Period
to 16 June 2021

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 16 June 2021 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK > England
6 months to
16 Jun 2021
Same period 2020 Same period 2019
Rank 646 742 952
Rank change year-on-year +96 +210 +147
Permanent jobs citing Amazon Aurora 268 93 145
As % of all permanent jobs advertised in England 0.30% 0.12% 0.11%
As % of the Database & Business Intelligence category 1.10% 0.45% 0.39%
Number of salaries quoted 152 67 131
10th Percentile £52,500 £51,500 £50,000
25th Percentile £73,750 £56,250 £55,625
Median annual salary (50th Percentile) £95,000 £67,500 £67,500
Median % change year-on-year +40.74% - +22.73%
75th Percentile £132,500 £78,750 £77,500
90th Percentile " £100,000 £91,250
UK median annual salary £95,000 £67,500 £67,500
% change year-on-year +40.74% - +22.73%

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 24,391 20,892 37,157
As % of all permanent IT jobs advertised in England 27.04% 27.25% 27.96%
Number of salaries quoted 17,751 17,276 30,920
10th Percentile £33,750 £32,500 £31,250
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £73,750 £70,563
90th Percentile £90,000 £90,000 £86,250
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

Amazon Aurora
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Aurora in England

Amazon Aurora
Salary Trend in England

3-month moving average salary quoted in jobs citing Amazon Aurora in England.

Salary trend for Amazon Aurora in England

Amazon Aurora
Salary Histogram in England

Salary distribution for jobs citing Amazon Aurora in England over the 6 months to 16 June 2021.

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 16 June 2021. 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 +148 227 £95,000 +31.03% 20
South East -15 15 £77,500 -2.52% 4
North of England -42 14 £50,000 -13.04% 12
North West -13 13 £50,000 -16.67% 7
South West -54 6 £37,500 -33.22% 6
East of England -2 4 £90,000 +33.33%
Yorkshire -47 1 £60,000 +4.35% 3
Amazon Aurora
UK

For the 6 months to 16 June 2021, 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.

1 247 (92.16%) AWS
2 177 (66.04%) Microservices
3 171 (63.81%) Agile Software Development
4 167 (62.31%) Serverless
5 163 (60.82%) Software Engineering
6 162 (60.45%) MySQL
7 158 (58.96%) Python
8 148 (55.22%) Java
9 147 (54.85%) AWS Lambda
10 138 (51.49%) SQL
11 136 (50.75%) Finance
12 132 (49.25%) PostgreSQL
13 115 (42.91%) Amazon EC2
14 112 (41.79%) Web Services
15 107 (39.93%) SQL Server
16 106 (39.55%) Banking
17 102 (38.06%) Amazon ECS
18 101 (37.69%) Data Management
19 93 (34.70%) Asset Management
19 93 (34.70%) Docker
20 92 (34.33%) Investment Management
20 92 (34.33%) Hedge funds
21 91 (33.96%) Relational Database
22 88 (32.84%) Pricing Data
22 88 (32.84%) gRPC
22 88 (32.84%) Project Delivery
22 88 (32.84%) Enterprise Data Management
23 83 (30.97%) Git (software)
24 81 (30.22%) Oracle
25 79 (29.48%) JavaScript

