Period
to 19 September 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 19 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Aurora
UK
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 848 1098 1174
Rank change year-on-year +250 +76 +68
Permanent jobs citing Amazon Aurora 229 88 46
As % of all permanent IT jobs advertised in the UK 0.16% 0.053% 0.026%
As % of the Database & Business Intelligence category 0.60% 0.18% 0.085%
Number of salaries quoted 212 67 42
UK median annual salary £75,000 £65,000 £60,000
Median salary % change year-on-year +15.38% +8.33% +41.18%
10th Percentile £55,000 £37,500 £46,375
90th Percentile £122,500 £97,000 £83,750
UK excluding London median annual salary £62,500 £62,500 £55,000
% change year-on-year - +13.64% +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 38,268 49,810 54,331
As % of all permanent IT jobs advertised in the UK 27.08% 29.75% 30.62%
Number of salaries quoted 31,227 40,610 44,761
UK median annual salary £52,364 £50,000 £47,500
Median salary % change year-on-year +4.73% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 19 September 2019.

Salary histogram for Amazon Aurora in the UK

Amazon Aurora
Top 13 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 September 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 +242 226 £75,000 +15.38% 25
London +196 150 £83,750 +24.07% 18
UK excluding London +85 78 £62,500 - 10
Midlands +77 41 £55,000 -18.52% 1
West Midlands +50 26 £55,000 -33.33% 1
East Midlands +29 15 £75,000 +62.16%
South East +21 13 £70,000 +7.69%
North of England +12 10 £67,500 +35.00% 1
South West +16 7 £60,662 - 4
East of England +76 5 £80,000 +77.78% 1
North West +35 5 £70,000 +75.00% 1
Yorkshire +13 5 £47,500 +3.26%
Scotland - 2 £40,250 - 2

For the 6 months to 19 September 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.

1 222 (96.94%) AWS
2 135 (58.95%) Agile Software Development
3 132 (57.64%) Java
4 113 (49.34%) MySQL
5 105 (45.85%) Microservices
6 103 (44.98%) Finance
7 101 (44.10%) PostgreSQL
8 88 (38.43%) SQL
9 85 (37.12%) Web Services
10 81 (35.37%) Amazon RDS
11 78 (34.06%) Software Engineering
12 74 (32.31%) Asset Management
13 73 (31.88%) SQL Server
14 70 (30.57%) JavaScript
15 65 (28.38%) Linux
16 64 (27.95%) Amazon DynamoDB
17 62 (27.07%) Python
18 60 (26.20%) Docker
18 60 (26.20%) AWS Lambda
19 59 (25.76%) DevOps
20 57 (24.89%) J2EE
21 56 (24.45%) Amazon SQS
22 54 (23.58%) Serverless
23 53 (23.14%) Jenkins
24 52 (22.71%) Amazon EC2
25 50 (21.83%) CSS
26 45 (19.65%) AngularJS
27 43 (18.78%) PHP
28 42 (18.34%) Microsoft
28 42 (18.34%) Mentoring

