Period
to 19 June 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 19 June 2021 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
19 Jun 2021
Same period 2020 Same period 2019
Rank 659 766 955
Rank change year-on-year +107 +189 +175
Permanent jobs citing Amazon Aurora 306 102 157
As % of all permanent jobs advertised in the UK 0.30% 0.12% 0.11%
As % of the Database & Business Intelligence category 1.11% 0.46% 0.39%
Number of salaries quoted 179 67 143
10th Percentile £54,500 £50,000 £45,000
25th Percentile £73,750 £55,000 £55,000
Median annual salary (50th Percentile) £95,000 £67,500 £67,500
Median % change year-on-year +40.74% - +22.73%
75th Percentile £132,500 £78,750 £77,500
90th Percentile £132,650 £100,000 £91,250
UK excluding London median annual salary £70,000 £60,000 £57,500
% change year-on-year +16.67% +4.35% +15.00%

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 27,663 22,214 40,280
As % of all permanent IT jobs advertised in the UK 26.89% 27.13% 28.03%
Number of salaries quoted 19,734 18,218 33,212
10th Percentile £33,750 £32,500 £31,250
25th Percentile £41,250 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £51,858
Median % change year-on-year - +6.06% +3.72%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £90,000 £90,000 £85,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +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 19 June 2021.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 12 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 19 June 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 +108 284 £95,000 +40.74% 41
London +148 242 £95,000 +31.03% 19
Work from Home -149 63 £85,000 +41.67% 13
UK excluding London -54 58 £70,000 +16.67% 29
South East -23 16 £77,500 -2.52% 3
North of England -55 14 £50,000 -13.04% 12
North West -13 13 £50,000 -16.67% 7
Northern Ireland -15 13 £85,000 -
South West -50 6 £37,500 -25.00% 4
Scotland -47 5 £70,000 - 6
East of England +3 4 £90,000 +33.33%
Yorkshire -46 1 £60,000 +4.35% 3

For the 6 months to 19 June 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.

1 285 (93.14%) AWS
2 202 (66.01%) Microservices
3 191 (62.42%) Serverless
3 191 (62.42%) Python
4 187 (61.11%) Agile Software Development
5 182 (59.48%) MySQL
6 176 (57.52%) Software Engineering
7 166 (54.25%) AWS Lambda
8 162 (52.94%) Java
9 150 (49.02%) SQL
9 150 (49.02%) Finance
10 135 (44.12%) PostgreSQL
11 131 (42.81%) Web Services
12 122 (39.87%) Amazon EC2
13 112 (36.60%) SQL Server
14 110 (35.95%) Banking
15 107 (34.97%) Data Management
15 107 (34.97%) Amazon ECS
16 103 (33.66%) Docker
17 101 (33.01%) Asset Management
18 100 (32.68%) Hedge funds
18 100 (32.68%) Investment Management
19 93 (30.39%) gRPC
20 92 (30.07%) Project Delivery
20 92 (30.07%) Pricing Data
20 92 (30.07%) Enterprise Data Management
21 91 (29.74%) Relational Database
22 89 (29.08%) JavaScript
23 88 (28.76%) Git (software)
24 85 (27.78%) Oracle

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 26 (8.50%) Apache Spark
2 18 (5.88%) Elasticsearch
3 8 (2.61%) Apache Airflow
4 7 (2.29%) Apache
4 7 (2.29%) Confluence
5 3 (0.98%) Adobe Experience Manager
6 1 (0.33%) Apache Solr
6 1 (0.33%) CMS
