Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies 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 3 July 2022 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
3 Jul 2022		 Same period 2021 Same period 2020
Rank 619 628 756
Rank change year-on-year +9 +128 +210
Permanent jobs citing Amazon Aurora 820 376 94
As % of all permanent jobs advertised in the UK 0.45% 0.35% 0.12%
As % of the Database & Business Intelligence category 1.63% 1.26% 0.44%
Number of salaries quoted 156 221 61
10th Percentile £55,000 £55,000 £50,000
25th Percentile £72,500 £73,750 £55,000
Median annual salary (50th Percentile) £85,000 £95,000 £67,500
Median % change year-on-year -10.53% +40.74% -1.10%
75th Percentile £96,250 £132,500 £78,750
90th Percentile £107,500 - £100,000
UK excluding London median annual salary £85,000 £70,000 £60,000
% change year-on-year +21.43% +16.67% +4.35%

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 requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 50,363 29,793 21,522
As % of all permanent IT jobs advertised in the UK 27.86% 27.65% 27.15%
Number of salaries quoted 21,284 20,607 17,667
10th Percentile £36,250 £33,750 £32,500
25th Percentile £45,000 £42,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +8.91%
75th Percentile £80,000 £75,000 £72,500
90th Percentile £95,000 £90,000 £88,750
UK excluding London median annual salary £52,500 £48,000 £47,500
% change year-on-year +9.38% +1.05% +5.56%

Amazon Aurora
Job Vacancy Trend

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

Job vacancy trend for Amazon Aurora in the UK

Amazon Aurora
Salary Trend

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

Salary trend for Amazon Aurora in the UK

Amazon Aurora
Salary Histogram

Salary distribution for jobs citing Amazon Aurora over the 6 months to 3 July 2022.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Aurora within the UK over the 6 months to 3 July 2022. 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
Jobs
England +3 691 £85,000 -10.53% 18
London -38 615 £85,000 -10.53% 10
Work from Home 0 431 £87,500 +12.90% 11
UK excluding London -127 80 £85,000 +21.43% 19
South West -7 32 £87,500 +75.00% 1
North of England -85 15 £52,500 +5.00%
East of England -84 13 - -
Yorkshire -47 11 £87,500 +45.83%
Scotland -56 7 £55,000 -21.43% 5
South East -82 6 £55,000 -29.03% 5
Midlands - 5 £85,000 - 2
North West -79 4 £52,500 +5.00%
West Midlands - 4 £85,000 - 2
Wales - 2 £57,500 - 6
East Midlands - 1 - -

For the 6 months to 3 July 2022, 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 with a requirement for Amazon Aurora.

1 693 (84.51%) AWS
2 506 (61.71%) Docker
3 482 (58.78%) Agile
4 438 (53.41%) PostgreSQL
5 432 (52.68%) Software Engineering
6 406 (49.51%) Java
7 392 (47.80%) CI/CD
8 386 (47.07%) Kubernetes
9 365 (44.51%) MySQL
10 358 (43.66%) Microservices
11 338 (41.22%) Kafka
12 336 (40.98%) React
13 316 (38.54%) Python
14 311 (37.93%) Serverless
15 306 (37.32%) Test Automation
16 296 (36.10%) Finance
17 289 (35.24%) AWS Lambda
18 257 (31.34%) DevOps
19 218 (26.59%) TypeScript
20 217 (26.46%) Amazon S3
21 212 (25.85%) DynamoDB
22 200 (24.39%) Full Stack Development
23 197 (24.02%) Spring
24 190 (23.17%) TDD
24 190 (23.17%) SQL
25 187 (22.80%) Jenkins
26 185 (22.56%) JavaScript
27 184 (22.44%) REST
27 184 (22.44%) React Native
28 166 (20.24%) Git (software)

