Period
to 5 December 2019

The following table provides summary statistics for contract job vacancies advertised in England 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 5 December 2019 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 > England
6 months to
5 Dec 2019
Same period 2018 Same period 2017
Rank 418 572 654
Rank change year-on-year +154 +82 +4
Contract jobs citing Amazon DynamoDB 370 325 218
As % of all contract IT jobs advertised in England 0.50% 0.34% 0.23%
As % of the Database & Business Intelligence category 2.30% 1.50% 1.04%
Number of daily rates quoted 232 243 168
England median daily rate £550 £530 £500
Median daily rate % change year-on-year +3.87% +5.90% +3.90%
10th Percentile £413 £400 £406
90th Percentile £688 £620 £625
UK median daily rate £550 £525 £500
% change year-on-year +4.76% +5.00% +5.26%
Number of hourly rates quoted 0 2 1
England median hourly rate - £45.00 £45.00
UK median hourly rate £35.00 £45.00 £45.00
% change year-on-year -22.22% - -

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 16,054 21,679 20,997
As % of all contract IT jobs advertised in England 21.50% 22.65% 22.09%
Number of daily rates quoted 10,934 15,279 14,564
England median daily rate £475 £475 £463
Median daily rate % change year-on-year - +2.70% +8.82%
10th Percentile £325 £319 £313
90th Percentile £663 £644 £638
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 233 227 257
England median hourly rate £32.50 £35.00 £31.31
Median hourly rate % change year-on-year -7.14% +11.79% +14.11%
10th Percentile £13.80 £14.00 £14.42
90th Percentile £71.85 £57.40 £56.06
UK median hourly rate £32.50 £32.50 £30.50
% change year-on-year - +6.56% +8.93%

Amazon DynamoDB
Job Vacancy Trend in England

Job postings citing Amazon DynamoDB as a percentage of all IT jobs advertised in England.

Job vacancy trend for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon DynamoDB in England.

Contractor daily rate trend for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Amazon DynamoDB in England over the 6 months to 5 December 2019.

Contractor daily rate histogram for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Amazon DynamoDB in England.

Contractor hourly rate trend for Amazon DynamoDB in England

Amazon DynamoDB
Contract Job Locations in England

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 England region over the 6 months to 5 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +157 273 £550 - 80
North of England +35 40 £488 +4.00% 29
South East +9 28 £588 +17.50% 15
North West +22 27 £456 -5.19% 17
Midlands +66 16 £513 - 8
East Midlands +46 15 £531 - 5
East of England +45 10 £349 -42.83% 4
Yorkshire +28 9 £520 +9.53% 11
North East +18 4 £488 +95.00% 1
West Midlands - 2 £650 - 3
South West +1 1 - - 8
Amazon DynamoDB
UK

For the 6 months to 5 December 2019, 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 across the England region with a requirement for Amazon DynamoDB.

1 352 (95.14%) AWS
2 156 (42.16%) Python
3 146 (39.46%) Java
3 146 (39.46%) Serverless
4 141 (38.11%) Amazon S3
5 137 (37.03%) AWS Lambda
6 130 (35.14%) Agile Software Development
7 119 (32.16%) Web Services
8 115 (31.08%) NoSQL
9 114 (30.81%) DevOps
10 113 (30.54%) Software Engineering
11 106 (28.65%) Microservices
12 102 (27.57%) Finance
13 99 (26.76%) JavaScript
14 97 (26.22%) PostgreSQL
15 96 (25.95%) Node.js
16 91 (24.59%) Docker
17 89 (24.05%) SQL
18 83 (22.43%) Amazon Athena
19 82 (22.16%) Amazon RDS
20 75 (20.27%) C#
21 73 (19.73%) .NET
22 72 (19.46%) AWS CloudFormation
22 72 (19.46%) Kubernetes
23 71 (19.19%) GCP
23 71 (19.19%) Azure
24 68 (18.38%) Fixed Income
24 68 (18.38%) Front Office
24 68 (18.38%) Asset Management
25 67 (18.11%) Amazon EC2

