Period
to 17 February 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 17 February 2020 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
17 Feb 2020
Same period 2019 Same period 2018
Rank 462 523 701
Rank change year-on-year +61 +178 +182
Permanent jobs citing Amazon DynamoDB 737 787 540
As % of all permanent IT jobs advertised in the UK 0.60% 0.53% 0.31%
As % of the Database & Business Intelligence category 2.22% 1.84% 1.01%
Number of salaries quoted 623 563 471
UK median annual salary £75,000 £65,000 £62,500
Median salary % change year-on-year +15.38% +4.00% +4.17%
10th Percentile £45,000 £38,750 £36,250
90th Percentile £142,500 £97,500 £90,000
UK excluding London median annual salary £60,000 £55,000 £55,000
% change year-on-year +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 33,147 42,788 53,627
As % of all permanent IT jobs advertised in the UK 26.87% 28.62% 30.62%
Number of salaries quoted 27,235 35,162 44,641
UK median annual salary £52,500 £52,095 £48,500
Median salary % change year-on-year +0.78% +7.41% +2.11%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £88,750 £85,000 £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 17 February 2020.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 16 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 17 February 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 +67 713 £75,000 +15.38% 121
London +130 460 £85,000 +21.43% 66
UK excluding London -31 275 £60,000 +9.09% 71
North of England +87 127 £60,000 +20.00% 24
North West +70 98 £60,000 +20.00% 13
South East +44 59 £60,000 +20.00% 9
Yorkshire +32 28 £58,750 +50.64% 8
Midlands -22 28 £70,000 +27.27% 9
South West -88 27 £50,000 -23.08% 3
West Midlands -24 24 £70,000 +27.27% 7
Scotland +42 19 £60,000 +4.35% 13
East of England +53 12 £42,500 -22.73% 10
East Midlands +25 4 £50,000 -9.09% 2
Wales -5 2 £56,250 +40.63% 2
Northern Ireland +4 1 - - 1
North East +2 1 £66,715 +48.26% 3

For the 6 months to 17 February 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.

1 706 (95.79%) AWS
2 388 (52.65%) Python
3 364 (49.39%) Agile Software Development
4 318 (43.15%) Java
5 293 (39.76%) Serverless
6 288 (39.08%) AWS Lambda
7 267 (36.23%) Amazon S3
8 258 (35.01%) Web Services
9 250 (33.92%) JavaScript
10 237 (32.16%) Software Engineering
10 237 (32.16%) Finance
10 237 (32.16%) DevOps
11 212 (28.77%) Amazon Athena
12 210 (28.49%) C#
13 206 (27.95%) PostgreSQL
14 199 (27.00%) NoSQL
15 191 (25.92%) Analytics
16 187 (25.37%) Docker
17 171 (23.20%) Azure
18 170 (23.07%) Amazon EC2
19 156 (21.17%) SQL
20 154 (20.90%) Amazon RDS
21 153 (20.76%) Artificial Intelligence
22 150 (20.35%) Node.js
23 143 (19.40%) Migration
23 143 (19.40%) Mentoring
24 136 (18.45%) MongoDB
