Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 29 July 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 29 July 2021 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK > England
6 months to
29 Jul 2021		 Same period 2020 Same period 2019
Rank 263 405 534
Rank change year-on-year +142 +129 +131
Permanent jobs citing Amazon DynamoDB 1,341 428 678
As % of all permanent jobs advertised in England 1.34% 0.67% 0.51%
As % of the Database & Business Intelligence category 4.76% 2.43% 1.84%
Number of salaries quoted 647 372 544
10th Percentile £47,500 £42,500 £44,125
25th Percentile £61,250 £53,750 £52,500
Median annual salary (50th Percentile) £85,000 £75,000 £67,500
Median % change year-on-year +13.33% +11.11% +8.00%
75th Percentile £107,500 £100,000 £85,000
90th Percentile £135,000 £132,500 £95,000
UK median annual salary £82,500 £75,000 £67,500
% change year-on-year +10.00% +11.11% +8.43%

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 28,146 17,615 36,933
As % of all permanent IT jobs advertised in England 28.16% 27.73% 27.75%
Number of salaries quoted 19,083 14,606 30,894
10th Percentile £35,000 £32,500 £31,427
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £77,500 £73,750 £70,000
90th Percentile £93,750 £90,000 £86,250
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

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 29 July 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 29 July 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 +147 1,016 £90,000 +7.46% 86
North of England -23 96 £60,000 +9.09% 19
South West -17 91 £55,000 +15.79% 8
South East -44 78 £60,000 -17.24% 10
Yorkshire -48 46 £60,000 +26.32% 4
North West -37 41 £62,500 - 12
Midlands -77 36 £65,000 +30.00% 14
East Midlands -34 20 £65,000 -27.78% 5
West Midlands -73 16 £70,000 +55.56% 8
North East -18 9 £45,000 +38.46% 3
East of England -34 7 £57,500 +91.67% 15
Amazon DynamoDB
UK

For the 6 months to 29 July 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 1,304 (97.24%) AWS
2 778 (58.02%) Serverless
3 747 (55.70%) Agile Software Development
4 728 (54.29%) Software Engineering
5 648 (48.32%) AWS Lambda
6 620 (46.23%) Docker
7 569 (42.43%) React
8 551 (41.09%) Microservices
8 551 (41.09%) JavaScript
9 519 (38.70%) Terraform
10 505 (37.66%) Kubernetes
11 502 (37.43%) Java
12 490 (36.54%) Python
13 488 (36.39%) Node.js
14 466 (34.75%) Amazon S3
15 459 (34.23%) PostgreSQL
16 452 (33.71%) Finance
17 440 (32.81%) Web Services
17 440 (32.81%) TypeScript
18 423 (31.54%) Full Stack Development
19 380 (28.34%) DevOps
20 353 (26.32%) Amazon SQS
21 325 (24.24%) NoSQL
22 306 (22.82%) SQL
23 300 (22.37%) MySQL
24 272 (20.28%) Amazon RDS
25 271 (20.21%) GCP
26 266 (19.84%) AngularJS