Amazon DynamoDB
Co-occurring IT Skills in England 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 39 (10.54%) Elasticsearch
2 13 (3.51%) Apache Spark
2 13 (3.51%) Confluence
3 8 (2.16%) Apache
4 7 (1.89%) nginx
5 4 (1.08%) Apache Airflow
5 4 (1.08%) Cloud Foundry
6 3 (0.81%) Adobe Experience Manager
7 2 (0.54%) CMS
7 2 (0.54%) Headless CMS
8 1 (0.27%) Apache Solr
8 1 (0.27%) Drupal
8 1 (0.27%) Luigi
8 1 (0.27%) Tornado
Applications
1 1 (0.27%) Microsoft Office
1 1 (0.27%) MS Visio
Business Applications
1 35 (9.46%) FINCAD Analytics
2 4 (1.08%) Markit EDM
2 4 (1.08%) PolarLake
3 3 (0.81%) Distributed Ledger
3 3 (0.81%) Eikon
Cloud Services
1 352 (95.14%) AWS
2 146 (39.46%) Serverless
3 141 (38.11%) Amazon S3
4 137 (37.03%) AWS Lambda
5 72 (19.46%) AWS CloudFormation
6 71 (19.19%) Azure
6 71 (19.19%) GCP
7 67 (18.11%) Amazon EC2
8 50 (13.51%) Amazon Kinesis
9 47 (12.70%) Amazon SQS
10 44 (11.89%) AWS Step Functions
11 39 (10.54%) Amazon CloudWatch
12 35 (9.46%) CloudFront
13 30 (8.11%) GitHub
14 29 (7.84%) Amazon ECS
15 23 (6.22%) Amazon Cognito
16 22 (5.95%) Virtual Private Cloud
17 20 (5.41%) AWS Elastic Beanstalk
18 19 (5.14%) Amazon ELB
18 19 (5.14%) Route 53
Communications & Networking
1 7 (1.89%) HTTP
2 5 (1.35%) Internet
3 4 (1.08%) Intrusion Detection
3 4 (1.08%) SSH
3 4 (1.08%) VPN
4 3 (0.81%) TCP/IP
5 2 (0.54%) Firewall
5 2 (0.54%) MQTT
6 1 (0.27%) DNS
6 1 (0.27%) Network Security
6 1 (0.27%) Unified Communications
Database & Business Intelligence
1 115 (31.08%) NoSQL
2 97 (26.22%) PostgreSQL
3 83 (22.43%) Amazon Athena
4 82 (22.16%) Amazon RDS
5 63 (17.03%) Redis
6 57 (15.41%) Apache Cassandra
7 55 (14.86%) MySQL
7 55 (14.86%) Relational Database
8 54 (14.59%) MongoDB
9 51 (13.78%) Amazon Aurora
10 43 (11.62%) RDBMS
11 38 (10.27%) Amazon Redshift
12 25 (6.76%) Couchbase
13 24 (6.49%) Neo4j
14 23 (6.22%) MariaDB
15 22 (5.95%) Big Data
16 21 (5.68%) SQL Server
17 20 (5.41%) DB2
17 20 (5.41%) HBase
18 17 (4.59%) Data Lake
Development Applications
1 53 (14.32%) Jenkins
2 44 (11.89%) Git (software)
3 21 (5.68%) JIRA
4 14 (3.78%) Gradle
5 12 (3.24%) JUnit
6 9 (2.43%) Cucumber
6 9 (2.43%) IntelliJ
7 8 (2.16%) CircleCI
7 8 (2.16%) Maven
8 7 (1.89%) Bitbucket
9 6 (1.62%) Selenium
9 6 (1.62%) TeamCity
10 5 (1.35%) Mocha
10 5 (1.35%) Mockito
10 5 (1.35%) SonarQube
10 5 (1.35%) Spock
10 5 (1.35%) webpack
11 4 (1.08%) GitLab
11 4 (1.08%) Jasmine
11 4 (1.08%) JSUnit
General
1 102 (27.57%) Finance
2 68 (18.38%) Front Office
3 64 (17.30%) Banking
4 9 (2.43%) Public Sector
4 9 (2.43%) Retail
5 6 (1.62%) Marketing
6 3 (0.81%) Financial Institution
6 3 (0.81%) Games
6 3 (0.81%) Law
6 3 (0.81%) Music Industry
7 2 (0.54%) Investment Banking
7 2 (0.54%) Multimedia
8 1 (0.27%) Aerospace
8 1 (0.27%) Automotive
8 1 (0.27%) Back Office
8 1 (0.27%) Billing
8 1 (0.27%) Manufacturing
8 1 (0.27%) Publishing
8 1 (0.27%) Telecoms
Job Titles
1 176 (47.57%) Developer
2 57 (15.41%) AWS Developer
3 56 (15.14%) AWS Engineer
4 55 (14.86%) Senior Developer
5 47 (12.70%) Architect
6 43 (11.62%) DevOps Engineer
7 38 (10.27%) Java Developer
8 32 (8.65%) Data Engineer
9 26 (7.03%) Python Developer
9 26 (7.03%) Software Engineer
10 23 (6.22%) Node.js Developer
10 23 (6.22%) Software Developer
10 23 (6.22%) Solutions Architect
11 21 (5.68%) AWS Architect
12 20 (5.41%) AWS DevOps
12 20 (5.41%) Lead Developer
12 20 (5.41%) Senior Software Developer
13 19 (5.14%) NoSQL Developer
14 18 (4.86%) AWS DevOps Engineer
15 16 (4.32%) Java Engineer
Libraries, Frameworks & Software Standards
