Period
to 18 January 2020

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 18 January 2020 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
18 Jan 2020
Same period 2019 Same period 2018
Rank 796 1002 1158
Rank change year-on-year +206 +156 +17
Permanent jobs citing Amazon Aurora 231 113 50
As % of all permanent IT jobs advertised in the UK 0.18% 0.075% 0.029%
As % of the Database & Business Intelligence category 0.69% 0.26% 0.094%
Number of salaries quoted 205 85 43
UK median annual salary £87,500 £65,000 £55,000
Median salary % change year-on-year +34.62% +18.18% +29.41%
10th Percentile £55,500 £38,500 £32,500
90th Percentile £122,500 £89,000 £65,000
UK excluding London median annual salary £70,000 £51,250 £55,000
% change year-on-year +36.59% -6.82% +33.33%

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 33,648 43,372 53,095
As % of all permanent IT jobs advertised in the UK 26.83% 28.64% 30.52%
Number of salaries quoted 27,644 35,650 43,998
UK median annual salary £52,500 £52,500 £48,000
Median salary % change year-on-year - +9.38% +1.05%
10th Percentile £32,000 £31,250 £30,000
90th Percentile £88,750 £85,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Amazon Aurora
Job Vacancy Trend

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

Job vacancy trend for Amazon Aurora in the UK

Amazon Aurora
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon Aurora.

Salary trend for Amazon Aurora in the UK

Amazon Aurora
Salary Histogram

The salary distribution of IT jobs citing Amazon Aurora over the 6 months to 18 January 2020.

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 18 January 2020. 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 +221 227 £87,500 +34.62% 24
London +194 167 £95,000 +31.03% 11
UK excluding London +100 64 £70,000 +36.59% 18
North of England +56 17 £60,250 +20.50% 4
South East +39 15 £80,000 +39.13% 3
South West +24 14 £62,302 +24.60%
North West +37 10 £70,000 +1.82% 3
Midlands +31 9 £75,000 +57.89% 5
East Midlands +23 8 £75,000 +22.45%
Yorkshire +43 7 £55,000 +10.00% 1
East of England +64 5 £80,000 - 1
Wales - 3 £50,000 - 5
Scotland +32 1 £65,000 +85.71%
West Midlands +20 1 - - 5

For the 6 months to 18 January 2020, 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.

1 216 (93.51%) AWS
2 150 (64.94%) Java
3 141 (61.04%) Finance
4 138 (59.74%) Microservices
5 131 (56.71%) MySQL
6 126 (54.55%) Agile Software Development
7 121 (52.38%) Web Services
8 113 (48.92%) PostgreSQL
9 111 (48.05%) SQL
10 96 (41.56%) Asset Management
11 94 (40.69%) J2EE
12 88 (38.10%) SQL Server
13 85 (36.80%) Software Engineering
14 83 (35.93%) Oracle
15 73 (31.60%) Relational Database
16 68 (29.44%) Data Management
17 64 (27.71%) RDBMS
18 62 (26.84%) Sybase
18 62 (26.84%) J2SE
18 62 (26.84%) Enterprise Data Management
18 62 (26.84%) Pricing Data
18 62 (26.84%) Dropwizard
18 62 (26.84%) gRPC
19 52 (22.51%) Serverless
20 50 (21.65%) AWS Lambda
21 45 (19.48%) Banking
22 42 (18.18%) Amazon DynamoDB
23 41 (17.75%) Amazon S3
24 40 (17.32%) Amazon EC2
24 40 (17.32%) Amazon Redshift

