Period
to 4 July 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 4 July 2020 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
4 Jul 2020
Same period 2019 Same period 2018
Rank 411 558 671
Rank change year-on-year +147 +113 +102
Permanent jobs citing Amazon DynamoDB 516 711 613
As % of all permanent jobs advertised in the UK 0.65% 0.48% 0.35%
As % of the Database & Business Intelligence category 2.43% 1.75% 1.13%
Number of salaries quoted 472 594 547
Median annual salary £72,500 £67,500 £62,500
Median salary % change year-on-year +7.41% +8.00% -
10th Percentile £40,000 £42,150 £37,500
90th Percentile £132,500 £95,000 £85,000
UK excluding London median annual salary £52,500 £55,000 £55,500
% change year-on-year -4.55% -0.90% +5.71%

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 21,264 40,681 54,273
As % of all permanent IT jobs advertised in the UK 26.95% 27.71% 30.56%
Number of salaries quoted 17,325 33,322 44,432
Median annual salary £55,000 £52,000 £50,000
Median salary % change year-on-year +5.77% +4.00% +5.26%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £90,000 £85,000 £80,250
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 4 July 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 4 July 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 +132 497 £72,500 +7.41% 48
London +81 311 £82,500 +13.79% 30
UK excluding London +178 204 £52,500 -4.55% 24
North of England +124 77 £57,500 - 8
Work from Home +47 48 £65,000 - 2
North West +86 46 £60,000 -1.64% 3
South East +126 38 £72,500 +52.63% 6
South West +95 31 £47,500 -5.00% 1
Midlands +86 29 £50,000 -16.67% 2
Yorkshire +112 26 £50,000 -9.09% 3
West Midlands +70 22 £45,000 -21.05% 1
Scotland +99 11 £42,500 -15.00%
East of England +99 9 £30,000 -25.00% 1
East Midlands +55 7 £50,000 -23.08% 1
Northern Ireland - 6 - -
North East +25 5 £32,500 -39.81% 2
Wales +20 2 £47,500 -5.00% 6

For the 6 months to 4 July 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.

1 493 (95.54%) AWS
2 276 (53.49%) Python
3 261 (50.58%) Agile Software Development
4 228 (44.19%) Java
5 197 (38.18%) Serverless
6 193 (37.40%) JavaScript
7 183 (35.47%) Software Engineering
8 179 (34.69%) Amazon S3
8 179 (34.69%) DevOps
9 177 (34.30%) AWS Lambda
10 149 (28.88%) PostgreSQL
11 146 (28.29%) C#
11 146 (28.29%) NoSQL
12 141 (27.33%) SQL
13 140 (27.13%) Finance
14 131 (25.39%) Analytics
15 130 (25.19%) Docker
16 126 (24.42%) Amazon EC2
17 120 (23.26%) MongoDB
17 120 (23.26%) Node.js
18 118 (22.87%) Kubernetes
19 116 (22.48%) React
20 111 (21.51%) Web Services
21 109 (21.12%) MySQL
22 107 (20.74%) Microservices
23 102 (19.77%) TDD
24 98 (18.99%) Mentoring
25 97 (18.80%) AngularJS
26 95 (18.41%) Artificial Intelligence
