Period
to 9 December 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Amazon Aurora skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Aurora over the 6 months to 9 December 2019 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK > England
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 773 1024 1132
Rank change year-on-year +251 +108 +69
Permanent jobs citing Amazon Aurora 254 106 42
As % of all permanent IT jobs advertised in England 0.21% 0.072% 0.025%
As % of the Database & Business Intelligence category 0.77% 0.25% 0.083%
Number of salaries quoted 233 76 37
England median annual salary £82,500 £62,500 £55,000
Median salary % change year-on-year +32.00% +13.64% +29.41%
10th Percentile £55,000 £37,500 £34,000
90th Percentile £122,500 £77,500 £65,500
UK median annual salary £82,500 £62,500 £55,000
% change year-on-year +32.00% +13.64% +33.33%

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 permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 33,137 42,596 50,479
As % of all permanent IT jobs advertised in England 26.81% 28.83% 30.20%
Number of salaries quoted 27,674 35,249 41,980
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,000 £31,500 £30,000
90th Percentile £87,500 £85,000 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Amazon Aurora
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Aurora in England

Amazon Aurora
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Aurora in England.

Salary trend for Amazon Aurora in England

Amazon Aurora
Salary Histogram in England

The salary distribution of IT jobs citing Amazon Aurora in England over the 6 months to 9 December 2019.

Salary histogram for Amazon Aurora in England

Amazon Aurora
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Aurora within the England region over the 6 months to 9 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +202 188 £90,000 +33.33% 6
Midlands +44 22 £71,250 +35.71%
South East +38 14 £80,000 +28.00% 2
East Midlands +27 13 £75,000 +42.86%
North of England +43 12 £70,000 +40.00% 3
South West - 11 £59,023 -
West Midlands +25 9 £55,000 -15.38%
East of England +74 7 £80,000 - 3
North West +30 7 £70,000 +47.37% 3
Yorkshire +25 5 £47,500 -5.00%
Amazon Aurora
UK

For the 6 months to 9 December 2019, IT 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 permanent job ads across the England region with a requirement for Amazon Aurora.

1 244 (96.06%) AWS
2 156 (61.42%) Java
2 156 (61.42%) Finance
3 152 (59.84%) Agile Software Development
4 146 (57.48%) Microservices
5 141 (55.51%) MySQL
6 136 (53.54%) Web Services
7 132 (51.97%) PostgreSQL
8 130 (51.18%) SQL
9 109 (42.91%) Asset Management
10 103 (40.55%) SQL Server
11 100 (39.37%) J2EE
12 99 (38.98%) Software Engineering
13 82 (32.28%) Oracle
14 76 (29.92%) Relational Database
15 72 (28.35%) Data Management
16 68 (26.77%) Enterprise Data Management
16 68 (26.77%) Pricing Data
16 68 (26.77%) Dropwizard
16 68 (26.77%) gRPC
17 66 (25.98%) Sybase
17 66 (25.98%) J2SE
17 66 (25.98%) RDBMS
18 60 (23.62%) AWS Lambda
18 60 (23.62%) Serverless
19 55 (21.65%) Amazon DynamoDB
20 54 (21.26%) Amazon RDS
21 50 (19.69%) Docker
22 48 (18.90%) Amazon EC2
23 47 (18.50%) Linux

