Period
to 2 April 2020

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

Amazon DynamoDB
UK
6 months to
2 Apr 2020
Same period 2019 Same period 2018
Rank 443 511 709
Rank change year-on-year +68 +198 +131
Permanent jobs citing Amazon DynamoDB 724 802 546
As % of all permanent jobs advertised in the UK 0.62% 0.54% 0.31%
As % of the Database & Business Intelligence category 2.31% 1.91% 1.01%
Number of salaries quoted 646 603 491
Median annual salary £72,500 £67,500 £65,000
Median salary % change year-on-year +7.41% +3.85% +8.33%
10th Percentile £42,500 £39,000 £35,250
90th Percentile £156,250 £99,750 £90,000
UK excluding London median annual salary £57,500 £50,000 £55,000
% change year-on-year +15.00% -9.09% +4.76%

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 31,291 42,023 54,306
As % of all permanent IT jobs advertised in the UK 26.71% 28.38% 30.68%
Number of salaries quoted 25,575 34,511 45,391
Median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,375
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 2 April 2020.

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 2 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
England +68 687 £75,000 +11.11% 97
London +104 441 £85,000 +13.33% 61
UK excluding London +24 281 £57,500 +15.00% 42
North of England +98 121 £60,000 +9.09% 18
North West +51 84 £60,000 +6.67% 11
South East +46 48 £60,000 +26.32% 8
Work from Home +18 45 £65,000 +13.04% 13
Yorkshire +62 35 £57,500 +4.55% 2
Midlands +50 34 £57,000 +8.57% 6
South West -64 31 £50,000 -25.93% 3
West Midlands +37 26 £62,000 +24.00% 4
Scotland +60 25 £60,000 - 3
East of England +50 11 £32,500 -40.91% 1
East Midlands +34 8 £50,000 -9.09% 2
Northern Ireland +19 6 - -
Wales -9 4 £52,500 +16.67% 3
North East +4 2 £49,608 +41.74% 5

For the 6 months to 2 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 with a requirement for Amazon DynamoDB.

1 684 (94.48%) AWS
2 384 (53.04%) Python
3 382 (52.76%) Agile Software Development
4 317 (43.78%) Java
5 268 (37.02%) JavaScript
6 261 (36.05%) Serverless
7 254 (35.08%) AWS Lambda
8 241 (33.29%) Software Engineering
9 238 (32.87%) Amazon S3
10 234 (32.32%) C#
11 223 (30.80%) Finance
12 221 (30.52%) Web Services
13 217 (29.97%) Analytics
14 213 (29.42%) DevOps
15 212 (29.28%) PostgreSQL
16 200 (27.62%) NoSQL
17 197 (27.21%) Amazon Athena
18 182 (25.14%) Docker
19 168 (23.20%) Artificial Intelligence
20 156 (21.55%) Node.js
20 156 (21.55%) Mentoring
21 155 (21.41%) Azure
21 155 (21.41%) Migration
22 153 (21.13%) SQL
23 152 (20.99%) Amazon EC2
24 149 (20.58%) MongoDB
25 148 (20.44%) C++
26 144 (19.89%) Amazon RDS
26 144 (19.89%) Kubernetes
27 143 (19.75%) Banking