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 33 (14.41%) Elasticsearch
2 22 (9.61%) Apache
3 13 (5.68%) Apache Spark
3 13 (5.68%) nginx
4 7 (3.06%) CMS
4 7 (3.06%) WordPress
5 6 (2.62%) Tomcat
6 4 (1.75%) Adobe Experience Manager
7 1 (0.44%) lighttpd
Applications
1 3 (1.31%) Adobe Premiere
Business Applications
1 11 (4.80%) PolarLake
2 5 (2.18%) FINCAD Analytics
3 2 (0.87%) Markit EDM
Cloud Services
1 222 (96.94%) AWS
2 60 (26.20%) AWS Lambda
3 56 (24.45%) Amazon SQS
4 54 (23.58%) Serverless
5 52 (22.71%) Amazon EC2
6 28 (12.23%) Amazon ECS
7 23 (10.04%) CloudFront
8 19 (8.30%) Amazon S3
9 15 (6.55%) AWS CloudFormation
10 14 (6.11%) AWS IoT
11 12 (5.24%) Route 53
12 10 (4.37%) Amazon EMR
12 10 (4.37%) Azure
13 9 (3.93%) Amazon ELB
13 9 (3.93%) GCP
14 8 (3.49%) Amazon ElastiCache
14 8 (3.49%) PaaS
14 8 (3.49%) SaaS
15 7 (3.06%) Amazon CloudWatch
16 6 (2.62%) Datadog
Communications & Networking
1 20 (8.73%) HTTP
2 19 (8.30%) FTP
3 18 (7.86%) SMTP
4 14 (6.11%) MQTT
4 14 (6.11%) SSH
5 13 (5.68%) DNS
6 10 (4.37%) Firewall
6 10 (4.37%) Internet
7 9 (3.93%) TCP/IP
8 6 (2.62%) DHCP
8 6 (2.62%) VPN
9 4 (1.75%) SSL
10 3 (1.31%) OpenVPN
11 1 (0.44%) iSCSI
11 1 (0.44%) NAS
11 1 (0.44%) Network Security
11 1 (0.44%) SAN
Database & Business Intelligence
1 113 (49.34%) MySQL
2 101 (44.10%) PostgreSQL
3 81 (35.37%) Amazon RDS
4 73 (31.88%) SQL Server
5 64 (27.95%) Amazon DynamoDB
6 39 (17.03%) Amazon Redshift
7 36 (15.72%) Relational Database
8 27 (11.79%) RDBMS
9 22 (9.61%) OLTP
10 19 (8.30%) Redis
11 14 (6.11%) NoSQL
12 13 (5.68%) Big Data
13 11 (4.80%) Apache Hive
13 11 (4.80%) MongoDB
14 7 (3.06%) Amazon Athena
15 6 (2.62%) Hadoop
16 5 (2.18%) Data Warehouse
16 5 (2.18%) MariaDB
16 5 (2.18%) Star Schema
17 4 (1.75%) Couchbase
Development Applications
1 53 (23.14%) Jenkins
2 38 (16.59%) Git (software)
3 31 (13.54%) GitLab
3 31 (13.54%) JIRA
4 22 (9.61%) Artifactory
5 21 (9.17%) Selenium
6 15 (6.55%) Visual Studio
7 10 (4.37%) Subversion
8 5 (2.18%) GoCD
8 5 (2.18%) Maven
9 4 (1.75%) Cucumber
9 4 (1.75%) Eclipse
9 4 (1.75%) Gradle
9 4 (1.75%) Jasmine
9 4 (1.75%) JUnit
9 4 (1.75%) Karma Test Runner
9 4 (1.75%) Mockito
9 4 (1.75%) Protractor
9 4 (1.75%) Sonatype Nexus
9 4 (1.75%) Vagrant
General
1 103 (44.98%) Finance
2 26 (11.35%) Front Office
3 23 (10.04%) Banking
4 15 (6.55%) Retail
5 4 (1.75%) Marketing
6 2 (0.87%) Public Sector
7 1 (0.44%) Multimedia
7 1 (0.44%) Publishing
Job Titles
1 105 (45.85%) Developer
2 55 (24.02%) AWS Developer
3 44 (19.21%) Software Engineer
4 39 (17.03%) Java Developer
5 32 (13.97%) Java Engineer
6 31 (13.54%) AWS Engineer
7 30 (13.10%) Java Software Engineer
8 29 (12.66%) Developer/Software Engineer
8 29 (12.66%) Java Software Developer
9 23 (10.04%) AWS Software Engineer
10 21 (9.17%) C# Developer
10 21 (9.17%) DBA
11 20 (8.73%) Lead Developer
12 19 (8.30%) Full Stack Developer
12 19 (8.30%) JavaScript Developer
13 17 (7.42%) Front End Developer (Client-Side Developer)
14 16 (6.99%) Technical Manager
15 13 (5.68%) Engineering Manager
15 13 (5.68%) Finance Manager
16 12 (5.24%) HTML CSS Developer
Libraries, Frameworks & Software Standards
1 85 (37.12%) Web Services
2 57 (24.89%) J2EE
3 50 (21.83%) CSS
4 45 (19.65%) AngularJS
5 41 (17.90%) .NET
6 34 (14.85%) HTML
7 29 (12.66%) Dropwizard
