Period
to 25 January 2022

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 25 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK > England
6 months to
25 Jan 2022
Same period 2021 Same period 2020
Rank 599 693 803
Rank change year-on-year +94 +110 +202
Permanent jobs citing Amazon Aurora 466 49 224
As % of all permanent jobs advertised in England 0.42% 0.085% 0.19%
As % of the Database & Business Intelligence category 1.56% 0.31% 0.72%
Number of salaries quoted 234 41 197
10th Percentile £57,500 £42,500 £57,914
25th Percentile £75,000 £53,750 £70,000
Median annual salary (50th Percentile) £85,000 £75,000 £87,500
Median % change year-on-year +13.33% -14.29% +34.62%
75th Percentile £105,000 £95,000 £120,000
90th Percentile £132,500 £105,000 £122,500
UK median annual salary £85,000 £75,000 £87,500
% change year-on-year +13.33% -14.29% +34.62%

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 29,949 15,840 31,312
As % of all permanent IT jobs advertised in England 26.69% 27.56% 27.10%
Number of salaries quoted 19,544 13,552 26,088
10th Percentile £36,250 £33,750 £32,500
25th Percentile £43,750 £42,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £73,750 £72,500
90th Percentile £95,000 £88,750 £90,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 25 January 2022.

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 25 January 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
London +80 372 £95,000 +11.76% 15
South West -23 29 £85,000 +160.21% 2
North of England -101 20 £50,000 - 7
South East -111 16 £65,000 +4.00% 3
Midlands -85 15 £66,250 -11.67% 8
North West -81 13 £50,000 - 7
East of England -82 10 - - 2
East Midlands -57 8 £60,000 - 2
West Midlands -70 7 £80,000 +6.67% 6
Yorkshire - 5 £65,000 -
North East - 2 - -
Amazon Aurora
UK

For the 6 months to 25 January 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 across the England region with a requirement for Amazon Aurora.

1 430 (92.27%) AWS
2 269 (57.73%) Agile Software Development
3 248 (53.22%) Serverless
4 233 (50.00%) Software Engineering
5 231 (49.57%) AWS Lambda
6 213 (45.71%) Python
7 208 (44.64%) Microservices
8 207 (44.42%) Java
9 197 (42.27%) Test Automation
10 191 (40.99%) Docker
11 179 (38.41%) PostgreSQL
12 175 (37.55%) SQL
13 170 (36.48%) CI/CD
14 166 (35.62%) MySQL
15 165 (35.41%) Amazon S3
16 155 (33.26%) Finance
17 147 (31.55%) Amazon Athena
18 146 (31.33%) Kubernetes
19 145 (31.12%) JavaScript
20 142 (30.47%) Amazon EC2
21 138 (29.61%) React
22 136 (29.18%) Amazon DynamoDB
23 129 (27.68%) DevOps
24 123 (26.39%) TDD
24 123 (26.39%) Amazon ECS
25 118 (25.32%) Redis
26 116 (24.89%) Data Science
27 114 (24.46%) Full Stack Development
28 113 (24.25%) Artificial Intelligence
29 105 (22.53%) Banking

