Period
to 6 April 2020

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 6 April 2020 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK > England
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 428 502 687
Rank change year-on-year +74 +185 +125
Permanent jobs citing Amazon DynamoDB 688 771 523
As % of all permanent jobs advertised in England 0.64% 0.56% 0.31%
As % of the Database & Business Intelligence category 2.39% 1.97% 1.02%
Number of salaries quoted 616 575 481
Median annual salary £75,000 £67,500 £65,000
Median salary % change year-on-year +11.11% +3.85% +8.33%
10th Percentile £45,000 £41,250 £35,250
90th Percentile £157,500 £100,000 £90,000
UK median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% +8.33%

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 28,760 39,083 51,091
As % of all permanent IT jobs advertised in England 26.66% 28.24% 30.75%
Number of salaries quoted 23,712 32,356 42,926
Median annual salary £53,931 £52,500 £50,000
Median salary % change year-on-year +2.73% +5.00% +5.26%
10th Percentile £32,500 £31,250 £31,000
90th Percentile £90,000 £86,250 £80,000
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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 6 April 2020.

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 6 April 2020. 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 +110 444 £85,000 +13.33% 52
North of England +99 120 £60,000 +9.09% 16
North West +54 83 £60,000 +6.67% 9
South East +36 47 £56,250 +18.42% 7
Yorkshire +60 35 £57,500 +4.55% 2
Midlands +47 34 £57,000 +3.64% 6
South West -71 31 £50,000 -25.93% 2
West Midlands +43 26 £62,000 +24.00% 4
East of England +44 11 £32,500 -40.91% 1
East Midlands +34 8 £50,000 -9.09% 2
North East 0 2 £49,608 +41.74% 5
South Coast - 1 - -
Amazon DynamoDB
UK

For the 6 months to 6 April 2020, 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.

1 648 (94.19%) AWS
2 360 (52.33%) Agile Software Development
3 352 (51.16%) Python
4 312 (45.35%) Java
5 251 (36.48%) JavaScript
6 237 (34.45%) Serverless
7 236 (34.30%) Software Engineering
8 230 (33.43%) C#
9 229 (33.28%) AWS Lambda
10 221 (32.12%) Finance
11 215 (31.25%) Analytics
12 214 (31.10%) Amazon S3
13 206 (29.94%) Web Services
14 205 (29.80%) DevOps
15 202 (29.36%) PostgreSQL
16 190 (27.62%) NoSQL
17 182 (26.45%) Amazon Athena
18 168 (24.42%) Docker
19 166 (24.13%) Artificial Intelligence
20 157 (22.82%) Mentoring
21 156 (22.67%) Migration
22 148 (21.51%) MongoDB
23 146 (21.22%) Amazon EC2
23 146 (21.22%) C++
24 143 (20.78%) SQL
25 142 (20.64%) Banking
26 141 (20.49%) Amazon RDS
27 139 (20.20%) Azure
28 137 (19.91%) Node.js
29 132 (19.19%) Kubernetes

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 94 (13.66%) Elasticsearch