6 1 (0.33%) IIS
6 1 (0.33%) nginx
Applications
1 1 (0.33%) Adobe Creative Suite
1 1 (0.33%) Figma
Business Applications
1 4 (1.31%) Payment Gateway
Cloud Services
1 285 (93.14%) AWS
2 191 (62.42%) Serverless
3 166 (54.25%) AWS Lambda
4 122 (39.87%) Amazon EC2
5 107 (34.97%) Amazon ECS
6 53 (17.32%) Amazon S3
7 38 (12.42%) AWS CloudFormation
8 34 (11.11%) SaaS
9 33 (10.78%) GitHub
10 24 (7.84%) Azure
11 22 (7.19%) GCP
12 18 (5.88%) Amazon Cognito
13 17 (5.56%) Amazon EKS
14 16 (5.23%) Amazon SQS
14 16 (5.23%) Cloud Computing
14 16 (5.23%) CloudFront
14 16 (5.23%) Datadog
15 12 (3.92%) AWS Fargate
16 10 (3.27%) Amazon Kinesis
17 9 (2.94%) PaaS
Communications & Networking
1 41 (13.40%) HTTP
2 7 (2.29%) Internet
3 4 (1.31%) SMS
4 1 (0.33%) DNS
4 1 (0.33%) Network Security
4 1 (0.33%) Reverse Proxy
4 1 (0.33%) TCP/IP
Database & Business Intelligence
1 182 (59.48%) MySQL
2 135 (44.12%) PostgreSQL
3 112 (36.60%) SQL Server
4 91 (29.74%) Relational Database
5 75 (24.51%) RDBMS
6 70 (22.88%) NoSQL
7 54 (17.65%) Amazon RDS
8 50 (16.34%) Amazon DynamoDB
9 49 (16.01%) Redis
10 43 (14.05%) Amazon Redshift
11 36 (11.76%) Amazon Athena
12 28 (9.15%) MongoDB
13 19 (6.21%) Presto
14 15 (4.90%) Big Data
15 11 (3.59%) Data Warehouse
16 8 (2.61%) OLTP
17 7 (2.29%) Hadoop
18 5 (1.63%) MariaDB
19 4 (1.31%) Amazon QuickSight
19 4 (1.31%) Oracle Database
Development Applications
1 88 (28.76%) Git (software)
2 37 (12.09%) GitLab
3 35 (11.44%) JIRA
4 28 (9.15%) Jenkins
5 19 (6.21%) Selenium
6 17 (5.56%) webpack
7 16 (5.23%) Bitbucket
7 16 (5.23%) Log4Net
7 16 (5.23%) NUnit
7 16 (5.23%) SpecFlow
8 15 (4.90%) Cypress.io
9 13 (4.25%) Babel
10 7 (2.29%) Atlassian Bamboo
10 7 (2.29%) CircleCI
11 6 (1.96%) Capybara
11 6 (1.96%) Jasmine
11 6 (1.96%) Pivotal Tracker
11 6 (1.96%) RSpec
12 5 (1.63%) ER Studio
12 5 (1.63%) ERwin
General
1 150 (49.02%) Finance
2 110 (35.95%) Banking
3 44 (14.38%) Analytical Skills
4 30 (9.80%) Social Skills
5 22 (7.19%) Marketing
6 12 (3.92%) Billing
6 12 (3.92%) Retail
7 9 (2.94%) Public Sector
8 8 (2.61%) Front Office
9 3 (0.98%) Advertising
9 3 (0.98%) Pharmaceutical
9 3 (0.98%) Publishing
10 2 (0.65%) Electronics
10 2 (0.65%) Games
10 2 (0.65%) Manufacturing
11 1 (0.33%) Documentation Skills
11 1 (0.33%) Influencing Skills
11 1 (0.33%) Organisational Skills
11 1 (0.33%) Telecoms
Job Titles
1 158 (51.63%) Developer
2 147 (48.04%) Software Engineer
3 105 (34.31%) AWS Engineer
4 96 (31.37%) Developer/Software Engineer
5 93 (30.39%) AWS Software Engineer
6 92 (30.07%) AWS Developer
7 72 (23.53%) Programmer
7 72 (23.53%) Software Programmer
8 71 (23.20%) Python Engineer
9 55 (17.97%) Java Engineer
10 51 (16.67%) Java Developer
10 51 (16.67%) Python Software Engineer
11 50 (16.34%) Java Software Engineer
12 48 (15.69%) Java Software Developer
12 48 (15.69%) Python Developer
13 36 (11.76%) Java Programmer
13 36 (11.76%) Python Programmer
14 35 (11.44%) Senior Developer
15 31 (10.13%) Senior Software Engineer
16 17 (5.56%) .NET Developer
Libraries, Frameworks & Software Standards
1 131 (42.81%) Web Services
2 93 (30.39%) gRPC
3 75 (24.51%) React
4 61 (19.93%) Node.js
5 55 (17.97%) Kafka
6 41 (13.40%) J2EE
7 39 (12.75%) AngularJS