25 133 (18.05%) C++
26 129 (17.50%) Big Data
27 128 (17.37%) Amazon Kinesis

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
1 110 (14.93%) Elasticsearch
2 47 (6.38%) Apache Spark
3 41 (5.56%) Confluence
4 27 (3.66%) nginx
5 18 (2.44%) Apache Airflow
6 16 (2.17%) Apache
6 16 (2.17%) Luigi
7 11 (1.49%) Tomcat
8 6 (0.81%) IIS
9 4 (0.54%) Adobe Experience Manager
9 4 (0.54%) WebSphere
10 3 (0.41%) Cloud Foundry
10 3 (0.41%) OpenStack
11 2 (0.27%) CMS
11 2 (0.27%) JBoss
11 2 (0.27%) Jupyter
11 2 (0.27%) Mule
11 2 (0.27%) Mule ESB
11 2 (0.27%) Red Hat Fuse
11 2 (0.27%) SharePoint
Applications
1 8 (1.09%) MS Visio
2 1 (0.14%) Figma
2 1 (0.14%) Photoshop
2 1 (0.14%) Simulink
2 1 (0.14%) Sketch
Business Applications
1 103 (13.98%) FINCAD Analytics
2 4 (0.54%) Markit EDM
2 4 (0.54%) SimCorp Dimension
3 1 (0.14%) PolarLake
Cloud Services
1 706 (95.79%) AWS
2 293 (39.76%) Serverless
3 288 (39.08%) AWS Lambda
4 267 (36.23%) Amazon S3
5 171 (23.20%) Azure
6 170 (23.07%) Amazon EC2
7 128 (17.37%) Amazon Kinesis
8 126 (17.10%) GCP
9 116 (15.74%) AWS CloudFormation
10 99 (13.43%) Amazon ECS
11 87 (11.80%) Amazon CloudWatch
12 68 (9.23%) Amazon EMR
13 64 (8.68%) Amazon SQS
14 56 (7.60%) Virtual Private Cloud
15 50 (6.78%) CloudFront
16 48 (6.51%) Amazon Cognito
17 45 (6.11%) Cloud Computing
18 40 (5.43%) GitHub
19 37 (5.02%) PaaS
20 32 (4.34%) Route 53
Communications & Networking
1 17 (2.31%) DNS
2 15 (2.04%) HTTP
3 13 (1.76%) SSL
4 10 (1.36%) Internet
5 9 (1.22%) DHCP
5 9 (1.22%) Firewall
6 6 (0.81%) Network Security
7 5 (0.68%) TCP/IP
8 4 (0.54%) ATM
9 3 (0.41%) SMS
9 3 (0.41%) SSH
10 2 (0.27%) VPN
10 2 (0.27%) WAN
11 1 (0.14%) Asterisk PBX
11 1 (0.14%) CTI
11 1 (0.14%) DAB
11 1 (0.14%) VLAN
11 1 (0.14%) VoIP
11 1 (0.14%) Wireless
Database & Business Intelligence
1 212 (28.77%) Amazon Athena
2 206 (27.95%) PostgreSQL
3 199 (27.00%) NoSQL
4 154 (20.90%) Amazon RDS
5 136 (18.45%) MongoDB
6 129 (17.50%) Big Data
7 95 (12.89%) Relational Database
8 84 (11.40%) SQL Server
9 83 (11.26%) Apache Cassandra
10 75 (10.18%) Amazon Redshift
11 66 (8.96%) MySQL
12 61 (8.28%) RDBMS
13 60 (8.14%) Redis
14 59 (8.01%) Hadoop
15 34 (4.61%) Apache Hive
16 32 (4.34%) Amazon Aurora
17 25 (3.39%) Data Warehouse
18 20 (2.71%) Data Lake
19 19 (2.58%) Azure SQL Database
20 17 (2.31%) DB2
Development Applications
1 108 (14.65%) Git (software)
2 91 (12.35%) Jenkins
3 64 (8.68%) JIRA
4 25 (3.39%) Maven
5 24 (3.26%) Bitbucket
6 19 (2.58%) GitLab
7 18 (2.44%) JUnit
8 14 (1.90%) SonarQube
9 13 (1.76%) Subversion
10 12 (1.63%) Cucumber
10 12 (1.63%) IntelliJ
10 12 (1.63%) webpack
11 11 (1.49%) ERwin
11 11 (1.49%) GoCD
12 9 (1.22%) Artifactory
12 9 (1.22%) Team Foundation Server
13 8 (1.09%) Ant
13 8 (1.09%) Atlassian Bamboo