27 94 (18.22%) Migration

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 62 (12.02%) Elasticsearch
2 43 (8.33%) Apache Spark
3 34 (6.59%) Confluence
4 24 (4.65%) Apache Airflow
5 16 (3.10%) Luigi
6 12 (2.33%) Apache
7 10 (1.94%) Tomcat
8 6 (1.16%) Cloud Foundry
9 5 (0.97%) IIS
10 4 (0.78%) Jupyter
11 3 (0.58%) Gluu
12 2 (0.39%) BizTalk Server
12 2 (0.39%) Drupal
12 2 (0.39%) WebSphere
13 1 (0.19%) Alfresco
13 1 (0.19%) Documentum
13 1 (0.19%) nginx
13 1 (0.19%) Oracle Workflow
13 1 (0.19%) WebLogic
Applications
1 1 (0.19%) Microsoft Excel
1 1 (0.19%) Microsoft PowerPoint
Business Applications
1 55 (10.66%) FINCAD Analytics
2 5 (0.97%) Payment Gateway
3 4 (0.78%) Markit EDM
3 4 (0.78%) SimCorp Dimension
4 2 (0.39%) Dynamics CRM
4 2 (0.39%) Sparx Enterprise Architect
5 1 (0.19%) Oracle Cash Management
5 1 (0.19%) Remedy ITSM
5 1 (0.19%) Sentinel
Cloud Services
1 493 (95.54%) AWS
2 197 (38.18%) Serverless
3 179 (34.69%) Amazon S3
4 177 (34.30%) AWS Lambda
5 126 (24.42%) Amazon EC2
6 86 (16.67%) Azure
7 83 (16.09%) AWS CloudFormation
8 68 (13.18%) Amazon ECS
8 68 (13.18%) Amazon Kinesis
9 66 (12.79%) Amazon SQS
10 62 (12.02%) GCP
11 46 (8.91%) Amazon EMR
12 45 (8.72%) SaaS
13 35 (6.78%) Route 53
14 32 (6.20%) Amazon CloudWatch
15 29 (5.62%) Virtual Private Cloud
16 28 (5.43%) Amazon Cognito
16 28 (5.43%) GitHub
17 20 (3.88%) AWS Elastic Beanstalk
18 19 (3.68%) Amazon ElastiCache
Communications & Networking
1 18 (3.49%) HTTP
2 11 (2.13%) SSL
3 9 (1.74%) Firewall
3 9 (1.74%) VPN
4 8 (1.55%) DNS
5 5 (0.97%) TCP/IP
6 4 (0.78%) Network Security
7 3 (0.58%) Bluetooth
7 3 (0.58%) Intrusion Detection
7 3 (0.58%) OpenLDAP
7 3 (0.58%) OpenVPN
7 3 (0.58%) tcpdump
7 3 (0.58%) Wi-Fi
7 3 (0.58%) ZigBee
8 2 (0.39%) Internet
9 1 (0.19%) BIG-IP
9 1 (0.19%) CTI
9 1 (0.19%) DAB
9 1 (0.19%) NetScaler
9 1 (0.19%) VoIP
Database & Business Intelligence
1 149 (28.88%) PostgreSQL
2 146 (28.29%) NoSQL
3 120 (23.26%) MongoDB
4 109 (21.12%) MySQL
5 94 (18.22%) Amazon RDS
6 89 (17.25%) Amazon Athena
7 82 (15.89%) Relational Database
7 82 (15.89%) SQL Server
8 71 (13.76%) Apache Cassandra
9 65 (12.60%) Amazon Redshift
10 52 (10.08%) Big Data
11 40 (7.75%) RDBMS
11 40 (7.75%) Redis
12 32 (6.20%) Hadoop
13 31 (6.01%) Data Warehouse
14 23 (4.46%) BigQuery
15 22 (4.26%) Amazon Aurora
16 19 (3.68%) CouchDB
17 18 (3.49%) Snowflake Schema
18 17 (3.29%) OLTP
Development Applications
1 68 (13.18%) Git (software)
2 66 (12.79%) Jenkins
3 42 (8.14%) JIRA
4 34 (6.59%) Bitbucket
5 16 (3.10%) Atlassian Bamboo
6 15 (2.91%) ERwin
6 15 (2.91%) PowerDesigner
6 15 (2.91%) Vagrant
7 14 (2.71%) Artifactory
7 14 (2.71%) Codeship
7 14 (2.71%) Sonatype Nexus
8 13 (2.52%) CircleCI
9 11 (2.13%) Bitbucket Server
