Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Amazon RDS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon RDS over the 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
Central London > City of London
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 274 316 373
Rank change year-on-year +42 +57 +71
Permanent jobs citing Amazon RDS 58 11 10
As % of all permanent IT jobs advertised in the City of London 0.55% 0.10% 0.071%
As % of the Database & Business Intelligence category 1.80% 0.34% 0.23%
Number of salaries quoted 48 10 22
City of London median annual salary £67,500 £45,000 £50,000
Median salary % change year-on-year +50.00% -10.00% +42.86%
10th Percentile £52,500 £32,500 £47,500
90th Percentile £90,000 £97,000 £61,500
Central London median annual salary £67,500 £42,500 £50,000
% change year-on-year +58.82% -15.00% +42.86%

Amazon RDS 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 the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 3,223 3,262 4,348
As % of all permanent IT jobs advertised in the City of London 30.79% 31.03% 30.75%
Number of salaries quoted 2,891 3,023 3,830
City of London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £41,250 £36,750 £37,000
90th Percentile £88,750 £87,500 £85,125
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +5.50%

Amazon RDS
Job Vacancy Trend in the City of London

Job postings citing Amazon RDS as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Amazon RDS in the City of London

Amazon RDS
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon RDS in the City of London.

Salary trend for Amazon RDS in the City of London

Amazon RDS
Salary Histogram in the City of London

The salary distribution of IT jobs citing Amazon RDS in the City of London over the 6 months to 22 January 2018.

Salary histogram for Amazon RDS in the City of London

For the 6 months to 22 January 2018, IT jobs citing Amazon RDS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Amazon RDS.

1 58 (100.00%) Amazon AWS
2 34 (58.62%) Amazon Redshift
3 29 (50.00%) Python
4 28 (48.28%) Agile Software Development
5 26 (44.83%) Amazon EC2
6 24 (41.38%) Data Warehouse
6 24 (41.38%) SQL
7 23 (39.66%) Dimensional Modelling
8 22 (37.93%) DevOps
9 21 (36.21%) C#
10 20 (34.48%) ETL
10 20 (34.48%) Business Intelligence
10 20 (34.48%) Microsoft
11 19 (32.76%) .NET
11 19 (32.76%) SQL Server
11 19 (32.76%) ASP.NET
11 19 (32.76%) SQL Server Integration Services
11 19 (32.76%) Microsoft Azure
11 19 (32.76%) R
11 19 (32.76%) Tableau
11 19 (32.76%) Analytical Skills
11 19 (32.76%) Azure Machine Learning
11 19 (32.76%) SQL Server 2012
11 19 (32.76%) Analytics
11 19 (32.76%) Alteryx
11 19 (32.76%) Power BI
12 17 (29.31%) Amazon S3
13 16 (27.59%) Data Modelling
14 14 (24.14%) Serverless
14 14 (24.14%) AWS Lambda

