Period
to 27 October 2020

The following table provides summary statistics for contract job vacancies with a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon DynamoDB over the 6 months to 27 October 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon DynamoDB
UK
6 months to
27 Oct 2020
Same period 2019 Same period 2018
Rank 318 444 593
Rank change year-on-year +126 +149 +101
Contract jobs citing Amazon DynamoDB 218 402 309
As % of all contract jobs advertised in the UK 0.67% 0.48% 0.30%
As % of the Database & Business Intelligence category 2.97% 2.18% 1.32%
Number of daily rates quoted 214 270 236
Median daily rate £544 £525 £525
Median daily rate % change year-on-year +3.57% - +5.00%
10th Percentile £413 £400 £405
90th Percentile £700 £650 £620
UK excluding London median daily rate £488 £463 £475
% change year-on-year +5.41% -2.63% -2.56%
Number of hourly rates quoted 2 1 3
Median hourly rate £35.00 £35.00 £45.00
Median hourly rate % change year-on-year - -22.22% -
UK excluding London median hourly rate - £35.00 -

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 contract job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 7,332 18,408 23,456
As % of all contract IT jobs advertised in the UK 22.65% 21.83% 22.83%
Number of daily rates quoted 4,673 12,541 16,359
Median daily rate £480 £475 £475
Median daily rate % change year-on-year +1.05% - +5.56%
10th Percentile £313 £320 £313
90th Percentile £663 £656 £638
UK excluding London median daily rate £435 £438 £425
% change year-on-year -0.57% +2.94% +6.25%
Number of hourly rates quoted 158 267 231
Median hourly rate £35.00 £31.00 £28.00
Median hourly rate % change year-on-year +12.90% +10.71% -6.07%
10th Percentile £14.00 £12.70 £12.46
90th Percentile £52.35 £60.00 £56.00
Median hourly rate £32.50 £30.00 £32.00
% change year-on-year +8.33% -6.25% -1.54%

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
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Amazon DynamoDB.

Daily rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Daily Rate Histogram

Daily rate distribution for jobs citing Amazon DynamoDB over the 6 months to 27 October 2020.

Daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Amazon DynamoDB.

Hourly rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon DynamoDB within the UK over the 6 months to 27 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +111 181 £550 - 101
London +73 131 £575 +4.55% 65
UK excluding London +193 62 £488 +5.41% 40
Work from Home -56 56 £525 +18.31% 26
North of England +91 18 £475 +2.70% 17
Wales +49 17 £481 +6.94% 2
South East +164 15 £488 -13.33% 9
Midlands +84 10 £584 +13.90% 5
West Midlands +70 9 £550 +18.92% 5
Yorkshire +81 8 £513 +10.81% 10
North West +56 8 £450 -2.70% 6
North East +35 2 £400 -8.57% 1
South West +111 1 - - 3
East of England +85 1 - - 2
East Midlands +34 1 £650 +15.56%

For the 6 months to 27 October 2020, IT contractor 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 contract job ads with a requirement for Amazon DynamoDB.

1 208 (95.41%) AWS
2 164 (75.23%) Python
3 142 (65.14%) AWS Lambda
3 142 (65.14%) Serverless
4 131 (60.09%) Amazon S3
5 124 (56.88%) Agile Software Development
6 101 (46.33%) Amazon EC2
7 91 (41.74%) Finance
8 89 (40.83%) JavaScript
9 88 (40.37%) Web Services
10 85 (38.99%) Software Engineering
11 83 (38.07%) Java
12 81 (37.16%) SQL
13 77 (35.32%) React
14 72 (33.03%) Asset Management
15 71 (32.57%) Kotlin
16 67 (30.73%) AngularJS
17 65 (29.82%) Vue.js
17 65 (29.82%) Front Office
18 64 (29.36%) Fixed Income
18 64 (29.36%) Equities
18 64 (29.36%) Foreign Exchange (FX)
18 64 (29.36%) Derivative
19 62 (28.44%) Hedge funds
20 60 (27.52%) DevOps
21 49 (22.48%) Amazon RDS
22 47 (21.56%) Terraform
23 43 (19.72%) Docker
24 39 (17.89%) TypeScript
25 36 (16.51%) Git (software)

