Period
to 22 November 2019

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 22 November 2019 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
22 Nov 2019
Same period 2018 Same period 2017
Rank 497 587 701
Rank change year-on-year +90 +114 +262
Permanent jobs citing Amazon DynamoDB 718 718 558
As % of all permanent IT jobs advertised in the UK 0.53% 0.44% 0.31%
As % of the Database & Business Intelligence category 1.98% 1.52% 1.02%
Number of salaries quoted 596 577 467
UK median annual salary £70,000 £61,300 £60,000
Median salary % change year-on-year +14.19% +2.17% +4.35%
10th Percentile £45,000 £38,750 £35,000
90th Percentile £116,250 £95,000 £90,000
UK excluding London median annual salary £65,000 £55,000 £50,000
% change year-on-year +18.18% +10.00% -

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 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 36,347 47,310 54,492
As % of all permanent IT jobs advertised in the UK 26.89% 29.04% 30.22%
Number of salaries quoted 29,988 38,899 44,850
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
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 percentage of all IT jobs advertised.

Job vacancy trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon DynamoDB.

Salary trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Salary Histogram

The salary distribution of IT jobs citing Amazon DynamoDB over the 6 months to 22 November 2019.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 15 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 22 November 2019. 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 +98 707 £70,000 +12.00% 134
London +182 475 £80,000 +14.29% 71
UK excluding London -44 237 £65,000 +18.18% 75
North of England +63 92 £61,000 +35.56% 29
North West +87 76 £60,000 +20.00% 16
South East +13 68 £65,000 +13.04% 15
Midlands +6 41 £70,000 +27.27% 8
West Midlands -24 32 £70,000 +27.27% 3
South West -61 15 £50,000 -16.67% 6
Yorkshire +6 14 £65,000 +66.67% 12
East of England +38 13 £42,500 -22.73% 5
East Midlands +33 9 £70,000 -15.15% 5
Scotland +7 7 £65,000 +23.81% 10
North East +6 2 £60,358 +34.13% 1
Wales +5 1 £55,000 - 2

For the 6 months to 22 November 2019, 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.

1 693 (96.52%) AWS
2 376 (52.37%) Python
3 369 (51.39%) Agile Software Development
4 323 (44.99%) Serverless
5 305 (42.48%) AWS Lambda
6 280 (39.00%) DevOps
7 277 (38.58%) Amazon S3
8 267 (37.19%) Java
9 258 (35.93%) JavaScript
10 246 (34.26%) Web Services
11 222 (30.92%) Docker
12 191 (26.60%) Finance
13 180 (25.07%) Software Engineering
13 180 (25.07%) Node.js
14 171 (23.82%) Amazon EC2
15 168 (23.40%) Azure
16 159 (22.14%) Amazon Athena
17 152 (21.17%) NoSQL
18 146 (20.33%) SQL
18 146 (20.33%) Amazon RDS
18 146 (20.33%) AWS CloudFormation
19 142 (19.78%) C#
20 141 (19.64%) PostgreSQL
21 138 (19.22%) Amazon Kinesis
22 137 (19.08%) Jenkins
23 134 (18.66%) Git (software)
24 129 (17.97%) Microservices
25 128 (17.83%) Terraform
26 127 (17.69%) Linux
27 122 (16.99%) Kubernetes