9 11 (2.13%) SonarQube
9 11 (2.13%) Visual Studio
10 10 (1.94%) JUnit
10 10 (1.94%) Octopus Deploy
10 10 (1.94%) TeamCity
11 9 (1.74%) Selenium
12 8 (1.55%) Mocha
General
1 140 (27.13%) Finance
2 84 (16.28%) Banking
3 79 (15.31%) Front Office
4 18 (3.49%) Law
5 14 (2.71%) Investment Banking
6 12 (2.33%) Retail
7 11 (2.13%) Automotive
8 10 (1.94%) Marketing
9 7 (1.36%) Legal
10 6 (1.16%) Games
10 6 (1.16%) Publishing
11 4 (0.78%) Advertising
11 4 (0.78%) Telecoms
12 2 (0.39%) Electronics
12 2 (0.39%) Manufacturing
12 2 (0.39%) Public Sector
12 2 (0.39%) Retail Banking
13 1 (0.19%) Billing
13 1 (0.19%) Financial Institution
Job Titles
1 167 (32.36%) Developer
2 79 (15.31%) Software Engineer
3 55 (10.66%) Data Engineer
4 53 (10.27%) DevOps Engineer
5 52 (10.08%) Architect
6 51 (9.88%) AWS Engineer
7 39 (7.56%) AWS Developer
8 37 (7.17%) Finance Manager
9 34 (6.59%) Python Engineer
10 32 (6.20%) Data Architect
11 29 (5.62%) Senior Developer
12 28 (5.43%) Python Developer
13 26 (5.04%) AWS DevOps
14 25 (4.84%) Full Stack Developer
15 23 (4.46%) Engineering Manager
15 23 (4.46%) Node.js Developer
16 22 (4.26%) Development Manager
16 22 (4.26%) Python Software Engineer
17 21 (4.07%) Java Developer
18 17 (3.29%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 120 (23.26%) Node.js
2 116 (22.48%) React
3 111 (21.51%) Web Services
4 97 (18.80%) AngularJS
5 81 (15.70%) Kafka
6 78 (15.12%) .NET
7 74 (14.34%) HTML
8 67 (12.98%) REST
9 66 (12.79%) CSS
10 55 (10.66%) J2EE
11 40 (7.75%) .NET Core
11 40 (7.75%) HTML5
12 39 (7.56%) RESTful
13 35 (6.78%) Spring
14 32 (6.20%) Spring Boot
15 31 (6.01%) Vue.js
16 26 (5.04%) .NET Framework
17 24 (4.65%) GraphQL
17 24 (4.65%) Lambda Expressions
18 20 (3.88%) Spark Streaming
Miscellaneous
1 79 (15.31%) Hedge funds
2 74 (14.34%) Fixed Income
3 70 (13.57%) Derivative
4 36 (6.98%) Analytical Skills
5 32 (6.20%) Foreign Exchange (FX)
6 27 (5.23%) Management Information System
7 25 (4.84%) Greenfield Project
8 24 (4.65%) Cloud Native
9 22 (4.26%) Data Structures
10 21 (4.07%) Reference Data
11 20 (3.88%) Equities
12 16 (3.10%) Mobile App
12 16 (3.10%) Self-Motivation
13 14 (2.71%) Public Cloud
14 9 (1.74%) User Experience
15 7 (1.36%) Enterprise Software
16 6 (1.16%) Algorithms
17 5 (0.97%) CESG
17 5 (0.97%) Hybrid Cloud
17 5 (0.97%) Video\Live Streaming
Operating Systems
1 57 (11.05%) Linux
2 23 (4.46%) Android
2 23 (4.46%) Windows
3 19 (3.68%) Apple iOS
3 19 (3.68%) Unix
4 11 (2.13%) CoreOS
4 11 (2.13%) Windows Server
5 9 (1.74%) Red Hat Enterprise Linux
6 8 (1.55%) CentOS
6 8 (1.55%) Ubuntu
7 5 (0.97%) Windows Server 2012
8 3 (0.58%) Debian
8 3 (0.58%) Mac OS X
9 2 (0.39%) DC/OS
9 2 (0.39%) Windows Server 2016
Processes & Methodologies
