% +7.14% +12.00%

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 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 30,890 12,947 34,289
As % of all permanent IT jobs advertised in England 27.93% 28.83% 27.26%
Number of salaries quoted 20,170 11,077 28,771
10th Percentile £35,000 £34,000 £31,500
25th Percentile £42,500 £42,500 £38,750
Median annual salary (50th Percentile) £59,000 £55,000 £52,500
Median % change year-on-year +7.27% +4.76% +5.00%
75th Percentile £77,500 £73,250 £71,250
90th Percentile £95,000 £90,000 £87,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Amazon DynamoDB
Job Vacancy Trend in England

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

Job vacancy trend for Amazon DynamoDB in England

Amazon DynamoDB
Salary Trend in England

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

Salary trend for Amazon DynamoDB in England

Amazon DynamoDB
Salary Histogram in England

Salary distribution for jobs citing Amazon DynamoDB in England over the 6 months to 20 October 2021.

Salary histogram for Amazon DynamoDB in England

Amazon 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 Amazon DynamoDB within the England region over the 6 months to 20 October 2021. 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
Job
Vacancies
London +79 1,163 £95,000 - 83
North of England -65 112 £61,250 +28.95% 25
South East -97 110 £60,000 -7.69% 10
South West -36 72 £55,000 +15.79% 4
North West -74 53 £62,500 +13.64% 16
Yorkshire -72 49 £62,500 +52.44% 7
Midlands -90 47 £65,000 +44.44% 22
East Midlands -48 28 £65,000 +8.33% 8
East of England -88 19 £70,000 +55.56% 6
West Midlands -95 19 £70,000 +55.56% 14
North East -24 10 £45,000 +33.33% 2
Amazon DynamoDB
UK

For the 6 months to 20 October 2021, 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 across the England region with a requirement for Amazon DynamoDB.

1 1,490 (96.63%) AWS
2 985 (63.88%) Serverless
3 893 (57.91%) Agile Software Development
4 868 (56.29%) Software Engineering
5 821 (53.24%) AWS Lambda
6 710 (46.04%) Docker
7 705 (45.72%) React
8 663 (43.00%) Python
9 654 (42.41%) JavaScript
10 631 (40.92%) Amazon S3
11 602 (39.04%) Node.js
12 591 (38.33%) Terraform
13 575 (37.29%) Kubernetes
14 558 (36.19%) Finance
15 545 (35.34%) Java
16 541 (35.08%) Microservices
17 534 (34.63%) Full Stack Development
18 513 (33.27%) TypeScript
19 502 (32.56%) Web Services
20 477 (30.93%) PostgreSQL
21 450 (29.18%) DevOps
22 422 (27.37%) Amazon SQS
23 395 (25.62%) NoSQL
24 379 (24.58%) Amazon RDS
25 332 (21.53%) SQL
26 320 (20.75%) MySQL
27 295 (19.13%) C#
28 289 (18.74%) Amazon EC2
29 288 (18.68%) GCP
30 285 (18.48%) Asset Management

