Period
to 4 April 2020

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Amazon Aurora skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon Aurora over the 6 months to 4 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 Aurora
Central London > City of London
6 months to
4 Apr 2020
Same period 2019 Same period 2018
Rank 168 237 252
Rank change year-on-year +69 +15 -
Contract jobs citing Amazon Aurora 8 12 3
As % of all contract jobs advertised in the City of London 0.19% 0.18% 0.042%
As % of the Database & Business Intelligence category 0.82% 0.69% 0.17%
Number of daily rates quoted 5 7 3
Median daily rate £525 £700 £650
Median daily rate % change year-on-year -25.00% +7.69% -
10th Percentile £405 £438 £625
90th Percentile £753 £750 £675
Central London median daily rate £688 £625 £650
% change year-on-year +10.00% -3.85% -
Number of hourly rates quoted 0 1 0
Median hourly rate - £35.00 -
Central London median hourly rate - £35.00 -

Amazon Aurora 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 the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Contract vacancies with a requirement for database or business intelligence skills 978 1,741 1,761
As % of all contract IT jobs advertised in the City of London 23.46% 25.68% 24.83%
Number of daily rates quoted 735 1,383 1,482
Median daily rate £510 £536 £525
Median daily rate % change year-on-year -4.80% +2.04% +5.00%
10th Percentile £363 £406 £363
90th Percentile £675 £675 £688
Central London median daily rate £500 £525 £513
% change year-on-year -4.76% +2.44% +7.89%
Number of hourly rates quoted 6 6 9
Median hourly rate £35.00 £35.00 £22.50
Median hourly rate % change year-on-year - +55.56% +0.74%
10th Percentile £24.50 £27.38 £20.06
90th Percentile £37.13 £56.50 £38.41
Median hourly rate £35.00 £28.75 £27.50
% change year-on-year +21.74% +4.55% +23.13%

Amazon Aurora
Job Vacancy Trend in the City of London

Job postings citing Amazon Aurora as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Amazon Aurora in the City of London

Amazon Aurora
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Amazon Aurora in the City of London.

Daily rate trend for Amazon Aurora in the City of London

Amazon Aurora
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Amazon Aurora in the City of London over the 6 months to 4 April 2020.

Daily rate histogram for Amazon Aurora in the City of London

For the 6 months to 4 April 2020, IT contractor jobs citing Amazon Aurora 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 City of London region with a requirement for Amazon Aurora.

1 7 (87.50%) AWS
2 5 (62.50%) Java
2 5 (62.50%) Python
3 4 (50.00%) Docker
3 4 (50.00%) Amazon S3
4 3 (37.50%) AWS Lambda
4 3 (37.50%) Microservices
4 3 (37.50%) AngularJS
4 3 (37.50%) Amazon RDS
4 3 (37.50%) MySQL
4 3 (37.50%) Linux
4 3 (37.50%) Migration
4 3 (37.50%) PostgreSQL
5 2 (25.00%) Data Architecture
5 2 (25.00%) Agile Software Development
5 2 (25.00%) Hadoop
5 2 (25.00%) Amazon EC2
5 2 (25.00%) Bash Shell
5 2 (25.00%) MongoDB
5 2 (25.00%) Apache Cassandra
5 2 (25.00%) NoSQL
5 2 (25.00%) Node.js
5 2 (25.00%) REST
5 2 (25.00%) Splunk
5 2 (25.00%) Oracle
5 2 (25.00%) Web Services
5 2 (25.00%) SQL
5 2 (25.00%) Data Modelling
5 2 (25.00%) ETL
5 2 (25.00%) Spring