2 52 (7.56%) Apache Spark
3 35 (5.09%) Confluence
4 23 (3.34%) Apache Airflow
5 18 (2.62%) Apache
5 18 (2.62%) Luigi
6 14 (2.03%) Tomcat
7 8 (1.16%) IIS
7 8 (1.16%) nginx
8 4 (0.58%) Adobe Experience Manager
8 4 (0.58%) Cloud Foundry
8 4 (0.58%) Jupyter
8 4 (0.58%) WebSphere
9 2 (0.29%) CMS
9 2 (0.29%) SharePoint
10 1 (0.15%) Documentum
10 1 (0.15%) JBoss
10 1 (0.15%) Oracle Workflow
10 1 (0.15%) SAS
10 1 (0.15%) WebLogic
Applications
1 1 (0.15%) Figma
1 1 (0.15%) Microsoft Excel
1 1 (0.15%) Microsoft PowerPoint
1 1 (0.15%) Photoshop
1 1 (0.15%) Simulink
1 1 (0.15%) Sketch
Business Applications
1 110 (15.99%) FINCAD Analytics
2 4 (0.58%) Markit EDM
2 4 (0.58%) Payment Gateway
2 4 (0.58%) SimCorp Dimension
3 1 (0.15%) PolarLake
3 1 (0.15%) Remedy ITSM
Cloud Services
1 648 (94.19%) AWS
2 237 (34.45%) Serverless
3 229 (33.28%) AWS Lambda
4 214 (31.10%) Amazon S3
5 146 (21.22%) Amazon EC2
6 139 (20.20%) Azure
7 105 (15.26%) AWS CloudFormation
8 94 (13.66%) GCP
9 91 (13.23%) Amazon Kinesis
10 81 (11.77%) Amazon ECS
11 63 (9.16%) Amazon EMR
12 60 (8.72%) Amazon SQS
13 52 (7.56%) Amazon CloudWatch
14 50 (7.27%) Amazon Cognito
15 47 (6.83%) Virtual Private Cloud
16 38 (5.52%) CloudFront
16 38 (5.52%) Route 53
17 30 (4.36%) Cloud Computing
17 30 (4.36%) GitHub
18 28 (4.07%) SaaS
Communications & Networking
1 18 (2.62%) DNS
2 17 (2.47%) HTTP
3 9 (1.31%) DHCP
4 8 (1.16%) SSL
5 7 (1.02%) Firewall
5 7 (1.02%) Internet
6 6 (0.87%) TCP/IP
7 5 (0.73%) Network Security
8 4 (0.58%) ATM
9 3 (0.44%) Bluetooth
9 3 (0.44%) Wi-Fi
9 3 (0.44%) ZigBee
10 2 (0.29%) SMS
10 2 (0.29%) SSH
10 2 (0.29%) WAN
11 1 (0.15%) CTI
11 1 (0.15%) DAB
11 1 (0.15%) VoIP
11 1 (0.15%) VPN
11 1 (0.15%) Wireless
Database & Business Intelligence
1 202 (29.36%) PostgreSQL
2 190 (27.62%) NoSQL
3 182 (26.45%) Amazon Athena
4 148 (21.51%) MongoDB
5 141 (20.49%) Amazon RDS
6 113 (16.42%) Big Data
7 100 (14.53%) Relational Database
8 93 (13.52%) SQL Server
9 91 (13.23%) MySQL
10 82 (11.92%) Amazon Redshift
11 79 (11.48%) Apache Cassandra
12 58 (8.43%) Hadoop
13 56 (8.14%) RDBMS
14 47 (6.83%) Redis
15 36 (5.23%) Data Warehouse
16 31 (4.51%) Apache Hive
17 26 (3.78%) Amazon Aurora
18 23 (3.34%) Snowflake Schema
19 21 (3.05%) BigQuery
20 19 (2.76%) Data Lake
Development Applications
1 99 (14.39%) Git (software)
2 76 (11.05%) Jenkins
3 57 (8.28%) JIRA
4 27 (3.92%) Bitbucket
5 22 (3.20%) GitLab
6 16 (2.33%) ERwin
6 16 (2.33%) Maven
7 14 (2.03%) JUnit
7 14 (2.03%) SonarQube
8 13 (1.89%) Atlassian Bamboo
9 12 (1.74%) PowerDesigner
10 11 (1.60%) Artifactory
10 11 (1.60%) CircleCI
11 10 (1.45%) Cucumber
12 9 (1.31%) Sonatype Nexus
13 8 (1.16%) Visual Studio
14 7 (1.02%) GoCD
14 7 (1.02%) Jasmine
14 7 (1.02%) Mockito
14 7 (1.02%) Octopus Deploy