1 261 (50.58%) Agile Software Development
2 183 (35.47%) Software Engineering
3 179 (34.69%) DevOps
4 131 (25.39%) Analytics
5 107 (20.74%) Microservices
6 102 (19.77%) TDD
7 98 (18.99%) Mentoring
8 95 (18.41%) Artificial Intelligence
9 94 (18.22%) Migration
10 81 (15.70%) Continuous Integration
11 75 (14.53%) Investment Management
12 70 (13.57%) Asset Management
13 66 (12.79%) Fintech
14 63 (12.21%) Decision-Making
15 61 (11.82%) Computer Science
15 61 (11.82%) Scrum
16 60 (11.63%) Performance Management
17 59 (11.43%) Data Analytics
18 55 (10.66%) Performance Attribution
19 49 (9.50%) Problem-Solving
Programming Languages
1 276 (53.49%) Python
2 228 (44.19%) Java
3 193 (37.40%) JavaScript
4 146 (28.29%) C#
5 141 (27.33%) SQL
6 91 (17.64%) C++
7 77 (14.92%) Kotlin
8 55 (10.66%) Scala
9 43 (8.33%) Go
10 37 (7.17%) Bash Shell
11 35 (6.78%) PHP
12 33 (6.40%) TypeScript
13 29 (5.62%) Java 8
14 22 (4.26%) Ruby
15 17 (3.29%) PowerShell
16 16 (3.10%) Clojure
17 11 (2.13%) PL/SQL
18 10 (1.94%) ES6
19 6 (1.16%) Perl
20 5 (0.97%) VB.NET
Qualifications
1 70 (13.57%) Degree
2 48 (9.30%) Computer Science Degree
3 40 (7.75%) AWS Certification
4 15 (2.91%) Master's Degree
5 5 (0.97%) CESG Certified Professional
5 5 (0.97%) ITIL Certification
6 4 (0.78%) HND
7 3 (0.58%) Microsoft Certification
8 2 (0.39%) SC Cleared
8 2 (0.39%) Security Cleared
9 1 (0.19%) ISEB
Quality Assurance & Compliance
1 28 (5.43%) QA
2 21 (4.07%) Data Quality
3 3 (0.58%) ISO/IEC 27001
4 2 (0.39%) GDPR
System Software
1 130 (25.19%) Docker
2 11 (2.13%) GlusterFS
2 11 (2.13%) VirtualBox
3 8 (1.55%) Apache ZooKeeper
4 4 (0.78%) Apache Flume
5 3 (0.58%) iptables
5 3 (0.58%) VMware Infrastructure
6 2 (0.39%) Active Directory
6 2 (0.39%) HDFS
6 2 (0.39%) Virtual Servers
7 1 (0.19%) Hyper-V
7 1 (0.19%) Kamailio
7 1 (0.19%) Varnish
7 1 (0.19%) Virtual Machines
Systems Management
1 118 (22.87%) Kubernetes
2 90 (17.44%) Terraform
3 69 (13.37%) Ansible
4 24 (4.65%) Kibana
5 22 (4.26%) Opscode Chef
5 22 (4.26%) Puppet
6 19 (3.68%) logstash
7 15 (2.91%) Nagios
8 8 (1.55%) OSSEC
9 6 (1.16%) Mesos
10 5 (0.97%) Istio
10 5 (0.97%) Packer
11 3 (0.58%) linkerd
11 3 (0.58%) Marathon
11 3 (0.58%) Munin
12 2 (0.39%) Consul
12 2 (0.39%) Grafana
12 2 (0.39%) Hadoop YARN
12 2 (0.39%) Single Sign-On
13 1 (0.19%) Graphite
Vendors
1 55 (10.66%) Bloomberg
2 45 (8.72%) Oracle
3 41 (7.95%) Microsoft
4 33 (6.40%) Google
5 26 (5.04%) Splunk
6 13 (2.52%) Red Hat
7 12 (2.33%) Atlassian
7 12 (2.33%) New Relic
7 12 (2.33%) Tableau
8 11 (2.13%) Talend
9 9 (1.74%) Informatica
10 8 (1.55%) Cisco
11 7 (1.36%) AppDynamics
12 6 (1.16%) Remedy
12 6 (1.16%) Sage
13 5 (0.97%) F5
13 5 (0.97%) Xamarin
14 4 (0.78%) Calypso
14 4 (0.78%) Charles River
14 4 (0.78%) SimCorp