Period
to 17 September 2021

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 17 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
17 Sep 2021
Same period 2020 Same period 2019
Rank 558 648 875
Rank change year-on-year +90 +227 +231
Permanent jobs citing Amazon Aurora 567 57 227
As % of all permanent jobs advertised in the UK 0.47% 0.11% 0.16%
As % of the Database & Business Intelligence category 1.65% 0.39% 0.58%
Number of salaries quoted 302 41 209
10th Percentile £55,000 £31,986 £55,000
25th Percentile £73,750 £52,500 £60,000
Median annual salary (50th Percentile) £95,000 £75,000 £75,000
Median % change year-on-year +26.67% - +15.38%
75th Percentile £132,500 £90,000 £95,000
90th Percentile " £105,000 £122,500
UK excluding London median annual salary £60,000 £57,500 £62,401
% change year-on-year +4.35% -7.85% -0.16%

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 34,260 14,576 38,939
As % of all permanent IT jobs advertised in the UK 28.20% 28.58% 27.44%
Number of salaries quoted 22,096 12,209 32,098
10th Percentile £35,000 £33,750 £31,250
25th Percentile £42,500 £41,625 £38,250
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £76,250 £72,500 £70,000
90th Percentile £95,000 £90,000 £85,000
UK excluding London median annual salary £49,500 £47,500 £45,000
% change year-on-year +4.21% +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 17 September 2021.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 14 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 17 September 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
England +109 507 £95,000 +26.67% 35
London +103 443 £95,000 +20.63% 18
Work from Home -168 133 £90,000 +24.14% 6
UK excluding London -171 97 £60,000 +4.35% 24
Northern Ireland -20 23 £80,000 -
North of England -88 23 £50,000 -9.09% 8
North West -70 22 £50,000 -9.09% 5
East of England -82 17 £90,000 +14.29%
Scotland -80 14 £62,500 - 3
South West -98 9 £60,000 +83.67% 1
South East -151 9 £70,000 -6.67% 2
East Midlands -74 2 £60,000 -20.00% 3
Midlands -131 2 £60,000 -20.00% 6
Yorkshire -99 1 £60,000 +4.35% 2

For the 6 months to 17 September 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 with a requirement for Amazon Aurora.

1 525 (92.59%) AWS
2 376 (66.31%) Agile Software Development
3 350 (61.73%) Serverless
4 345 (60.85%) Python
5 340 (59.96%) Microservices
6 326 (57.50%) Software Engineering
7 316 (55.73%) Java
8 299 (52.73%) AWS Lambda
9 270 (47.62%) Finance
10 258 (45.50%) MySQL
11 241 (42.50%) SQL
12 228 (40.21%) Docker
13 218 (38.45%) Web Services
14 210 (37.04%) React
15 203 (35.80%) Amazon EC2
16 193 (34.04%) JavaScript
17 190 (33.51%) Banking
18 180 (31.75%) Test Automation
19 175 (30.86%) Investment Management
20 172 (30.34%) Asset Management
20 172 (30.34%) Hedge funds
21 168 (29.63%) Data Management
22 167 (29.45%) PostgreSQL
22 167 (29.45%) Kubernetes
22 167 (29.45%) Full Stack Development
23 158 (27.87%) Amazon ECS
24 150 (26.46%) Amazon Athena
25 149 (26.28%) gRPC
26 147 (25.93%) Git (software)
27 144 (25.40%) Pricing Data

