Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 14 November 2019

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 14 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
14 Nov 2019		 Same period 2018 Same period 2017
Rank 802 1043 1165
Rank change year-on-year +241 +122 +33
Permanent jobs citing Amazon Aurora 255 99 52
As % of all permanent IT jobs advertised in the UK 0.19% 0.061% 0.029%
As % of the Database & Business Intelligence category 0.69% 0.21% 0.095%
Number of salaries quoted 235 69 46
UK median annual salary £80,000 £62,500 £57,000
Median salary % change year-on-year +28.00% +9.65% +38.18%
10th Percentile £55,000 £37,500 £38,125
90th Percentile £122,500 £78,750 £66,875
UK excluding London median annual salary £70,000 £58,000 £55,000
% change year-on-year +20.69% +5.45% +37.50%

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 36,914 47,629 54,733
As % of all permanent IT jobs advertised in the UK 26.92% 29.12% 30.28%
Number of salaries quoted 30,403 39,194 45,065
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,500 £31,250 £30,000
90th Percentile £86,250 £83,750 £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 14 November 2019.

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 14 November 2019. 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 +262 252 £80,000 +28.00% 27
London +221 185 £87,500 +29.63% 14
UK excluding London +93 70 £70,000 +20.69% 15
Midlands +77 28 £67,500 - 2
East Midlands +27 15 £75,000 +62.16% 1
West Midlands +45 13 £55,000 -33.33% 1
North of England +33 12 £70,000 +40.00% 6
South East +30 12 £76,250 +22.00% 2
South West - 10 £50,762 - 1
North West +29 7 £70,000 +47.37% 6
East of England +60 5 £80,000 +77.78% 2
Yorkshire +1 5 £47,500 -5.00%
Scotland - 2 £53,750 -
Wales - 1 £50,000 -

For the 6 months to 14 November 2019, 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.

1 245 (96.08%) AWS
2 153 (60.00%) Java
3 152 (59.61%) Agile Software Development
4 148 (58.04%) Finance
5 141 (55.29%) MySQL
6 138 (54.12%) Microservices
7 132 (51.76%) Web Services
8 126 (49.41%) PostgreSQL
9 123 (48.24%) SQL
10 104 (40.78%) Asset Management
11 100 (39.22%) SQL Server
12 98 (38.43%) Software Engineering
13 93 (36.47%) J2EE
14 73 (28.63%) Oracle
15 68 (26.67%) Relational Database
16 65 (25.49%) Data Management
17 62 (24.31%) Amazon RDS
18 61 (23.92%) Pricing Data
18 61 (23.92%) AWS Lambda
18 61 (23.92%) Dropwizard
18 61 (23.92%) gRPC
18 61 (23.92%) Enterprise Data Management
19 60 (23.53%) RDBMS
20 59 (23.14%) J2SE
20 59 (23.14%) Sybase
21 57 (22.35%) Serverless
21 57 (22.35%) Amazon DynamoDB
22 54 (21.18%) Linux
23 53 (20.78%) JavaScript
24 51 (20.00%) Docker

