Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 14 November 2019

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 14 November 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
6 months to
14 Nov 2019		 Same period 2018 Same period 2017
Rank 451 599 685
Rank change year-on-year +148 +86 +2
Contract jobs citing Amazon DynamoDB 405 323 212
As % of all contract IT jobs advertised in the UK 0.48% 0.31% 0.21%
As % of the Database & Business Intelligence category 2.25% 1.38% 0.93%
Number of daily rates quoted 254 243 172
UK median daily rate £550 £530 £500
Median daily rate % change year-on-year +3.87% +5.90% +5.26%
10th Percentile £413 £405 £406
90th Percentile £675 £620 £625
UK excluding London median daily rate £481 £500 £500
% change year-on-year -3.75% - +11.11%
Number of hourly rates quoted 1 3 1
UK median hourly rate £35.00 £45.00 £45.00
Median hourly rate % change year-on-year -22.22% - -
UK excluding London median hourly rate £35.00 - £45.00

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 17,998 23,440 22,775
As % of all contract IT jobs advertised in the UK 21.37% 22.46% 22.11%
Number of daily rates quoted 12,174 16,330 15,532
UK median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £319 £313 £310
90th Percentile £656 £638 £625
UK excluding London median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +6.67%
Number of hourly rates quoted 259 244 282
UK median hourly rate £32.50 £32.50 £30.88
Median hourly rate % change year-on-year - +5.26% +9.56%
10th Percentile £12.75 £12.90 £14.00
90th Percentile £66.25 £57.45 £55.00
UK excluding London median hourly rate £30.00 £34.25 £35.00
% change year-on-year -12.41% -2.14% +24.20%

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
Contractor Daily Rate Trend

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

Contractor daily rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Amazon DynamoDB over the 6 months to 14 November 2019.

Contractor daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Hourly Rate Trend

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

Contractor 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 14 November 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
England +136 378 £550 +2.33% 124
London +147 282 £550 - 69
UK excluding London +69 117 £481 -3.75% 68
North of England +31 41 £488 +2.63% 25
North West +21 32 £488 -2.50% 15
South East +12 26 £588 +14.63% 12
Scotland +49 18 £425 +1.49% 11
Midlands +55 14 £550 - 5
East of England +36 12 £349 -40.89% 6
East Midlands +31 12 £563 - 3
Yorkshire +15 7 £500 +5.26% 9
Wales +34 5 £450 - 3
West Midlands - 3 £556 - 2
North East +13 2 £463 +85.00% 1
South West +13 1 - - 7

For the 6 months to 14 November 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 with a requirement for Amazon DynamoDB.

1 385 (95.06%) AWS
2 187 (46.17%) Serverless
3 175 (43.21%) AWS Lambda
4 163 (40.25%) Python
5 160 (39.51%) Java
6 148 (36.54%) Amazon S3
7 138 (34.07%) Agile Software Development
8 128 (31.60%) NoSQL
9 122 (30.12%) DevOps
10 117 (28.89%) Web Services
11 116 (28.64%) JavaScript
12 114 (28.15%) Microservices
13 112 (27.65%) Software Engineering
14 106 (26.17%) Node.js
15 103 (25.43%) Finance
16 92 (22.72%) PostgreSQL
16 92 (22.72%) Docker
17 90 (22.22%) AWS CloudFormation
18 87 (21.48%) Amazon RDS
19 85 (20.99%) SQL
20 82 (20.25%) TDD
21 76 (18.77%) Amazon Athena
22 75 (18.52%) Amazon EC2
23 74 (18.27%) .NET
24 71 (17.53%) Kubernetes
25 69 (17.04%) Amazon Kinesis
26 68 (16.79%) GCP
26 68 (16.79%) C#
26 68 (16.79%) Banking
27 65 (16.05%) Azure

