Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 6 April 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 6 April 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
6 Apr 2020		 Same period 2019 Same period 2018
Rank 442 532 623
Rank change year-on-year +90 +91 +65
Contract jobs citing Amazon DynamoDB 265 359 286
As % of all contract jobs advertised in the UK 0.43% 0.37% 0.28%
As % of the Database & Business Intelligence category 2.06% 1.66% 1.26%
Number of daily rates quoted 190 268 198
Median daily rate £550 £525 £522
Median daily rate % change year-on-year +4.76% +0.67% +4.30%
10th Percentile £412 £402 £413
90th Percentile £750 £675 £625
UK excluding London median daily rate £525 £475 £500
% change year-on-year +10.53% -5.00% +11.11%
Number of hourly rates quoted 0 1 0
Median hourly rate - £52.00 -
UK excluding London median hourly rate - - -

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 12,876 21,590 22,653
As % of all contract IT jobs advertised in the UK 20.84% 22.27% 22.26%
Number of daily rates quoted 8,441 14,839 15,695
Median daily rate £475 £475 £470
Median daily rate % change year-on-year - +1.06% +7.43%
10th Percentile £320 £323 £310
90th Percentile £675 £650 £625
UK excluding London median daily rate £450 £425 £410
% change year-on-year +5.88% +3.66% +3.80%
Number of hourly rates quoted 230 252 249
Median hourly rate £35.00 £35.00 £33.00
Median hourly rate % change year-on-year - +6.06% +20.00%
10th Percentile £14.76 £14.00 £14.54
90th Percentile £55.00 £57.50 £53.10
Median hourly rate £25.55 £35.00 £37.50
% change year-on-year -27.01% -6.67% +50.00%

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 6 April 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 6 April 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 +76 245 £550 +2.33% 83
London +104 158 £550 - 52
UK excluding London +91 104 £525 +10.53% 36
North of England +68 38 £545 +9.00% 16
South East +48 30 £594 +25.00% 7
North West +44 22 £513 +17.48% 9
Work from Home +11 13 £563 +21.62% 7
East of England +38 12 £500 -4.76% 1
North East +43 11 £589 +135.50% 5
Scotland +37 11 £475 +18.75% 3
Wales +33 7 £496 +32.33% 2
Yorkshire +33 5 £520 +4.05% 2
Midlands +51 3 £450 +4.35% 6
East Midlands +28 3 £450 +4.35% 2
South West +26 3 - - 1

For the 6 months to 6 April 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.

1 248 (93.58%) AWS
2 113 (42.64%) Java
3 111 (41.89%) Python
4 107 (40.38%) Agile Software Development
4 107 (40.38%) Serverless
5 105 (39.62%) AWS Lambda
6 97 (36.60%) Amazon S3
7 91 (34.34%) PostgreSQL
8 89 (33.58%) NoSQL
9 84 (31.70%) Microservices
10 79 (29.81%) Web Services
11 78 (29.43%) Amazon Athena
12 77 (29.06%) Software Engineering
13 76 (28.68%) DevOps
14 75 (28.30%) SQL
15 72 (27.17%) Docker
16 69 (26.04%) JavaScript
17 67 (25.28%) Finance
18 63 (23.77%) MongoDB
19 62 (23.40%) Node.js
20 61 (23.02%) GCP
20 61 (23.02%) Azure
21 58 (21.89%) Amazon EC2
22 57 (21.51%) Analytics
23 56 (21.13%) TDD
24 54 (20.38%) Amazon RDS
25 52 (19.62%) Relational Database
26 49 (18.49%) Apache Cassandra
26 49 (18.49%) Redis
26 49 (18.49%) 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 21 (7.92%) Elasticsearch
2 18 (6.79%) Apache Spark
3 14 (5.28%) Confluence
4 9 (3.40%) Apache
4 9 (3.40%) nginx
5 5 (1.89%) Apache Airflow
6 4 (1.51%) Adobe Experience Manager
6 4 (1.51%) CMS