Amazon Aurora
Co-occurring IT Skills in the City of London 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 2 (25.00%) Apache Spark
2 1 (12.50%) Apache Airflow
2 1 (12.50%) Apache Pig
2 1 (12.50%) Oracle Workflow
2 1 (12.50%) Tomcat
Business Applications
1 1 (12.50%) FINCAD Analytics
Cloud Services
1 7 (87.50%) AWS
2 4 (50.00%) Amazon S3
3 3 (37.50%) AWS Lambda
4 2 (25.00%) Amazon CloudWatch
4 2 (25.00%) Amazon EC2
4 2 (25.00%) Amazon Kinesis
4 2 (25.00%) Amazon SageMaker
4 2 (25.00%) AWS Fargate
4 2 (25.00%) OpenShift
5 1 (12.50%) Amazon ECS
5 1 (12.50%) Amazon EMR
5 1 (12.50%) Amazon SQS
5 1 (12.50%) AWS CodePipeline
5 1 (12.50%) AWS Step Functions
5 1 (12.50%) GitHub
5 1 (12.50%) Serverless
Database & Business Intelligence
1 3 (37.50%) Amazon RDS
1 3 (37.50%) MySQL
1 3 (37.50%) PostgreSQL
2 2 (25.00%) Amazon Redshift
2 2 (25.00%) Apache Cassandra
2 2 (25.00%) Hadoop
2 2 (25.00%) MongoDB
2 2 (25.00%) NoSQL
2 2 (25.00%) Presto
2 2 (25.00%) Redis
3 1 (12.50%) Amazon Athena
3 1 (12.50%) Apache Hive
3 1 (12.50%) Big Data
3 1 (12.50%) Data Warehouse
3 1 (12.50%) HBase
3 1 (12.50%) KDB
3 1 (12.50%) Relational Database
Development Applications
1 2 (25.00%) Jenkins
2 1 (12.50%) Git (software)
2 1 (12.50%) Liquibase
2 1 (12.50%) Maven
General
1 1 (12.50%) Finance
1 1 (12.50%) Front Office
1 1 (12.50%) Public Sector
Job Titles
1 3 (37.50%) Architect
2 2 (25.00%) AWS Architect
2 2 (25.00%) AWS Engineer
2 2 (25.00%) DevOps Engineer
2 2 (25.00%) Solutions Architect
3 1 (12.50%) AWS DevOps
3 1 (12.50%) AWS DevOps Engineer
3 1 (12.50%) AWS Solutions Architect
3 1 (12.50%) Data Analytics Engineer
3 1 (12.50%) Data Engineer
3 1 (12.50%) Database Engineer
3 1 (12.50%) DevOps Engineer - Fintech
3 1 (12.50%) Reliability Engineer
3 1 (12.50%) Senior Software Engineer
3 1 (12.50%) Software Engineer
3 1 (12.50%) Technical Architect
3 1 (12.50%) Technical Solutions Architect
3 1 (12.50%) Web Architect
Libraries, Frameworks & Software Standards
1 3 (37.50%) AngularJS
2 2 (25.00%) Apache NiFi
2 2 (25.00%) Kafka
2 2 (25.00%) Node.js
2 2 (25.00%) REST
2 2 (25.00%) Spring
2 2 (25.00%) Web Services
3 1 (12.50%) ActiveMQ
3 1 (12.50%) Backbone.js
3 1 (12.50%) Esper
3 1 (12.50%) Hibernate
3 1 (12.50%) LAMP
3 1 (12.50%) NumPy
3 1 (12.50%) Pyramid
3 1 (12.50%) PySpark
3 1 (12.50%) RabbitMQ
3 1 (12.50%) React
3 1 (12.50%) SciPy
3 1 (12.50%) Spring Boot
Miscellaneous
1 1 (12.50%) Algorithms
1 1 (12.50%) Derivative
1 1 (12.50%) Fixed Income
1 1 (12.50%) Hedge funds
1 1 (12.50%) Linux Command Line
Operating Systems
1 3 (37.50%) Linux
2 1 (12.50%) CentOS
Processes & Methodologies
1 3 (37.50%) Microservices
1 3 (37.50%) Migration
2 2 (25.00%) Agile Software Development
2 2 (25.00%) Data Architecture
2 2 (25.00%) Data Modelling
2 2 (25.00%) DevOps
2 2 (25.00%) Digital Transformation Programme
2 2 (25.00%) ETL
3 1 (12.50%) Analytics
3 1 (12.50%) Business Intelligence
3 1 (12.50%) Computer Science
3 1 (12.50%) Continuous Integration
3 1 (12.50%) MapReduce
3 1 (12.50%) Mathematics
3 1 (12.50%) Open Source
3 1 (12.50%) Quantitative Analysis
3 1 (12.50%) Software Engineering
3 1 (12.50%) Stakeholder Management
3 1 (12.50%) Statistics
3 1 (12.50%) Workflow
Programming Languages
1 5 (62.50%) Java
1 5 (62.50%) Python
2 2 (25.00%) Bash Shell
2 2 (25.00%) SQL
3 1 (12.50%) C
3 1 (12.50%) C#
3 1 (12.50%) C++
3 1 (12.50%) Go
3 1 (12.50%) Ruby
3 1 (12.50%) Scala
Qualifications
1 1 (12.50%) AWS Certification
1 1 (12.50%) Degree
1 1 (12.50%) Numerate Degree
1 1 (12.50%) SC Cleared
1 1 (12.50%) Security Cleared
System Software
1 4 (50.00%) Docker
2 1 (12.50%) Apache Flume
2 1 (12.50%) HDFS
2 1 (12.50%) zsh
Systems Management
1 2 (25.00%) Kubernetes
2 1 (12.50%) Ansible
2 1 (12.50%) Puppet
2 1 (12.50%) Salt
2 1 (12.50%) Terraform
Vendors
1 2 (25.00%) MuleSoft
1 2 (25.00%) Oracle
1 2 (25.00%) Splunk
2 1 (12.50%) Bloomberg
2 1 (12.50%) Greenplum
2 1 (12.50%) SaltStack