Period
to 2 December 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 2 December 2021 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
2 Dec 2021
Same period 2020 Same period 2019
Rank 560 695 813
Rank change year-on-year +135 +118 +239
Permanent jobs citing Amazon Aurora 591 45 258
As % of all permanent jobs advertised in the UK 0.46% 0.081% 0.19%
As % of the Database & Business Intelligence category 1.67% 0.29% 0.71%
Number of salaries quoted 315 35 238
10th Percentile £55,000 £31,986 £55,000
25th Percentile £72,500 £48,875 £65,000
Median annual salary (50th Percentile) £95,000 £67,500 £82,500
Median % change year-on-year +40.74% -18.18% +32.00%
75th Percentile £132,500 £86,250 £118,750
90th Percentile " £95,000 £122,500
UK excluding London median annual salary £65,000 £60,000 £70,000
% change year-on-year +8.33% -14.29% +21.74%

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 35,411 15,739 36,514
As % of all permanent IT jobs advertised in the UK 27.45% 28.27% 27.19%
Number of salaries quoted 22,831 13,481 30,410
10th Percentile £35,750 £33,750 £31,500
25th Percentile £43,000 £42,000 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £77,500 £72,500 £70,000
90th Percentile £95,000 £87,500 £87,500
UK excluding London median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% -

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 2 December 2021.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 17 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 2 December 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 +103 517 £95,000 +40.74% 33
London +98 431 £95,000 +22.58% 19
Work from Home -116 146 £85,000 -2.86% 9
UK excluding London -113 121 £65,000 +8.33% 22
North of England -102 22 £50,000 - 7
Northern Ireland - 21 £80,000 -
South West -57 20 £65,000 +98.98% 1
North West -76 18 £50,000 - 6
East of England -87 18 £90,000 +9.09%
Scotland -57 17 £50,000 - 4
South East -156 11 £65,000 +4.00% 1
Midlands -105 9 £65,000 -13.33% 5
Wales - 7 £40,000 - 4
East Midlands -54 5 £60,000 -20.00% 4
West Midlands -100 4 £77,500 +3.33% 1
North East - 2 - -
Yorkshire - 2 - - 1

For the 6 months to 2 December 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.

1 554 (93.74%) AWS
2 366 (61.93%) Agile Software Development
3 342 (57.87%) Python
3 342 (57.87%) Serverless
4 308 (52.12%) Software Engineering
5 307 (51.95%) Java
6 304 (51.44%) Microservices
7 294 (49.75%) AWS Lambda
8 247 (41.79%) SQL
9 243 (41.12%) Docker
10 242 (40.95%) Finance
11 219 (37.06%) Amazon Athena
12 215 (36.38%) Test Automation
13 214 (36.21%) MySQL
14 205 (34.69%) JavaScript
15 195 (32.99%) React
16 194 (32.83%) Web Services
17 190 (32.15%) Amazon EC2
18 186 (31.47%) Artificial Intelligence
19 180 (30.46%) Amazon S3
20 174 (29.44%) Banking
21 171 (28.93%) Amazon ECS
22 167 (28.26%) Amazon DynamoDB
23 163 (27.58%) QA
24 161 (27.24%) Investment Management
24 161 (27.24%) Kubernetes
25 160 (27.07%) Full Stack Development
26 157 (26.57%) Hedge funds
26 157 (26.57%) Asset Management
26 157 (26.57%) Data Science