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 48 (8.47%) Apache Spark
2 41 (7.23%) Elasticsearch
3 28 (4.94%) Apache Airflow
4 18 (3.17%) Apache
5 13 (2.29%) CMS
6 10 (1.76%) Apache Solr
7 8 (1.41%) Confluence
8 6 (1.06%) Drupal
8 6 (1.06%) WordPress
9 2 (0.35%) nginx
10 1 (0.18%) Ethereum
10 1 (0.18%) IIS
Applications
1 6 (1.06%) Microsoft Project
Business Applications
1 11 (1.94%) Payment Gateway
Cloud Services
1 525 (92.59%) AWS
2 350 (61.73%) Serverless
3 299 (52.73%) AWS Lambda
4 203 (35.80%) Amazon EC2
5 158 (27.87%) Amazon ECS
6 127 (22.40%) Amazon S3
7 92 (16.23%) AWS CloudFormation
8 72 (12.70%) SaaS
9 67 (11.82%) GCP
10 66 (11.64%) GitHub
11 61 (10.76%) Azure
12 45 (7.94%) Amazon Cognito
13 41 (7.23%) Amazon SQS
13 41 (7.23%) Cloud Computing
14 32 (5.64%) Datadog
15 29 (5.11%) Amazon CloudWatch
16 26 (4.59%) CloudFront
17 22 (3.88%) Basecamp
17 22 (3.88%) Heroku
18 20 (3.53%) Amazon EKS
Communications & Networking
1 72 (12.70%) HTTP
2 15 (2.65%) Internet
3 11 (1.94%) SMS
4 10 (1.76%) Firewall
5 5 (0.88%) DNS
6 3 (0.53%) VPN
7 2 (0.35%) Network Security
8 1 (0.18%) ATM
8 1 (0.18%) Broadband
8 1 (0.18%) Cisco ASA
8 1 (0.18%) Kerberos
8 1 (0.18%) Reverse Proxy
Database & Business Intelligence
1 258 (45.50%) MySQL
2 167 (29.45%) PostgreSQL
3 150 (26.46%) Amazon Athena
4 138 (24.34%) NoSQL
5 112 (19.75%) Redis
6 111 (19.58%) Amazon DynamoDB
7 107 (18.87%) SQL Server
8 99 (17.46%) Amazon RDS
9 70 (12.35%) Amazon Redshift
9 70 (12.35%) Relational Database
10 65 (11.46%) MongoDB
11 43 (7.58%) RDBMS
12 29 (5.11%) Presto
13 27 (4.76%) Big Data
14 22 (3.88%) Hadoop
15 16 (2.82%) Data Warehouse
16 15 (2.65%) Apache Cassandra
17 14 (2.47%) OLTP
17 14 (2.47%) Oracle Database
18 11 (1.94%) Amazon QuickSight
Development Applications
1 147 (25.93%) Git (software)
2 86 (15.17%) Jenkins
3 62 (10.93%) GitLab
4 60 (10.58%) JIRA
5 31 (5.47%) Selenium
6 30 (5.29%) Log4Net
6 30 (5.29%) NUnit
6 30 (5.29%) SpecFlow
6 30 (5.29%) webpack
7 23 (4.06%) Babel
7 23 (4.06%) Bitbucket
8 22 (3.88%) Capybara
8 22 (3.88%) Pivotal Tracker
8 22 (3.88%) RSpec
9 17 (3.00%) CircleCI
10 15 (2.65%) Cypress.io
11 12 (2.12%) Atlassian Bamboo
12 7 (1.23%) ERwin
12 7 (1.23%) Jasmine
12 7 (1.23%) PowerDesigner
General
1 270 (47.62%) Finance
2 190 (33.51%) Banking
3 74 (13.05%) Analytical Skills
4 48 (8.47%) Social Skills
5 31 (5.47%) Marketing
6 28 (4.94%) Front Office
7 23 (4.06%) Billing
8 21 (3.70%) Retail
9 20 (3.53%) Games
10 15 (2.65%) Manufacturing
11 10 (1.76%) Influencing Skills
12 6 (1.06%) Presentation Skills
13 5 (0.88%) Advertising
13 5 (0.88%) Public Sector
14 4 (0.71%) Law
14 4 (0.71%) Legal
15 3 (0.53%) Automotive
15 3 (0.53%) Pharmaceutical
15 3 (0.53%) Publishing
16 2 (0.35%) Electronics
Job Titles
1 260 (45.86%) Software Engineer
2 240 (42.33%) Developer
3 166 (29.28%) AWS Engineer
4 145 (25.57%) AWS Software Engineer
5 132 (23.28%) Developer/Software Engineer
6 128 (22.57%) Python Engineer
7 110 (19.40%) AWS Developer
8 95 (16.75%) Python Software Engineer
9 83 (14.64%) Java Engineer
10 78 (13.76%) Java Software Engineer
11 75 (13.23%) Python Developer
12 71 (12.52%) Senior Software Engineer
13 68 (11.99%) Java Developer
14 59 (10.41%) Java Software Developer
15 53 (9.35%) Senior Developer
16 50 (8.82%) Data Engineer
17 48 (8.47%) Lead Software Engineer
18 36 (6.35%) .NET Developer
18 36 (6.35%) Programmer
18 36 (6.35%) Software Programmer
Libraries, Frameworks & Software Standards
1 218 (38.45%) Web Services
2 210 (37.04%) React