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 47 (11.60%) Elasticsearch
2 18 (4.44%) Confluence
3 13 (3.21%) Apache Spark
4 11 (2.72%) nginx
5 9 (2.22%) Apache
6 7 (1.73%) Cloud Foundry
7 5 (1.23%) Apache Airflow
8 3 (0.74%) Apache Solr
9 2 (0.49%) IIS
9 2 (0.49%) Tomcat
10 1 (0.25%) Adobe Experience Manager
10 1 (0.25%) Drupal
10 1 (0.25%) Luigi
10 1 (0.25%) OpenStack
10 1 (0.25%) Tornado
10 1 (0.25%) WebSphere
Applications
1 1 (0.25%) Microsoft Office
1 1 (0.25%) MS Visio
Business Applications
1 30 (7.41%) FINCAD Analytics
2 4 (0.99%) Markit EDM
2 4 (0.99%) PolarLake
3 3 (0.74%) Distributed Ledger
4 2 (0.49%) Oracle Cash Management
4 2 (0.49%) Sentinel
5 1 (0.25%) Magento
5 1 (0.25%) SAP Hybris
Cloud Services
1 385 (95.06%) AWS
2 187 (46.17%) Serverless
3 175 (43.21%) AWS Lambda
4 148 (36.54%) Amazon S3
5 90 (22.22%) AWS CloudFormation
6 75 (18.52%) Amazon EC2
7 69 (17.04%) Amazon Kinesis
8 68 (16.79%) GCP
9 65 (16.05%) Azure
10 57 (14.07%) Amazon SQS
11 48 (11.85%) Amazon ECS
12 40 (9.88%) AWS Step Functions
13 39 (9.63%) Amazon CloudWatch
14 36 (8.89%) GitHub
15 32 (7.90%) CloudFront
16 26 (6.42%) Amazon Cognito
17 24 (5.93%) Amazon EMR
18 19 (4.69%) Route 53
19 18 (4.44%) SaaS
19 18 (4.44%) Virtual Private Cloud
Communications & Networking
1 7 (1.73%) Firewall
1 7 (1.73%) HTTP
2 6 (1.48%) Intrusion Detection
3 5 (1.23%) Internet
3 5 (1.23%) Network Security
4 4 (0.99%) SSH
4 4 (0.99%) WAN
5 3 (0.74%) Skype
6 2 (0.49%) BIG-IP
6 2 (0.49%) NetScaler
6 2 (0.49%) Unified Communications
6 2 (0.49%) VPN
7 1 (0.25%) DNS
7 1 (0.25%) LAN
7 1 (0.25%) MQTT
7 1 (0.25%) Software-Defined Networking
7 1 (0.25%) TCP/IP
Database & Business Intelligence
1 128 (31.60%) NoSQL
2 92 (22.72%) PostgreSQL
3 87 (21.48%) Amazon RDS
4 76 (18.77%) Amazon Athena
5 65 (16.05%) Redis
6 56 (13.83%) MySQL
7 54 (13.33%) Amazon Aurora
8 50 (12.35%) Relational Database
9 47 (11.60%) Apache Cassandra
10 43 (10.62%) MongoDB
11 40 (9.88%) RDBMS
12 38 (9.38%) Amazon Redshift
13 22 (5.43%) Big Data
13 22 (5.43%) Couchbase
13 22 (5.43%) Neo4j
14 20 (4.94%) MariaDB
15 18 (4.44%) SQL Server
16 16 (3.95%) HBase
17 15 (3.70%) DB2
17 15 (3.70%) Hadoop
Development Applications
1 65 (16.05%) Git (software)
2 63 (15.56%) Jenkins
3 29 (7.16%) JIRA
4 14 (3.46%) Cucumber
4 14 (3.46%) Gradle
4 14 (3.46%) JUnit
5 13 (3.21%) CircleCI
6 11 (2.72%) Bitbucket
7 10 (2.47%) Selenium
8 9 (2.22%) Mocha
8 9 (2.22%) TeamCity
9 8 (1.98%) Jasmine
9 8 (1.98%) webpack
10 7 (1.73%) IntelliJ
10 7 (1.73%) Maven
11 6 (1.48%) Mockito
12 5 (1.23%) Spock
13 4 (0.99%) git-flow
13 4 (0.99%) GitLab
13 4 (0.99%) Octopus Deploy
General
1 103 (25.43%) Finance
2 68 (16.79%) Banking
3 59 (14.57%) Front Office
4 14 (3.46%) Public Sector
5 13 (3.21%) Retail
6 6 (1.48%) Investment Banking
6 6 (1.48%) Marketing
6 6 (1.48%) Telecoms
7 4 (0.99%) Games
8 3 (0.74%) Billing
8 3 (0.74%) Financial Institution
8 3 (0.74%) Law
8 3 (0.74%) Music Industry
8 3 (0.74%) Publishing
9 2 (0.49%) Multimedia
10 1 (0.25%) Back Office
10 1 (0.25%) Electronics
10 1 (0.25%) Manufacturing
Job Titles
1 210 (51.85%) Developer
2 64 (15.80%) AWS Developer
3 57 (14.07%) AWS Engineer
3 57 (14.07%) Senior Developer
4 50 (12.35%) Java Developer
5 45 (11.11%) Architect
6 40 (9.88%) DevOps Engineer
7 30 (7.41%) Python Developer
8 29 (7.16%) Software Engineer
9 28 (6.91%) Data Engineer
10 25 (6.17%) Node.js Developer
11 24 (5.93%) Lead Developer
11 24 (5.93%) Software Developer
12 22 (5.43%) Solutions Architect
13 21 (5.19%) AWS Architect
14 20 (4.94%) AWS DevOps
15 19 (4.69%) Senior Software Developer
16 17 (4.20%) AWS DevOps Engineer