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 42 (7.11%) Elasticsearch
2 39 (6.60%) Apache Spark
3 30 (5.08%) Apache Airflow
4 26 (4.40%) IBM Domino
5 17 (2.88%) Apache
6 14 (2.37%) CMS
6 14 (2.37%) SAS
7 10 (1.69%) Apache Solr
8 7 (1.18%) WordPress
9 6 (1.02%) Drupal
10 5 (0.85%) Confluence
11 4 (0.68%) nginx
12 2 (0.34%) Tomcat
13 1 (0.17%) Ethereum
13 1 (0.17%) IIS
Applications
1 26 (4.40%) Spreadsheet
2 6 (1.02%) Microsoft Project
3 2 (0.34%) Microsoft PowerPoint
Business Applications
1 11 (1.86%) Payment Gateway
Cloud Services
1 554 (93.74%) AWS
2 342 (57.87%) Serverless
3 294 (49.75%) AWS Lambda
4 190 (32.15%) Amazon EC2
5 180 (30.46%) Amazon S3
6 171 (28.93%) Amazon ECS
7 113 (19.12%) AWS CloudFormation
8 86 (14.55%) SaaS
9 83 (14.04%) GitHub
10 72 (12.18%) Azure
11 65 (11.00%) GCP
12 50 (8.46%) Amazon SQS
13 45 (7.61%) Cloud Computing
14 41 (6.94%) Amazon ElastiCache
15 39 (6.60%) Amazon Cognito
16 36 (6.09%) Amazon CloudWatch
17 24 (4.06%) CloudFront
17 24 (4.06%) Datadog
18 22 (3.72%) Basecamp
18 22 (3.72%) Heroku
Communications & Networking
1 54 (9.14%) HTTP
2 21 (3.55%) Firewall
3 14 (2.37%) VPN
4 12 (2.03%) Internet
5 11 (1.86%) SMS
6 5 (0.85%) DNS
7 3 (0.51%) Network Security
8 1 (0.17%) ATM
8 1 (0.17%) Broadband
8 1 (0.17%) Cisco ASA
8 1 (0.17%) Kerberos
8 1 (0.17%) RTSP
Database & Business Intelligence
1 219 (37.06%) Amazon Athena
2 214 (36.21%) MySQL
3 167 (28.26%) Amazon DynamoDB
4 153 (25.89%) PostgreSQL
5 142 (24.03%) Redis
6 131 (22.17%) NoSQL
7 112 (18.95%) Amazon RDS
8 72 (12.18%) Relational Database
9 66 (11.17%) MongoDB
10 62 (10.49%) Amazon Redshift
11 59 (9.98%) SQL Server
12 27 (4.57%) Hadoop
13 25 (4.23%) Big Data
14 21 (3.55%) OLTP
15 20 (3.38%) Metadata
16 18 (3.05%) Data Warehouse
17 17 (2.88%) Oracle Database
18 16 (2.71%) Apache Cassandra
18 16 (2.71%) Presto
19 14 (2.37%) Electronic Patient Records
Development Applications
1 119 (20.14%) Git (software)
2 102 (17.26%) Jenkins
3 54 (9.14%) GitLab
4 51 (8.63%) CircleCI
5 43 (7.28%) JIRA
6 32 (5.41%) PHPUnit
7 25 (4.23%) Selenium
8 22 (3.72%) Capybara
8 22 (3.72%) Log4Net
8 22 (3.72%) NUnit
8 22 (3.72%) Pivotal Tracker
8 22 (3.72%) RSpec
8 22 (3.72%) SpecFlow
8 22 (3.72%) webpack
9 19 (3.21%) Bitbucket
10 18 (3.05%) Cypress.io
11 17 (2.88%) Babel
12 10 (1.69%) Atlassian Bamboo
13 7 (1.18%) Mocha
13 7 (1.18%) PowerDesigner
General
1 242 (40.95%) Finance
2 174 (29.44%) Banking
3 70 (11.84%) Social Skills
4 60 (10.15%) Analytical Skills
5 29 (4.91%) Marketing
6 28 (4.74%) Front Office
7 21 (3.55%) Games
8 19 (3.21%) Retail
9 17 (2.88%) Billing
10 16 (2.71%) Manufacturing
11 10 (1.69%) Influencing Skills
12 7 (1.18%) Advertising
12 7 (1.18%) Law
13 6 (1.02%) Legal
13 6 (1.02%) Presentation Skills
14 4 (0.68%) Pharmaceutical
14 4 (0.68%) Public Sector
15 3 (0.51%) Automotive
15 3 (0.51%) Publishing
16 1 (0.17%) Electronics
Job Titles
1 239 (40.44%) Software Engineer
2 237 (40.10%) Developer
3 158 (26.73%) AWS Engineer
4 130 (22.00%) AWS Software Engineer
5 117 (19.80%) Developer/Software Engineer
6 111 (18.78%) Python Engineer
7 93 (15.74%) AWS Developer
8 89 (15.06%) Python Software Engineer
9 73 (12.35%) Java Engineer
10 72 (12.18%) Python Developer
11 68 (11.51%) Data Engineer
11 68 (11.51%) Java Software Engineer
12 60 (10.15%) Senior Software Engineer
13 55 (9.31%) Java Developer
14 52 (8.80%) Lead Software Engineer
15 49 (8.29%) Java Software Developer
16 44 (7.45%) Senior Developer
17 38 (6.43%) Backend Developer
18 37 (6.26%) Full Stack Developer
19 33 (5.58%) PHP Developer
Libraries, Frameworks & Software Standards
1 195 (32.99%) React
2 194 (32.83%) Web Services
