Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 3 July 2022 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK > Work from Home
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 498 498 297
Rank change year-on-year 0 -201 +47
Permanent jobs citing Amazon Aurora 431 121 10
As % of all permanent jobs with a WFH option 0.54% 0.32% 0.11%
As % of the Database & Business Intelligence category 1.82% 1.05% 0.38%
Number of salaries quoted 75 77 9
10th Percentile £53,750 £44,000 £58,250
25th Percentile £80,000 £55,000 -
Median annual salary (50th Percentile) £87,500 £77,500 £60,000
Median % change year-on-year +12.90% +29.17% -14.29%
75th Percentile £96,250 £90,000 £73,750
90th Percentile £100,000 £125,250 -
UK median annual salary £85,000 £95,000 £67,500
% change year-on-year -10.53% +40.74% -1.10%

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 with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 23,696 11,577 2,598
As % of all permanent jobs with a WFH option 29.89% 30.80% 28.98%
Number of salaries quoted 11,290 8,754 2,213
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +8.91%

Amazon Aurora
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Amazon Aurora as a proportion of all IT jobs advertised.

Amazon Aurora trend for jobs with a WFH option

Amazon Aurora
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Amazon Aurora.

Amazon Aurora salary trend for jobs with a WFH option

Amazon Aurora
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Amazon Aurora over the 6 months to 3 July 2022.

Amazon Aurora salary histogram for jobs with a WFH option

For the 6 months to 3 July 2022, Amazon Aurora job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Amazon Aurora.

1 311 (72.16%) AWS
2 309 (71.69%) Docker
3 271 (62.88%) Java
4 267 (61.95%) PostgreSQL
5 263 (61.02%) Kubernetes
6 255 (59.16%) Software Engineering
7 247 (57.31%) Agile
8 238 (55.22%) Kafka
9 235 (54.52%) CI/CD
10 233 (54.06%) Finance
11 199 (46.17%) Test Automation
12 197 (45.71%) Microservices
13 176 (40.84%) MySQL
13 176 (40.84%) Python
14 156 (36.19%) React
15 143 (33.18%) React Native
16 125 (29.00%) DevOps
16 125 (29.00%) Serverless
17 124 (28.77%) Jenkins
17 124 (28.77%) Kotlin
18 118 (27.38%) SQL
19 117 (27.15%) Peer-to-Peer Lending
19 117 (27.15%) Zopa
20 116 (26.91%) Social Skills
21 112 (25.99%) TDD
22 111 (25.75%) AWS Lambda
23 110 (25.52%) RabbitMQ
24 107 (24.83%) Terraform
24 107 (24.83%) Babel
25 99 (22.97%) Infrastructure as Code