27 250 (18.64%) Jenkins
28 247 (18.42%) C#

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
1 145 (10.81%) Elasticsearch
2 105 (7.83%) Apache
3 102 (7.61%) Apache Spark
4 39 (2.91%) Cloud Foundry
5 30 (2.24%) Confluence
6 28 (2.09%) Apache Airflow
7 16 (1.19%) Tomcat
8 14 (1.04%) nginx
9 12 (0.89%) Apache Pulsar
10 8 (0.60%) JBoss
10 8 (0.60%) Luigi
10 8 (0.60%) Mule
10 8 (0.60%) Mule ESB
10 8 (0.60%) Red Hat Fuse
11 6 (0.45%) Apache Solr
11 6 (0.45%) Traefik
12 5 (0.37%) MQSeries
12 5 (0.37%) WordPress
13 4 (0.30%) Oracle Workflow
14 3 (0.22%) Apache Pig
Applications
1 6 (0.45%) Adobe Premiere
1 6 (0.45%) Final Cut Pro
2 4 (0.30%) Microsoft Excel
2 4 (0.30%) MS Visio
3 1 (0.075%) Revit
Business Applications
1 6 (0.45%) Summit
2 2 (0.15%) Dynamics CRM
Cloud Services
1 1,304 (97.24%) AWS
2 778 (58.02%) Serverless
3 648 (48.32%) AWS Lambda
4 466 (34.75%) Amazon S3
5 353 (26.32%) Amazon SQS
6 271 (20.21%) GCP
7 241 (17.97%) Amazon EC2
8 232 (17.30%) Azure
9 214 (15.96%) Amazon Kinesis
10 190 (14.17%) AWS Step Functions
11 130 (9.69%) AWS CloudFormation
12 111 (8.28%) Amazon ECS
12 111 (8.28%) SaaS
13 103 (7.68%) GitHub
14 97 (7.23%) Amazon CloudWatch
15 77 (5.74%) CloudFront
16 62 (4.62%) Amazon EKS
17 59 (4.40%) AWS Fargate
18 56 (4.18%) Amazon Cognito
19 31 (2.31%) Amazon EMR
Communications & Networking
1 31 (2.31%) HTTP
2 18 (1.34%) DNS
3 13 (0.97%) Broadband
4 11 (0.82%) Internet
4 11 (0.82%) WebEx
5 6 (0.45%) MQTT
6 5 (0.37%) RTP
7 2 (0.15%) AMQP
7 2 (0.15%) Cisco IPT
7 2 (0.15%) DHCP
7 2 (0.15%) SAN
7 2 (0.15%) VPN
8 1 (0.075%) Firewall
8 1 (0.075%) Network Security
8 1 (0.075%) tcpdump
8 1 (0.075%) Wireshark
Database & Business Intelligence
1 459 (34.23%) PostgreSQL
2 325 (24.24%) NoSQL
3 300 (22.37%) MySQL
4 272 (20.28%) Amazon RDS
5 208 (15.51%) MongoDB
6 199 (14.84%) Relational Database
7 192 (14.32%) SQL Server
8 115 (8.58%) Redis
9 86 (6.41%) Amazon Redshift
10 77 (5.74%) Apache Ignite
10 77 (5.74%) Big Data
11 63 (4.70%) Hadoop
12 55 (4.10%) Amazon Aurora
13 49 (3.65%) Apache Cassandra
14 45 (3.36%) MariaDB
15 44 (3.28%) Amazon Athena
15 44 (3.28%) HBase
16 36 (2.68%) BigQuery
16 36 (2.68%) RDBMS
17 23 (1.72%) Data Warehouse
Development Applications
1 250 (18.64%) Jenkins
2 156 (11.63%) Git (software)
3 80 (5.97%) GitLab
4 71 (5.29%) JIRA
5 59 (4.40%) TeamCity
6 57 (4.25%) Atlassian Bamboo
7 54 (4.03%) Cypress.io
8 52 (3.88%) CircleCI
9 50 (3.73%) Selenium
10 49 (3.65%) Octopus Deploy
11 45 (3.36%) SonarQube
12 38 (2.83%) Postman
13 29 (2.16%) Bitbucket
14 28 (2.09%) Travis CI
15 25 (1.86%) Babel
15 25 (1.86%) webpack
16 24 (1.79%) JUnit
17 23 (1.72%) Maven
18 21 (1.57%) JMeter
18 21 (1.57%) Team Foundation Server
General
1 452 (33.71%) Finance