7 39 (12.75%) REST
8 35 (11.44%) RabbitMQ
9 32 (10.46%) React Native
10 30 (9.80%) .NET
11 29 (9.48%) HTML
11 29 (9.48%) Vue.js
12 27 (8.82%) CSS
13 24 (7.84%) .NET Core
14 22 (7.19%) JSON
15 18 (5.88%) XML
16 17 (5.56%) Jest
17 16 (5.23%) Next.js
17 16 (5.23%) Redux
Miscellaneous
1 100 (32.68%) Hedge funds
2 92 (30.07%) Pricing Data
3 21 (6.86%) User Experience
4 18 (5.88%) Enterprise Software
5 12 (3.92%) Credit Risk
6 9 (2.94%) Tandem
7 8 (2.61%) Derivative
7 8 (2.61%) Fixed Income
8 7 (2.29%) Mobile App
9 6 (1.96%) Cloud Native
9 6 (1.96%) Data Structures
10 5 (1.63%) Client/Server
11 4 (1.31%) Self-Motivation
11 4 (1.31%) Virtual Team
12 3 (0.98%) Greenfield Project
13 2 (0.65%) CMDB
14 1 (0.33%) Algorithms
14 1 (0.33%) Data Centre
14 1 (0.33%) Replication
14 1 (0.33%) Wiki
Operating Systems
1 17 (5.56%) Linux
2 13 (4.25%) Unix
3 5 (1.63%) Windows
4 1 (0.33%) Android
4 1 (0.33%) Apple iOS
4 1 (0.33%) Mesosphere
4 1 (0.33%) Windows Server
Processes & Methodologies
1 202 (66.01%) Microservices
2 187 (61.11%) Agile Software Development
3 176 (57.52%) Software Engineering
4 107 (34.97%) Data Management
5 101 (33.01%) Asset Management
6 100 (32.68%) Investment Management
7 92 (30.07%) Enterprise Data Management
7 92 (30.07%) Project Delivery
8 44 (14.38%) DevOps
9 43 (14.05%) TDD
10 40 (13.07%) Analytics
11 37 (12.09%) Test Automation
12 34 (11.11%) Problem-Solving
12 34 (11.11%) Scrum
13 33 (10.78%) Continuous Delivery
13 33 (10.78%) Pair Programming
14 31 (10.13%) BDD
14 31 (10.13%) Data Analytics
15 30 (9.80%) Continuous Integration
15 30 (9.80%) Mentoring
Programming Languages
1 191 (62.42%) Python
2 162 (52.94%) Java
3 150 (49.02%) SQL
4 89 (29.08%) JavaScript
5 42 (13.73%) PHP
6 30 (9.80%) C#
7 27 (8.82%) TypeScript
8 20 (6.54%) PowerShell
8 20 (6.54%) Scala
9 16 (5.23%) Groovy
10 12 (3.92%) Kotlin
11 11 (3.59%) PHP 7
12 10 (3.27%) C++
13 9 (2.94%) Ruby
14 8 (2.61%) Go
15 7 (2.29%) ES6
15 7 (2.29%) PHP 5
16 4 (1.31%) Bash Shell
17 2 (0.65%) Objective-C
17 2 (0.65%) R
Qualifications
1 18 (5.88%) Degree
2 8 (2.61%) Master's Degree
2 8 (2.61%) SC Cleared
2 8 (2.61%) Security Cleared
3 7 (2.29%) AWS Certification
3 7 (2.29%) Computer Science Degree
4 4 (1.31%) DBS Check
4 4 (1.31%) Numerate Degree
Quality Assurance & Compliance
1 18 (5.88%) QA
2 4 (1.31%) Data Quality
2 4 (1.31%) GDPR
3 1 (0.33%) ISO/IEC 27001
System Software
1 103 (33.66%) Docker
2 1 (0.33%) Apache ZooKeeper
2 1 (0.33%) Firmware
2 1 (0.33%) Virtual Machines
Systems Management
1 81 (26.47%) Kubernetes
2 46 (15.03%) Terraform
3 39 (12.75%) Ansible
4 19 (6.21%) Istio
5 18 (5.88%) Grafana
6 16 (5.23%) Graphite
6 16 (5.23%) Graylog
6 16 (5.23%) Opsgenie
7 5 (1.63%) Packer
8 2 (0.65%) Mesos
8 2 (0.65%) Prometheus
9 1 (0.33%) Consul
9 1 (0.33%) Marathon
9 1 (0.33%) Opscode Chef
9 1 (0.33%) Pingdom
9 1 (0.33%) Puppet
9 1 (0.33%) Salt
Vendors
1 85 (27.78%) Oracle
2 72 (23.53%) Sybase
3 14 (4.58%) Samsung
4 13 (4.25%) Google
5 7 (2.29%) BT
5 7 (2.29%) GoldenSource
6 5 (1.63%) Databricks
7 4 (1.31%) Adobe
7 4 (1.31%) Apple
7 4 (1.31%) Zend
8 3 (0.98%) Talend
9 2 (0.65%) Microsoft
9 2 (0.65%) OutSystems
10 1 (0.33%) New Relic
10 1 (0.33%) PagerDuty
10 1 (0.33%) SAP