16 17 (4.20%) NoSQL Developer
16 17 (4.20%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 117 (28.89%) Web Services
2 106 (26.17%) Node.js
3 74 (18.27%) .NET
4 59 (14.57%) React
5 50 (12.35%) Kafka
6 49 (12.10%) J2EE
7 48 (11.85%) CSS
8 47 (11.60%) HTML
9 38 (9.38%) RESTful
10 33 (8.15%) JSON
11 32 (7.90%) Spring Boot
12 30 (7.41%) .NET Core
13 27 (6.67%) REST
14 23 (5.68%) AngularJS
15 20 (4.94%) RabbitMQ
15 20 (4.94%) Spring
16 19 (4.69%) Sass
16 19 (4.69%) Swagger
17 14 (3.46%) Lambda Expressions
18 13 (3.21%) Symfony
Miscellaneous
1 59 (14.57%) Fixed Income
2 48 (11.85%) Derivative
3 35 (8.64%) Greenfield Project
4 34 (8.40%) Foreign Exchange (FX)
5 31 (7.65%) Hedge funds
6 30 (7.41%) Equity Derivative
7 26 (6.42%) Reference Data
8 23 (5.68%) Public Cloud
9 21 (5.19%) Equities
10 16 (3.95%) Analytical Skills
11 13 (3.21%) Market Risk
12 11 (2.72%) Linux Command Line
12 11 (2.72%) User Experience
13 10 (2.47%) Algorithms
14 8 (1.98%) Data Structures
15 7 (1.73%) Enterprise Software
15 7 (1.73%) Mobile App
16 6 (1.48%) Cloud Native
16 6 (1.48%) Enterprise Cloud
16 6 (1.48%) Mobile Banking
Operating Systems
1 56 (13.83%) Linux
2 17 (4.20%) Windows
3 11 (2.72%) Apple iOS
3 11 (2.72%) Red Hat Enterprise Linux
4 8 (1.98%) Android
5 5 (1.23%) Unix
5 5 (1.23%) Windows Server
6 2 (0.49%) Ubuntu
Processes & Methodologies
1 138 (34.07%) Agile Software Development
2 122 (30.12%) DevOps
3 114 (28.15%) Microservices
4 112 (27.65%) Software Engineering
5 82 (20.25%) TDD
6 59 (14.57%) Asset Management
7 51 (12.59%) Analytics
8 45 (11.11%) Continuous Integration
9 39 (9.63%) Mentoring
10 36 (8.89%) BDD
10 36 (8.89%) Machine Learning
11 34 (8.40%) Continuous Delivery
12 33 (8.15%) Fintech
12 33 (8.15%) Scrum
13 30 (7.41%) Migration
13 30 (7.41%) Risk Analytics
14 28 (6.91%) Computer Science
15 27 (6.67%) MVC
16 26 (6.42%) Data Science
16 26 (6.42%) Kanban
Programming Languages
1 163 (40.25%) Python
2 160 (39.51%) Java
3 116 (28.64%) JavaScript
4 85 (20.99%) SQL
5 68 (16.79%) C#
6 42 (10.37%) Bash Shell
7 40 (9.88%) Scala
8 35 (8.64%) Ruby
9 34 (8.40%) C++
10 29 (7.16%) Java 8
11 24 (5.93%) TypeScript
12 23 (5.68%) Kotlin
13 18 (4.44%) PHP
14 17 (4.20%) Go
15 15 (3.70%) R
16 12 (2.96%) Perl
16 12 (2.96%) PowerShell
17 11 (2.72%) Shell Script
18 8 (1.98%) ES6
19 6 (1.48%) Apple Swift
Qualifications
1 21 (5.19%) AWS Certification
1 21 (5.19%) Security Cleared
2 17 (4.20%) SC Cleared
3 15 (3.70%) Degree
4 9 (2.22%) RHCE
5 5 (1.23%) Computer Science Degree
6 4 (0.99%) PhD
7 3 (0.74%) BPSS Clearance
8 2 (0.49%) DBS Check
9 1 (0.25%) ISEB
9 1 (0.25%) ISTQB
Quality Assurance & Compliance
1 7 (1.73%) QA
System Software
1 92 (22.72%) Docker
2 5 (1.23%) Varnish
3 3 (0.74%) HDFS
Systems Management
1 71 (17.53%) Kubernetes
2 62 (15.31%) Terraform
3 31 (7.65%) Ansible
4 18 (4.44%) linkerd
5 16 (3.95%) Puppet
6 14 (3.46%) Opscode Chef
7 8 (1.98%) Istio
8 7 (1.73%) Nagios
9 4 (0.99%) Grafana
9 4 (0.99%) Graphite
9 4 (0.99%) Kibana
9 4 (0.99%) Packer
10 2 (0.49%) CA Single Sign-On
10 2 (0.49%) Consul
10 2 (0.49%) Hadoop YARN
10 2 (0.49%) logstash
10 2 (0.49%) Marathon
10 2 (0.49%) Mesos
10 2 (0.49%) Single Sign-On
11 1 (0.25%) Nessus
Vendors
1 40 (9.88%) Google
2 21 (5.19%) Oracle
3 15 (3.70%) Sybase
4 11 (2.72%) Microsoft
5 9 (2.22%) Splunk
6 7 (1.73%) IBM
7 6 (1.48%) hybris
8 4 (0.99%) Atlassian
8 4 (0.99%) Bloomberg
8 4 (0.99%) MuleSoft
8 4 (0.99%) Percona
8 4 (0.99%) Red Hat
9 3 (0.74%) Informatica
9 3 (0.74%) New Relic
9 3 (0.74%) Talend
10 2 (0.49%) AppDynamics
10 2 (0.49%) F5
10 2 (0.49%) ServiceNow
10 2 (0.49%) Tableau
10 2 (0.49%) Vertica