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
1 111 (15.33%) Elasticsearch
2 52 (7.18%) Apache Spark
3 35 (4.83%) Confluence
4 23 (3.18%) Apache Airflow
5 19 (2.62%) Apache
6 18 (2.49%) Luigi
7 15 (2.07%) Tomcat
8 14 (1.93%) nginx
9 8 (1.10%) IIS
10 4 (0.55%) Adobe Experience Manager
10 4 (0.55%) Cloud Foundry
10 4 (0.55%) Jupyter
10 4 (0.55%) WebSphere
11 2 (0.28%) CMS
11 2 (0.28%) Gluu
11 2 (0.28%) SharePoint
12 1 (0.14%) Documentum
12 1 (0.14%) JBoss
12 1 (0.14%) Oracle Workflow
12 1 (0.14%) SAS
Applications
1 1 (0.14%) Figma
1 1 (0.14%) Microsoft Excel
1 1 (0.14%) Microsoft PowerPoint
1 1 (0.14%) Photoshop
1 1 (0.14%) Simulink
1 1 (0.14%) Sketch
Business Applications
1 110 (15.19%) FINCAD Analytics
2 4 (0.55%) Markit EDM
2 4 (0.55%) SimCorp Dimension
3 3 (0.41%) Payment Gateway
4 1 (0.14%) Oracle Cash Management
4 1 (0.14%) PolarLake
4 1 (0.14%) Remedy ITSM
4 1 (0.14%) Sentinel
Cloud Services
1 684 (94.48%) AWS
2 261 (36.05%) Serverless
3 254 (35.08%) AWS Lambda
4 238 (32.87%) Amazon S3
5 155 (21.41%) Azure
6 152 (20.99%) Amazon EC2
7 112 (15.47%) AWS CloudFormation
8 110 (15.19%) Amazon Kinesis
9 107 (14.78%) GCP
10 100 (13.81%) Amazon ECS
11 68 (9.39%) Amazon CloudWatch
12 66 (9.12%) Amazon EMR
13 64 (8.84%) Amazon SQS
14 52 (7.18%) Amazon Cognito
15 47 (6.49%) Virtual Private Cloud
16 38 (5.25%) CloudFront
16 38 (5.25%) Route 53
17 34 (4.70%) PaaS
18 30 (4.14%) Cloud Computing
19 29 (4.01%) SaaS
Communications & Networking
1 19 (2.62%) HTTP
2 18 (2.49%) DNS
3 10 (1.38%) Firewall
3 10 (1.38%) SSL
4 9 (1.24%) DHCP
5 7 (0.97%) Internet
6 6 (0.83%) TCP/IP
7 5 (0.69%) Network Security
8 4 (0.55%) ATM
9 3 (0.41%) Bluetooth
9 3 (0.41%) VPN
9 3 (0.41%) Wi-Fi
9 3 (0.41%) ZigBee
10 2 (0.28%) Intrusion Detection
10 2 (0.28%) OpenLDAP
10 2 (0.28%) OpenVPN
10 2 (0.28%) SMS
10 2 (0.28%) SSH
10 2 (0.28%) tcpdump
10 2 (0.28%) WAN
Database & Business Intelligence
1 212 (29.28%) PostgreSQL
2 200 (27.62%) NoSQL
3 197 (27.21%) Amazon Athena
4 149 (20.58%) MongoDB
5 144 (19.89%) Amazon RDS
6 115 (15.88%) Big Data
7 101 (13.95%) Relational Database
8 97 (13.40%) SQL Server
9 93 (12.85%) MySQL
10 86 (11.88%) Apache Cassandra
11 82 (11.33%) Amazon Redshift
12 58 (8.01%) Hadoop
13 57 (7.87%) RDBMS
14 47 (6.49%) Redis
15 39 (5.39%) Data Warehouse
16 32 (4.42%) Amazon Aurora
17 31 (4.28%) Apache Hive
18 23 (3.18%) Snowflake Schema
19 21 (2.90%) BigQuery
20 20 (2.76%) Data Lake
Development Applications
1 109 (15.06%) Git (software)
2 78 (10.77%) Jenkins
3 58 (8.01%) JIRA
4 27 (3.73%) Bitbucket
5 21 (2.90%) GitLab
6 17 (2.35%) Maven
7 16 (2.21%) Cucumber
7 16 (2.21%) ERwin
8 15 (2.07%) SonarQube
9 14 (1.93%) JUnit
10 13 (1.80%) Atlassian Bamboo
11 12 (1.66%) Artifactory
11 12 (1.66%) PowerDesigner
12 11 (1.52%) CircleCI
12 11 (1.52%) webpack
13 10 (1.38%) Sonatype Nexus