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 19 (7.09%) Apache Spark
2 18 (6.72%) Elasticsearch
3 6 (2.24%) Confluence
4 5 (1.87%) Apache
5 4 (1.49%) Apache Airflow
6 3 (1.12%) Adobe Experience Manager
7 1 (0.37%) Apache Solr
7 1 (0.37%) CMS
7 1 (0.37%) IIS
7 1 (0.37%) nginx
Applications
1 1 (0.37%) Adobe Creative Suite
1 1 (0.37%) Figma
Cloud Services
1 247 (92.16%) AWS
2 167 (62.31%) Serverless
3 147 (54.85%) AWS Lambda
4 115 (42.91%) Amazon EC2
5 102 (38.06%) Amazon ECS
6 36 (13.43%) Amazon S3
7 31 (11.57%) GitHub
8 24 (8.96%) SaaS
9 22 (8.21%) AWS CloudFormation
10 17 (6.34%) Azure
10 17 (6.34%) GCP
11 16 (5.97%) Amazon Cognito
11 16 (5.97%) Amazon EKS
11 16 (5.97%) Datadog
12 14 (5.22%) Amazon SQS
13 11 (4.10%) AWS Fargate
14 9 (3.36%) PaaS
15 8 (2.99%) Amazon Kinesis
16 7 (2.61%) Cloud Computing
16 7 (2.61%) CloudFront
Communications & Networking
1 39 (14.55%) HTTP
2 7 (2.61%) Internet
3 1 (0.37%) Reverse Proxy
3 1 (0.37%) TCP/IP
Database & Business Intelligence
1 162 (60.45%) MySQL
2 132 (49.25%) PostgreSQL
3 107 (39.93%) SQL Server
4 91 (33.96%) Relational Database
5 75 (27.99%) RDBMS
6 49 (18.28%) NoSQL
7 46 (17.16%) Redis
8 42 (15.67%) Amazon RDS
9 41 (15.30%) Amazon Redshift
10 31 (11.57%) Amazon DynamoDB
11 20 (7.46%) Amazon Athena
12 18 (6.72%) MongoDB
12 18 (6.72%) Presto
13 10 (3.73%) Data Warehouse
14 8 (2.99%) OLTP
15 6 (2.24%) Hadoop
16 5 (1.87%) Big Data
16 5 (1.87%) MariaDB
17 3 (1.12%) Apache Hive
18 2 (0.75%) Apache Cassandra
Development Applications
1 83 (30.97%) Git (software)
2 34 (12.69%) GitLab
3 31 (11.57%) JIRA
4 18 (6.72%) Jenkins
5 17 (6.34%) Selenium
6 16 (5.97%) Bitbucket
7 15 (5.60%) webpack
8 14 (5.22%) Cypress.io
8 14 (5.22%) Log4Net
8 14 (5.22%) NUnit
8 14 (5.22%) SpecFlow
9 13 (4.85%) Babel
10 7 (2.61%) Atlassian Bamboo
10 7 (2.61%) CircleCI
11 6 (2.24%) Capybara
11 6 (2.24%) Pivotal Tracker
11 6 (2.24%) RSpec
12 5 (1.87%) ER Studio
12 5 (1.87%) Jasmine
12 5 (1.87%) PowerDesigner
General
1 136 (50.75%) Finance
2 106 (39.55%) Banking
3 32 (11.94%) Analytical Skills
4 23 (8.58%) Social Skills
5 21 (7.84%) Marketing
6 12 (4.48%) Billing
7 11 (4.10%) Retail
8 8 (2.99%) Public Sector
9 4 (1.49%) Front Office
10 3 (1.12%) Advertising
10 3 (1.12%) Pharmaceutical
10 3 (1.12%) Publishing
11 1 (0.37%) Documentation Skills
11 1 (0.37%) Electronics
11 1 (0.37%) Games
11 1 (0.37%) Influencing Skills
11 1 (0.37%) Manufacturing
11 1 (0.37%) Organisational Skills
Job Titles
1 148 (55.22%) Developer
2 138 (51.49%) Software Engineer
3 92 (34.33%) AWS Developer
3 92 (34.33%) Developer/Software Engineer
4 91 (33.96%) AWS Engineer
5 88 (32.84%) AWS Software Engineer
6 72 (26.87%) Programmer
6 72 (26.87%) Software Programmer
7 57 (21.27%) Python Engineer
8 51 (19.03%) Java Engineer
9 49 (18.28%) Java Developer
10 47 (17.54%) Python Software Engineer
11 46 (17.16%) Java Software Developer
11 46 (17.16%) Java Software Engineer
11 46 (17.16%) Python Developer
12 36 (13.43%) Java Programmer
12 36 (13.43%) Python Programmer
13 31 (11.57%) Senior Developer
14 28 (10.45%) Senior Software Engineer