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 20 (8.66%) Elasticsearch
2 16 (6.93%) Apache Spark
3 12 (5.19%) Apache
4 6 (2.60%) nginx
5 5 (2.16%) Adobe Experience Manager
5 5 (2.16%) CMS
5 5 (2.16%) Confluence
6 3 (1.30%) Tomcat
6 3 (1.30%) WordPress
7 1 (0.43%) Oracle Workflow
Applications
1 1 (0.43%) Adobe Premiere
Business Applications
1 12 (5.19%) PolarLake
2 8 (3.46%) FINCAD Analytics
3 2 (0.87%) Eikon
3 2 (0.87%) Markit EDM
Cloud Services
1 216 (93.51%) AWS
2 52 (22.51%) Serverless
3 50 (21.65%) AWS Lambda
4 41 (17.75%) Amazon S3
5 40 (17.32%) Amazon EC2
6 21 (9.09%) AWS Step Functions
7 19 (8.23%) Amazon SQS
7 19 (8.23%) GCP
8 18 (7.79%) Azure
9 16 (6.93%) Amazon ECS
10 14 (6.06%) Amazon EMR
11 13 (5.63%) Kong
12 12 (5.19%) Amazon Kinesis
12 12 (5.19%) AWS CloudFormation
12 12 (5.19%) PaaS
13 11 (4.76%) CloudFront
14 10 (4.33%) SaaS
15 6 (2.60%) AWS Fargate
15 6 (2.60%) Datadog
16 5 (2.16%) Amazon Cognito
Communications & Networking
1 5 (2.16%) Internet
2 4 (1.73%) DNS
2 4 (1.73%) Firewall
3 3 (1.30%) DHCP
3 3 (1.30%) HTTP
3 3 (1.30%) TCP/IP
3 3 (1.30%) VPN
4 1 (0.43%) FTP
4 1 (0.43%) iSCSI
4 1 (0.43%) Kerberos
4 1 (0.43%) MQTT
4 1 (0.43%) NAS
4 1 (0.43%) SAN
Database & Business Intelligence
1 131 (56.71%) MySQL
2 113 (48.92%) PostgreSQL
3 88 (38.10%) SQL Server
4 73 (31.60%) Relational Database
5 64 (27.71%) RDBMS
6 42 (18.18%) Amazon DynamoDB
7 40 (17.32%) Amazon Redshift
8 37 (16.02%) Amazon RDS
9 25 (10.82%) Redis
10 23 (9.96%) NoSQL
11 17 (7.36%) Amazon Athena
12 15 (6.49%) Apache Hive
12 15 (6.49%) Data Warehouse
12 15 (6.49%) OLTP
13 13 (5.63%) Big Data
14 10 (4.33%) Hadoop
14 10 (4.33%) MongoDB
15 9 (3.90%) Apache Cassandra
16 7 (3.03%) Snowflake Schema
17 6 (2.60%) Star Schema
Development Applications
1 29 (12.55%) Jenkins
2 16 (6.93%) Git (software)
3 15 (6.49%) JIRA
4 10 (4.33%) GitLab
5 8 (3.46%) Selenium
6 7 (3.03%) Artifactory
6 7 (3.03%) Visual Studio
7 6 (2.60%) JUnit
7 6 (2.60%) Mockito
8 5 (2.16%) Cucumber
8 5 (2.16%) Jasmine
8 5 (2.16%) Karma Test Runner
8 5 (2.16%) Protractor
9 4 (1.73%) Liquibase
9 4 (1.73%) Sonatype Nexus
9 4 (1.73%) Subversion
10 3 (1.30%) CircleCI
10 3 (1.30%) NUnit
10 3 (1.30%) SpecFlow
10 3 (1.30%) webpack
General
1 141 (61.04%) Finance
2 45 (19.48%) Banking
3 33 (14.29%) Front Office
4 22 (9.52%) Retail
5 9 (3.90%) Marketing
6 3 (1.30%) Billing
6 3 (1.30%) Legal
6 3 (1.30%) Telecoms
7 1 (0.43%) Investment Banking
7 1 (0.43%) Law
7 1 (0.43%) Public Sector
Job Titles
1 99 (42.86%) Developer
2 72 (31.17%) Java Developer
3 71 (30.74%) AWS Developer
3 71 (30.74%) Software Engineer
4 69 (29.87%) AWS Engineer
5 62 (26.84%) Developer/Software Engineer
5 62 (26.84%) Java Engineer
5 62 (26.84%) Java Software Developer
5 62 (26.84%) Java Software Engineer
6 56 (24.24%) AWS Software Engineer
7 28 (12.12%) Architect
8 25 (10.82%) Solutions Architect
9 17 (7.36%) Technical Manager
10 16 (6.93%) Lead Developer
11 15 (6.49%) Finance Manager
12 13 (5.63%) DBA
12 13 (5.63%) Engineering Manager
12 13 (5.63%) Technical Leader
13 11 (4.76%) Platform Engineer
14 10 (4.33%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 121 (52.38%) Web Services
2 94 (40.69%) J2EE
3 62 (26.84%) Dropwizard
3 62 (26.84%) gRPC
