Period
to 23 February 2020

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 23 February 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 > England
6 months to
23 Feb 2020
Same period 2019 Same period 2018
Rank 421 539 593
Rank change year-on-year +118 +54 +92
Contract jobs citing Amazon DynamoDB 282 331 272
As % of all contract IT jobs advertised in England 0.46% 0.37% 0.29%
As % of the Database & Business Intelligence category 2.16% 1.63% 1.34%
Number of daily rates quoted 177 243 184
England median daily rate £550 £545 £513
Median daily rate % change year-on-year +0.92% +6.34% +2.50%
10th Percentile £413 £405 £413
90th Percentile £750 £643 £625
UK median daily rate £550 £538 £513
% change year-on-year +2.33% +4.88% +2.50%
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 13,080 20,264 20,331
As % of all contract IT jobs advertised in England 21.45% 22.51% 21.82%
Number of daily rates quoted 8,773 14,111 14,329
England median daily rate £488 £488 £475
Median daily rate % change year-on-year - +2.63% +8.57%
10th Percentile £325 £325 £313
90th Percentile £675 £650 £638
UK median daily rate £475 £475 £463
% change year-on-year - +2.70% +8.82%
Number of hourly rates quoted 216 221 224
England median hourly rate £32.00 £35.00 £33.50
Median hourly rate % change year-on-year -8.57% +4.48% +29.12%
10th Percentile £14.00 £14.00 £15.20
90th Percentile £58.75 £55.00 £57.31
UK median hourly rate £31.50 £35.00 £34.00
% change year-on-year -10.00% +2.94% +28.30%

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 23 February 2020.

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 23 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +134 196 £550 -2.22% 50
North of England +46 39 £470 -6.00% 22
South East +33 32 £588 +17.50% 9
North West +46 22 £438 -12.50% 13
North East +29 12 £575 +130.00% 2
East of England +38 8 £500 -4.76% 14
Midlands +49 5 £450 - 7
East Midlands +44 5 £450 - 2
Yorkshire +23 5 £520 +4.05% 7
South West +24 2 - - 4
Amazon DynamoDB
UK

For the 6 months to 23 February 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 across the England region with a requirement for Amazon DynamoDB.

1 268 (95.04%) AWS
2 130 (46.10%) Java
3 128 (45.39%) Python
4 120 (42.55%) Amazon S3
5 109 (38.65%) Serverless
6 107 (37.94%) AWS Lambda
7 106 (37.59%) Agile Software Development
8 105 (37.23%) PostgreSQL
9 104 (36.88%) Web Services
10 100 (35.46%) NoSQL
11 95 (33.69%) Software Engineering
12 93 (32.98%) Amazon Athena
13 89 (31.56%) Finance
14 88 (31.21%) SQL
15 86 (30.50%) DevOps
15 86 (30.50%) Microservices
16 76 (26.95%) Docker
17 73 (25.89%) Azure
18 69 (24.47%) GCP
18 69 (24.47%) Analytics
19 65 (23.05%) Front Office
19 65 (23.05%) Fixed Income
20 64 (22.70%) Node.js
21 63 (22.34%) Amazon RDS
21 63 (22.34%) Asset Management
21 63 (22.34%) JavaScript
21 63 (22.34%) Amazon EC2
22 61 (21.63%) Derivative
23 59 (20.92%) MongoDB
24 58 (20.57%) C#