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
1 116 (16.16%) Elasticsearch
2 38 (5.29%) Confluence
3 31 (4.32%) Apache Spark
4 30 (4.18%) nginx
5 14 (1.95%) Apache
6 9 (1.25%) Tomcat
7 7 (0.97%) Apache Airflow
8 6 (0.84%) CMS
8 6 (0.84%) JBoss
8 6 (0.84%) Mule
8 6 (0.84%) Mule ESB
8 6 (0.84%) OpenStack
8 6 (0.84%) WordPress
9 4 (0.56%) Adobe Experience Manager
9 4 (0.56%) Cloud Foundry
10 3 (0.42%) Apache Pig
10 3 (0.42%) IIS
11 2 (0.28%) NServiceBus
11 2 (0.28%) SharePoint
12 1 (0.14%) Jupyter
Applications
1 8 (1.11%) MS Visio
2 3 (0.42%) Adobe Premiere
2 3 (0.42%) GNU Octave
3 2 (0.28%) Microsoft Excel
3 2 (0.28%) Microsoft PowerPoint
4 1 (0.14%) Figma
4 1 (0.14%) Photoshop
4 1 (0.14%) Simulink
4 1 (0.14%) Sketch
Business Applications
1 49 (6.82%) FINCAD Analytics
2 4 (0.56%) Dynamics CRM
3 2 (0.28%) Remedy ITSM
4 1 (0.14%) PolarLake
Cloud Services
1 693 (96.52%) AWS
2 323 (44.99%) Serverless
3 305 (42.48%) AWS Lambda
4 277 (38.58%) Amazon S3
5 171 (23.82%) Amazon EC2
6 168 (23.40%) Azure
7 146 (20.33%) AWS CloudFormation
8 138 (19.22%) Amazon Kinesis
9 115 (16.02%) Amazon ECS
10 108 (15.04%) Amazon CloudWatch
11 104 (14.48%) GCP
12 96 (13.37%) Amazon SQS
13 82 (11.42%) Virtual Private Cloud
14 69 (9.61%) CloudFront
15 60 (8.36%) GitHub
16 59 (8.22%) Amazon Cognito
17 47 (6.55%) Cloud Computing
18 44 (6.13%) AWS Elastic Beanstalk
19 43 (5.99%) PaaS
19 43 (5.99%) SaaS
Communications & Networking
1 20 (2.79%) Firewall
2 17 (2.37%) Internet
3 13 (1.81%) DNS
3 13 (1.81%) VPN
4 11 (1.53%) HTTP
4 11 (1.53%) SSL
5 9 (1.25%) DHCP
5 9 (1.25%) Network Security
6 7 (0.97%) TCP/IP
7 4 (0.56%) ATM
7 4 (0.56%) CTI
8 3 (0.42%) SMS
8 3 (0.42%) SSH
9 2 (0.28%) WAN
10 1 (0.14%) VLAN
10 1 (0.14%) Wireless
Database & Business Intelligence
1 159 (22.14%) Amazon Athena
2 152 (21.17%) NoSQL
3 146 (20.33%) Amazon RDS
4 141 (19.64%) PostgreSQL
5 110 (15.32%) MongoDB
6 90 (12.53%) Big Data
7 83 (11.56%) MySQL
8 69 (9.61%) Redis
9 64 (8.91%) Relational Database
10 60 (8.36%) Apache Cassandra
10 60 (8.36%) SQL Server
11 57 (7.94%) Amazon Aurora
12 47 (6.55%) Amazon Redshift
13 46 (6.41%) Hadoop
14 44 (6.13%) RDBMS
15 42 (5.85%) Apache Hive
16 23 (3.20%) Azure SQL Database
17 20 (2.79%) Impala
18 19 (2.65%) Amazon QuickSight
18 19 (2.65%) Data Lake
Development Applications
1 137 (19.08%) Jenkins
2 134 (18.66%) Git (software)
3 70 (9.75%) JIRA
4 34 (4.74%) GitLab
5 23 (3.20%) Selenium
6 22 (3.06%) webpack
7 19 (2.65%) Maven
8 18 (2.51%) JUnit
9 16 (2.23%) Artifactory
9 16 (2.23%) IntelliJ
9 16 (2.23%) Subversion
10 14 (1.95%) Cucumber
11 12 (1.67%) Ant
12 11 (1.53%) Appium
12 11 (1.53%) GoCD
13 10 (1.39%) CircleCI
13 10 (1.39%) Team Foundation Server