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 38 (8.15%) SAS
2 30 (6.44%) Apache
3 25 (5.36%) Apache Spark
4 18 (3.86%) IBM Domino
5 16 (3.43%) Elasticsearch
6 10 (2.15%) CMS
7 9 (1.93%) Apache Airflow
8 7 (1.50%) WordPress
9 5 (1.07%) Adobe Experience Manager
9 5 (1.07%) Apache Solr
9 5 (1.07%) Confluence
9 5 (1.07%) Tomcat
10 4 (0.86%) nginx
11 3 (0.64%) Drupal
12 1 (0.21%) Apache Pulsar
12 1 (0.21%) MQSeries
Applications
1 18 (3.86%) Spreadsheet
2 2 (0.43%) Microsoft PowerPoint
Cloud Services
1 430 (92.27%) AWS
2 248 (53.22%) Serverless
3 231 (49.57%) AWS Lambda
4 165 (35.41%) Amazon S3
5 142 (30.47%) Amazon EC2
6 123 (26.39%) Amazon ECS
7 78 (16.74%) GitHub
8 70 (15.02%) SaaS
9 69 (14.81%) Amazon SQS
10 66 (14.16%) Azure
11 55 (11.80%) Amazon ElastiCache
12 47 (10.09%) Amazon CloudWatch
12 47 (10.09%) AWS CloudFormation
13 36 (7.73%) GCP
14 29 (6.22%) Amazon Cognito
14 29 (6.22%) Azure Data Factory
15 28 (6.01%) Collibra
16 27 (5.79%) Cloud Computing
17 23 (4.94%) Amazon Kinesis
18 20 (4.29%) CloudFront
Communications & Networking
1 24 (5.15%) HTTP
2 16 (3.43%) Firewall
2 16 (3.43%) VPN
3 7 (1.50%) Internet
4 5 (1.07%) SD-WAN
4 5 (1.07%) WAN
5 3 (0.64%) Network Security
6 1 (0.21%) DNS
6 1 (0.21%) Kerberos
6 1 (0.21%) OpenVPN
Database & Business Intelligence
1 179 (38.41%) PostgreSQL
2 166 (35.62%) MySQL
3 147 (31.55%) Amazon Athena
4 136 (29.18%) Amazon DynamoDB
5 118 (25.32%) Redis
6 98 (21.03%) Amazon RDS
7 83 (17.81%) NoSQL
8 74 (15.88%) Relational Database
9 49 (10.52%) Amazon Redshift
10 41 (8.80%) Metadata
11 35 (7.51%) SQL Server
12 28 (6.01%) KNIME
13 27 (5.79%) Hadoop
14 25 (5.36%) Data Warehouse
15 22 (4.72%) MongoDB
15 22 (4.72%) OLTP
16 17 (3.65%) Big Data
16 17 (3.65%) Data Lake
17 15 (3.22%) Electronic Patient Records
18 12 (2.58%) Apache Hive
Development Applications
1 86 (18.45%) Git (software)
2 82 (17.60%) Jenkins
3 53 (11.37%) CircleCI
4 47 (10.09%) GitLab
5 44 (9.44%) Bitbucket
6 20 (4.29%) Babel
6 20 (4.29%) Capybara
6 20 (4.29%) Cypress.io
6 20 (4.29%) Pivotal Tracker
6 20 (4.29%) RSpec
7 19 (4.08%) Selenium
8 18 (3.86%) PHPUnit
9 16 (3.43%) JIRA
10 14 (3.00%) Cucumber
11 12 (2.58%) ER Studio
11 12 (2.58%) ERwin
11 12 (2.58%) JUnit
11 12 (2.58%) PowerDesigner
12 9 (1.93%) Log4Net
12 9 (1.93%) Snyk
General
1 155 (33.26%) Finance
2 105 (22.53%) Banking
3 59 (12.66%) Social Skills
4 28 (6.01%) Retail
5 22 (4.72%) Advertising
6 20 (4.29%) Marketing
7 18 (3.86%) Analytical Skills
8 16 (3.43%) Legal
9 14 (3.00%) Billing
10 13 (2.79%) Games
11 8 (1.72%) Front Office
11 8 (1.72%) Manufacturing
12 5 (1.07%) Influencing Skills
13 4 (0.86%) Inclusion and Diversity
13 4 (0.86%) Law
13 4 (0.86%) Pharmaceutical
14 2 (0.43%) Wearables
15 1 (0.21%) Automotive
15 1 (0.21%) Financial Institution
15 1 (0.21%) Public Sector
Job Titles
1 181 (38.84%) Software Engineer
2 134 (28.76%) Developer
3 107 (22.96%) AWS Engineer
4 77 (16.52%) AWS Software Engineer
5 69 (14.81%) Developer/Software Engineer
6 62 (13.30%) Data Engineer
6 62 (13.30%) Java Engineer
7 61 (13.09%) AWS Developer
8 52 (11.16%) Java Software Engineer
9 49 (10.52%) Python Engineer
9 49 (10.52%) Python Software Engineer
10 44 (9.44%) Python Developer
11 35 (7.51%) Senior Software Engineer
12 34 (7.30%) Java Developer
13 29 (6.22%) DevOps Engineer
13 29 (6.22%) Senior Developer
14 28 (6.01%) Java Software Developer
15 26 (5.58%) Backend Developer
16 24 (5.15%) Senior Java Engineer
17 22 (4.72%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 138 (29.61%) React
2 94 (20.17%) Kafka
3 77 (16.52%) gRPC