Amazon RDS
Co-occurring IT Skills in the City of London 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 11 (18.97%) Elasticsearch
2 8 (13.79%) nginx
3 5 (8.62%) Apache
3 5 (8.62%) Apache Spark
4 4 (6.90%) Apache Airflow
4 4 (6.90%) Apache Solr
5 2 (3.45%) NServiceBus
6 1 (1.72%) Apache Pig
6 1 (1.72%) Confluence
Cloud Services
1 58 (100.00%) Amazon AWS
2 26 (44.83%) Amazon EC2
3 19 (32.76%) Azure Machine Learning
3 19 (32.76%) Microsoft Azure
4 17 (29.31%) Amazon S3
5 14 (24.14%) AWS Lambda
5 14 (24.14%) Serverless
6 12 (20.69%) Amazon SQS
7 9 (15.52%) Amazon ElastiCache
7 9 (15.52%) GitHub
8 8 (13.79%) Amazon CloudWatch
8 8 (13.79%) AWS CloudFormation
9 7 (12.07%) Virtual Private Cloud
10 5 (8.62%) Amazon ELB
11 4 (6.90%) Amazon Kinesis
12 3 (5.17%) Route 53
13 1 (1.72%) Cloud Computing
13 1 (1.72%) CloudFront
Communications & Networking
1 1 (1.72%) DHCP
1 1 (1.72%) DNS
1 1 (1.72%) Firewall
1 1 (1.72%) HTTP
1 1 (1.72%) Internet
1 1 (1.72%) Intrusion Detection
1 1 (1.72%) Network Security
Database & Business Intelligence
1 34 (58.62%) Amazon Redshift
2 24 (41.38%) Data Warehouse
3 19 (32.76%) Power BI
3 19 (32.76%) SQL Server
3 19 (32.76%) SQL Server 2012
3 19 (32.76%) SQL Server Integration Services
4 13 (22.41%) SQL Server 2016
4 13 (22.41%) SQL Server Analysis Services
4 13 (22.41%) SQL Server Reporting Services
5 11 (18.97%) PostgreSQL
6 9 (15.52%) Amazon DynamoDB
7 7 (12.07%) Azure SQL Data Warehouse
7 7 (12.07%) Big Data
8 6 (10.34%) InfluxDB
9 4 (6.90%) Data Mart
9 4 (6.90%) Neo4j
9 4 (6.90%) Qlik Sense
9 4 (6.90%) QlikView
10 1 (1.72%) Hadoop
10 1 (1.72%) NoSQL
Development Applications
1 10 (17.24%) Jenkins
2 9 (15.52%) Git (software)
3 4 (6.90%) Calabash
3 4 (6.90%) Cucumber
3 4 (6.90%) gulp
3 4 (6.90%) JUnit
3 4 (6.90%) Selenium
3 4 (6.90%) Sinon.JS
4 2 (3.45%) AppVeyor
4 2 (3.45%) TeamCity
5 1 (1.72%) Bitbucket
5 1 (1.72%) JIRA
5 1 (1.72%) Octopus Deploy
5 1 (1.72%) Sonatype Nexus
5 1 (1.72%) Vagrant
General
1 9 (15.52%) Finance
2 5 (8.62%) Banking
2 5 (8.62%) Marketing
3 1 (1.72%) Games
Job Titles
1 22 (37.93%) Developer
2 14 (24.14%) DevOps Engineer
3 12 (20.69%) Business Intelligence Developer
4 9 (15.52%) Business Intelligence Lead
5 8 (13.79%) Senior Developer
6 7 (12.07%) Azure Consultant
6 7 (12.07%) Business Intelligence Consultant
6 7 (12.07%) Cloud Engineer
6 7 (12.07%) Consultant
6 7 (12.07%) SSIS Consultant
6 7 (12.07%) SSRS Consultant
7 6 (10.34%) Azure Developer
7 6 (10.34%) Software Engineer
7 6 (10.34%) SSAS Developer
7 6 (10.34%) SSIS Developer
7 6 (10.34%) SSRS Developer
8 5 (8.62%) AWS Engineer
8 5 (8.62%) Java Developer
8 5 (8.62%) Senior Java Developer
9 4 (6.90%) QlikView Developer
Libraries, Frameworks & Software Standards
1 19 (32.76%) .NET
1 19 (32.76%) ASP.NET
2 12 (20.69%) Node.js
3 6 (10.34%) Web Services
4 5 (8.62%) J2EE
4 5 (8.62%) Spring
4 5 (8.62%) Spring Boot
5 4 (6.90%) CSS
5 4 (6.90%) CSS3
5 4 (6.90%) HTML
5 4 (6.90%) HTML5
5 4 (6.90%) Kafka
5 4 (6.90%) RESTful
6 3 (5.17%) Elastic Stack
7 2 (3.45%) AngularJS
7 2 (3.45%) RabbitMQ
7 2 (3.45%) REST
7 2 (3.45%) Swagger
8 1 (1.72%) Sphinx
8 1 (1.72%) SQLAlchemy
Miscellaneous
1 19 (32.76%) Analytical Skills
2 11 (18.97%) Fintech
3 8 (13.79%) BBC
3 8 (13.79%) Computer Science
3 8 (13.79%) STB
4 4 (6.90%) Digital TV
5 3 (5.17%) Replication
6 2 (3.45%) Hedge funds
6 2 (3.45%) Virtual Team
7 1 (1.72%) Data Structures
7 1 (1.72%) Linux Command Line
Operating Systems
1 13 (22.41%) Linux
2 8 (13.79%) CentOS
3 6 (10.34%) Unix
4 5 (8.62%) Windows
5 4 (6.90%) Ubuntu
6 3 (5.17%) Red Hat Enterprise Linux
7 1 (1.72%) Windows Server
7 1 (1.72%) Windows Server 2008
Processes & Methodologies
1 28 (48.28%) Agile Software Development
2 23 (39.66%) Dimensional Modelling
3 22 (37.93%) DevOps
4 20 (34.48%) Business Intelligence
4 20 (34.48%) ETL
5 19 (32.76%) Analytics
6 16 (27.59%) Data Modelling
7 13 (22.41%) Data Visualisation
7 13 (22.41%) Visualisation
8 12 (20.69%) Coaching
8 12 (20.69%) Software Engineering
9 11 (18.97%) Open Source
9 11 (18.97%) TDD
10 10 (17.24%) Microservices
11 9 (15.52%) Machine Learning
12 8 (13.79%) Continuous Integration
12 8 (13.79%) Unit Testing
13 7 (12.07%) OO
13 7 (12.07%) Presales
13 7 (12.07%) Technical Architecture
Programming Languages
1 29 (50.00%) Python
2 24 (41.38%) SQL
3 21 (36.21%) C#
4 19 (32.76%) R
5 10 (17.24%) Java
6 8 (13.79%) Clojure
6 8 (13.79%) Go
7 6 (10.34%) T-SQL
8 5 (8.62%) Ruby
8 5 (8.62%) Scala
9 4 (6.90%) JavaScript
9 4 (6.90%) TypeScript
10 1 (1.72%) Bash Shell
10 1 (1.72%) PowerShell
10 1 (1.72%) Shell Script
Qualifications
1 8 (13.79%) Degree
2 2 (3.45%) Computer Science Degree
Quality Assurance & Compliance
1 2 (3.45%) QA
2 1 (1.72%) PCI DSS
System Software
1 13 (22.41%) Docker
2 2 (3.45%) Active Directory
3 1 (1.72%) VMware Infrastructure
Systems Management
1 11 (18.97%) Ansible
2 9 (15.52%) Terraform
3 6 (10.34%) Kubernetes
4 5 (8.62%) Puppet
5 3 (5.17%) Opscode Chef
6 2 (3.45%) Consul
6 2 (3.45%) logstash
7 1 (1.72%) Docker Swarm
7 1 (1.72%) HAProxy
Vendors
1 20 (34.48%) Microsoft
2 19 (32.76%) Alteryx
2 19 (32.76%) Tableau
3 8 (13.79%) Arqiva
3 8 (13.79%) BT
4 4 (6.90%) PagerDuty
4 4 (6.90%) Red Hat
5 2 (3.45%) Concur
6 1 (1.72%) Oracle
6 1 (1.72%) VMware