Amazon 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
1 174 (11.28%) Elasticsearch
2 154 (9.99%) Apache
3 145 (9.40%) Apache Spark
4 56 (3.63%) Confluence
5 44 (2.85%) Cloud Foundry
6 37 (2.40%) Apache Airflow
7 15 (0.97%) Jupyter
8 13 (0.84%) nginx
9 12 (0.78%) Apache Pulsar
10 10 (0.65%) Apache Solr
11 9 (0.58%) IBM Domino
11 9 (0.58%) WordPress
12 8 (0.52%) Luigi
12 8 (0.52%) MQSeries
13 7 (0.45%) Traefik
14 6 (0.39%) Apache Pig
15 5 (0.32%) Tomcat
16 4 (0.26%) Ethereum
17 2 (0.13%) Mule ESB
17 2 (0.13%) Red Hat Fuse
Applications
1 10 (0.65%) Adobe Premiere
1 10 (0.65%) Final Cut Pro
2 9 (0.58%) MS Visio
2 9 (0.58%) Spreadsheet
3 2 (0.13%) Microsoft Excel
4 1 (0.065%) Revit
Business Applications
1 6 (0.39%) Summit
2 4 (0.26%) Dynamics CRM
3 1 (0.065%) Magento
Cloud Services
1 1,490 (96.63%) AWS
2 985 (63.88%) Serverless
3 821 (53.24%) AWS Lambda
4 631 (40.92%) Amazon S3
5 422 (27.37%) Amazon SQS
6 289 (18.74%) Amazon EC2
7 288 (18.68%) GCP
8 271 (17.57%) AWS Step Functions
9 267 (17.32%) Azure
10 262 (16.99%) Amazon Kinesis
11 184 (11.93%) AWS CloudFormation
12 157 (10.18%) Amazon ECS
13 133 (8.63%) GitHub
14 128 (8.30%) SaaS
15 120 (7.78%) Amazon CloudWatch
16 99 (6.42%) Amazon EKS
17 93 (6.03%) CloudFront
18 64 (4.15%) Amazon EMR
19 60 (3.89%) Amazon Cognito
20 59 (3.83%) AWS Fargate
Communications & Networking
1 37 (2.40%) DNS
1 37 (2.40%) HTTP
2 27 (1.75%) Cisco IPT
3 24 (1.56%) Broadband
4 21 (1.36%) AMQP
5 16 (1.04%) WebEx
6 13 (0.84%) MQTT
7 11 (0.71%) Internet
8 9 (0.58%) VPN
9 8 (0.52%) Firewall
10 6 (0.39%) RTP
11 1 (0.065%) HTTPS
11 1 (0.065%) Network Security
11 1 (0.065%) SSH
11 1 (0.065%) tcpdump
11 1 (0.065%) Wireshark
Database & Business Intelligence
1 477 (30.93%) PostgreSQL
2 395 (25.62%) NoSQL
3 379 (24.58%) Amazon RDS
4 320 (20.75%) MySQL
5 248 (16.08%) Relational Database
6 203 (13.16%) SQL Server
7 190 (12.32%) MongoDB
8 178 (11.54%) Redis
9 145 (9.40%) Big Data
10 129 (8.37%) Amazon Redshift
11 115 (7.46%) Amazon Athena
12 104 (6.74%) Apache Ignite
13 92 (5.97%) Hadoop
14 85 (5.51%) Amazon Aurora
15 61 (3.96%) Apache Cassandra
16 49 (3.18%) MariaDB
17 48 (3.11%) HBase
18 38 (2.46%) Data Lake
19 37 (2.40%) RDBMS
20 33 (2.14%) Electronic Patient Records
Development Applications
1 237 (15.37%) Jenkins
2 199 (12.91%) Git (software)
3 88 (5.71%) GitLab
4 83 (5.38%) JIRA
5 82 (5.32%) Selenium
6 77 (4.99%) CircleCI
7 69 (4.47%) Cypress.io
8 67 (4.35%) TeamCity
9 64 (4.15%) Atlassian Bamboo
9 64 (4.15%) Octopus Deploy
10 60 (3.89%) SonarQube
11 53 (3.44%) Bitbucket
12 40 (2.59%) Postman
12 40 (2.59%) webpack
13 37 (2.40%) Team Foundation Server
14 36 (2.33%) Travis CI
15 28 (1.82%) Babel
16 25 (1.62%) IBM UrbanCode
17 24 (1.56%) JMeter
17 24 (1.56%) Maven
General