4 67 (14.38%) AngularJS
5 63 (13.52%) Vue.js
6 58 (12.45%) REST
7 57 (12.23%) Spring
8 55 (11.80%) Node.js
9 52 (11.16%) Spring Boot
10 50 (10.73%) XML
11 48 (10.30%) React Native
12 47 (10.09%) HTML
12 47 (10.09%) Laravel
13 46 (9.87%) CSS
14 42 (9.01%) RabbitMQ
15 37 (7.94%) .NET
16 34 (7.30%) JSON
17 32 (6.87%) GraphQL
17 32 (6.87%) RESTful
17 32 (6.87%) Symfony
Miscellaneous
1 85 (18.24%) Hedge funds
2 77 (16.52%) Pricing Data
3 31 (6.65%) Cloud Native
4 28 (6.01%) Social Media
5 22 (4.72%) Smartphone
6 18 (3.86%) iPhone
6 18 (3.86%) Photography
7 17 (3.65%) Mobile App
8 16 (3.43%) Data Structures
9 14 (3.00%) Credit Risk
10 13 (2.79%) e-Learning
11 11 (2.36%) Algorithms
12 10 (2.15%) CMDB
12 10 (2.15%) Over-the-Top Content
13 9 (1.93%) Public Cloud
14 8 (1.72%) Derivative
14 8 (1.72%) Fixed Income
14 8 (1.72%) Virtual Team
15 7 (1.50%) Enterprise Software
15 7 (1.50%) Self-Motivation
Operating Systems
1 61 (13.09%) Linux
2 29 (6.22%) Unix
3 21 (4.51%) Ubuntu
4 18 (3.86%) Windows
5 5 (1.07%) Windows Server
6 3 (0.64%) VMS
7 2 (0.43%) Android
7 2 (0.43%) Apple iOS
7 2 (0.43%) Mac OS X
Processes & Methodologies
1 269 (57.73%) Agile Software Development
2 233 (50.00%) Software Engineering
3 208 (44.64%) Microservices
4 197 (42.27%) Test Automation
5 170 (36.48%) CI/CD
6 129 (27.68%) DevOps
7 123 (26.39%) TDD
8 116 (24.89%) Data Science
9 114 (24.46%) Full Stack Development
10 113 (24.25%) Artificial Intelligence
11 88 (18.88%) Investment Management
12 85 (18.24%) Asset Management
13 80 (17.17%) Project Delivery
14 77 (16.52%) Data Management
14 77 (16.52%) Enterprise Data Management
15 64 (13.73%) BDD
16 54 (11.59%) Continuous Integration
17 52 (11.16%) Analytics
18 49 (10.52%) Data Engineering
19 48 (10.30%) Machine Learning
Programming Languages
1 213 (45.71%) Python
2 207 (44.42%) Java
3 175 (37.55%) SQL
4 145 (31.12%) JavaScript
5 84 (18.03%) PHP
6 82 (17.60%) TypeScript
7 34 (7.30%) C#
8 31 (6.65%) Ruby
9 23 (4.94%) Scala
10 20 (4.29%) Kotlin
11 13 (2.79%) PowerShell
12 10 (2.15%) Go
13 9 (1.93%) ES6
14 8 (1.72%) R
15 6 (1.29%) Groovy
16 5 (1.07%) C++
16 5 (1.07%) Java 11
17 4 (0.86%) Bash
17 4 (0.86%) Perl
17 4 (0.86%) PHP 7
Qualifications
1 31 (6.65%) Degree
2 14 (3.00%) Security Cleared
3 9 (1.93%) Computer Science Degree
4 8 (1.72%) AWS Certification
4 8 (1.72%) Master's Degree
5 5 (1.07%) SC Cleared
6 4 (0.86%) OCPJP
6 4 (0.86%) Oracle Certification
6 4 (0.86%) Sun Certification
7 2 (0.43%) RHCE
8 1 (0.21%) CTC Cleared
Quality Assurance & Compliance
1 102 (21.89%) QA
2 28 (6.01%) CDISC
2 28 (6.01%) HL7
3 12 (2.58%) Data Quality
4 4 (0.86%) SLA
System Software
1 191 (40.99%) Docker
2 8 (1.72%) HDFS
3 5 (1.07%) Active Directory
3 5 (1.07%) Apache ZooKeeper
3 5 (1.07%) Virtual Servers
Systems Management
1 146 (31.33%) Kubernetes
2 82 (17.60%) Terraform
3 28 (6.01%) Grafana
4 24 (5.15%) Ansible
5 23 (4.94%) Prometheus
6 12 (2.58%) Opsgenie
7 9 (1.93%) Graphite
7 9 (1.93%) Graylog
8 8 (1.72%) Puppet
9 5 (1.07%) Kibana
9 5 (1.07%) Mesos
10 4 (0.86%) Istio
10 4 (0.86%) Opscode Chef
10 4 (0.86%) Packer
11 1 (0.21%) Argo
11 1 (0.21%) Perfmon
Vendors
1 31 (6.65%) Talend
2 28 (6.01%) Alteryx
2 28 (6.01%) Oracle
3 23 (4.94%) Apple
4 22 (4.72%) Google
5 17 (3.65%) Zend
6 13 (2.79%) Databricks
7 12 (2.58%) Cadence
8 10 (2.15%) New Relic
9 8 (1.72%) Cognizant
9 8 (1.72%) Facebook
10 5 (1.07%) Adobe
10 5 (1.07%) Elastic Path
10 5 (1.07%) Optimizely
10 5 (1.07%) VMware
10 5 (1.07%) Zscaler
11 4 (0.86%) Microsoft
12 3 (0.64%) Cisco
12 3 (0.64%) IBM
12 3 (0.64%) MicroStrategy