2 234 (17.45%) Social Skills
3 209 (15.59%) Games
4 197 (14.69%) Front Office
5 83 (6.19%) Presentation Skills
6 70 (5.22%) Banking
7 69 (5.15%) Retail
8 64 (4.77%) Inclusion and Diversity
9 54 (4.03%) Law
10 44 (3.28%) Influencing Skills
11 43 (3.21%) Marketing
12 32 (2.39%) Analytical Skills
13 30 (2.24%) Public Sector
14 19 (1.42%) Advertising
14 19 (1.42%) Telecoms
15 16 (1.19%) Manufacturing
16 11 (0.82%) Public Speaking
17 9 (0.67%) Electronics
18 7 (0.52%) Financial Institution
18 7 (0.52%) Organisational Skills
Job Titles
1 505 (37.66%) Developer
2 480 (35.79%) Software Engineer
3 181 (13.50%) Senior Software Engineer
4 144 (10.74%) Python Engineer
5 139 (10.37%) Developer/Software Engineer
6 131 (9.77%) React Developer
7 110 (8.20%) AWS Engineer
8 100 (7.46%) AWS Developer
9 93 (6.94%) Java Developer
10 92 (6.86%) Python Developer
11 90 (6.71%) JavaScript Developer
11 90 (6.71%) Python Software Engineer
12 82 (6.11%) Full Stack Developer
13 65 (4.85%) DevOps Engineer
13 65 (4.85%) Senior Developer
14 58 (4.33%) Technical Leader
15 56 (4.18%) JavaScript Engineer
16 47 (3.50%) Principal Engineer
17 46 (3.43%) Architect
18 45 (3.36%) Java Engineer
Libraries, Frameworks & Software Standards
1 569 (42.43%) React
2 488 (36.39%) Node.js
3 440 (32.81%) Web Services
4 266 (19.84%) AngularJS
5 224 (16.70%) REST
6 213 (15.88%) Kafka
7 201 (14.99%) Spring
8 188 (14.02%) GraphQL
9 182 (13.57%) .NET
10 164 (12.23%) Vue.js
11 156 (11.63%) .NET Core
12 153 (11.41%) RESTful
13 141 (10.51%) Spring Boot
14 122 (9.10%) Material-UI
15 98 (7.31%) RabbitMQ
16 92 (6.86%) Redux
17 83 (6.19%) .NET Framework
17 83 (6.19%) Lambda Expressions
18 75 (5.59%) Jest
19 69 (5.15%) React Native
Miscellaneous
1 127 (9.47%) User Experience
2 84 (6.26%) Mobile App
3 78 (5.82%) Equities
3 78 (5.82%) Hedge funds
4 77 (5.74%) Derivative
4 77 (5.74%) Fixed Income
4 77 (5.74%) Foreign Exchange (FX)
5 44 (3.28%) Greenfield Project
6 42 (3.13%) Blog
7 34 (2.54%) Cloud Native
8 32 (2.39%) Self-Motivation
9 20 (1.49%) Legacy Systems
10 19 (1.42%) Renewable Energy
10 19 (1.42%) Video\Live Streaming
11 18 (1.34%) Driving Licence
12 16 (1.19%) Enterprise Software
12 16 (1.19%) Social Media
13 15 (1.12%) Data Protection Act
13 15 (1.12%) Management Information System
13 15 (1.12%) NHS
Operating Systems
1 116 (8.65%) Linux
2 64 (4.77%) Unix
3 53 (3.95%) Windows
4 52 (3.88%) Android
5 44 (3.28%) Apple iOS
6 17 (1.27%) Mesosphere
7 11 (0.82%) Windows Server
8 2 (0.15%) Mac OS
8 2 (0.15%) Mac OS X
Processes & Methodologies
1 747 (55.70%) Agile Software Development
2 728 (54.29%) Software Engineering
3 551 (41.09%) Microservices
4 423 (31.54%) Full Stack Development
5 380 (28.34%) DevOps
6 229 (17.08%) Event-Driven