Amazon Aurora
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 27 (10.63%) Elasticsearch
2 20 (7.87%) Apache Spark
3 14 (5.51%) Apache
4 9 (3.54%) nginx
5 8 (3.15%) CMS
6 6 (2.36%) Adobe Experience Manager
6 6 (2.36%) WordPress
7 4 (1.57%) Confluence
8 3 (1.18%) Tomcat
Applications
1 3 (1.18%) Adobe Premiere
Business Applications
1 12 (4.72%) PolarLake
2 8 (3.15%) FINCAD Analytics
3 2 (0.79%) Eikon
3 2 (0.79%) Markit EDM
Cloud Services
1 244 (96.06%) AWS
2 60 (23.62%) AWS Lambda
2 60 (23.62%) Serverless
3 48 (18.90%) Amazon EC2
4 37 (14.57%) Amazon S3
5 36 (14.17%) Amazon SQS
6 23 (9.06%) Amazon ECS
7 19 (7.48%) CloudFront
7 19 (7.48%) GCP
8 18 (7.09%) Azure
9 17 (6.69%) AWS CloudFormation
9 17 (6.69%) AWS Step Functions
10 16 (6.30%) Amazon EMR
11 13 (5.12%) PaaS
12 12 (4.72%) SaaS
13 9 (3.54%) Kong
14 8 (3.15%) Amazon Kinesis
15 7 (2.76%) Datadog
15 7 (2.76%) Route 53
16 6 (2.36%) Virtual Private Cloud
Communications & Networking
1 11 (4.33%) HTTP
2 10 (3.94%) DNS
3 9 (3.54%) Firewall
3 9 (3.54%) Internet
4 8 (3.15%) FTP
4 8 (3.15%) TCP/IP
5 7 (2.76%) SMTP
6 6 (2.36%) DHCP
6 6 (2.36%) VPN
7 5 (1.97%) MQTT
7 5 (1.97%) SSH
8 2 (0.79%) SSL
9 1 (0.39%) iSCSI
9 1 (0.39%) Kerberos
9 1 (0.39%) NAS
9 1 (0.39%) Network Security
9 1 (0.39%) OpenVPN
9 1 (0.39%) SAN
Database & Business Intelligence
1 141 (55.51%) MySQL
2 132 (51.97%) PostgreSQL
3 103 (40.55%) SQL Server
4 76 (29.92%) Relational Database
5 66 (25.98%) RDBMS
6 55 (21.65%) Amazon DynamoDB
7 54 (21.26%) Amazon RDS
8 40 (15.75%) Amazon Redshift
9 24 (9.45%) OLTP
10 23 (9.06%) NoSQL
11 21 (8.27%) Redis
12 19 (7.48%) Apache Hive
13 16 (6.30%) Big Data
14 15 (5.91%) Amazon Athena
15 12 (4.72%) Hadoop
16 11 (4.33%) Data Warehouse
17 9 (3.54%) MongoDB
18 8 (3.15%) Star Schema
19 6 (2.36%) Electronic Patient Records
19 6 (2.36%) Snowflake Schema
Development Applications
1 45 (17.72%) Jenkins
2 26 (10.24%) Git (software)
3 24 (9.45%) JIRA
4 22 (8.66%) GitLab
5 15 (5.91%) Artifactory
6 14 (5.51%) Selenium
7 12 (4.72%) Visual Studio
8 7 (2.76%) JUnit
8 7 (2.76%) Mockito
9 6 (2.36%) Cucumber
9 6 (2.36%) Jasmine
9 6 (2.36%) Karma Test Runner
9 6 (2.36%) Protractor
9 6 (2.36%) Sonatype Nexus
9 6 (2.36%) Subversion
10 3 (1.18%) Bitbucket
10 3 (1.18%) CircleCI
10 3 (1.18%) NUnit
10 3 (1.18%) SpecFlow
10 3 (1.18%) webpack
General
1 156 (61.42%) Finance
2 45 (17.72%) Banking
3 33 (12.99%) Front Office
4 18 (7.09%) Retail
5 10 (3.94%) Marketing
6 3 (1.18%) Billing
6 3 (1.18%) Legal
6 3 (1.18%) Telecoms
7 1 (0.39%) Investment Banking
7 1 (0.39%) Public Sector
Job Titles
1 114 (44.88%) Developer
2 82 (32.28%) AWS Developer
3 79 (31.10%) Software Engineer
4 78 (30.71%) Java Developer
5 75 (29.53%) AWS Engineer
6 68 (26.77%) Developer/Software Engineer
6 68 (26.77%) Java Engineer
6 68 (26.77%) Java Software Developer
6 68 (26.77%) Java Software Engineer
7 62 (24.41%) AWS Software Engineer
8 21 (8.27%) DBA
9 20 (7.87%) Architect
9 20 (7.87%) Lead Developer
10 17 (6.69%) Solutions Architect
10 17 (6.69%) Technical Manager
11 15 (5.91%) Finance Manager
12 13 (5.12%) Administrator
12 13 (5.12%) C# Developer
12 13 (5.12%) Engineering Manager
12 13 (5.12%) Technical Leader
Libraries, Frameworks & Software Standards
1 136 (53.54%) Web Services
2 100 (39.37%) J2EE