3 149 (26.28%) gRPC
4 136 (23.99%) Kafka
5 118 (20.81%) Node.js
6 87 (15.34%) Vue.js
7 78 (13.76%) AngularJS
8 73 (12.87%) RabbitMQ
9 62 (10.93%) REST
10 61 (10.76%) HTML
11 57 (10.05%) .NET
12 54 (9.52%) React Native
13 48 (8.47%) CSS
14 42 (7.41%) .NET Core
15 36 (6.35%) J2EE
15 36 (6.35%) XML
16 35 (6.17%) JSON
17 34 (6.00%) Spring
18 32 (5.64%) Spring Boot
19 31 (5.47%) jQuery
Miscellaneous
1 172 (30.34%) Hedge funds
2 144 (25.40%) Pricing Data
3 31 (5.47%) User Experience
4 29 (5.11%) Enterprise Software
5 28 (4.94%) Derivative
5 28 (4.94%) Fixed Income
6 23 (4.06%) Credit Risk
6 23 (4.06%) Data Structures
7 22 (3.88%) Cloud Native
8 19 (3.35%) Tandem
9 16 (2.82%) Client/Server
9 16 (2.82%) Mobile App
10 14 (2.47%) Self-Motivation
11 12 (2.12%) Virtual Team
12 11 (1.94%) Social Media
13 8 (1.41%) Data Centre
13 8 (1.41%) Greenfield Project
14 7 (1.23%) CMDB
14 7 (1.23%) Legacy Code
15 5 (0.88%) Legacy Systems
Operating Systems
1 42 (7.41%) Unix
2 41 (7.23%) Linux
3 12 (2.12%) Windows
4 6 (1.06%) Android
4 6 (1.06%) Apple iOS
5 1 (0.18%) Mac OS X
5 1 (0.18%) Windows Server
Processes & Methodologies
1 376 (66.31%) Agile Software Development
2 340 (59.96%) Microservices
3 326 (57.50%) Software Engineering
4 180 (31.75%) Test Automation
5 175 (30.86%) Investment Management
6 172 (30.34%) Asset Management
7 168 (29.63%) Data Management
8 167 (29.45%) Full Stack Development
9 144 (25.40%) Enterprise Data Management
9 144 (25.40%) Project Delivery
10 126 (22.22%) Artificial Intelligence
11 116 (20.46%) Data Science
12 109 (19.22%) Analytics
13 106 (18.69%) TDD
14 94 (16.58%) DevOps
15 85 (14.99%) Data Analytics
16 76 (13.40%) Continuous Integration
17 67 (11.82%) Mentoring
18 66 (11.64%) Pair Programming
19 63 (11.11%) Scrum
Programming Languages
1 345 (60.85%) Python
2 316 (55.73%) Java
3 241 (42.50%) SQL
4 193 (34.04%) JavaScript
5 96 (16.93%) PHP
6 47 (8.29%) C#
7 41 (7.23%) TypeScript
8 36 (6.35%) PowerShell
9 35 (6.17%) Scala
10 33 (5.82%) Groovy
11 30 (5.29%) Ruby
12 24 (4.23%) Kotlin
13 15 (2.65%) C++
14 13 (2.29%) ES6
14 13 (2.29%) PHP 7
15 11 (1.94%) Go
15 11 (1.94%) R
16 8 (1.41%) PHP 5
17 6 (1.06%) Bash Shell
17 6 (1.06%) C
Qualifications
1 25 (4.41%) Degree
2 14 (2.47%) AWS Certification
2 14 (2.47%) SC Cleared
2 14 (2.47%) Security Cleared
3 12 (2.12%) Master's Degree
4 11 (1.94%) Numerate Degree
5 5 (0.88%) DBS Check
6 1 (0.18%) Computer Science Degree
6 1 (0.18%) CTC Cleared
Quality Assurance & Compliance
1 130 (22.93%) QA
2 17 (3.00%) GDPR
3 6 (1.06%) Data Quality
3 6 (1.06%) ISO/IEC 27001
System Software
1 228 (40.21%) Docker
2 10 (1.76%) Apache ZooKeeper
3 1 (0.18%) Active Directory
3 1 (0.18%) Firmware
3 1 (0.18%) Virtual Machines
Systems Management
1 167 (29.45%) Kubernetes
2 121 (21.34%) Terraform
3 67 (11.82%) Ansible
4 38 (6.70%) Grafana
5 32 (5.64%) Opsgenie
6 30 (5.29%) Graphite
6 30 (5.29%) Graylog
7 29 (5.11%) Istio
8 10 (1.76%) Mesos
9 9 (1.59%) Puppet
10 6 (1.06%) Opscode Chef
10 6 (1.06%) Prometheus
11 5 (0.88%) Packer
11 5 (0.88%) Pingdom
12 1 (0.18%) Consul
12 1 (0.18%) Salt
Vendors
1 65 (11.46%) Oracle
2 40 (7.05%) Google
3 36 (6.35%) Sybase
4 13 (2.29%) Samsung
5 11 (1.94%) Facebook
5 11 (1.94%) Instagram
6 8 (1.41%) BT
7 7 (1.23%) Databricks
7 7 (1.23%) New Relic
7 7 (1.23%) Talend
8 6 (1.06%) IBM
8 6 (1.06%) Netlify
9 5 (0.88%) Apple
9 5 (0.88%) GoldenSource
9 5 (0.88%) PagerDuty
10 4 (0.71%) Alibaba
10 4 (0.71%) MicroStrategy
10 4 (0.71%) SaltStack
10 4 (0.71%) Splunk
11 3 (0.53%) Cisco