3 62 (26.84%) J2SE
4 27 (11.69%) Spring
5 22 (9.52%) AngularJS
6 19 (8.23%) React
7 18 (7.79%) CSS
7 18 (7.79%) GraphQL
8 17 (7.36%) Kafka
9 16 (6.93%) RabbitMQ
10 15 (6.49%) .NET
11 12 (5.19%) .NET Core
12 11 (4.76%) Spring Boot
13 10 (4.33%) HTML
14 8 (3.46%) LAMP
14 8 (3.46%) Redux
14 8 (3.46%) REST
15 7 (3.03%) HTML5
Miscellaneous
1 62 (26.84%) Pricing Data
2 39 (16.88%) Analytical Skills
3 33 (14.29%) Derivative
3 33 (14.29%) Foreign Exchange (FX)
4 32 (13.85%) Equities
4 32 (13.85%) Fixed Income
5 24 (10.39%) Reference Data
6 23 (9.96%) Public Cloud
7 11 (4.76%) Linux Command Line
8 10 (4.33%) Hedge funds
9 8 (3.46%) Cloud Native
9 8 (3.46%) Equity Derivative
9 8 (3.46%) Mobile App
10 7 (3.03%) Data Structures
10 7 (3.03%) Virtual Team
11 6 (2.60%) Management Information System
12 3 (1.30%) Greenfield Project
13 2 (0.87%) OTC Derivatives
13 2 (0.87%) Replication
13 2 (0.87%) Self-Motivation
Operating Systems
1 36 (15.58%) Linux
2 7 (3.03%) Unix
2 7 (3.03%) Windows
3 3 (1.30%) Android
3 3 (1.30%) Apple iOS
Processes & Methodologies
1 138 (59.74%) Microservices
2 126 (54.55%) Agile Software Development
3 96 (41.56%) Asset Management
4 85 (36.80%) Software Engineering
5 68 (29.44%) Data Management
6 62 (26.84%) Enterprise Data Management
7 34 (14.72%) ETL
8 31 (13.42%) DevOps
9 30 (12.99%) Analytics
10 27 (11.69%) Mentoring
11 23 (9.96%) Data Validation
11 23 (9.96%) Open Source
11 23 (9.96%) Validation
12 21 (9.09%) Test Automation
13 20 (8.66%) Problem-Solving
14 16 (6.93%) Data Modelling
15 15 (6.49%) Continuous Delivery
15 15 (6.49%) Continuous Integration
16 14 (6.06%) Unit Testing
17 12 (5.19%) TOGAF
Programming Languages
1 150 (64.94%) Java
2 111 (48.05%) SQL
3 38 (16.45%) JavaScript
4 37 (16.02%) Python
5 23 (9.96%) T-SQL
6 16 (6.93%) C#
7 12 (5.19%) Ruby
8 11 (4.76%) Bash Shell
8 11 (4.76%) PHP
9 10 (4.33%) TypeScript
10 9 (3.90%) Scala
11 5 (2.16%) Java 8
12 4 (1.73%) Go
13 2 (0.87%) Perl
13 2 (0.87%) PHP 7
14 1 (0.43%) Groovy
14 1 (0.43%) Shell Script
14 1 (0.43%) VB.NET
Qualifications
1 12 (5.19%) Degree
2 7 (3.03%) Computer Science Degree
3 4 (1.73%) AWS Certification
4 1 (0.43%) Oracle Certification
4 1 (0.43%) SC Cleared
4 1 (0.43%) Security Cleared
Quality Assurance & Compliance
1 27 (11.69%) Data Quality
2 13 (5.63%) GDPR
3 3 (1.30%) CDISC
3 3 (1.30%) HL7
3 3 (1.30%) QA
System Software
1 40 (17.32%) Docker
2 12 (5.19%) Varnish
3 4 (1.73%) Active Directory
3 4 (1.73%) zsh
Systems Management
1 35 (15.15%) Kubernetes
2 27 (11.69%) Ansible
3 25 (10.82%) Terraform
4 5 (2.16%) Kibana
4 5 (2.16%) Prometheus
4 5 (2.16%) Puppet
5 4 (1.73%) Grafana
5 4 (1.73%) logstash
5 4 (1.73%) Marathon
5 4 (1.73%) Mesos
5 4 (1.73%) Packer
5 4 (1.73%) Salt
6 3 (1.30%) Consul
6 3 (1.30%) Docker Swarm
7 1 (0.43%) Microsoft Clustering
7 1 (0.43%) Nagios
7 1 (0.43%) ZABBIX
Vendors
1 83 (35.93%) Oracle
2 62 (26.84%) Sybase
3 17 (7.36%) Microsoft
4 12 (5.19%) Bloomberg
5 9 (3.90%) Talend
6 5 (2.16%) Adobe
6 5 (2.16%) Google
6 5 (2.16%) Informatica
7 4 (1.73%) Cloudera
7 4 (1.73%) Hortonworks
7 4 (1.73%) MicroStrategy
7 4 (1.73%) SaltStack
7 4 (1.73%) SAP
7 4 (1.73%) Splunk
8 2 (0.87%) Cognizant
8 2 (0.87%) Tableau
9 1 (0.43%) NetApp
9 1 (0.43%) New Relic
9 1 (0.43%) Sun