General
1 221 (32.12%) Finance
2 142 (20.64%) Banking
3 126 (18.31%) Front Office
4 19 (2.76%) Law
5 15 (2.18%) Automotive
5 15 (2.18%) Marketing
6 13 (1.89%) Retail
7 8 (1.16%) Public Sector
8 7 (1.02%) Telecoms
9 6 (0.87%) Games
9 6 (0.87%) Publishing
10 5 (0.73%) Legal
11 3 (0.44%) Advertising
11 3 (0.44%) Billing
11 3 (0.44%) Electronics
11 3 (0.44%) Manufacturing
12 2 (0.29%) Investment Banking
12 2 (0.29%) Retail Banking
Job Titles
1 163 (23.69%) Developer
2 93 (13.52%) Data Engineer
3 88 (12.79%) Architect
4 78 (11.34%) AWS Engineer
5 75 (10.90%) Software Engineer
6 52 (7.56%) DevOps Engineer
7 49 (7.12%) Data Architect
8 43 (6.25%) Analytics Manager
9 42 (6.10%) Engineering Manager
10 41 (5.96%) Development Manager
11 37 (5.38%) AWS Developer
12 34 (4.94%) Python Engineer
13 31 (4.51%) Software Manager
14 29 (4.22%) Delivery Manager
15 28 (4.07%) Software Delivery Manager
16 27 (3.92%) Senior Developer
17 26 (3.78%) Finance Manager
17 26 (3.78%) Java Developer
17 26 (3.78%) Software Developer
17 26 (3.78%) Solutions Architect
Libraries, Frameworks & Software Standards
1 206 (29.94%) Web Services
2 137 (19.91%) Node.js
3 116 (16.86%) J2EE
4 105 (15.26%) Kafka
5 102 (14.83%) .NET
5 102 (14.83%) React
6 81 (11.77%) AngularJS
7 75 (10.90%) REST
8 71 (10.32%) HTML
9 65 (9.45%) CSS
10 43 (6.25%) HTML5
11 42 (6.10%) .NET Core
11 42 (6.10%) GraphQL
11 42 (6.10%) Spring Boot
12 40 (5.81%) RESTful
13 38 (5.52%) Spring
14 23 (3.34%) CSS3
14 23 (3.34%) Spark Streaming
15 21 (3.05%) Elastic Stack
15 21 (3.05%) JSON
Miscellaneous
1 123 (17.88%) Hedge funds
2 121 (17.59%) Fixed Income
3 116 (16.86%) Derivative
4 38 (5.52%) Cloud Native
5 36 (5.23%) Greenfield Project
6 34 (4.94%) Analytical Skills
7 29 (4.22%) Data Structures
7 29 (4.22%) Equities
8 28 (4.07%) Management Information System
9 26 (3.78%) Enterprise Software
9 26 (3.78%) Equity Derivative
10 25 (3.63%) Exotic Derivative
10 25 (3.63%) Reference Data
11 20 (2.91%) Public Cloud
12 19 (2.76%) Self-Motivation
13 18 (2.62%) Algorithms
14 16 (2.33%) Hybrid Cloud
14 16 (2.33%) Mobile App
15 15 (2.18%) Foreign Exchange (FX)
16 9 (1.31%) Private Cloud
Operating Systems
1 70 (10.17%) Linux
2 32 (4.65%) Windows
3 31 (4.51%) Android
4 26 (3.78%) Unix
5 25 (3.63%) Apple iOS
6 15 (2.18%) Windows Server
7 12 (1.74%) Windows Server 2012
8 5 (0.73%) CoreOS
8 5 (0.73%) Ubuntu
9 4 (0.58%) VME
10 3 (0.44%) CentOS
10 3 (0.44%) Mac OS X
10 3 (0.44%) Red Hat Enterprise Linux
11 2 (0.29%) Debian
11 2 (0.29%) Windows Server 2016
12 1 (0.15%) Amazon Linux
12 1 (0.15%) Fedora
12 1 (0.15%) SUSE
Processes & Methodologies
1 360 (52.33%) Agile Software Development
2 236 (34.30%) Software Engineering
3 215 (31.25%) Analytics
4 205 (29.80%) DevOps