1 119 (32.16%) Web Services
2 96 (25.95%) Node.js
3 73 (19.73%) .NET
4 57 (15.41%) J2EE
4 57 (15.41%) React
5 45 (12.16%) HTML
6 42 (11.35%) CSS
7 41 (11.08%) Kafka
8 31 (8.38%) JSON
9 28 (7.57%) .NET Core
10 27 (7.30%) RESTful
11 26 (7.03%) REST
12 22 (5.95%) AngularJS
12 22 (5.95%) Spring Boot
13 17 (4.59%) RabbitMQ
14 15 (4.05%) Spring
14 15 (4.05%) Swagger
15 14 (3.78%) Pandas
16 13 (3.51%) NumPy
16 13 (3.51%) Sass
Miscellaneous
1 68 (18.38%) Fixed Income
2 57 (15.41%) Derivative
3 39 (10.54%) Foreign Exchange (FX)
3 39 (10.54%) Hedge funds
4 35 (9.46%) Equity Derivative
5 34 (9.19%) Greenfield Project
6 30 (8.11%) Reference Data
7 25 (6.76%) Public Cloud
8 21 (5.68%) Equities
9 16 (4.32%) Market Risk
10 12 (3.24%) Analytical Skills
11 10 (2.70%) Algorithms
12 8 (2.16%) User Experience
13 7 (1.89%) Data Structures
13 7 (1.89%) Enterprise Cloud
14 6 (1.62%) Linux Command Line
14 6 (1.62%) Mobile Banking
15 5 (1.35%) Data Centre
15 5 (1.35%) Mobile App
16 4 (1.08%) Smart Home
Operating Systems
1 56 (15.14%) Linux
2 14 (3.78%) Windows
3 13 (3.51%) Red Hat Enterprise Linux
4 9 (2.43%) Apple iOS
5 6 (1.62%) Android
6 4 (1.08%) CentOS
7 2 (0.54%) Unix
7 2 (0.54%) Windows Server
Processes & Methodologies
1 130 (35.14%) Agile Software Development
2 114 (30.81%) DevOps
3 113 (30.54%) Software Engineering
4 106 (28.65%) Microservices
5 68 (18.38%) Asset Management
6 65 (17.57%) TDD
7 50 (13.51%) Analytics
8 40 (10.81%) Mentoring
9 37 (10.00%) Machine Learning
10 36 (9.73%) Continuous Integration
11 35 (9.46%) Risk Analytics
12 33 (8.92%) Fintech
13 32 (8.65%) Continuous Delivery
14 31 (8.38%) Data Architecture
15 30 (8.11%) Migration
16 29 (7.84%) Data Science
17 28 (7.57%) BDD
18 27 (7.30%) Computer Science
18 27 (7.30%) Scrum
19 26 (7.03%) ETL
Programming Languages
1 156 (42.16%) Python
2 146 (39.46%) Java
3 99 (26.76%) JavaScript
4 89 (24.05%) SQL
5 75 (20.27%) C#
6 41 (11.08%) C++
6 41 (11.08%) Scala
7 34 (9.19%) Bash Shell
7 34 (9.19%) Ruby
8 26 (7.03%) Kotlin
9 25 (6.76%) Java 8
10 14 (3.78%) R
10 14 (3.78%) TypeScript
11 13 (3.51%) Go
12 12 (3.24%) PHP
13 10 (2.70%) Shell Script
14 9 (2.43%) Perl
14 9 (2.43%) PowerShell
15 6 (1.62%) ES6
16 4 (1.08%) Apple Swift
Qualifications
1 18 (4.86%) AWS Certification
2 17 (4.59%) Security Cleared
3 16 (4.32%) SC Cleared
4 14 (3.78%) Degree
5 9 (2.43%) RHCE
6 4 (1.08%) Computer Science Degree
6 4 (1.08%) PhD
7 2 (0.54%) BPSS Clearance
7 2 (0.54%) DBS Check
8 1 (0.27%) ISEB
8 1 (0.27%) ISTQB
8 1 (0.27%) TOGAF Certification
Quality Assurance & Compliance
1 6 (1.62%) QA
2 1 (0.27%) GDPR
System Software
1 91 (24.59%) Docker
2 3 (0.81%) Varnish
3 2 (0.54%) HDFS
Systems Management
1 72 (19.46%) Kubernetes
2 54 (14.59%) Terraform
3 19 (5.14%) Ansible
4 18 (4.86%) linkerd
5 13 (3.51%) Opscode Chef
6 10 (2.70%) Istio
7 8 (2.16%) Packer
8 7 (1.89%) Puppet
9 6 (1.62%) Grafana
10 5 (1.35%) Nagios
11 4 (1.08%) Prometheus
11 4 (1.08%) Rancher
12 3 (0.81%) Kibana
13 2 (0.54%) Graphite
13 2 (0.54%) Hadoop YARN
13 2 (0.54%) logstash
13 2 (0.54%) Marathon
13 2 (0.54%) Mesos
14 1 (0.27%) Suricata
Vendors
1 40 (10.81%) Google
2 24 (6.49%) Oracle
3 20 (5.41%) Sybase
4 9 (2.43%) Microsoft
5 5 (1.35%) hybris
5 5 (1.35%) Splunk
6 4 (1.08%) Black Duck
6 4 (1.08%) Bloomberg
6 4 (1.08%) MuleSoft
6 4 (1.08%) Percona
6 4 (1.08%) Red Hat
7 3 (0.81%) Adobe
7 3 (0.81%) IBM
7 3 (0.81%) Informatica
7 3 (0.81%) Talend
8 2 (0.54%) Palo Alto
8 2 (0.54%) SAP
8 2 (0.54%) ServiceNow
8 2 (0.54%) Tableau
8 2 (0.54%) Vertica