Period
to 15 December 2019

The following table provides summary statistics for contract job vacancies advertised in 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 15 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 Aurora
England > London
6 months to
15 Dec 2019
Same period 2018 Same period 2017
Rank 442 577 623
Rank change year-on-year +135 +46 +11
Contract jobs citing Amazon Aurora 95 62 10
As % of all contract IT jobs advertised in London 0.28% 0.13% 0.021%
As % of the Database & Business Intelligence category 1.19% 0.55% 0.089%
Number of daily rates quoted 32 43 6
London median daily rate £700 £625 £525
Median daily rate % change year-on-year +12.00% +19.05% -12.50%
10th Percentile £468 £450 £413
90th Percentile £813 £748 £638
England median daily rate £625 £550 £525
% change year-on-year +13.64% +4.76% -2.33%
Number of hourly rates quoted 0 1 0
London median hourly rate - £35.00 -
England 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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 7,990 11,335 11,229
As % of all contract IT jobs advertised in London 23.80% 24.38% 23.64%
Number of daily rates quoted 5,733 8,448 8,383
London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £363 £363 £350
90th Percentile £700 £675 £663
England median daily rate £475 £475 £463
% change year-on-year - +2.70% +8.82%
Number of hourly rates quoted 59 48 64
London median hourly rate £35.00 £27.62 £26.97
Median hourly rate % change year-on-year +26.74% +2.40% -16.38%
10th Percentile £15.58 £18.35 £18.08
90th Percentile £59.90 £50.50 £58.75
England median hourly rate £32.50 £32.50 £33.00
% change year-on-year - -1.52% +17.86%

Amazon Aurora
Job Vacancy Trend in London

Job postings citing Amazon Aurora as a percentage of all IT jobs advertised in London.

Job vacancy trend for Amazon Aurora in London

Amazon Aurora
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Amazon Aurora in London

Amazon Aurora
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Amazon Aurora in London over the 6 months to 15 December 2019.

Contractor daily rate histogram for Amazon Aurora in London

Amazon Aurora
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon Aurora within the London region over the 6 months to 15 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
Central London +47 7 £775 +48.33% 4
East London +37 5 £550 -19.12%
South London +47 2 £375 -25.00%
North London +9 1 £350 -
Amazon Aurora
England

For the 6 months to 15 December 2019, 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 London region with a requirement for Amazon Aurora.

1 87 (91.58%) AWS
2 77 (81.05%) Java
3 68 (71.58%) Web Services
4 67 (70.53%) PostgreSQL
5 63 (66.32%) Asset Management
5 63 (66.32%) Software Engineering
5 63 (66.32%) Microservices
6 61 (64.21%) Finance
7 59 (62.11%) SQL
8 50 (52.63%) J2EE
9 49 (51.58%) Oracle
9 49 (51.58%) Front Office
9 49 (51.58%) Amazon Athena
10 48 (50.53%) Fixed Income
11 47 (49.47%) Python
12 45 (47.37%) Analytics
13 42 (44.21%) Hedge funds
14 41 (43.16%) NoSQL
14 41 (43.16%) Derivative
14 41 (43.16%) AWS Step Functions
15 40 (42.11%) FINCAD Analytics
15 40 (42.11%) Amazon DynamoDB
16 39 (41.05%) Relational Database
17 38 (40.00%) RDBMS
17 38 (40.00%) Sybase
18 36 (37.89%) Foreign Exchange (FX)
19 35 (36.84%) Azure
20 33 (34.74%) Banking
21 32 (33.68%) GCP
22 31 (32.63%) Risk Analytics