13 8 (1.09%) Eclipse
13 8 (1.09%) VSS/SourceSafe
General
1 237 (32.16%) Finance
2 127 (17.23%) Banking
3 125 (16.96%) Front Office
4 31 (4.21%) Retail
5 17 (2.31%) Manufacturing
5 17 (2.31%) Marketing
6 15 (2.04%) Public Sector
7 14 (1.90%) Law
8 13 (1.76%) Telecoms
9 12 (1.63%) Automotive
10 9 (1.22%) Electronics
11 4 (0.54%) Billing
12 3 (0.41%) Advertising
12 3 (0.41%) Games
12 3 (0.41%) Publishing
13 2 (0.27%) Investment Banking
14 1 (0.14%) Legal
14 1 (0.14%) Local Government
Job Titles
1 182 (24.69%) Developer
2 99 (13.43%) Architect
3 91 (12.35%) Data Engineer
4 88 (11.94%) AWS Engineer
5 85 (11.53%) Software Engineer
6 61 (8.28%) DevOps Engineer
7 46 (6.24%) AWS Developer
8 43 (5.83%) Analytics Manager
9 42 (5.70%) Data Architect
9 42 (5.70%) Engineering Manager
10 39 (5.29%) Development Manager
11 36 (4.88%) Python Developer
11 36 (4.88%) Senior Developer
12 35 (4.75%) Software Developer
13 32 (4.34%) Python Engineer
14 31 (4.21%) AWS Architect
14 31 (4.21%) Java Developer
15 30 (4.07%) AWS DevOps
15 30 (4.07%) Solutions Architect
16 29 (3.93%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 258 (35.01%) Web Services
2 150 (20.35%) Node.js
3 127 (17.23%) J2EE
4 104 (14.11%) React
5 98 (13.30%) .NET
6 96 (13.03%) Kafka
7 89 (12.08%) HTML
8 84 (11.40%) CSS
9 72 (9.77%) AngularJS
10 64 (8.68%) REST
11 47 (6.38%) Spring Boot
12 45 (6.11%) RESTful
13 44 (5.97%) HTML5
14 41 (5.56%) GraphQL
14 41 (5.56%) Spring
15 34 (4.61%) Elastic Stack
16 33 (4.48%) .NET Core
16 33 (4.48%) JSON
17 30 (4.07%) CSS3
17 30 (4.07%) Hibernate
Miscellaneous
1 123 (16.69%) Fixed Income
2 109 (14.79%) Derivative
3 104 (14.11%) Hedge funds
4 46 (6.24%) Greenfield Project
5 44 (5.97%) Equities
6 33 (4.48%) Cloud Native
6 33 (4.48%) Equity Derivative
6 33 (4.48%) Public Cloud
7 30 (4.07%) Foreign Exchange (FX)
8 27 (3.66%) Reference Data
9 26 (3.53%) Data Structures
9 26 (3.53%) Self-Motivation
10 25 (3.39%) Exotic Derivative
11 24 (3.26%) Analytical Skills
12 22 (2.99%) Algorithms
12 22 (2.99%) Enterprise Software
12 22 (2.99%) Hybrid Cloud
13 21 (2.85%) Management Information System
14 20 (2.71%) Mobile App
15 19 (2.58%) Linux Command Line
Operating Systems
1 96 (13.03%) Linux
2 42 (5.70%) Windows
3 34 (4.61%) Android
4 32 (4.34%) Unix
5 24 (3.26%) Apple iOS
6 13 (1.76%) Windows Server
7 10 (1.36%) CentOS
8 9 (1.22%) Windows Server 2012
9 8 (1.09%) Windows 7
9 8 (1.09%) Windows 8
10 7 (0.95%) Red Hat Enterprise Linux
10 7 (0.95%) Ubuntu
11 4 (0.54%) CoreOS
11 4 (0.54%) Debian
11 4 (0.54%) VME
12 3 (0.41%) Fedora
13 2 (0.27%) Amazon Linux
13 2 (0.27%) SUSE
Processes & Methodologies
1 364 (49.39%) Agile Software Development
2 237 (32.16%) DevOps
2 237 (32.16%) Software Engineering