Amazon Aurora
Co-occurring IT Skills with a WFH Option 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 45 (10.44%) Apache
2 12 (2.78%) Apache Spark
2 12 (2.78%) CMS
3 5 (1.16%) nginx
4 1 (0.23%) Confluence
4 1 (0.23%) SAS
4 1 (0.23%) Traefik
Applications
1 1 (0.23%) Microsoft Excel
Business Applications
1 14 (3.25%) Payment Gateway
Cloud Services
1 311 (72.16%) AWS
2 125 (29.00%) Serverless
3 111 (25.75%) AWS Lambda
4 83 (19.26%) AWS CloudFormation
5 77 (17.87%) Amazon S3
6 75 (17.40%) Amazon SQS
7 73 (16.94%) Amazon EC2
8 62 (14.39%) Amazon Kinesis
9 56 (12.99%) Amazon ECS
10 55 (12.76%) Amazon CloudWatch
11 42 (9.74%) SaaS
12 35 (8.12%) Amazon ElastiCache
13 34 (7.89%) GCP
14 32 (7.42%) Azure
15 25 (5.80%) BrowserStack
15 25 (5.80%) Sauce Labs
16 22 (5.10%) Amazon Neptune
17 17 (3.94%) Cloud Computing
18 16 (3.71%) GitHub
19 13 (3.02%) Amazon MSK
Communications & Networking
1 14 (3.25%) SMS
2 13 (3.02%) PPP
3 7 (1.62%) DNS
3 7 (1.62%) Internet
3 7 (1.62%) Skype
4 5 (1.16%) SD-WAN
4 5 (1.16%) WAN
5 2 (0.46%) OpenVPN
6 1 (0.23%) VPN
Database & Business Intelligence
1 267 (61.95%) PostgreSQL
2 176 (40.84%) MySQL
3 87 (20.19%) Relational Database
4 70 (16.24%) DynamoDB
5 58 (13.46%) Redis
6 44 (10.21%) Amazon Redshift
7 41 (9.51%) Amazon RDS
8 32 (7.42%) NoSQL
9 26 (6.03%) MongoDB
10 24 (5.57%) Big Data
10 24 (5.57%) Data Warehouse
11 18 (4.18%) Oracle Database
12 17 (3.94%) Amazon Athena
12 17 (3.94%) SQL Server
13 16 (3.71%) Data Lake
14 15 (3.48%) Elasticsearch
15 14 (3.25%) Amazon QuickSight
16 13 (3.02%) CockroachDB
17 11 (2.55%) Metadata
18 7 (1.62%) Looker
Development Applications
1 124 (28.77%) Jenkins
2 107 (24.83%) Babel
3 76 (17.63%) GitLab
4 65 (15.08%) Git (software)
5 56 (12.99%) Postman
6 50 (11.60%) Cypress.io
6 50 (11.60%) Selenium
7 35 (8.12%) Appium
8 32 (7.42%) Bitbucket
9 13 (3.02%) Artifactory
10 11 (2.55%) CircleCI
11 10 (2.32%) REST Assured
12 3 (0.70%) Cucumber
13 2 (0.46%) Jasmine
13 2 (0.46%) JIRA
13 2 (0.46%) Karma Test Runner
13 2 (0.46%) Snyk
13 2 (0.46%) Storybook
14 1 (0.23%) Mercurial
14 1 (0.23%) Travis CI
General
1 233 (54.06%) Finance
2 116 (26.91%) Social Skills
3 91 (21.11%) Retail
4 67 (15.55%) Banking
5 44 (10.21%) Billing
6 20 (4.64%) Advertising
6 20 (4.64%) Inclusion and Diversity
7 19 (4.41%) Analytical Skills
8 17 (3.94%) Games
9 13 (3.02%) Marketing
10 8 (1.86%) Finnish Language
11 7 (1.62%) Organisational Skills
11 7 (1.62%) Retail Finance
12 2 (0.46%) Law
13 1 (0.23%) Legal
13 1 (0.23%) Pharmaceutical
Job Titles
1 188 (43.62%) Software Engineer
2 99 (22.97%) Senior Software Engineer
3 65 (15.08%) Java Engineer
3 65 (15.08%) Senior Java Engineer
4 56 (12.99%) QA Engineer
5 52 (12.06%) Java Software Engineer
5 52 (12.06%) Senior Java Software Engineer
6 41 (9.51%) Developer
7 34 (7.89%) DevOps Engineer
8 27 (6.26%) Principal Engineer
9 21 (4.87%) Development Engineer
9 21 (4.87%) Mobile Engineer
9 21 (4.87%) Principal Software Engineer
9 21 (4.87%) Senior Development Engineer
9 21 (4.87%) Senior Software Development Engineer
9 21 (4.87%) Software Development Engineer
10 20 (4.64%) Architect
10 20 (4.64%) Senior DevOps
10 20 (4.64%) Senior DevOps Engineer
11 19 (4.41%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 238 (55.22%) Kafka
2 156 (36.19%) React
3 143 (33.18%) React Native