Amazon Aurora
Co-occurring IT Skills in 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 22 (23.16%) Apache Spark
2 4 (4.21%) Confluence
3 3 (3.16%) Apache
4 2 (2.11%) Elasticsearch
4 2 (2.11%) nginx
5 1 (1.05%) Moodle
5 1 (1.05%) Tomcat
5 1 (1.05%) Totara
Business Applications
1 40 (42.11%) FINCAD Analytics
2 12 (12.63%) PolarLake
3 10 (10.53%) Markit EDM
Cloud Services
1 87 (91.58%) AWS
2 41 (43.16%) AWS Step Functions
3 35 (36.84%) Azure
4 32 (33.68%) GCP
5 26 (27.37%) Amazon S3
6 21 (22.11%) AWS Lambda
7 20 (21.05%) Serverless
8 11 (11.58%) Amazon SQS
9 8 (8.42%) Amazon Kinesis
10 7 (7.37%) Amazon EMR
11 6 (6.32%) Amazon CloudWatch
12 4 (4.21%) AWS Fargate
13 3 (3.16%) Cloud Computing
14 2 (2.11%) Amazon EC2
14 2 (2.11%) Amazon ECS
14 2 (2.11%) Amazon SageMaker
14 2 (2.11%) GitHub
14 2 (2.11%) Virtual Private Cloud
15 1 (1.05%) Amazon Cognito
15 1 (1.05%) Amazon EKS
Communications & Networking
1 4 (4.21%) Kerberos
2 1 (1.05%) Network Security
2 1 (1.05%) SSH
2 1 (1.05%) Unified Communications
Database & Business Intelligence
1 67 (70.53%) PostgreSQL
2 49 (51.58%) Amazon Athena
3 41 (43.16%) NoSQL
4 40 (42.11%) Amazon DynamoDB
5 39 (41.05%) Relational Database
6 38 (40.00%) RDBMS
7 30 (31.58%) MySQL
8 25 (26.32%) Amazon Redshift
8 25 (26.32%) MongoDB
9 24 (25.26%) SQL Server
10 19 (20.00%) Redis
11 17 (17.89%) HBase
12 16 (16.84%) Amazon RDS
12 16 (16.84%) Apache Cassandra
12 16 (16.84%) Couchbase
12 16 (16.84%) DB2
12 16 (16.84%) MariaDB
12 16 (16.84%) Neo4j
13 14 (14.74%) Presto
14 13 (13.68%) Hadoop
Development Applications
1 19 (20.00%) Jenkins
2 16 (16.84%) Git (software)
3 13 (13.68%) Maven
4 5 (5.26%) JIRA
5 4 (4.21%) Eclipse
5 4 (4.21%) Gradle
5 4 (4.21%) IntelliJ
5 4 (4.21%) JUnit
5 4 (4.21%) Mercurial
5 4 (4.21%) Mockito
6 1 (1.05%) Bitbucket
6 1 (1.05%) CircleCI
6 1 (1.05%) GitLab
6 1 (1.05%) Sonatype Nexus
General
1 61 (64.21%) Finance
2 49 (51.58%) Front Office
3 33 (34.74%) Banking
4 2 (2.11%) Public Sector
5 1 (1.05%) Back Office
5 1 (1.05%) Investment Banking
5 1 (1.05%) Pharmaceutical
5 1 (1.05%) Retail
Job Titles
1 61 (64.21%) Developer
2 42 (44.21%) AWS Developer
3 41 (43.16%) Software Engineer
4 37 (38.95%) Java Developer
5 31 (32.63%) AWS Engineer
6 28 (29.47%) Developer/Software Engineer
7 27 (28.42%) Java Engineer
8 25 (26.32%) AWS Software Engineer
9 24 (25.26%) Java Software Engineer
10 23 (24.21%) Java Software Developer
11 19 (20.00%) NoSQL Developer
12 16 (16.84%) Senior Developer
13 12 (12.63%) Senior Software Engineer
14 11 (11.58%) NoSQL Engineer
15 10 (10.53%) Lead Developer
16 8 (8.42%) Cloud Developer
17 6 (6.32%) Architect
17 6 (6.32%) Data Analytics Engineer
17 6 (6.32%) Senior NoSQL Engineer
18 5 (5.26%) Backend Developer
Libraries, Frameworks & Software Standards