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 31 (14.22%) Apache
2 15 (6.88%) Elasticsearch
3 10 (4.59%) Apache Spark
4 9 (4.13%) Apache Airflow
4 9 (4.13%) Confluence
5 6 (2.75%) Cloud Foundry
5 6 (2.75%) Mule
5 6 (2.75%) SAS
6 4 (1.83%) nginx
7 3 (1.38%) JBoss
7 3 (1.38%) Tomcat
8 1 (0.46%) Drupal
8 1 (0.46%) IIS
8 1 (0.46%) Jupyter
8 1 (0.46%) Oracle SOA Suite
8 1 (0.46%) WebSphere
8 1 (0.46%) WordPress
Business Applications
1 6 (2.75%) Dynamics CRM
Cloud Services
1 208 (95.41%) AWS
2 142 (65.14%) AWS Lambda
2 142 (65.14%) Serverless
3 131 (60.09%) Amazon S3
4 101 (46.33%) Amazon EC2
5 35 (16.06%) Amazon Kinesis
6 30 (13.76%) Amazon CloudWatch
6 30 (13.76%) Amazon SQS
6 30 (13.76%) AWS CloudFormation
7 28 (12.84%) Amazon ECS
8 25 (11.47%) Amazon Cognito
9 24 (11.01%) Virtual Private Cloud
10 19 (8.72%) Route 53
11 18 (8.26%) GitHub
12 15 (6.88%) AWS Step Functions
13 14 (6.42%) Amazon EKS
14 13 (5.96%) Amazon ElastiCache
15 12 (5.50%) AWS CloudTrail
16 10 (4.59%) Amazon EMR
16 10 (4.59%) AWS Elastic Beanstalk
Communications & Networking
1 5 (2.29%) DNS
1 5 (2.29%) SSL
2 4 (1.83%) Network Security
3 2 (0.92%) DHCP
3 2 (0.92%) FTP
3 2 (0.92%) HTTP
3 2 (0.92%) SMTP
3 2 (0.92%) SSH
4 1 (0.46%) Firewall
4 1 (0.46%) Intrusion Detection
Database & Business Intelligence
1 49 (22.48%) Amazon RDS
2 24 (11.01%) NoSQL
3 22 (10.09%) MySQL
4 21 (9.63%) MongoDB
5 19 (8.72%) PostgreSQL
5 19 (8.72%) Redis
6 17 (7.80%) Relational Database
7 16 (7.34%) Amazon Aurora
7 16 (7.34%) Amazon Redshift
7 16 (7.34%) Data Lake
8 15 (6.88%) Apache Ignite
9 14 (6.42%) Amazon Athena
9 14 (6.42%) Apache Cassandra
10 12 (5.50%) Hadoop
11 11 (5.05%) Data Warehouse
11 11 (5.05%) SQL Server
12 9 (4.13%) Big Data
13 6 (2.75%) Apache Hive
13 6 (2.75%) Cosmos DB
14 5 (2.29%) Apache Kudu
Development Applications
1 36 (16.51%) Git (software)
2 23 (10.55%) Jenkins
3 15 (6.88%) JIRA
4 12 (5.50%) JUnit
5 11 (5.05%) Maven
6 8 (3.67%) Sonatype Nexus
7 7 (3.21%) Cypress.io
7 7 (3.21%) webpack
8 6 (2.75%) CircleCI
8 6 (2.75%) Mockito
9 5 (2.29%) kappa
9 5 (2.29%) Selenium
10 4 (1.83%) IntelliJ
10 4 (1.83%) Postman
10 4 (1.83%) Sublime Text
11 3 (1.38%) Bitbucket
11 3 (1.38%) Cucumber
11 3 (1.38%) Vagrant
12 2 (0.92%) SoapUI
12 2 (0.92%) Visual Studio Team System
General
1 91 (41.74%) Finance
2 65 (29.82%) Front Office
3 35 (16.06%) Banking
4 27 (12.39%) Investment Banking
5 8 (3.67%) Advertising
6 6 (2.75%) Marketing
7 5 (2.29%) Games
8 4 (1.83%) Public Sector
9 1 (0.46%) Multimedia
9 1 (0.46%) Retail
Job Titles
1 120 (55.05%) Developer
2 73 (33.49%) Software Engineer
3 63 (28.90%) Developer/Software Engineer
4 59 (27.06%) Python Developer
5 56 (25.69%) Python Engineer
6 43 (19.72%) Python Software Engineer
7 36 (16.51%) AWS Engineer
8 32 (14.68%) JavaScript Developer
9 29 (13.30%) JavaScript Engineer
10 26 (11.93%) AWS Developer
11 22 (10.09%) AWS DevOps
12 19 (8.72%) DevOps Engineer
13 15 (6.88%) Architect
14 12 (5.50%) AWS DevOps Engineer
14 12 (5.50%) Full Stack Developer
14 12 (5.50%) Java Developer
14 12 (5.50%) React Developer
15 11 (5.05%) Data Engineer
16 9 (4.13%) Java Engineer
16 9 (4.13%) Senior Developer
Libraries, Frameworks & Software Standards
1 88 (40.37%) Web Services
2 77 (35.32%) React
3 67 (30.73%) AngularJS
4 65 (29.82%) Vue.js
5 30 (13.76%) Node.js
6 27 (12.39%) REST