3 68 (26.77%) Dropwizard
3 68 (26.77%) gRPC
4 66 (25.98%) J2SE
5 32 (12.60%) AngularJS
6 31 (12.20%) CSS
7 29 (11.42%) .NET
8 27 (10.63%) Spring
9 19 (7.48%) React
10 18 (7.09%) HTML
11 17 (6.69%) .NET Core
12 15 (5.91%) HTML5
13 13 (5.12%) Kafka
13 13 (5.12%) RESTful
14 11 (4.33%) GraphQL
14 11 (4.33%) LAMP
14 11 (4.33%) RabbitMQ
15 10 (3.94%) Vue.js
16 9 (3.54%) CSS3
Miscellaneous
1 68 (26.77%) Pricing Data
2 42 (16.54%) Analytical Skills
3 34 (13.39%) Derivative
4 33 (12.99%) Foreign Exchange (FX)
5 32 (12.60%) Equities
5 32 (12.60%) Fixed Income
6 24 (9.45%) Reference Data
7 21 (8.27%) Public Cloud
8 17 (6.69%) Hedge funds
9 12 (4.72%) Virtual Team
10 11 (4.33%) Cloud Native
11 10 (3.94%) Management Information System
12 9 (3.54%) Data Structures
13 8 (3.15%) Equity Derivative
13 8 (3.15%) Linux Command Line
13 8 (3.15%) Mobile App
14 5 (1.97%) Algorithms
14 5 (1.97%) Smart Home
15 3 (1.18%) Replication
16 2 (0.79%) Clustering
Operating Systems
1 47 (18.50%) Linux
2 12 (4.72%) Windows
3 9 (3.54%) Unix
4 3 (1.18%) Ubuntu
5 2 (0.79%) CentOS
6 1 (0.39%) Windows Server
Processes & Methodologies
1 152 (59.84%) Agile Software Development
2 146 (57.48%) Microservices
3 109 (42.91%) Asset Management
4 99 (38.98%) Software Engineering
5 72 (28.35%) Data Management
6 68 (26.77%) Enterprise Data Management
7 40 (15.75%) DevOps
8 35 (13.78%) Mentoring
9 28 (11.02%) Analytics
9 28 (11.02%) ETL
10 25 (9.84%) Continuous Integration
10 25 (9.84%) Open Source
11 23 (9.06%) Data Validation
11 23 (9.06%) Validation
12 22 (8.66%) Continuous Delivery
12 22 (8.66%) Problem-Solving
13 17 (6.69%) Test Automation
13 17 (6.69%) Unit Testing
14 16 (6.30%) Data Modelling
15 15 (5.91%) Scrum
Programming Languages
1 156 (61.42%) Java
2 130 (51.18%) SQL
3 45 (17.72%) JavaScript
4 39 (15.35%) Python
5 31 (12.20%) T-SQL
6 24 (9.45%) C#
7 18 (7.09%) PHP
7 18 (7.09%) TypeScript
8 12 (4.72%) Ruby
9 10 (3.94%) Scala
10 8 (3.15%) Bash Shell
11 7 (2.76%) Java 8
12 5 (1.97%) C
13 3 (1.18%) Shell Script
14 2 (0.79%) Go
15 1 (0.39%) Groovy
15 1 (0.39%) Perl
15 1 (0.39%) PowerShell
Qualifications
1 20 (7.87%) Degree
2 14 (5.51%) Computer Science Degree
3 6 (2.36%) AWS Certification
4 1 (0.39%) Oracle Certification
Quality Assurance & Compliance
1 26 (10.24%) Data Quality
2 11 (4.33%) GDPR
3 4 (1.57%) HL7
3 4 (1.57%) QA
4 3 (1.18%) CDISC
5 1 (0.39%) DICOM
System Software
1 50 (19.69%) Docker
2 15 (5.91%) Varnish
3 7 (2.76%) Active Directory
Systems Management
1 39 (15.35%) Kubernetes
2 31 (12.20%) Terraform
3 30 (11.81%) Ansible
4 8 (3.15%) Packer
5 7 (2.76%) Kibana
6 6 (2.36%) Consul
6 6 (2.36%) Docker Swarm
6 6 (2.36%) logstash
6 6 (2.36%) Marathon
6 6 (2.36%) Mesos
7 5 (1.97%) Puppet
8 2 (0.79%) Opscode Chef
8 2 (0.79%) Prometheus
9 1 (0.39%) Grafana
9 1 (0.39%) Microsoft Clustering
9 1 (0.39%) Nagios
9 1 (0.39%) Salt
Vendors
1 82 (32.28%) Oracle
2 66 (25.98%) Sybase
3 35 (13.78%) Microsoft
4 12 (4.72%) Bloomberg
5 7 (2.76%) Splunk
5 7 (2.76%) Talend
6 6 (2.36%) Adobe
7 5 (1.97%) Google
8 4 (1.57%) Cloudera
8 4 (1.57%) Hortonworks
8 4 (1.57%) MicroStrategy
9 3 (1.18%) Informatica
10 2 (0.79%) Cognizant
10 2 (0.79%) Tableau
11 1 (0.39%) NetApp
11 1 (0.39%) New Relic
11 1 (0.39%) Percona
11 1 (0.39%) SAP
11 1 (0.39%) Sun
11 1 (0.39%) Zend