14 9 (1.25%) WebDriver
15 8 (1.11%) Android Studio
15 8 (1.11%) Bitbucket
General
1 191 (26.60%) Finance
2 77 (10.72%) Front Office
3 62 (8.64%) Banking
4 49 (6.82%) Retail
5 42 (5.85%) Public Sector
6 40 (5.57%) Manufacturing
7 39 (5.43%) Marketing
8 35 (4.87%) Electronics
8 35 (4.87%) Telecoms
9 14 (1.95%) Law
10 12 (1.67%) Publishing
11 8 (1.11%) Billing
11 8 (1.11%) Games
12 7 (0.97%) Advertising
13 2 (0.28%) Automotive
14 1 (0.14%) Back Office
14 1 (0.14%) Investment Banking
14 1 (0.14%) Local Government
Job Titles
1 224 (31.20%) Developer
2 97 (13.51%) Architect
3 91 (12.67%) AWS Engineer
4 89 (12.40%) Software Engineer
5 85 (11.84%) DevOps Engineer
6 59 (8.22%) Python Developer
7 58 (8.08%) AWS DevOps
8 57 (7.94%) AWS DevOps Engineer
9 50 (6.96%) AWS Developer
10 44 (6.13%) Data Engineer
11 37 (5.15%) Cloud Engineer
11 37 (5.15%) Java Developer
12 34 (4.74%) Senior Developer
13 33 (4.60%) Cloud Architect
14 32 (4.46%) Solutions Architect
15 31 (4.32%) AWS Architect
15 31 (4.32%) Data Architect
15 31 (4.32%) Python Engineer
16 29 (4.04%) Consultant
16 29 (4.04%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 246 (34.26%) Web Services
2 180 (25.07%) Node.js
3 119 (16.57%) React
4 114 (15.88%) CSS
5 113 (15.74%) HTML
6 110 (15.32%) .NET
7 88 (12.26%) AngularJS
8 76 (10.58%) J2EE
9 75 (10.45%) RESTful
10 62 (8.64%) HTML5
11 60 (8.36%) Kafka
12 56 (7.80%) REST
13 51 (7.10%) Spring
14 47 (6.55%) Elastic Stack
14 47 (6.55%) JSON
15 42 (5.85%) Spring Boot
16 41 (5.71%) CSS3
17 39 (5.43%) XML
18 34 (4.74%) GraphQL
19 32 (4.46%) .NET Core
Miscellaneous
1 77 (10.72%) Fixed Income
2 60 (8.36%) Greenfield Project
3 53 (7.38%) Hedge funds
4 49 (6.82%) Derivative
5 46 (6.41%) Public Cloud
6 44 (6.13%) Equities
7 41 (5.71%) Self-Motivation
8 34 (4.74%) Cloud Native
9 33 (4.60%) Equity Derivative
10 31 (4.32%) Algorithms
10 31 (4.32%) Linux Command Line
11 30 (4.18%) Hybrid Cloud
12 25 (3.48%) Exotic Derivative
13 24 (3.34%) Private Cloud
14 23 (3.20%) Analytical Skills
15 22 (3.06%) Data Centre
15 22 (3.06%) Foreign Exchange (FX)
16 19 (2.65%) Reference Data
16 19 (2.65%) User Experience
17 18 (2.51%) Mobile App
Operating Systems
1 127 (17.69%) Linux
2 55 (7.66%) Windows
3 27 (3.76%) Android
4 24 (3.34%) Unix
5 16 (2.23%) Apple iOS
6 14 (1.95%) Windows Server
7 12 (1.67%) CentOS
8 8 (1.11%) Windows 7
8 8 (1.11%) Windows 8
9 7 (0.97%) Red Hat Enterprise Linux
9 7 (0.97%) Windows Server 2012
10 6 (0.84%) Ubuntu
10 6 (0.84%) VME
11 5 (0.70%) Debian
12 4 (0.56%) Fedora
12 4 (0.56%) Windows Server 2008
13 3 (0.42%) Mac OS X
14 2 (0.28%) Mac OS
15 1 (0.14%) Amazon Linux
15 1 (0.14%) Mesosphere
Processes & Methodologies