Amazon Aurora
Co-occurring IT Skills 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 64 (7.80%) Apache
2 29 (3.54%) Apache Spark
3 27 (3.29%) SAS
4 15 (1.83%) Confluence
5 14 (1.71%) nginx
6 13 (1.59%) CMS
7 7 (0.85%) WordPress
8 3 (0.37%) Adobe Experience Manager
8 3 (0.37%) Apache Airflow
9 2 (0.24%) Tomcat
10 1 (0.12%) Traefik
Applications
1 4 (0.49%) Microsoft Excel
Business Applications
1 14 (1.71%) Payment Gateway
Cloud Services
1 693 (84.51%) AWS
2 311 (37.93%) Serverless
3 289 (35.24%) AWS Lambda
4 217 (26.46%) Amazon S3
5 150 (18.29%) Amazon ECS
6 149 (18.17%) Amazon EC2
7 129 (15.73%) Amazon SQS
8 111 (13.54%) AWS CloudFormation
9 100 (12.20%) GitHub
10 89 (10.85%) Amazon CloudWatch
11 88 (10.73%) Amazon Kinesis
11 88 (10.73%) GCP
12 84 (10.24%) Azure
13 82 (10.00%) Amazon ElastiCache
14 79 (9.63%) SaaS
15 64 (7.80%) AWS Fargate
16 51 (6.22%) Cloud Computing
17 47 (5.73%) Datadog
18 37 (4.51%) Slack
19 34 (4.15%) SonarCloud
Communications & Networking
1 26 (3.17%) HTTP
2 14 (1.71%) SMS
3 13 (1.59%) PPP
4 9 (1.10%) DNS
4 9 (1.10%) RTSP
5 8 (0.98%) Internet
6 7 (0.85%) Skype
7 5 (0.61%) Broadband
7 5 (0.61%) SD-WAN
7 5 (0.61%) WAN
8 4 (0.49%) Firewall
9 3 (0.37%) VPN
10 2 (0.24%) OpenVPN
10 2 (0.24%) TCP/IP
11 1 (0.12%) IPsec
11 1 (0.12%) SSL
Database & Business Intelligence
1 438 (53.41%) PostgreSQL
2 365 (44.51%) MySQL
3 212 (25.85%) DynamoDB
4 145 (17.68%) Redis
5 121 (14.76%) Amazon RDS
6 112 (13.66%) Relational Database
7 91 (11.10%) NoSQL
8 78 (9.51%) Amazon Redshift
9 63 (7.68%) Amazon Athena
10 44 (5.37%) SQL Server
11 42 (5.12%) Metadata
12 38 (4.63%) Elasticsearch
13 36 (4.39%) Big Data
14 35 (4.27%) Data Lake
14 35 (4.27%) Data Warehouse
14 35 (4.27%) MongoDB
15 24 (2.93%) KNIME
16 20 (2.44%) Oracle Database
17 15 (1.83%) Amazon QuickSight
17 15 (1.83%) RDBMS
Development Applications
1 187 (22.80%) Jenkins
2 166 (20.24%) Git (software)
3 113 (13.78%) GitLab
4 107 (13.05%) Babel
5 102 (12.44%) Bitbucket
6 101 (12.32%) Cypress.io
7 66 (8.05%) JIRA
7 66 (8.05%) Selenium
8 64 (7.80%) CircleCI
9 60 (7.32%) Postman
10 39 (4.76%) Appium
11 16 (1.95%) Artifactory
12 14 (1.71%) Capybara
12 14 (1.71%) Pivotal Tracker
12 14 (1.71%) REST Assured
12 14 (1.71%) RSpec
13 9 (1.10%) Cucumber
13 9 (1.10%) JUnit
13 9 (1.10%) webpack
14 8 (0.98%) ERwin
General
1 296 (36.10%) Finance
2 134 (16.34%) Social Skills
3 133 (16.22%) Retail
4 94 (11.46%) Banking
5 63 (7.68%) Games
6 44 (5.37%) Billing
7 38 (4.63%) Public Sector
8 35 (4.27%) Legal
9 33 (4.02%) Analytical Skills
9 33 (4.02%) Pharmaceutical
10 32 (3.90%) Wearables
11 30 (3.66%) Tech for Good
12 29 (3.54%) Inclusion and Diversity
13 24 (2.93%) Advertising
14 19 (2.32%) Marketing
15 15 (1.83%) Financial Institution
15 15 (1.83%) Retail Banking
16 9 (1.10%) German Language
17 8 (0.98%) Finnish Language
18 7 (0.85%) Organisational Skills
Job Titles
1 356 (43.41%) Software Engineer
2 166 (20.24%) Senior Software Engineer
3 85 (10.37%) Developer
4 71 (8.66%) Java Engineer
5 65 (7.93%) QA Engineer
5 65 (7.93%) Senior Java Engineer
6 59 (7.20%) DevOps Engineer
7 58 (7.07%) Java Software Engineer
8 52 (6.34%) Senior Java Software Engineer
9 50 (6.10%) Data Engineer
10 40 (4.88%) Architect
11 38 (4.63%) Principal Engineer
12 37 (4.51%) Senior Developer
13 33 (4.02%) Senior DevOps
13 33 (4.02%) Senior DevOps Engineer
14 32 (3.90%) Principal Software Engineer
15 29 (3.54%) Principal Architect
15 29 (3.54%) SaaS Architect
15 29 (3.54%) SaaS Software Engineer
15 29 (3.54%) Software Architect
Libraries, Frameworks & Software Standards
1 338 (41.22%) Kafka
2 336 (40.98%) React
3 197 (24.02%) Spring