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 32 (12.55%) Elasticsearch
2 18 (7.06%) Apache
3 17 (6.67%) Apache Spark
4 13 (5.10%) nginx
5 6 (2.35%) CMS
5 6 (2.35%) WordPress
6 3 (1.18%) Adobe Experience Manager
6 3 (1.18%) Confluence
6 3 (1.18%) Tomcat
Applications
1 3 (1.18%) Adobe Premiere
Business Applications
1 11 (4.31%) PolarLake
2 8 (3.14%) FINCAD Analytics
3 2 (0.78%) Eikon
3 2 (0.78%) Markit EDM
Cloud Services
1 245 (96.08%) AWS
2 61 (23.92%) AWS Lambda
3 57 (22.35%) Serverless
4 50 (19.61%) Amazon EC2
5 40 (15.69%) Amazon SQS
6 31 (12.16%) Amazon S3
7 23 (9.02%) Amazon ECS
8 19 (7.45%) GCP
9 18 (7.06%) Azure
9 18 (7.06%) CloudFront
10 16 (6.27%) AWS CloudFormation
11 15 (5.88%) AWS Step Functions
12 12 (4.71%) Amazon EMR
12 12 (4.71%) SaaS
13 11 (4.31%) PaaS
13 11 (4.31%) Route 53
14 9 (3.53%) Amazon CloudWatch
14 9 (3.53%) AWS IoT
15 8 (3.14%) Amazon Kinesis
16 7 (2.75%) Datadog
Communications & Networking
1 14 (5.49%) HTTP
2 11 (4.31%) FTP
3 10 (3.92%) DNS
3 10 (3.92%) SMTP
4 9 (3.53%) Firewall
4 9 (3.53%) Internet
4 9 (3.53%) MQTT
5 8 (3.14%) SSH
5 8 (3.14%) TCP/IP
6 6 (2.35%) DHCP
6 6 (2.35%) VPN
7 2 (0.78%) SSL
8 1 (0.39%) iSCSI
8 1 (0.39%) Kerberos
8 1 (0.39%) NAS
8 1 (0.39%) Network Security
8 1 (0.39%) OpenVPN
8 1 (0.39%) SAN
Database & Business Intelligence
1 141 (55.29%) MySQL
2 126 (49.41%) PostgreSQL
3 100 (39.22%) SQL Server
4 68 (26.67%) Relational Database
5 62 (24.31%) Amazon RDS
6 60 (23.53%) RDBMS
7 57 (22.35%) Amazon DynamoDB
8 38 (14.90%) Amazon Redshift
9 24 (9.41%) OLTP
10 23 (9.02%) NoSQL
10 23 (9.02%) Redis
11 19 (7.45%) Big Data
12 16 (6.27%) Apache Hive
13 14 (5.49%) Amazon Athena
14 11 (4.31%) Data Warehouse
14 11 (4.31%) Hadoop
15 9 (3.53%) MongoDB
16 6 (2.35%) Star Schema
17 5 (1.96%) Snowflake Schema
18 4 (1.57%) Apache Cassandra
Development Applications
1 43 (16.86%) Jenkins
2 29 (11.37%) JIRA
3 25 (9.80%) Git (software)
4 22 (8.63%) GitLab
5 15 (5.88%) Artifactory
5 15 (5.88%) Visual Studio
6 14 (5.49%) Selenium
7 6 (2.35%) Subversion
8 4 (1.57%) JUnit
8 4 (1.57%) Mockito
8 4 (1.57%) Sonatype Nexus
9 3 (1.18%) Bitbucket
9 3 (1.18%) CircleCI
9 3 (1.18%) Cucumber
9 3 (1.18%) Jasmine
9 3 (1.18%) Karma Test Runner
9 3 (1.18%) NUnit
9 3 (1.18%) Protractor
9 3 (1.18%) SpecFlow
9 3 (1.18%) webpack
General
1 148 (58.04%) Finance
2 44 (17.25%) Banking
3 33 (12.94%) Front Office
4 16 (6.27%) Retail
5 7 (2.75%) Marketing
6 3 (1.18%) Billing
6 3 (1.18%) Telecoms
7 1 (0.39%) Investment Banking
7 1 (0.39%) Public Sector
Job Titles
1 122 (47.84%) Developer
2 81 (31.76%) AWS Developer
3 74 (29.02%) Software Engineer
4 70 (27.45%) Java Developer
5 68 (26.67%) AWS Engineer
6 61 (23.92%) Developer/Software Engineer
6 61 (23.92%) Java Engineer
6 61 (23.92%) Java Software Developer
6 61 (23.92%) Java Software Engineer
7 55 (21.57%) AWS Software Engineer
8 22 (8.63%) Lead Developer
9 21 (8.24%) DBA
10 19 (7.45%) C# Developer
11 17 (6.67%) Technical Manager
12 16 (6.27%) Architect
13 15 (5.88%) Finance Manager
14 14 (5.49%) Solutions Architect
15 13 (5.10%) Administrator
15 13 (5.10%) Engineering Manager
15 13 (5.10%) Technical Leader
Libraries, Frameworks & Software Standards
1 132 (51.76%) Web Services
2 93 (36.47%) J2EE