1 68 (71.58%) Web Services
2 50 (52.63%) J2EE
3 23 (24.21%) Dropwizard
3 23 (24.21%) gRPC
4 22 (23.16%) J2SE
5 15 (15.79%) Kafka
6 10 (10.53%) AngularJS
7 9 (9.47%) Apache NiFi
7 9 (9.47%) Backbone.js
7 9 (9.47%) Esper
7 9 (9.47%) NumPy
7 9 (9.47%) Pyramid
7 9 (9.47%) React
7 9 (9.47%) SciPy
8 8 (8.42%) .NET
8 8 (8.42%) Node.js
9 6 (6.32%) React Native
10 5 (5.26%) Pandas
10 5 (5.26%) REST
10 5 (5.26%) Spring
Miscellaneous
1 48 (50.53%) Fixed Income
2 42 (44.21%) Hedge funds
3 41 (43.16%) Derivative
4 36 (37.89%) Foreign Exchange (FX)
5 31 (32.63%) Equity Derivative
6 23 (24.21%) Pricing Data
7 20 (21.05%) Equities
8 16 (16.84%) Market Risk
8 16 (16.84%) Public Cloud
9 9 (9.47%) Algorithms
10 5 (5.26%) Data Structures
10 5 (5.26%) Reference Data
11 3 (3.16%) Blog
11 3 (3.16%) Cloud Native
11 3 (3.16%) Greenfield Project
11 3 (3.16%) Private Cloud
12 2 (2.11%) Analytical Skills
13 1 (1.05%) Digital Media
13 1 (1.05%) Mobile App
13 1 (1.05%) Mobile Banking
Operating Systems
1 14 (14.74%) Linux
2 2 (2.11%) Windows
3 1 (1.05%) CentOS
3 1 (1.05%) Windows Server
Processes & Methodologies
1 63 (66.32%) Asset Management
1 63 (66.32%) Microservices
1 63 (66.32%) Software Engineering
2 45 (47.37%) Analytics
3 31 (32.63%) Risk Analytics
4 27 (28.42%) Data Management
4 27 (28.42%) Enterprise Data Management
5 18 (18.95%) Migration
6 16 (16.84%) Investment Management
7 14 (14.74%) ETL
8 13 (13.68%) Agile Software Development
9 10 (10.53%) Continuous Integration
9 10 (10.53%) Data Analysis
9 10 (10.53%) DevOps
9 10 (10.53%) Open Source
10 9 (9.47%) Computer Science
10 9 (9.47%) Mathematics
10 9 (9.47%) Statistics
10 9 (9.47%) Time Series Analysis
11 7 (7.37%) TDD
Programming Languages
1 77 (81.05%) Java
2 59 (62.11%) SQL
3 47 (49.47%) Python
4 23 (24.21%) C#
5 21 (22.11%) C++
6 16 (16.84%) Kotlin
7 14 (14.74%) R
8 8 (8.42%) C
9 7 (7.37%) Scala
10 6 (6.32%) Groovy
11 5 (5.26%) PHP
12 4 (4.21%) Bash Shell
12 4 (4.21%) Shell Script
13 2 (2.11%) JavaScript
14 1 (1.05%) Go
14 1 (1.05%) PowerShell
14 1 (1.05%) Ruby
Qualifications
1 9 (9.47%) Degree
2 6 (6.32%) Numerate Degree
3 4 (4.21%) AWS Certification
3 4 (4.21%) Security Cleared
4 3 (3.16%) SC Cleared
System Software
1 10 (10.53%) Docker
2 2 (2.11%) Active Directory
Systems Management
1 12 (12.63%) Kubernetes
2 7 (7.37%) Ansible
3 3 (3.16%) Terraform
4 2 (2.11%) ZABBIX
5 1 (1.05%) Consul
5 1 (1.05%) Istio
5 1 (1.05%) Packer
Vendors
1 49 (51.58%) Oracle
2 38 (40.00%) Sybase
3 21 (22.11%) Bloomberg
4 17 (17.89%) Google
5 4 (4.21%) Cognizant
6 3 (3.16%) Microsoft
7 2 (2.11%) Greenplum
7 2 (2.11%) Splunk
8 1 (1.05%) hybris
8 1 (1.05%) MicroStrategy
8 1 (1.05%) MKS
8 1 (1.05%) MuleSoft
8 1 (1.05%) Percona
8 1 (1.05%) Red Hat
8 1 (1.05%) Talend