1 558 (36.19%) Finance
2 263 (17.06%) Front Office
3 243 (15.76%) Social Skills
4 214 (13.88%) Games
5 101 (6.55%) Presentation Skills
6 100 (6.49%) Retail
7 99 (6.42%) Banking
8 78 (5.06%) Inclusion and Diversity
9 64 (4.15%) Law
10 61 (3.96%) Influencing Skills
11 44 (2.85%) Analytical Skills
12 26 (1.69%) Marketing
13 20 (1.30%) Public Sector
14 19 (1.23%) Automotive
15 16 (1.04%) Manufacturing
16 14 (0.91%) Telecoms
17 13 (0.84%) Legal
18 12 (0.78%) Financial Institution
19 11 (0.71%) Public Speaking
20 10 (0.65%) Wearables
Job Titles
1 635 (41.18%) Developer
2 597 (38.72%) Software Engineer
3 249 (16.15%) Developer/Software Engineer
4 196 (12.71%) Senior Software Engineer
5 170 (11.02%) React Developer
6 164 (10.64%) Python Engineer
7 141 (9.14%) Python Developer
8 123 (7.98%) AWS Engineer
9 116 (7.52%) Python Software Engineer
10 109 (7.07%) Senior Developer
11 98 (6.36%) AWS Developer
11 98 (6.36%) Full Stack Developer
12 76 (4.93%) Technical Leader
13 74 (4.80%) DevOps Engineer
14 64 (4.15%) JavaScript Developer
15 62 (4.02%) Java Developer
16 58 (3.76%) Data Engineer
17 53 (3.44%) Backend Developer
18 50 (3.24%) Principal Engineer
19 45 (2.92%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 705 (45.72%) React
2 602 (39.04%) Node.js
3 502 (32.56%) Web Services
4 283 (18.35%) AngularJS
5 260 (16.86%) REST
6 246 (15.95%) Kafka
7 229 (14.85%) Vue.js
8 209 (13.55%) GraphQL
9 198 (12.84%) .NET
10 168 (10.89%) Spring
11 163 (10.57%) .NET Core
12 161 (10.44%) Material-UI
13 152 (9.86%) RESTful
14 115 (7.46%) Redux
15 112 (7.26%) Spring Boot
16 111 (7.20%) RabbitMQ
17 99 (6.42%) Jest
18 94 (6.10%) .NET Framework
19 90 (5.84%) React Native
20 82 (5.32%) Serverless Framework
Miscellaneous
1 152 (9.86%) User Experience
2 107 (6.94%) Derivative
3 106 (6.87%) Hedge funds
4 105 (6.81%) Equities
5 104 (6.74%) Fixed Income
5 104 (6.74%) Foreign Exchange (FX)
6 93 (6.03%) Mobile App
7 44 (2.85%) Greenfield Project
8 43 (2.79%) Social Media
9 37 (2.40%) Blog
10 30 (1.95%) Cloud Native
10 30 (1.95%) Video\Live Streaming
11 24 (1.56%) Renewable Energy
11 24 (1.56%) Self-Motivation
12 23 (1.49%) Algorithms
13 22 (1.43%) Legacy Systems
14 20 (1.30%) Data Structures
14 20 (1.30%) Enterprise Software
15 18 (1.17%) Driving Licence
15 18 (1.17%) Video on Demand
Operating Systems
1 116 (7.52%) Linux
2 66 (4.28%) Windows
3 64 (4.15%) Unix
4 58 (3.76%) Android
5 50 (3.24%) Apple iOS
6 25 (1.62%) Mesosphere
7 13 (0.84%) Windows Server
8 2 (0.13%) Mac OS
9 1 (0.065%) VMS
Processes & Methodologies
1 893 (57.91%) Agile Software Development
2 868 (56.29%) Software Engineering
3 541 (35.08%) Microservices
4 534 (34.63%) Full Stack Development
5 450 (29.18%) DevOps
6 285 (18.48%) Asset Management
7 281 (18.22%) Event-Driven