7 220 (16.41%) Asset Management
8 211 (15.73%) TDD
9 210 (15.66%) Event-Driven Architecture
10 202 (15.06%) Test Automation
11 189 (14.09%) Continuous Integration
12 177 (13.20%) Scrum
13 169 (12.60%) Continuous Delivery
14 145 (10.81%) Continuous Improvement
14 145 (10.81%) Mentoring
15 142 (10.59%) Infrastructure as Code
16 137 (10.22%) Technical Leadership
17 136 (10.14%) Investment Management
17 136 (10.14%) Problem-Solving
18 123 (9.17%) Computer Science
Programming Languages
1 551 (41.09%) JavaScript
2 502 (37.43%) Java
3 490 (36.54%) Python
4 440 (32.81%) TypeScript
5 306 (22.82%) SQL
6 247 (18.42%) C#
7 172 (12.83%) Go
8 164 (12.23%) Scala
9 127 (9.47%) Kotlin
10 89 (6.64%) Clojure
11 54 (4.03%) Java 8
12 42 (3.13%) ES6
13 41 (3.06%) C++
14 32 (2.39%) PHP
15 30 (2.24%) Rust
16 29 (2.16%) Ruby
17 27 (2.01%) PowerShell
18 17 (1.27%) C
18 17 (1.27%) Perl
19 16 (1.19%) Bash Shell
Qualifications
1 193 (14.39%) Degree
2 46 (3.43%) Computer Science Degree
3 38 (2.83%) AWS Certification
4 36 (2.68%) Master's Degree
5 13 (0.97%) Numerate Degree
6 12 (0.89%) SC Cleared
6 12 (0.89%) Security Cleared
7 8 (0.60%) DBS Check
8 4 (0.30%) PhD
9 2 (0.15%) (ISC)2 CCSP
9 2 (0.15%) Cisco Certification
9 2 (0.15%) CISSP
9 2 (0.15%) ISTQB
9 2 (0.15%) ISTQB Foundation Certification
10 1 (0.075%) FFIEC
10 1 (0.075%) ITIL Certification
10 1 (0.075%) MCSA
10 1 (0.075%) Microsoft Certification
Quality Assurance & Compliance
1 86 (6.41%) QA
2 34 (2.54%) GDPR
3 14 (1.04%) Accessibility
4 8 (0.60%) ISO/IEC 27001
5 5 (0.37%) Data Quality
6 2 (0.15%) MiFID
6 2 (0.15%) PCI DSS
7 1 (0.075%) GLBA
7 1 (0.075%) NIST
7 1 (0.075%) PSD2
7 1 (0.075%) SEPA
7 1 (0.075%) SLA
System Software
1 620 (46.23%) Docker
2 14 (1.04%) ISA Server
3 8 (0.60%) Apache ZooKeeper
4 6 (0.45%) VMware Infrastructure
Systems Management
1 519 (38.70%) Terraform
2 505 (37.66%) Kubernetes
3 138 (10.29%) Ansible
4 72 (5.37%) Prometheus
5 71 (5.29%) Opscode Chef
6 44 (3.28%) Grafana
7 41 (3.06%) Puppet
8 31 (2.31%) Kibana
9 26 (1.94%) Istio
10 23 (1.72%) Consul
10 23 (1.72%) logstash
11 18 (1.34%) Mesos
12 17 (1.27%) Automic
13 15 (1.12%) Docker Swarm
13 15 (1.12%) yum
14 9 (0.67%) Pingdom
15 7 (0.52%) Packer
16 6 (0.45%) Failover Clustering
16 6 (0.45%) HP Quality Center
16 6 (0.45%) Rancher
Vendors
1 145 (10.81%) Google
2 104 (7.76%) Oracle
3 69 (5.15%) Microsoft
4 34 (2.54%) Samsung
5 33 (2.46%) Splunk
6 25 (1.86%) Spotify
7 13 (0.97%) Hortonworks
7 13 (0.97%) Netlify
8 11 (0.82%) Cloudera
8 11 (0.82%) Facebook
8 11 (0.82%) Instagram
8 11 (0.82%) New Relic
9 9 (0.67%) BT
9 9 (0.67%) Cisco
9 9 (0.67%) Salesforce.com
9 9 (0.67%) SAP
9 9 (0.67%) TippingPoint
10 8 (0.60%) TIBCO
10 8 (0.60%) Twitter
10 8 (0.60%) Xamarin