6 4 (1.51%) Headless CMS
7 2 (0.75%) Apache Pig
7 2 (0.75%) Oracle HTTP Server
7 2 (0.75%) Oracle Workflow
7 2 (0.75%) Tomcat
8 1 (0.38%) Luigi
8 1 (0.38%) Oracle SOA Suite
Applications
1 1 (0.38%) Microsoft Excel
Business Applications
1 34 (12.83%) FINCAD Analytics
2 3 (1.13%) Eikon
2 3 (1.13%) Markit EDM
3 2 (0.75%) Distributed Ledger
3 2 (0.75%) SimCorp Dimension
4 1 (0.38%) PolarLake
Cloud Services
1 248 (93.58%) AWS
2 107 (40.38%) Serverless
3 105 (39.62%) AWS Lambda
4 97 (36.60%) Amazon S3
5 61 (23.02%) Azure
5 61 (23.02%) GCP
6 58 (21.89%) Amazon EC2
7 43 (16.23%) AWS CloudFormation
8 40 (15.09%) AWS Step Functions
9 39 (14.72%) Amazon Kinesis
9 39 (14.72%) Amazon SQS
10 29 (10.94%) CloudFront
11 23 (8.68%) Virtual Private Cloud
12 22 (8.30%) Amazon CloudWatch
12 22 (8.30%) Amazon ElastiCache
13 21 (7.92%) Amazon EMR
14 20 (7.55%) PaaS
14 20 (7.55%) SaaS
15 18 (6.79%) Amazon Cognito
16 13 (4.91%) Route 53
Communications & Networking
1 7 (2.64%) HTTP
1 7 (2.64%) TCP/IP
2 6 (2.26%) MQTT
3 4 (1.51%) VPN
4 2 (0.75%) DNS
4 2 (0.75%) Intrusion Detection
4 2 (0.75%) SMS
4 2 (0.75%) SSL
5 1 (0.38%) Internet
5 1 (0.38%) Network Security
5 1 (0.38%) OpenLDAP
5 1 (0.38%) Unified Communications
Database & Business Intelligence
1 91 (34.34%) PostgreSQL
2 89 (33.58%) NoSQL
3 78 (29.43%) Amazon Athena
4 63 (23.77%) MongoDB
5 54 (20.38%) Amazon RDS
6 52 (19.62%) Relational Database
7 49 (18.49%) Apache Cassandra
7 49 (18.49%) Redis
8 42 (15.85%) RDBMS
9 38 (14.34%) Amazon Aurora
10 36 (13.58%) MySQL
11 31 (11.70%) Couchbase
11 31 (11.70%) Neo4j
12 29 (10.94%) HBase
12 29 (10.94%) MariaDB
13 28 (10.57%) DB2
14 27 (10.19%) Amazon Redshift
14 27 (10.19%) Big Data
15 21 (7.92%) SQL Server
16 17 (6.42%) Data Warehouse
Development Applications
1 32 (12.08%) Git (software)
2 30 (11.32%) Jenkins
3 18 (6.79%) JIRA
4 15 (5.66%) JUnit
5 11 (4.15%) Cucumber
6 8 (3.02%) GitLab
6 8 (3.02%) Gradle
7 5 (1.89%) IntelliJ
7 5 (1.89%) Maven
7 5 (1.89%) Mercurial
7 5 (1.89%) Subversion
8 4 (1.51%) JSUnit
8 4 (1.51%) Mockito
8 4 (1.51%) SonarQube
9 3 (1.13%) Bitbucket
9 3 (1.13%) Postman
9 3 (1.13%) Selenium
9 3 (1.13%) Spock
10 2 (0.75%) CircleCI
10 2 (0.75%) NUnit
General
1 67 (25.28%) Finance
2 48 (18.11%) Front Office
3 39 (14.72%) Banking
4 14 (5.28%) Public Sector
5 6 (2.26%) Advertising
6 5 (1.89%) Manufacturing
6 5 (1.89%) Retail
7 4 (1.51%) Marketing
8 3 (1.13%) Electronics
8 3 (1.13%) Telecoms
9 2 (0.75%) Aerospace
9 2 (0.75%) Automotive
9 2 (0.75%) Games
10 1 (0.38%) Back Office
10 1 (0.38%) Billing
10 1 (0.38%) Investment Banking
Job Titles
1 117 (44.15%) Developer
2 46 (17.36%) Architect
3 42 (15.85%) Senior Developer
4 41 (15.47%) AWS Developer
5 39 (14.72%) AWS Engineer
6 31 (11.70%) Data Engineer
7 27 (10.19%) DevOps Engineer
8 25 (9.43%) Java Developer
9 24 (9.06%) Software Engineer
10 23 (8.68%) Solutions Architect
11 18 (6.79%) NoSQL Developer
12 17 (6.42%) C# Developer
13 16 (6.04%) AWS Architect
13 16 (6.04%) NoSQL Engineer
13 16 (6.04%) Python Engineer
14 14 (5.28%) Python Developer
15 13 (4.91%) AWS DevOps
15 13 (4.91%) Java Engineer
16 12 (4.53%) Node.js Developer
16 12 (4.53%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 79 (29.81%) Web Services
2 62 (23.40%) Node.js
3 48 (18.11%) React
4 39 (14.72%) J2EE
5 32 (12.08%) .NET
6 31 (11.70%) HTML
7 29 (10.94%) Kafka
8 27 (10.19%) CSS