15 15 (5.60%) .NET Developer
Libraries, Frameworks & Software Standards
1 112 (41.79%) Web Services
2 88 (32.84%) gRPC
3 66 (24.63%) React
4 58 (21.64%) Node.js
5 48 (17.91%) Kafka
6 41 (15.30%) J2EE
7 33 (12.31%) RabbitMQ
7 33 (12.31%) REST
8 32 (11.94%) AngularJS
9 31 (11.57%) React Native
10 26 (9.70%) HTML
11 25 (9.33%) CSS
12 24 (8.96%) Vue.js
13 23 (8.58%) .NET
14 21 (7.84%) .NET Core
14 21 (7.84%) JSON
15 18 (6.72%) XML
16 16 (5.97%) Jest
16 16 (5.97%) Next.js
16 16 (5.97%) Redux
Miscellaneous
1 92 (34.33%) Hedge funds
2 88 (32.84%) Pricing Data
3 19 (7.09%) User Experience
4 17 (6.34%) Enterprise Software
5 12 (4.48%) Credit Risk
6 6 (2.24%) Cloud Native
7 4 (1.49%) Derivative
7 4 (1.49%) Fixed Income
8 3 (1.12%) Greenfield Project
8 3 (1.12%) Mobile App
9 2 (0.75%) CMDB
10 1 (0.37%) Client/Server
10 1 (0.37%) Data Centre
10 1 (0.37%) Data Structures
10 1 (0.37%) Replication
Operating Systems
1 14 (5.22%) Linux
2 13 (4.85%) Unix
3 4 (1.49%) Windows
4 1 (0.37%) Android
4 1 (0.37%) Apple iOS
4 1 (0.37%) Windows Server
Processes & Methodologies
1 177 (66.04%) Microservices
2 171 (63.81%) Agile Software Development
3 163 (60.82%) Software Engineering
4 101 (37.69%) Data Management
5 93 (34.70%) Asset Management
6 92 (34.33%) Investment Management
7 88 (32.84%) Enterprise Data Management
7 88 (32.84%) Project Delivery
8 40 (14.93%) TDD
9 37 (13.81%) DevOps
10 32 (11.94%) Test Automation
11 31 (11.57%) Problem-Solving
12 30 (11.19%) Continuous Delivery
12 30 (11.19%) Pair Programming
13 29 (10.82%) Analytics
14 28 (10.45%) OO
15 27 (10.07%) BDD
15 27 (10.07%) Continuous Integration
16 22 (8.21%) High Availability
16 22 (8.21%) Scrum
Programming Languages
1 158 (58.96%) Python
2 148 (55.22%) Java
3 138 (51.49%) SQL
4 79 (29.48%) JavaScript
5 38 (14.18%) PHP
6 28 (10.45%) C#
7 26 (9.70%) TypeScript
8 17 (6.34%) PowerShell
9 16 (5.97%) Groovy
10 15 (5.60%) Scala
11 12 (4.48%) Kotlin
12 10 (3.73%) C++
12 10 (3.73%) PHP 7
13 9 (3.36%) Ruby
14 7 (2.61%) ES6
15 6 (2.24%) Go
15 6 (2.24%) PHP 5
16 2 (0.75%) Bash Shell
16 2 (0.75%) Objective-C
16 2 (0.75%) Shell Script
Qualifications
1 14 (5.22%) Degree
2 8 (2.99%) Master's Degree
2 8 (2.99%) SC Cleared
2 8 (2.99%) Security Cleared
3 7 (2.61%) Computer Science Degree
4 4 (1.49%) DBS Check
5 2 (0.75%) AWS Certification
Quality Assurance & Compliance
1 10 (3.73%) QA
2 4 (1.49%) Data Quality
3 1 (0.37%) ISO/IEC 27001
System Software
1 93 (34.70%) Docker
2 1 (0.37%) Apache ZooKeeper
2 1 (0.37%) Firmware
Systems Management
1 73 (27.24%) Kubernetes
2 37 (13.81%) Ansible
3 36 (13.43%) Terraform
4 18 (6.72%) Istio
5 15 (5.60%) Grafana
6 14 (5.22%) Graphite
6 14 (5.22%) Graylog
6 14 (5.22%) Opsgenie
7 4 (1.49%) Packer
8 1 (0.37%) Consul
8 1 (0.37%) Mesos
8 1 (0.37%) Opscode Chef
8 1 (0.37%) Prometheus
8 1 (0.37%) Puppet
8 1 (0.37%) Salt
Vendors
1 81 (30.22%) Oracle
2 72 (26.87%) Sybase
3 13 (4.85%) Samsung
4 12 (4.48%) Google
5 7 (2.61%) GoldenSource
6 6 (2.24%) BT
7 5 (1.87%) Databricks
8 4 (1.49%) Adobe
8 4 (1.49%) Apple
8 4 (1.49%) Zend
9 3 (1.12%) Talend
10 2 (0.75%) OutSystems
11 1 (0.37%) Microsoft