14 9 (1.24%) Selenium
15 8 (1.10%) Vagrant
15 8 (1.10%) Visual Studio
16 7 (0.97%) Octopus Deploy
General
1 223 (30.80%) Finance
2 143 (19.75%) Banking
3 126 (17.40%) Front Office
4 20 (2.76%) Law
5 15 (2.07%) Automotive
5 15 (2.07%) Marketing
5 15 (2.07%) Retail
6 8 (1.10%) Public Sector
7 7 (0.97%) Telecoms
8 6 (0.83%) Publishing
9 5 (0.69%) Games
10 4 (0.55%) Legal
11 3 (0.41%) Advertising
11 3 (0.41%) Billing
11 3 (0.41%) Electronics
11 3 (0.41%) Manufacturing
12 2 (0.28%) Investment Banking
12 2 (0.28%) Retail Banking
13 1 (0.14%) Local Government
Job Titles
1 174 (24.03%) Developer
2 93 (12.85%) Data Engineer
3 89 (12.29%) Architect
4 80 (11.05%) Software Engineer
5 78 (10.77%) AWS Engineer
6 52 (7.18%) DevOps Engineer
7 50 (6.91%) Data Architect
8 43 (5.94%) Analytics Manager
9 42 (5.80%) Engineering Manager
10 41 (5.66%) Development Manager
11 39 (5.39%) AWS Developer
12 36 (4.97%) Python Engineer
13 31 (4.28%) Software Manager
14 29 (4.01%) Delivery Manager
15 28 (3.87%) Software Delivery Manager
16 27 (3.73%) Java Developer
16 27 (3.73%) Senior Developer
16 27 (3.73%) Software Developer
17 26 (3.59%) AWS Architect
17 26 (3.59%) Consultant
Libraries, Frameworks & Software Standards
1 221 (30.52%) Web Services
2 156 (21.55%) Node.js
3 116 (16.02%) J2EE
4 108 (14.92%) React
5 105 (14.50%) .NET
5 105 (14.50%) Kafka
6 88 (12.15%) HTML
7 82 (11.33%) AngularJS
7 82 (11.33%) CSS
8 76 (10.50%) REST
9 43 (5.94%) GraphQL
9 43 (5.94%) HTML5
10 42 (5.80%) .NET Core
10 42 (5.80%) Spring Boot
11 41 (5.66%) Spring
12 40 (5.52%) RESTful
13 38 (5.25%) Elastic Stack
14 23 (3.18%) CSS3
14 23 (3.18%) Spark Streaming
15 21 (2.90%) JSON
Miscellaneous
1 122 (16.85%) Hedge funds
2 121 (16.71%) Fixed Income
3 116 (16.02%) Derivative
4 38 (5.25%) Greenfield Project
5 37 (5.11%) Cloud Native
6 34 (4.70%) Analytical Skills
7 29 (4.01%) Data Structures
8 28 (3.87%) Equities
8 28 (3.87%) Management Information System
9 26 (3.59%) Enterprise Software
9 26 (3.59%) Equity Derivative
10 25 (3.45%) Exotic Derivative
10 25 (3.45%) Reference Data
11 21 (2.90%) Public Cloud
12 18 (2.49%) Algorithms
12 18 (2.49%) Self-Motivation
13 16 (2.21%) Hybrid Cloud
13 16 (2.21%) Mobile App
14 14 (1.93%) Foreign Exchange (FX)
15 9 (1.24%) Private Cloud
Operating Systems
1 76 (10.50%) Linux
2 32 (4.42%) Windows
3 31 (4.28%) Android
4 29 (4.01%) Unix
5 25 (3.45%) Apple iOS
6 16 (2.21%) Windows Server
7 11 (1.52%) Windows Server 2012
8 8 (1.10%) Ubuntu
9 5 (0.69%) CoreOS
10 4 (0.55%) Debian
10 4 (0.55%) Red Hat Enterprise Linux
10 4 (0.55%) VME
11 3 (0.41%) CentOS
11 3 (0.41%) Mac OS X
12 1 (0.14%) Amazon Linux
12 1 (0.14%) Fedora
12 1 (0.14%) SUSE
12 1 (0.14%) Windows Server 2016
Processes & Methodologies
1 382 (52.76%) Agile Software Development
2 241 (33.29%) Software Engineering