9 25 (9.43%) AngularJS
9 25 (9.43%) REST
10 22 (8.30%) GraphQL
11 21 (7.92%) Spring Boot
12 18 (6.79%) JSON
13 17 (6.42%) RESTful
13 17 (6.42%) Spring
14 12 (4.53%) .NET Core
15 10 (3.77%) ASP.NET
15 10 (3.77%) Redux
16 8 (3.02%) HTML5
16 8 (3.02%) JPA
Miscellaneous
1 47 (17.74%) Fixed Income
2 45 (16.98%) Derivative
3 40 (15.09%) Hedge funds
4 36 (13.58%) Foreign Exchange (FX)
5 34 (12.83%) Equity Derivative
6 21 (7.92%) Market Risk
7 18 (6.79%) Greenfield Project
8 17 (6.42%) Public Cloud
9 13 (4.91%) Reference Data
10 10 (3.77%) User Experience
11 8 (3.02%) Cloud Native
11 8 (3.02%) Data Centre
11 8 (3.02%) Enterprise Software
11 8 (3.02%) Equities
12 6 (2.26%) Algorithms
12 6 (2.26%) Analytical Skills
12 6 (2.26%) Data Structures
13 5 (1.89%) Management Information System
14 4 (1.51%) Credit Derivative
14 4 (1.51%) Self-Motivation
Operating Systems
1 38 (14.34%) Linux
2 9 (3.40%) Unix
3 4 (1.51%) CentOS
3 4 (1.51%) Red Hat Enterprise Linux
3 4 (1.51%) Windows
4 1 (0.38%) Android
4 1 (0.38%) Apple iOS
4 1 (0.38%) VME
4 1 (0.38%) Windows Server
Processes & Methodologies
1 107 (40.38%) Agile Software Development
2 84 (31.70%) Microservices
3 77 (29.06%) Software Engineering
4 76 (28.68%) DevOps
5 57 (21.51%) Analytics
6 56 (21.13%) TDD
7 45 (16.98%) Asset Management
8 39 (14.72%) ETL
9 38 (14.34%) Migration
10 36 (13.58%) Continuous Integration
11 35 (13.21%) Risk Analytics
12 33 (12.45%) Data Engineering
13 31 (11.70%) Data Science
14 30 (11.32%) BDD
15 28 (10.57%) Mentoring
16 24 (9.06%) Data Modelling
17 23 (8.68%) Machine Learning
18 22 (8.30%) Data Architecture
19 20 (7.55%) Scrum
20 17 (6.42%) Test Automation
Programming Languages
1 113 (42.64%) Java
2 111 (41.89%) Python
3 75 (28.30%) SQL
4 69 (26.04%) JavaScript
5 45 (16.98%) C#
6 39 (14.72%) Scala
7 27 (10.19%) Kotlin
8 24 (9.06%) Java 8
9 22 (8.30%) C++
10 14 (5.28%) TypeScript
11 13 (4.91%) Bash Shell
11 13 (4.91%) Ruby
12 9 (3.40%) Go
13 8 (3.02%) PHP
14 6 (2.26%) R
15 4 (1.51%) Shell Script
16 3 (1.13%) T-SQL
17 2 (0.75%) ES6
17 2 (0.75%) Groovy
17 2 (0.75%) PowerShell
Qualifications
1 11 (4.15%) AWS Certification
2 8 (3.02%) Security Cleared
3 6 (2.26%) SC Cleared
4 5 (1.89%) Degree
4 5 (1.89%) PhD
5 2 (0.75%) Computer Science Degree
5 2 (0.75%) Master's Degree
6 1 (0.38%) BPSS Clearance
6 1 (0.38%) TOGAF Certification
Quality Assurance & Compliance
1 5 (1.89%) GDPR
2 3 (1.13%) QA
3 1 (0.38%) Data Quality
System Software
1 72 (27.17%) Docker
2 3 (1.13%) Varnish
3 2 (0.75%) Apache Flume
3 2 (0.75%) BusyBox
3 2 (0.75%) HDFS
4 1 (0.38%) Active Directory
4 1 (0.38%) Virtual Servers
Systems Management
1 49 (18.49%) Kubernetes
2 35 (13.21%) Terraform
3 11 (4.15%) Puppet
4 10 (3.77%) Ansible
5 9 (3.40%) linkerd
6 7 (2.64%) Istio
7 6 (2.26%) Grafana
7 6 (2.26%) Prometheus
8 5 (1.89%) Opscode Chef
8 5 (1.89%) Packer
8 5 (1.89%) Rancher
9 2 (0.75%) HAProxy
9 2 (0.75%) Kibana
9 2 (0.75%) Marathon
9 2 (0.75%) Mesos
Vendors
1 40 (15.09%) Oracle
2 36 (13.58%) Google
3 27 (10.19%) Sybase
4 9 (3.40%) SAP
5 8 (3.02%) IBM
5 8 (3.02%) Talend
6 7 (2.64%) Informatica
7 6 (2.26%) Tableau
8 5 (1.89%) Microsoft
9 4 (1.51%) Adobe
9 4 (1.51%) Black Duck
10 2 (0.75%) Calypso
10 2 (0.75%) Charles River
10 2 (0.75%) MEDITECH
10 2 (0.75%) Red Hat
10 2 (0.75%) SimCorp
11 1 (0.38%) Atlassian
11 1 (0.38%) Bloomberg
11 1 (0.38%) Fiserv
11 1 (0.38%) MKS