3 191 (25.92%) Analytics
4 153 (20.76%) Artificial Intelligence
5 143 (19.40%) Mentoring
5 143 (19.40%) Migration
6 119 (16.15%) Asset Management
7 114 (15.47%) Microservices
8 110 (14.93%) Decision-Making
9 99 (13.43%) Performance Management
10 95 (12.89%) Investment Management
10 95 (12.89%) Performance Attribution
11 90 (12.21%) Data Analytics
12 89 (12.08%) Scrum
13 81 (10.99%) TDD
14 70 (9.50%) Machine Learning
15 68 (9.23%) Continuous Integration
16 67 (9.09%) Data Engineering
17 64 (8.68%) ETL
Programming Languages
1 388 (52.65%) Python
2 318 (43.15%) Java
3 250 (33.92%) JavaScript
4 210 (28.49%) C#
5 156 (21.17%) SQL
6 133 (18.05%) C++
7 104 (14.11%) Kotlin
8 75 (10.18%) Scala
9 64 (8.68%) TypeScript
10 43 (5.83%) Bash Shell
11 42 (5.70%) Go
12 37 (5.02%) PHP
13 24 (3.26%) Java 8
14 19 (2.58%) PowerShell
14 19 (2.58%) Ruby
15 18 (2.44%) Shell Script
16 15 (2.04%) ES6
17 7 (0.95%) Perl
18 5 (0.68%) Clojure
18 5 (0.68%) T-SQL
Qualifications
1 68 (9.23%) Degree
2 37 (5.02%) AWS Certification
3 36 (4.88%) Computer Science Degree
4 11 (1.49%) Master's Degree
5 6 (0.81%) ITIL Certification
6 4 (0.54%) CESG Certified Professional
7 3 (0.41%) A+ Certification
8 2 (0.27%) MCSA
8 2 (0.27%) Microsoft Certification
8 2 (0.27%) SC Cleared
8 2 (0.27%) Security Cleared
9 1 (0.14%) HND
9 1 (0.14%) PhD
9 1 (0.14%) RHCE
9 1 (0.14%) RHCSA
Quality Assurance & Compliance
1 46 (6.24%) QA
2 15 (2.04%) Data Quality
3 4 (0.54%) SLA
4 3 (0.41%) GDPR
5 1 (0.14%) ISO/IEC 27001
System Software
1 187 (25.37%) Docker
2 19 (2.58%) VMware Infrastructure
3 14 (1.90%) HDFS
3 14 (1.90%) Hyper-V
3 14 (1.90%) Virtual Machines
4 11 (1.49%) Active Directory
5 6 (0.81%) OpenSSH
6 5 (0.68%) Apache Flume
7 4 (0.54%) GlusterFS
7 4 (0.54%) VirtualBox
8 3 (0.41%) iptables
9 2 (0.27%) Varnish
10 1 (0.14%) Firmware
10 1 (0.14%) Kamailio
10 1 (0.14%) zsh
Systems Management
1 122 (16.55%) Kubernetes
2 102 (13.84%) Terraform
3 85 (11.53%) Ansible
4 35 (4.75%) Kibana
5 33 (4.48%) logstash
6 26 (3.53%) Opscode Chef
7 25 (3.39%) Puppet
8 19 (2.58%) Packer
9 15 (2.04%) Istio
10 14 (1.90%) Hadoop YARN
10 14 (1.90%) linkerd
11 11 (1.49%) Rancher
12 9 (1.22%) Grafana
13 8 (1.09%) Prometheus
14 6 (0.81%) Mesos
14 6 (0.81%) Nagios
14 6 (0.81%) StatsD
15 4 (0.54%) OSSEC
16 3 (0.41%) FreeIPA
17 2 (0.27%) Marathon
Vendors
1 96 (13.03%) Bloomberg
2 79 (10.72%) Google
3 46 (6.24%) Oracle
4 41 (5.56%) Splunk
5 31 (4.21%) Microsoft
6 19 (2.58%) Talend
6 19 (2.58%) VMware
7 14 (1.90%) Atlassian
7 14 (1.90%) Databricks
7 14 (1.90%) Sage
7 14 (1.90%) SAP
7 14 (1.90%) Tableau
8 13 (1.76%) Informatica
9 11 (1.49%) SaltStack
10 9 (1.22%) Citrix
11 7 (0.95%) Dynatrace
11 7 (0.95%) New Relic
11 7 (0.95%) Red Hat
12 6 (0.81%) ServiceNow
13 5 (0.68%) TIBCO