3 217 (29.97%) Analytics
4 213 (29.42%) DevOps
5 168 (23.20%) Artificial Intelligence
6 156 (21.55%) Mentoring
7 155 (21.41%) Migration
8 126 (17.40%) Decision-Making
9 117 (16.16%) Asset Management
10 116 (16.02%) Investment Management
11 115 (15.88%) Microservices
12 114 (15.75%) Data Analytics
12 114 (15.75%) Performance Management
13 110 (15.19%) TDD
14 109 (15.06%) Performance Attribution
15 81 (11.19%) Scrum
16 79 (10.91%) ETL
17 78 (10.77%) Continuous Integration
18 68 (9.39%) Computer Science
19 65 (8.98%) Fintech
Programming Languages
1 384 (53.04%) Python
2 317 (43.78%) Java
3 268 (37.02%) JavaScript
4 234 (32.32%) C#
5 153 (21.13%) SQL
6 148 (20.44%) C++
7 118 (16.30%) Kotlin
8 76 (10.50%) Scala
9 63 (8.70%) TypeScript
10 50 (6.91%) Go
11 43 (5.94%) PHP
12 41 (5.66%) Bash Shell
13 23 (3.18%) Java 8
14 20 (2.76%) Ruby
15 16 (2.21%) ES6
16 14 (1.93%) PowerShell
17 9 (1.24%) Clojure
18 8 (1.10%) Perl
19 5 (0.69%) PL/SQL
19 5 (0.69%) T-SQL
Qualifications
1 79 (10.91%) Degree
2 47 (6.49%) AWS Certification
2 47 (6.49%) Computer Science Degree
3 12 (1.66%) Master's Degree
4 6 (0.83%) ITIL Certification
5 5 (0.69%) CESG Certified Professional
5 5 (0.69%) Microsoft Certification
6 4 (0.55%) HND
7 2 (0.28%) MCSA
7 2 (0.28%) SC Cleared
7 2 (0.28%) Security Cleared
8 1 (0.14%) ISEB
8 1 (0.14%) PhD
8 1 (0.14%) RHCE
8 1 (0.14%) RHCSA
Quality Assurance & Compliance
1 34 (4.70%) QA
2 24 (3.31%) Data Quality
3 4 (0.55%) GDPR
4 3 (0.41%) ISO/IEC 27001
4 3 (0.41%) SLA
System Software
1 182 (25.14%) Docker
2 13 (1.80%) Active Directory
3 12 (1.66%) VMware Infrastructure
4 9 (1.24%) HDFS
5 8 (1.10%) Hyper-V
5 8 (1.10%) Virtual Machines
6 5 (0.69%) Apache Flume
6 5 (0.69%) GlusterFS
6 5 (0.69%) VirtualBox
7 4 (0.55%) Apache ZooKeeper
8 3 (0.41%) iptables
9 2 (0.28%) Varnish
10 1 (0.14%) Firmware
10 1 (0.14%) Kamailio
10 1 (0.14%) OpenSSH
10 1 (0.14%) Virtual Servers
Systems Management
1 144 (19.89%) Kubernetes
2 104 (14.36%) Terraform
3 81 (11.19%) Ansible
4 43 (5.94%) Kibana
5 37 (5.11%) logstash
6 29 (4.01%) Opscode Chef
7 23 (3.18%) Puppet
8 16 (2.21%) Packer
9 11 (1.52%) Istio
10 9 (1.24%) Hadoop YARN
10 9 (1.24%) linkerd
10 9 (1.24%) Nagios
11 8 (1.10%) Grafana
12 7 (0.97%) OSSEC
12 7 (0.97%) Prometheus
13 6 (0.83%) Rancher
14 4 (0.55%) Mesos
15 2 (0.28%) Consul
15 2 (0.28%) Failover Clustering
15 2 (0.28%) Perfmon
Vendors
1 110 (15.19%) Bloomberg
2 73 (10.08%) Google
3 48 (6.63%) Oracle
4 38 (5.25%) Splunk
5 34 (4.70%) Microsoft
6 21 (2.90%) Talend
7 16 (2.21%) Atlassian
8 15 (2.07%) Tableau
9 14 (1.93%) Sage
10 13 (1.80%) Informatica
10 13 (1.80%) VMware
11 10 (1.38%) Citrix
12 9 (1.24%) Databricks
12 9 (1.24%) SaltStack
13 8 (1.10%) SAP
14 7 (0.97%) IBM
14 7 (0.97%) New Relic
15 6 (0.83%) Dynatrace
15 6 (0.83%) ServiceNow
15 6 (0.83%) Xamarin