7 29 (12.66%) gRPC
8 28 (12.23%) J2SE
8 28 (12.23%) React
9 27 (11.79%) HTML5
10 21 (9.17%) Node.js
11 20 (8.73%) LAMP
12 19 (8.30%) CSS3
13 18 (7.86%) .NET Core
13 18 (7.86%) Vue.js
13 18 (7.86%) XML
14 16 (6.99%) RESTful
15 14 (6.11%) Ajax
15 14 (6.11%) XMPP
Miscellaneous
1 31 (13.54%) Analytical Skills
2 29 (12.66%) Derivative
2 29 (12.66%) Pricing Data
3 27 (11.79%) Foreign Exchange (FX)
4 26 (11.35%) Equities
4 26 (11.35%) Fixed Income
5 23 (10.04%) Hedge funds
6 21 (9.17%) Reference Data
7 18 (7.86%) Algorithms
7 18 (7.86%) Public Cloud
8 15 (6.55%) Virtual Team
9 14 (6.11%) Smart Home
10 10 (4.37%) Data Structures
10 10 (4.37%) Linux Command Line
11 9 (3.93%) Management Information System
12 8 (3.49%) Replication
13 7 (3.06%) Clustering
14 6 (2.62%) Cloud Native
14 6 (2.62%) Mobile App
15 5 (2.18%) Equity Derivative
Operating Systems
1 65 (28.38%) Linux
2 15 (6.55%) Windows
3 11 (4.80%) Ubuntu
4 10 (4.37%) Unix
5 7 (3.06%) CentOS
6 1 (0.44%) Mac OS
6 1 (0.44%) Windows Server
Processes & Methodologies
1 135 (58.95%) Agile Software Development
2 105 (45.85%) Microservices
3 78 (34.06%) Software Engineering
4 74 (32.31%) Asset Management
5 59 (25.76%) DevOps
6 42 (18.34%) Mentoring
7 41 (17.90%) Continuous Integration
8 33 (14.41%) Unit Testing
9 32 (13.97%) Data Management
9 32 (13.97%) Front End Development
10 29 (12.66%) Enterprise Data Management
11 25 (10.92%) Open Source
12 24 (10.48%) Continuous Delivery
12 24 (10.48%) Problem-Solving
13 22 (9.61%) Web Development
14 21 (9.17%) Data Validation
14 21 (9.17%) Validation
15 20 (8.73%) MVC
16 19 (8.30%) Computer Science
16 19 (8.30%) Project Management
Programming Languages
1 132 (57.64%) Java
2 88 (38.43%) SQL
3 70 (30.57%) JavaScript
4 62 (27.07%) Python
5 43 (18.78%) PHP
6 31 (13.54%) C#
7 22 (9.61%) T-SQL
7 22 (9.61%) TypeScript
8 15 (6.55%) C
9 13 (5.68%) Bash Shell
10 10 (4.37%) Shell Script
11 9 (3.93%) Java 8
12 7 (3.06%) Ruby
13 6 (2.62%) Scala
14 4 (1.75%) Go
15 2 (0.87%) C++
15 2 (0.87%) Perl
15 2 (0.87%) PowerShell
16 1 (0.44%) PL/SQL
16 1 (0.44%) Rust
Qualifications
1 25 (10.92%) Degree
2 19 (8.30%) Computer Science Degree
3 8 (3.49%) AWS Certification
4 2 (0.87%) SC Cleared
4 2 (0.87%) Security Cleared
5 1 (0.44%) BPSS Clearance
5 1 (0.44%) DV Cleared
Quality Assurance & Compliance
1 21 (9.17%) Data Quality
2 9 (3.93%) GDPR
3 3 (1.31%) QA
4 1 (0.44%) DICOM
4 1 (0.44%) HL7
4 1 (0.44%) ISO/IEC 20000
System Software
1 60 (26.20%) Docker
2 15 (6.55%) Varnish
3 6 (2.62%) Active Directory
4 1 (0.44%) Hyper-V
4 1 (0.44%) VMware Infrastructure
Systems Management
1 38 (16.59%) Kubernetes
2 34 (14.85%) Terraform
3 23 (10.04%) Ansible
4 11 (4.80%) Opscode Chef
5 10 (4.37%) Puppet
6 8 (3.49%) Kibana
7 7 (3.06%) Docker Swarm
7 7 (3.06%) Packer
8 6 (2.62%) Consul
8 6 (2.62%) logstash
8 6 (2.62%) Marathon
8 6 (2.62%) Mesos
9 4 (1.75%) Grafana
10 3 (1.31%) Prometheus
11 1 (0.44%) Microsoft Clustering
11 1 (0.44%) Salt
Vendors
1 42 (18.34%) Microsoft
2 38 (16.59%) Oracle
3 27 (11.79%) Sybase
4 11 (4.80%) Bloomberg
5 10 (4.37%) Splunk
6 5 (2.18%) Percona
6 5 (2.18%) Tableau
7 4 (1.75%) Adobe
8 3 (1.31%) New Relic
9 1 (0.44%) Citrix
9 1 (0.44%) Informatica
9 1 (0.44%) NetApp
9 1 (0.44%) Red Hat
9 1 (0.44%) SAP
9 1 (0.44%) Talend
9 1 (0.44%) VMware
9 1 (0.44%) Zend