7 20 (9.17%) JSON
7 20 (9.17%) Lambda Expressions
8 19 (8.72%) Kafka
8 19 (8.72%) RESTful
9 13 (5.96%) Redux
10 11 (5.05%) .NET
11 9 (4.13%) Spring Boot
11 9 (4.13%) Swagger
12 8 (3.67%) Spring
13 7 (3.21%) Express
13 7 (3.21%) Flask
13 7 (3.21%) NumPy
13 7 (3.21%) Pandas
13 7 (3.21%) SQLAlchemy
Miscellaneous
1 64 (29.36%) Derivative
1 64 (29.36%) Equities
1 64 (29.36%) Fixed Income
1 64 (29.36%) Foreign Exchange (FX)
2 62 (28.44%) Hedge funds
3 12 (5.50%) User Experience
4 8 (3.67%) Greenfield Project
5 4 (1.83%) Mobile App
6 3 (1.38%) Data Centre
6 3 (1.38%) Mobile Banking
6 3 (1.38%) Reference Data
7 2 (0.92%) Analytical Skills
7 2 (0.92%) Cloud Native
7 2 (0.92%) Social Media
8 1 (0.46%) Data Structures
8 1 (0.46%) Digital Media
8 1 (0.46%) Linux Command Line
8 1 (0.46%) Over-the-Top Content
8 1 (0.46%) Public Cloud
8 1 (0.46%) Virtual Team
Operating Systems
1 23 (10.55%) Linux
2 8 (3.67%) Windows
3 4 (1.83%) Amazon Linux
4 2 (0.92%) Android
4 2 (0.92%) Apple iOS
4 2 (0.92%) Ubuntu
4 2 (0.92%) Windows Server
5 1 (0.46%) Mac OS
5 1 (0.46%) Red Hat Enterprise Linux
5 1 (0.46%) Unix
5 1 (0.46%) VMS
Processes & Methodologies
1 124 (56.88%) Agile Software Development
2 85 (38.99%) Software Engineering
3 72 (33.03%) Asset Management
4 60 (27.52%) DevOps
5 31 (14.22%) Scrum
6 28 (12.84%) Data Modelling
6 28 (12.84%) Investment Management
6 28 (12.84%) Microservices
7 21 (9.63%) Test Automation
8 17 (7.80%) Continuous Integration
9 16 (7.34%) Logical Data Model
10 13 (5.96%) Analytics
10 13 (5.96%) Fintech
10 13 (5.96%) Kanban
11 12 (5.50%) ETL
12 11 (5.05%) Mentoring
13 10 (4.59%) Coaching
13 10 (4.59%) Continuous Delivery
13 10 (4.59%) MapReduce
13 10 (4.59%) Unit Testing
Programming Languages
1 164 (75.23%) Python
2 89 (40.83%) JavaScript
3 83 (38.07%) Java
4 81 (37.16%) SQL
5 71 (32.57%) Kotlin
6 39 (17.89%) TypeScript
7 27 (12.39%) Go
8 16 (7.34%) Scala
9 15 (6.88%) Clojure
10 13 (5.96%) Java 8
11 6 (2.75%) C#
11 6 (2.75%) Shell Script
12 5 (2.29%) ES6
13 4 (1.83%) Bash Shell
13 4 (1.83%) PHP
14 2 (0.92%) C
14 2 (0.92%) PowerShell
14 2 (0.92%) Ruby
15 1 (0.46%) C++
15 1 (0.46%) R
Qualifications
1 15 (6.88%) AWS Certification
1 15 (6.88%) Security Cleared
2 13 (5.96%) SC Cleared
3 2 (0.92%) CCNA
3 2 (0.92%) Cisco Certification
3 2 (0.92%) DBS Check
4 1 (0.46%) BPSS Clearance
4 1 (0.46%) DV Cleared
Quality Assurance & Compliance
1 7 (3.21%) QA
2 5 (2.29%) GDPR
3 4 (1.83%) Data Quality
System Software
1 43 (19.72%) Docker
2 5 (2.29%) Apache Flume
3 2 (0.92%) Active Directory
3 2 (0.92%) VirtualBox
4 1 (0.46%) Apache ZooKeeper
Systems Management
1 47 (21.56%) Terraform
2 16 (7.34%) Kubernetes
3 13 (5.96%) Ansible
4 6 (2.75%) Opscode Chef
5 5 (2.29%) Puppet
6 4 (1.83%) Kibana
6 4 (1.83%) Packer
7 2 (0.92%) Grafana
7 2 (0.92%) HAProxy
7 2 (0.92%) Istio
7 2 (0.92%) linkerd
7 2 (0.92%) Nessus
7 2 (0.92%) Prometheus
8 1 (0.46%) Graphite
8 1 (0.46%) Mesos
Vendors
1 11 (5.05%) Informatica
1 11 (5.05%) Oracle
2 8 (3.67%) AppDynamics
2 8 (3.67%) Splunk
3 5 (2.29%) Blue Coat
3 5 (2.29%) F5
4 4 (1.83%) Databricks
4 4 (1.83%) Talend
5 3 (1.38%) Microsoft
5 3 (1.38%) MuleSoft
6 2 (0.92%) Cisco
6 2 (0.92%) IBM
7 1 (0.46%) Atlassian
7 1 (0.46%) Clearswift
7 1 (0.46%) Dynatrace
7 1 (0.46%) MicroStrategy
7 1 (0.46%) Red Hat
7 1 (0.46%) SAP
7 1 (0.46%) ServiceNow