4 184 (22.44%) React Native
4 184 (22.44%) REST
5 156 (19.02%) Spring Boot
6 145 (17.68%) Node.js
7 124 (15.12%) RabbitMQ
8 119 (14.51%) GraphQL
9 106 (12.93%) RESTful
10 99 (12.07%) Laravel
10 99 (12.07%) Symfony
11 95 (11.59%) CSS
12 94 (11.46%) HTML
13 75 (9.15%) Redux
14 71 (8.66%) Middleware
15 69 (8.41%) XML
16 64 (7.80%) Jest
17 61 (7.44%) AngularJS
17 61 (7.44%) Samza
Miscellaneous
1 105 (12.80%) Cloud Native
2 69 (8.41%) Mobile App
3 46 (5.61%) Low-Code
4 44 (5.37%) Credit Risk
5 40 (4.88%) Self-Motivation
6 22 (2.68%) Semantic Web
7 20 (2.44%) Data Structures
7 20 (2.44%) Virtual Team
8 19 (2.32%) PropTech
9 18 (2.20%) Legacy Systems
10 15 (1.83%) Client/Server
11 13 (1.59%) Cyber Defence
11 13 (1.59%) Cyberattack
11 13 (1.59%) NHS
11 13 (1.59%) Private Cloud
11 13 (1.59%) User Experience
12 12 (1.46%) Hedge funds
12 12 (1.46%) Pricing Data
13 10 (1.22%) Greenfield Project
13 10 (1.22%) Media Streaming
Operating Systems
1 133 (16.22%) Linux
2 50 (6.10%) Ubuntu
3 34 (4.15%) Mac OS
4 16 (1.95%) Unix
5 6 (0.73%) Android
5 6 (0.73%) Apple iOS
5 6 (0.73%) CentOS
6 5 (0.61%) Windows
6 5 (0.61%) Windows Server
7 4 (0.49%) Alpine Linux
7 4 (0.49%) Amazon Linux
8 2 (0.24%) VMS
Processes & Methodologies
1 482 (58.78%) Agile
2 432 (52.68%) Software Engineering
3 392 (47.80%) CI/CD
4 358 (43.66%) Microservices
5 306 (37.32%) Test Automation
6 257 (31.34%) DevOps
7 200 (24.39%) Full Stack Development
8 190 (23.17%) TDD
9 130 (15.85%) Infrastructure as Code
10 119 (14.51%) BDD
11 117 (14.27%) Peer-to-Peer Lending
12 108 (13.17%) SDLC
13 105 (12.80%) Fintech
14 100 (12.20%) Data Science
15 99 (12.07%) Coaching
16 98 (11.95%) Mentoring
17 88 (10.73%) Open Source
18 79 (9.63%) Product Roadmap
19 76 (9.27%) Analytics
20 70 (8.54%) Personalization
Programming Languages
1 406 (49.51%) Java
2 316 (38.54%) Python
3 218 (26.59%) TypeScript
4 190 (23.17%) SQL
5 185 (22.56%) JavaScript
6 126 (15.37%) PHP
7 124 (15.12%) Kotlin
8 78 (9.51%) Go
9 74 (9.02%) Scala
10 45 (5.49%) C#
11 32 (3.90%) Ruby
12 18 (2.20%) Bash
13 10 (1.22%) Clojure
13 10 (1.22%) PowerShell
14 9 (1.10%) ES6
15 7 (0.85%) Shell Script
16 6 (0.73%) Perl
17 3 (0.37%) C
17 3 (0.37%) C++
17 3 (0.37%) R
Qualifications
1 49 (5.98%) Degree
2 35 (4.27%) AWS Certification
3 30 (3.66%) Security Cleared
4 17 (2.07%) Computer Science Degree
5 14 (1.71%) Numerate Degree
6 13 (1.59%) DBS Check
7 2 (0.24%) Master's Degree
8 1 (0.12%) SC Cleared
Quality Assurance & Compliance
1 84 (10.24%) QA
2 24 (2.93%) CDISC
2 24 (2.93%) HL7
3 22 (2.68%) GDPR
4 6 (0.73%) Data Quality
5 4 (0.49%) Accessibility
5 4 (0.49%) SLA
System Software
1 506 (61.71%) Docker
2 5 (0.61%) Active Directory
3 3 (0.37%) Apache ZooKeeper
4 1 (0.12%) Virtual Machines
4 1 (0.12%) Virtual Servers
Systems Management
1 386 (47.07%) Kubernetes
2 151 (18.41%) Terraform
3 71 (8.66%) Grafana
4 65 (7.93%) Prometheus
5 42 (5.12%) Kibana
6 34 (4.15%) Ansible
7 15 (1.83%) Istio
8 14 (1.71%) Puppet
9 13 (1.59%) Sysdig
10 7 (0.85%) Graphite
11 6 (0.73%) Graylog
11 6 (0.73%) Opscode Chef
12 5 (0.61%) Opsgenie
13 4 (0.49%) Nagios
13 4 (0.49%) ZABBIX
14 3 (0.37%) Capistrano
14 3 (0.37%) Consul
14 3 (0.37%) Packer
14 3 (0.37%) Salt
15 2 (0.24%) Rundeck
Vendors
1 117 (14.27%) Zopa
2 43 (5.24%) Google
2 43 (5.24%) Zend
3 40 (4.88%) Oracle
4 38 (4.63%) New Relic
5 34 (4.15%) Atlassian
6 32 (3.90%) Elastic Path
7 31 (3.78%) Cadence
8 30 (3.66%) Talend
9 29 (3.54%) Optimizely
10 24 (2.93%) Alteryx
11 13 (1.59%) Confluent
12 10 (1.22%) Apple
12 10 (1.22%) Microsoft
13 7 (0.85%) Adobe
13 7 (0.85%) Klarna
13 7 (0.85%) WorldPay
13 7 (0.85%) Xero
14 6 (0.73%) Informatica
14 6 (0.73%) Red Hat