3 61 (23.92%) Dropwizard
3 61 (23.92%) gRPC
4 59 (23.14%) J2SE
5 35 (13.73%) .NET
5 35 (13.73%) AngularJS
5 35 (13.73%) CSS
6 20 (7.84%) .NET Core
6 20 (7.84%) React
6 20 (7.84%) Spring
7 19 (7.45%) HTML
8 16 (6.27%) RESTful
9 15 (5.88%) HTML5
10 14 (5.49%) LAMP
11 13 (5.10%) Node.js
11 13 (5.10%) Vue.js
12 12 (4.71%) CSS3
12 12 (4.71%) Kafka
13 10 (3.92%) GraphQL
Miscellaneous
1 61 (23.92%) Pricing Data
2 38 (14.90%) Analytical Skills
3 34 (13.33%) Derivative
4 33 (12.94%) Foreign Exchange (FX)
5 32 (12.55%) Fixed Income
6 31 (12.16%) Equities
7 23 (9.02%) Reference Data
8 20 (7.84%) Hedge funds
8 20 (7.84%) Public Cloud
9 15 (5.88%) Virtual Team
10 11 (4.31%) Cloud Native
11 9 (3.53%) Management Information System
11 9 (3.53%) Mobile App
12 8 (3.14%) Algorithms
12 8 (3.14%) Equity Derivative
12 8 (3.14%) Smart Home
13 6 (2.35%) Data Structures
13 6 (2.35%) Linux Command Line
14 4 (1.57%) Replication
15 3 (1.18%) Clustering
Operating Systems
1 54 (21.18%) Linux
2 12 (4.71%) Windows
3 7 (2.75%) Ubuntu
3 7 (2.75%) Unix
4 6 (2.35%) CentOS
5 1 (0.39%) Windows Server
Processes & Methodologies
1 152 (59.61%) Agile Software Development
2 138 (54.12%) Microservices
3 104 (40.78%) Asset Management
4 98 (38.43%) Software Engineering
5 65 (25.49%) Data Management
6 61 (23.92%) Enterprise Data Management
7 41 (16.08%) DevOps
8 37 (14.51%) Mentoring
9 31 (12.16%) Continuous Integration
10 25 (9.80%) Open Source
11 24 (9.41%) Analytics
11 24 (9.41%) ETL
12 23 (9.02%) Continuous Delivery
12 23 (9.02%) Data Validation
12 23 (9.02%) Validation
13 22 (8.63%) Unit Testing
14 20 (7.84%) Problem-Solving
15 19 (7.45%) Front End Development
16 16 (6.27%) Web Development
17 15 (5.88%) BPMN
Programming Languages
1 153 (60.00%) Java
2 123 (48.24%) SQL
3 53 (20.78%) JavaScript
4 47 (18.43%) Python
5 31 (12.16%) T-SQL
6 30 (11.76%) C#
7 27 (10.59%) PHP
8 18 (7.06%) TypeScript
9 9 (3.53%) Bash Shell
9 9 (3.53%) Ruby
10 8 (3.14%) C
10 8 (3.14%) Scala
11 7 (2.75%) Java 8
12 4 (1.57%) Shell Script
13 2 (0.78%) Go
14 1 (0.39%) C++
14 1 (0.39%) Groovy
14 1 (0.39%) Perl
14 1 (0.39%) PowerShell
Qualifications
1 24 (9.41%) Degree
2 18 (7.06%) Computer Science Degree
3 7 (2.75%) AWS Certification
Quality Assurance & Compliance
1 25 (9.80%) Data Quality
2 10 (3.92%) GDPR
3 4 (1.57%) QA
4 1 (0.39%) DICOM
4 1 (0.39%) HL7
System Software
1 51 (20.00%) Docker
2 15 (5.88%) Varnish
3 7 (2.75%) Active Directory
Systems Management
1 38 (14.90%) Kubernetes
2 31 (12.16%) Terraform
3 28 (10.98%) Ansible
4 8 (3.14%) Packer
5 7 (2.75%) Kibana
6 6 (2.35%) Consul
6 6 (2.35%) Docker Swarm
6 6 (2.35%) logstash
6 6 (2.35%) Marathon
6 6 (2.35%) Mesos
7 5 (1.96%) Opscode Chef
7 5 (1.96%) Puppet
8 2 (0.78%) Prometheus
9 1 (0.39%) Grafana
9 1 (0.39%) Microsoft Clustering
9 1 (0.39%) Nagios
9 1 (0.39%) Salt
9 1 (0.39%) ZABBIX
Vendors
1 73 (28.63%) Oracle
2 59 (23.14%) Sybase
3 38 (14.90%) Microsoft
4 11 (4.31%) Bloomberg
5 7 (2.75%) Splunk
6 5 (1.96%) Google
7 4 (1.57%) Cloudera
7 4 (1.57%) Hortonworks
8 3 (1.18%) Adobe
8 3 (1.18%) Talend
9 2 (0.78%) Informatica
9 2 (0.78%) Percona
9 2 (0.78%) SAP
9 2 (0.78%) Tableau
10 1 (0.39%) Cognizant
10 1 (0.39%) MicroStrategy
10 1 (0.39%) NetApp
10 1 (0.39%) New Relic
10 1 (0.39%) Zend