3 134 (22.67%) gRPC
4 114 (19.29%) Vue.js
5 113 (19.12%) Kafka
6 98 (16.58%) Node.js
7 87 (14.72%) AngularJS
8 71 (12.01%) REST
9 56 (9.48%) HTML
9 56 (9.48%) RabbitMQ
10 51 (8.63%) Laravel
11 49 (8.29%) .NET
12 44 (7.45%) React Native
13 43 (7.28%) CSS
14 41 (6.94%) XML
15 40 (6.77%) Spring
16 38 (6.43%) Spring Boot
17 35 (5.92%) JSON
18 34 (5.75%) .NET Core
19 32 (5.41%) Redux
Miscellaneous
1 157 (26.57%) Hedge funds
2 129 (21.83%) Pricing Data
3 40 (6.77%) Social Media
4 30 (5.08%) Data Structures
5 28 (4.74%) Derivative
5 28 (4.74%) Fixed Income
6 26 (4.40%) iPhone
6 26 (4.40%) Photography
6 26 (4.40%) Smartphone
7 25 (4.23%) Cloud Native
8 22 (3.72%) Self-Motivation
9 21 (3.55%) Mobile App
9 21 (3.55%) User Experience
10 19 (3.21%) Enterprise Software
11 17 (2.88%) Credit Risk
12 16 (2.71%) Client/Server
13 15 (2.54%) Tandem
14 14 (2.37%) CMDB
14 14 (2.37%) e-Learning
14 14 (2.37%) Virtual Team
Operating Systems
1 43 (7.28%) Linux
2 41 (6.94%) Unix
3 14 (2.37%) Windows
4 9 (1.52%) Android
4 9 (1.52%) Apple iOS
5 2 (0.34%) Mac OS X
5 2 (0.34%) Ubuntu
5 2 (0.34%) VMS
Processes & Methodologies
1 366 (61.93%) Agile Software Development
2 308 (52.12%) Software Engineering
3 304 (51.44%) Microservices
4 215 (36.38%) Test Automation
5 186 (31.47%) Artificial Intelligence
6 161 (27.24%) Investment Management
7 160 (27.07%) Full Stack Development
8 157 (26.57%) Asset Management
8 157 (26.57%) Data Science
9 145 (24.53%) Data Management
10 139 (23.52%) DevOps
11 130 (22.00%) Project Delivery
12 129 (21.83%) Enterprise Data Management
13 127 (21.49%) TDD
14 107 (18.10%) Analytics
15 74 (12.52%) Data Analytics
16 71 (12.01%) Continuous Integration
17 66 (11.17%) High Availability
18 61 (10.32%) Infrastructure as Code
18 61 (10.32%) Mentoring
Programming Languages
1 342 (57.87%) Python
2 307 (51.95%) Java
3 247 (41.79%) SQL
4 205 (34.69%) JavaScript
5 119 (20.14%) PHP
6 47 (7.95%) TypeScript
7 45 (7.61%) C#
8 36 (6.09%) Scala
9 29 (4.91%) Ruby
10 27 (4.57%) Groovy
11 25 (4.23%) PowerShell
12 20 (3.38%) Kotlin
13 11 (1.86%) ES6
13 11 (1.86%) R
14 10 (1.69%) Bash Shell
14 10 (1.69%) C++
14 10 (1.69%) Go
15 7 (1.18%) PHP 7
16 5 (0.85%) C
16 5 (0.85%) PHP 5
Qualifications
1 35 (5.92%) Degree
2 17 (2.88%) AWS Certification
3 13 (2.20%) SC Cleared
3 13 (2.20%) Security Cleared
4 12 (2.03%) Master's Degree
5 11 (1.86%) Numerate Degree
6 4 (0.68%) Computer Science Degree
7 2 (0.34%) DBS Check
8 1 (0.17%) CTC Cleared
8 1 (0.17%) OCPJP
8 1 (0.17%) Oracle Certification
8 1 (0.17%) RHCE
8 1 (0.17%) Sun Certification
Quality Assurance & Compliance
1 163 (27.58%) QA
2 17 (2.88%) GDPR
3 12 (2.03%) CDISC
3 12 (2.03%) HL7
4 6 (1.02%) Data Quality
4 6 (1.02%) ISO/IEC 27001
5 4 (0.68%) SLA
System Software
1 243 (41.12%) Docker
2 10 (1.69%) Apache ZooKeeper
3 5 (0.85%) HDFS
4 4 (0.68%) Virtual Servers
5 1 (0.17%) Active Directory
Systems Management
1 161 (27.24%) Kubernetes
2 134 (22.67%) Terraform
3 53 (8.97%) Ansible
4 39 (6.60%) Grafana
5 25 (4.23%) Opsgenie
6 22 (3.72%) Graphite
6 22 (3.72%) Graylog
7 18 (3.05%) Prometheus
8 16 (2.71%) Istio
9 12 (2.03%) Puppet
10 10 (1.69%) Mesos
11 9 (1.52%) Opscode Chef
12 5 (0.85%) Pingdom
13 2 (0.34%) Packer
14 1 (0.17%) Consul
14 1 (0.17%) Salt
Vendors
1 33 (5.58%) Google
1 33 (5.58%) Oracle
2 28 (4.74%) Apple
3 20 (3.38%) Talend
4 12 (2.03%) Alteryx
4 12 (2.03%) Facebook
5 9 (1.52%) New Relic
6 7 (1.18%) Databricks
7 6 (1.02%) IBM
7 6 (1.02%) Netlify
7 6 (1.02%) Samsung
8 5 (0.85%) Alibaba
8 5 (0.85%) BT
8 5 (0.85%) Cognizant
8 5 (0.85%) Microsoft
8 5 (0.85%) MicroStrategy
8 5 (0.85%) PagerDuty
8 5 (0.85%) SaltStack
8 5 (0.85%) Splunk
9 4 (0.68%) Cisco