1 369 (51.39%) Agile Software Development
2 280 (39.00%) DevOps
3 180 (25.07%) Software Engineering
4 129 (17.97%) Microservices
5 120 (16.71%) Mentoring
6 101 (14.07%) Scrum
7 92 (12.81%) Analytics
8 88 (12.26%) Asset Management
8 88 (12.26%) Continuous Integration
9 84 (11.70%) Infrastructure as Code
10 81 (11.28%) Migration
11 79 (11.00%) Artificial Intelligence
12 75 (10.45%) TDD
13 68 (9.47%) Machine Learning
14 64 (8.91%) Fintech
15 60 (8.36%) Test Automation
16 59 (8.22%) Continuous Delivery
17 58 (8.08%) Decision-Making
18 51 (7.10%) Business Intelligence
19 49 (6.82%) Data Engineering
Programming Languages
1 376 (52.37%) Python
2 267 (37.19%) Java
3 258 (35.93%) JavaScript
4 146 (20.33%) SQL
5 142 (19.78%) C#
6 67 (9.33%) TypeScript
7 63 (8.77%) C++
8 53 (7.38%) Go
9 51 (7.10%) Kotlin
10 49 (6.82%) PHP
11 40 (5.57%) Scala
11 40 (5.57%) Shell Script
12 33 (4.60%) Java 8
13 27 (3.76%) Bash Shell
14 25 (3.48%) ES6
15 16 (2.23%) PowerShell
16 12 (1.67%) Ruby
17 11 (1.53%) R
18 10 (1.39%) T-SQL
19 8 (1.11%) ES7
Qualifications
1 38 (5.29%) Degree
2 27 (3.76%) AWS Certification
3 11 (1.53%) Computer Science Degree
4 5 (0.70%) Microsoft Certification
4 5 (0.70%) PhD
5 4 (0.56%) A+ Certification
5 4 (0.56%) Master's Degree
6 3 (0.42%) MCSA
6 3 (0.42%) Security Cleared
7 2 (0.28%) ISEB
8 1 (0.14%) RHCE
8 1 (0.14%) RHCSA
8 1 (0.14%) SC Cleared
Quality Assurance & Compliance
1 44 (6.13%) QA
2 7 (0.97%) GDPR
3 4 (0.56%) SLA
4 2 (0.28%) NCSC
5 1 (0.14%) Data Quality
5 1 (0.14%) ISO/IEC 27001
System Software
1 222 (30.92%) Docker
2 25 (3.48%) VMware Infrastructure
3 20 (2.79%) Active Directory
4 19 (2.65%) Hyper-V
4 19 (2.65%) Virtual Machines
5 16 (2.23%) HDFS
6 7 (0.97%) OpenSSH
6 7 (0.97%) Varnish
7 4 (0.56%) iptables
8 1 (0.14%) Firmware
8 1 (0.14%) zsh
Systems Management
1 128 (17.83%) Terraform
2 122 (16.99%) Kubernetes
3 102 (14.21%) Ansible
4 39 (5.43%) Kibana
5 36 (5.01%) logstash
5 36 (5.01%) Puppet
6 28 (3.90%) Packer
7 26 (3.62%) Mesos
7 26 (3.62%) Opscode Chef
8 18 (2.51%) Marathon
9 16 (2.23%) Hadoop YARN
10 15 (2.09%) Nagios
11 14 (1.95%) Prometheus
12 13 (1.81%) Istio
13 12 (1.67%) linkerd
14 11 (1.53%) Grafana
15 7 (0.97%) Rancher
15 7 (0.97%) StatsD
16 6 (0.84%) Consul
16 6 (0.84%) Docker Swarm
Vendors
1 66 (9.19%) Google
2 52 (7.24%) Splunk
3 43 (5.99%) SAP
4 42 (5.85%) Bloomberg
5 39 (5.43%) Microsoft
6 38 (5.29%) Oracle
7 25 (3.48%) VMware
8 17 (2.37%) Databricks
9 15 (2.09%) Talend
10 11 (1.53%) Dynatrace
11 10 (1.39%) IBM
12 8 (1.11%) TIBCO
13 7 (0.97%) New Relic
13 7 (0.97%) ServiceNow
14 6 (0.84%) Apple
14 6 (0.84%) CA
14 6 (0.84%) Hortonworks
14 6 (0.84%) Paxata
14 6 (0.84%) Tableau
15 5 (0.70%) Cypress Semiconductor