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 24 (8.51%) Elasticsearch
2 21 (7.45%) Apache Spark
3 14 (4.96%) Confluence
4 10 (3.55%) Apache
5 8 (2.84%) nginx
6 6 (2.13%) Apache Airflow
7 4 (1.42%) Adobe Experience Manager
7 4 (1.42%) CMS
7 4 (1.42%) Headless CMS
8 2 (0.71%) Apache Pig
8 2 (0.71%) Oracle Workflow
9 1 (0.35%) Luigi
9 1 (0.35%) Oracle HTTP Server
9 1 (0.35%) Tomcat
Applications
1 1 (0.35%) Microsoft Excel
Business Applications
1 42 (14.89%) FINCAD Analytics
2 3 (1.06%) Distributed Ledger
2 3 (1.06%) Eikon
2 3 (1.06%) Markit EDM
3 2 (0.71%) SimCorp Dimension
4 1 (0.35%) PolarLake
Cloud Services
1 268 (95.04%) AWS
2 120 (42.55%) Amazon S3
3 109 (38.65%) Serverless
4 107 (37.94%) AWS Lambda
5 73 (25.89%) Azure
6 69 (24.47%) GCP
7 63 (22.34%) Amazon EC2
8 51 (18.09%) AWS CloudFormation
9 44 (15.60%) AWS Step Functions
10 43 (15.25%) Amazon SQS
11 39 (13.83%) Amazon Kinesis
12 32 (11.35%) CloudFront
13 29 (10.28%) Amazon Cognito
14 27 (9.57%) Amazon CloudWatch
15 23 (8.16%) Amazon EMR
15 23 (8.16%) Virtual Private Cloud
16 19 (6.74%) Amazon ElastiCache
17 18 (6.38%) GitHub
18 17 (6.03%) Amazon ECS
19 14 (4.96%) AWS Elastic Beanstalk
Communications & Networking
1 6 (2.13%) HTTP
2 5 (1.77%) TCP/IP
3 4 (1.42%) Internet
3 4 (1.42%) MQTT
3 4 (1.42%) VPN
4 1 (0.35%) DNS
4 1 (0.35%) Intrusion Detection
4 1 (0.35%) Network Security
4 1 (0.35%) SSH
4 1 (0.35%) SSL
4 1 (0.35%) Unified Communications
Database & Business Intelligence
1 105 (37.23%) PostgreSQL
2 100 (35.46%) NoSQL
3 93 (32.98%) Amazon Athena
4 63 (22.34%) Amazon RDS
5 59 (20.92%) MongoDB
6 53 (18.79%) Redis
6 53 (18.79%) Relational Database
7 48 (17.02%) Apache Cassandra
8 45 (15.96%) Amazon Aurora
9 42 (14.89%) RDBMS
10 41 (14.54%) MySQL
11 39 (13.83%) Amazon Redshift
12 31 (10.99%) Couchbase
13 29 (10.28%) Big Data
13 29 (10.28%) HBase
13 29 (10.28%) MariaDB
13 29 (10.28%) Neo4j
14 28 (9.93%) DB2
15 21 (7.45%) SQL Server
16 20 (7.09%) Data Lake
Development Applications
1 36 (12.77%) Git (software)
2 32 (11.35%) Jenkins
3 18 (6.38%) JIRA
4 13 (4.61%) JUnit
5 12 (4.26%) Gradle
6 10 (3.55%) Cucumber
7 6 (2.13%) IntelliJ
8 5 (1.77%) Maven
8 5 (1.77%) Selenium
9 4 (1.42%) GitLab
9 4 (1.42%) JSUnit
9 4 (1.42%) Mockito
9 4 (1.42%) SonarQube
9 4 (1.42%) Subversion
10 3 (1.06%) Bitbucket
10 3 (1.06%) CircleCI
10 3 (1.06%) Mercurial
10 3 (1.06%) Mocha
10 3 (1.06%) Postman
10 3 (1.06%) Spock
General
1 89 (31.56%) Finance
2 65 (23.05%) Front Office
3 48 (17.02%) Banking
4 7 (2.48%) Marketing
5 5 (1.77%) Retail
6 4 (1.42%) Public Sector
7 3 (1.06%) Manufacturing
8 2 (0.71%) Aerospace
8 2 (0.71%) Automotive
8 2 (0.71%) Financial Institution
8 2 (0.71%) Games
8 2 (0.71%) Investment Banking
8 2 (0.71%) Multimedia
8 2 (0.71%) Telecoms
9 1 (0.35%) Advertising
9 1 (0.35%) Back Office
9 1 (0.35%) Electronics
Job Titles
1 115 (40.78%) Developer
2 55 (19.50%) Architect
3 50 (17.73%) AWS Engineer
4 48 (17.02%) AWS Developer
5 45 (15.96%) Senior Developer
6 34 (12.06%) Data Engineer
7 29 (10.28%) Solutions Architect
8 28 (9.93%) DevOps Engineer
9 26 (9.22%) Software Engineer
10 24 (8.51%) Python Developer
11 23 (8.16%) AWS Architect
11 23 (8.16%) Java Developer
12 22 (7.80%) NoSQL Developer
13 18 (6.38%) NoSQL Engineer
14 16 (5.67%) C# Developer
14 16 (5.67%) Python Engineer
15 15 (5.32%) AWS Software Engineer
15 15 (5.32%) Software Developer
16 14 (4.96%) Java Engineer