5 166 (24.13%) Artificial Intelligence
6 157 (22.82%) Mentoring
7 156 (22.67%) Migration
8 123 (17.88%) Decision-Making
9 117 (17.01%) Asset Management
10 116 (16.86%) Investment Management
11 114 (16.57%) Data Analytics
11 114 (16.57%) Performance Management
12 111 (16.13%) Microservices
13 109 (15.84%) Performance Attribution
14 101 (14.68%) TDD
15 81 (11.77%) Scrum
16 76 (11.05%) ETL
17 73 (10.61%) Continuous Integration
18 62 (9.01%) Computer Science
19 61 (8.87%) Problem-Solving
Programming Languages
1 352 (51.16%) Python
2 312 (45.35%) Java
3 251 (36.48%) JavaScript
4 230 (33.43%) C#
5 146 (21.22%) C++
6 143 (20.78%) SQL
7 117 (17.01%) Kotlin
8 76 (11.05%) Scala
9 63 (9.16%) TypeScript
10 43 (6.25%) PHP
11 42 (6.10%) Go
12 39 (5.67%) Bash Shell
13 23 (3.34%) Java 8
14 21 (3.05%) Ruby
15 14 (2.03%) PowerShell
16 12 (1.74%) ES6
17 9 (1.31%) Clojure
18 8 (1.16%) Perl
19 5 (0.73%) PL/SQL
19 5 (0.73%) T-SQL
Qualifications
1 73 (10.61%) Degree
2 47 (6.83%) AWS Certification
2 47 (6.83%) Computer Science Degree
3 12 (1.74%) Master's Degree
4 6 (0.87%) ITIL Certification
5 5 (0.73%) CESG Certified Professional
5 5 (0.73%) Microsoft Certification
6 4 (0.58%) HND
7 2 (0.29%) MCSA
7 2 (0.29%) SC Cleared
7 2 (0.29%) Security Cleared
8 1 (0.15%) ISEB
8 1 (0.15%) PhD
8 1 (0.15%) RHCE
8 1 (0.15%) RHCSA
Quality Assurance & Compliance
1 34 (4.94%) QA
2 24 (3.49%) Data Quality
3 4 (0.58%) GDPR
4 3 (0.44%) SLA
5 1 (0.15%) ISO/IEC 27001
System Software
1 168 (24.42%) Docker
2 13 (1.89%) Active Directory
2 13 (1.89%) VMware Infrastructure
3 9 (1.31%) HDFS
4 8 (1.16%) Hyper-V
4 8 (1.16%) Virtual Machines
5 5 (0.73%) Apache Flume
5 5 (0.73%) GlusterFS
5 5 (0.73%) VirtualBox
6 4 (0.58%) Apache ZooKeeper
7 2 (0.29%) Varnish
7 2 (0.29%) Virtual Servers
8 1 (0.15%) Firmware
8 1 (0.15%) iptables
8 1 (0.15%) Kamailio
8 1 (0.15%) OpenSSH
Systems Management
1 132 (19.19%) Kubernetes
2 99 (14.39%) Terraform
3 78 (11.34%) Ansible
4 29 (4.22%) Opscode Chef
5 26 (3.78%) Kibana
6 21 (3.05%) Puppet
7 20 (2.91%) logstash
8 14 (2.03%) Packer
9 11 (1.60%) Istio
10 9 (1.31%) Hadoop YARN
10 9 (1.31%) linkerd
11 8 (1.16%) Grafana
12 7 (1.02%) Prometheus
13 6 (0.87%) Nagios
14 5 (0.73%) Mesos
14 5 (0.73%) OSSEC
15 2 (0.29%) Failover Clustering
15 2 (0.29%) Perfmon
16 1 (0.15%) Marathon
16 1 (0.15%) Rancher
Vendors
1 110 (15.99%) Bloomberg
2 68 (9.88%) Google
3 44 (6.40%) Oracle
4 35 (5.09%) Microsoft
5 22 (3.20%) Splunk
6 21 (3.05%) Talend
7 16 (2.33%) Atlassian
8 15 (2.18%) Tableau
9 14 (2.03%) Sage
9 14 (2.03%) VMware
10 13 (1.89%) Informatica
11 10 (1.45%) SaltStack
12 9 (1.31%) Citrix
12 9 (1.31%) Databricks
13 8 (1.16%) SAP
14 6 (0.87%) IBM
14 6 (0.87%) New Relic
14 6 (0.87%) Red Hat
14 6 (0.87%) ServiceNow
14 6 (0.87%) Xamarin