4 110 (25.52%) RabbitMQ
5 90 (20.88%) RESTful
6 89 (20.65%) Spring
6 89 (20.65%) Spring Boot
7 79 (18.33%) REST
8 68 (15.78%) Middleware
8 68 (15.78%) Node.js
9 61 (14.15%) CSS
9 61 (14.15%) HTML
9 61 (14.15%) Samza
10 44 (10.21%) Laravel
11 40 (9.28%) GraphQL
11 40 (9.28%) Symfony
12 38 (8.82%) AngularJS
13 37 (8.58%) .NET
13 37 (8.58%) HTML5
13 37 (8.58%) LAMP
Miscellaneous
1 69 (16.01%) Mobile App
2 44 (10.21%) Credit Risk
3 35 (8.12%) Cloud Native
4 26 (6.03%) Self-Motivation
5 23 (5.34%) Low-Code
6 22 (5.10%) Semantic Web
7 17 (3.94%) Virtual Team
8 14 (3.25%) Client/Server
8 14 (3.25%) Data Structures
9 13 (3.02%) Cyber Defence
9 13 (3.02%) Cyberattack
9 13 (3.02%) Private Cloud
10 10 (2.32%) Greenfield Project
10 10 (2.32%) Media Streaming
11 9 (2.09%) Hackathon
12 8 (1.86%) Legacy Systems
13 7 (1.62%) Blog
13 7 (1.62%) Foreign Exchange (FX)
13 7 (1.62%) NHS
14 5 (1.16%) CMDB
Operating Systems
1 58 (13.46%) Linux
2 34 (7.89%) Ubuntu
3 5 (1.16%) Windows
3 5 (1.16%) Windows Server
4 2 (0.46%) Android
4 2 (0.46%) Apple iOS
5 1 (0.23%) Unix
5 1 (0.23%) VMS
Processes & Methodologies
1 255 (59.16%) Software Engineering
2 247 (57.31%) Agile
3 235 (54.52%) CI/CD
4 199 (46.17%) Test Automation
5 197 (45.71%) Microservices
6 125 (29.00%) DevOps
7 117 (27.15%) Peer-to-Peer Lending
8 112 (25.99%) TDD
9 99 (22.97%) Infrastructure as Code
10 96 (22.27%) BDD
11 86 (19.95%) Full Stack Development
12 74 (17.17%) Fintech
13 71 (16.47%) Open Source
14 70 (16.24%) Coaching
14 70 (16.24%) Personalization
15 56 (12.99%) SDLC
16 55 (12.76%) API Testing
17 49 (11.37%) Scrum
18 47 (10.90%) Kanban
18 47 (10.90%) Product Roadmap
Programming Languages
1 271 (62.88%) Java
2 176 (40.84%) Python
3 124 (28.77%) Kotlin
4 118 (27.38%) SQL
5 93 (21.58%) JavaScript
6 74 (17.17%) TypeScript
7 51 (11.83%) PHP
8 48 (11.14%) Scala
9 38 (8.82%) Go
10 34 (7.89%) C#
11 17 (3.94%) Ruby
12 10 (2.32%) Clojure
13 3 (0.70%) Bash
13 3 (0.70%) C
13 3 (0.70%) C++
13 3 (0.70%) Shell Script
14 2 (0.46%) ES6
15 1 (0.23%) PowerShell
15 1 (0.23%) R
15 1 (0.23%) T-SQL
Qualifications
1 30 (6.96%) Degree
2 19 (4.41%) Security Cleared
3 14 (3.25%) AWS Certification
3 14 (3.25%) Numerate Degree
4 13 (3.02%) DBS Check
5 1 (0.23%) SC Cleared
Quality Assurance & Compliance
1 59 (13.69%) QA
2 21 (4.87%) GDPR
3 4 (0.93%) SLA
4 3 (0.70%) Accessibility
5 1 (0.23%) CDISC
5 1 (0.23%) Data Quality
5 1 (0.23%) HL7
System Software
1 309 (71.69%) Docker
2 5 (1.16%) Active Directory
3 3 (0.70%) Apache ZooKeeper
Systems Management
1 263 (61.02%) Kubernetes
2 107 (24.83%) Terraform
3 29 (6.73%) Kibana
4 27 (6.26%) Grafana
5 22 (5.10%) Ansible
6 16 (3.71%) Prometheus
7 13 (3.02%) Sysdig
8 6 (1.39%) Puppet
9 4 (0.93%) Opscode Chef
9 4 (0.93%) ZABBIX
10 3 (0.70%) Capistrano
10 3 (0.70%) Consul
10 3 (0.70%) Salt
11 1 (0.23%) Docker Swarm
11 1 (0.23%) Graphite
11 1 (0.23%) Graylog
Vendors
1 117 (27.15%) Zopa
2 32 (7.42%) Zend
3 31 (7.19%) Google
4 21 (4.87%) Oracle
5 13 (3.02%) Confluent
6 7 (1.62%) Apple
6 7 (1.62%) Elastic Path
6 7 (1.62%) Klarna
6 7 (1.62%) New Relic
6 7 (1.62%) WorldPay
6 7 (1.62%) Xero
7 6 (1.39%) Optimizely
8 5 (1.16%) VMware
8 5 (1.16%) Zscaler
9 4 (0.93%) Adobe
9 4 (0.93%) Salesforce.com
10 3 (0.70%) Microsoft
10 3 (0.70%) PagerDuty
11 1 (0.23%) Alteryx
11 1 (0.23%) Databricks