16 14 (4.96%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 104 (36.88%) Web Services
2 64 (22.70%) Node.js
3 57 (20.21%) J2EE
4 53 (18.79%) React
5 48 (17.02%) .NET
6 32 (11.35%) Kafka
7 29 (10.28%) HTML
8 27 (9.57%) CSS
9 23 (8.16%) AngularJS
10 20 (7.09%) REST
11 17 (6.03%) .NET Core
11 17 (6.03%) Spring Boot
12 16 (5.67%) RESTful
13 15 (5.32%) GraphQL
14 14 (4.96%) JSON
14 14 (4.96%) NumPy
14 14 (4.96%) Pandas
15 13 (4.61%) Spring
16 11 (3.90%) ASP.NET
16 11 (3.90%) TensorFlow
Miscellaneous
1 65 (23.05%) Fixed Income
2 61 (21.63%) Derivative
3 49 (17.38%) Hedge funds
4 43 (15.25%) Foreign Exchange (FX)
5 42 (14.89%) Equity Derivative
6 27 (9.57%) Greenfield Project
7 25 (8.87%) Public Cloud
8 22 (7.80%) Reference Data
9 21 (7.45%) Market Risk
10 16 (5.67%) Equities
11 10 (3.55%) Analytical Skills
12 8 (2.84%) Data Centre
13 7 (2.48%) Algorithms
13 7 (2.48%) Data Structures
13 7 (2.48%) User Experience
14 5 (1.77%) Cloud Native
15 4 (1.42%) Credit Derivative
15 4 (1.42%) Management Information System
15 4 (1.42%) Smart Home
16 3 (1.06%) Enterprise Software
Operating Systems
1 35 (12.41%) Linux
2 8 (2.84%) Unix
3 4 (1.42%) CentOS
3 4 (1.42%) Red Hat Enterprise Linux
4 3 (1.06%) Windows
5 1 (0.35%) Android
5 1 (0.35%) Apple iOS
5 1 (0.35%) VME
5 1 (0.35%) Windows Server
Processes & Methodologies
1 106 (37.59%) Agile Software Development
2 95 (33.69%) Software Engineering
3 86 (30.50%) DevOps
3 86 (30.50%) Microservices
4 69 (24.47%) Analytics
5 63 (22.34%) Asset Management
6 45 (15.96%) TDD
7 43 (15.25%) Risk Analytics
8 40 (14.18%) Data Science
8 40 (14.18%) Migration
9 38 (13.48%) Continuous Integration
10 37 (13.12%) ETL
11 30 (10.64%) Data Engineering
12 29 (10.28%) Machine Learning
13 28 (9.93%) Mentoring
14 27 (9.57%) Data Architecture
15 24 (8.51%) Data Modelling
15 24 (8.51%) Scrum
16 22 (7.80%) Continuous Delivery
17 20 (7.09%) BDD
Programming Languages
1 130 (46.10%) Java
2 128 (45.39%) Python
3 88 (31.21%) SQL
4 63 (22.34%) JavaScript
5 58 (20.57%) C#
6 40 (14.18%) Scala
7 36 (12.77%) C++
8 27 (9.57%) Kotlin
9 20 (7.09%) Java 8
10 16 (5.67%) Bash Shell
11 14 (4.96%) Ruby
12 10 (3.55%) PHP
12 10 (3.55%) R
13 9 (3.19%) Go
14 8 (2.84%) TypeScript
15 3 (1.06%) T-SQL
16 2 (0.71%) Groovy
17 1 (0.35%) Clojure
17 1 (0.35%) PowerShell
17 1 (0.35%) VBA
Qualifications
1 11 (3.90%) AWS Certification
2 8 (2.84%) Degree
3 5 (1.77%) PhD
4 4 (1.42%) Computer Science Degree
5 2 (0.71%) SC Cleared
5 2 (0.71%) Security Cleared
6 1 (0.35%) BPSS Clearance
6 1 (0.35%) Master's Degree
6 1 (0.35%) TOGAF Certification
Quality Assurance & Compliance
1 1 (0.35%) GDPR
System Software
1 76 (26.95%) Docker
2 3 (1.06%) Varnish
3 2 (0.71%) Apache Flume
3 2 (0.71%) HDFS
Systems Management
1 58 (20.57%) Kubernetes
2 32 (11.35%) Terraform
3 10 (3.55%) Puppet
4 9 (3.19%) linkerd
5 8 (2.84%) Ansible
5 8 (2.84%) Istio
6 6 (2.13%) Packer
7 5 (1.77%) Opscode Chef
7 5 (1.77%) Rancher
8 4 (1.42%) Grafana
8 4 (1.42%) Prometheus
9 1 (0.35%) HAProxy
9 1 (0.35%) Nagios
Vendors
1 39 (13.83%) Google
2 36 (12.77%) Oracle
3 27 (9.57%) Sybase
4 9 (3.19%) Talend
5 8 (2.84%) Informatica
6 7 (2.48%) Microsoft
6 7 (2.48%) SAP
7 6 (2.13%) Tableau
8 4 (1.42%) Adobe
8 4 (1.42%) Black Duck
9 2 (0.71%) Calypso
9 2 (0.71%) Charles River
9 2 (0.71%) MEDITECH
9 2 (0.71%) New Relic
9 2 (0.71%) Red Hat
9 2 (0.71%) ServiceNow
9 2 (0.71%) SimCorp
10 1 (0.35%) Fiserv
10 1 (0.35%) Hortonworks
10 1 (0.35%) Percona