8 277 (17.96%) TDD
9 255 (16.54%) Event-Driven Architecture
10 248 (16.08%) Continuous Integration
10 248 (16.08%) Test Automation
11 198 (12.84%) Mentoring
12 184 (11.93%) Continuous Improvement
13 179 (11.61%) Investment Management
14 177 (11.48%) Scrum
15 169 (10.96%) Technical Leadership
16 157 (10.18%) Infrastructure as Code
17 155 (10.05%) Continuous Delivery
18 154 (9.99%) Problem-Solving
19 141 (9.14%) Computer Science
Programming Languages
1 663 (43.00%) Python
2 654 (42.41%) JavaScript
3 545 (35.34%) Java
4 513 (33.27%) TypeScript
5 332 (21.53%) SQL
6 295 (19.13%) C#
7 217 (14.07%) Scala
8 192 (12.45%) Go
9 157 (10.18%) Kotlin
10 116 (7.52%) Clojure
11 71 (4.60%) ES6
12 57 (3.70%) Bash Shell
12 57 (3.70%) PowerShell
13 50 (3.24%) C++
14 45 (2.92%) Java 8
15 41 (2.66%) PHP
16 37 (2.40%) Ruby
17 35 (2.27%) Rust
18 17 (1.10%) C
18 17 (1.10%) Perl
Qualifications
1 242 (15.69%) Degree
2 73 (4.73%) AWS Certification
3 56 (3.63%) Computer Science Degree
4 52 (3.37%) Master's Degree
5 27 (1.75%) (ISC)2 CCSP
5 27 (1.75%) Cisco Certification
5 27 (1.75%) CISSP
6 14 (0.91%) CCSP
7 9 (0.58%) Numerate Degree
8 8 (0.52%) DBS Check
8 8 (0.52%) SC Cleared
8 8 (0.52%) Security Cleared
9 4 (0.26%) PhD
10 2 (0.13%) ISTQB
10 2 (0.13%) ISTQB Foundation Certification
11 1 (0.065%) ITIL Certification
11 1 (0.065%) MCSA
11 1 (0.065%) Microsoft Certification
11 1 (0.065%) PMP
Quality Assurance & Compliance
1 110 (7.13%) QA
2 46 (2.98%) GDPR
3 27 (1.75%) Accessibility
4 8 (0.52%) ISO/IEC 27001
5 5 (0.32%) Data Quality
6 4 (0.26%) PCI DSS
6 4 (0.26%) WCAG
7 2 (0.13%) ISO 8583
7 2 (0.13%) MiFID
7 2 (0.13%) PSD2
8 1 (0.065%) SEPA
8 1 (0.065%) SLA
System Software
1 710 (46.04%) Docker
2 17 (1.10%) ISA Server
3 12 (0.78%) Apache ZooKeeper
4 7 (0.45%) VMware Infrastructure
5 2 (0.13%) Active Directory
6 1 (0.065%) Varnish
Systems Management
1 591 (38.33%) Terraform
2 575 (37.29%) Kubernetes
3 143 (9.27%) Ansible
4 91 (5.90%) Opscode Chef
5 77 (4.99%) Prometheus
6 48 (3.11%) Kibana
6 48 (3.11%) Puppet
7 38 (2.46%) Grafana
8 37 (2.40%) logstash
9 34 (2.20%) Consul
9 34 (2.20%) Istio
10 25 (1.62%) Automic
11 22 (1.43%) Mesos
12 17 (1.10%) Pingdom
13 12 (0.78%) HAProxy
13 12 (0.78%) MIIS
13 12 (0.78%) Opsgenie
13 12 (0.78%) ZABBIX
14 10 (0.65%) Docker Swarm
14 10 (0.65%) yum
Vendors
1 162 (10.51%) Google
2 106 (6.87%) Oracle
3 101 (6.55%) Microsoft
4 35 (2.27%) Samsung
5 34 (2.20%) Splunk
6 31 (2.01%) Databricks
7 20 (1.30%) New Relic
8 19 (1.23%) Facebook
9 16 (1.04%) ServiceNow
10 15 (0.97%) Apple
10 15 (0.97%) Spotify
11 14 (0.91%) BT
12 13 (0.84%) Netlify
13 12 (0.78%) Instagram
13 12 (0.78%) Sun
13 12 (0.78%) Twitter
13 12 (0.78%) YouTube
14 11 (0.71%) Solace
14 11 (0.71%) TIBCO
15 10 (0.65%) Informatica