Period
to 23 February 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 23 February 2020 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > England
6 months to
23 Feb 2020
Same period 2019 Same period 2018
Rank 419 491 678
Rank change year-on-year +72 +187 +167
Permanent jobs citing Amazon RDS 778 791 546
As % of all permanent IT jobs advertised in England 0.69% 0.57% 0.33%
As % of the Database & Business Intelligence category 2.58% 1.98% 1.08%
Number of salaries quoted 654 599 427
England median annual salary £67,500 £65,000 £55,000
Median salary % change year-on-year +3.85% +18.18% +4.76%
10th Percentile £42,500 £41,250 £37,500
90th Percentile £107,375 £95,000 £83,750
UK median annual salary £66,715 £65,000 £55,000
% change year-on-year +2.64% +18.18% +7.32%

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 30,097 39,864 50,495
As % of all permanent IT jobs advertised in England 26.74% 28.53% 30.62%
Number of salaries quoted 24,885 33,021 42,477
England median annual salary £53,869 £52,500 £50,000
Median salary % change year-on-year +2.61% +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,500
90th Percentile £90,000 £85,000 £79,850
UK median annual salary £52,500 £52,095 £49,000
% change year-on-year +0.78% +6.32% +3.16%

Amazon RDS
Job Vacancy Trend in England

Job postings citing Amazon RDS as a percentage of all IT jobs advertised in England.

Job vacancy trend for Amazon RDS in England

Amazon RDS
Salary Trend in England

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

Salary trend for Amazon RDS in England

Amazon RDS
Salary Histogram in England

The salary distribution of IT jobs citing Amazon RDS in England over the 6 months to 23 February 2020.

Salary histogram for Amazon RDS in England

Amazon RDS
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon RDS within the England region over the 6 months to 23 February 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
London +114 517 £75,000 +7.14% 61
North of England +53 93 £60,000 - 21
Midlands -8 76 £57,500 +15.00% 7
South East +38 72 £58,750 -9.62% 14
West Midlands -1 70 £60,000 +20.00% 7
North West +22 52 £57,500 -4.17% 11
Yorkshire +61 40 £63,000 +26.00% 6
South West +26 31 £60,000 +9.09% 7
East of England +40 9 £67,500 +12.50% 6
East Midlands +16 6 £35,500 -52.67%
North East +14 1 £66,715 +33.43% 4
Amazon RDS
UK

For the 6 months to 23 February 2020, IT jobs citing Amazon RDS 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 across the England region with a requirement for Amazon RDS.

1 727 (93.44%) AWS
2 416 (53.47%) Amazon EC2
3 406 (52.19%) Amazon S3
4 379 (48.71%) Agile Software Development
5 332 (42.67%) DevOps
6 311 (39.97%) Python
7 308 (39.59%) Java
8 297 (38.17%) Docker
9 258 (33.16%) AWS Lambda
10 256 (32.90%) Serverless
11 239 (30.72%) Software Engineering
12 235 (30.21%) Linux
13 230 (29.56%) SQL
14 214 (27.51%) Terraform
15 191 (24.55%) Finance
16 188 (24.16%) Web Services
17 187 (24.04%) Amazon SQS
18 185 (23.78%) Windows
19 174 (22.37%) Kubernetes
20 168 (21.59%) AWS CloudFormation
21 162 (20.82%) Jenkins
22 158 (20.31%) PostgreSQL
23 149 (19.15%) Amazon DynamoDB
24 148 (19.02%) Virtual Private Cloud
24 148 (19.02%) Azure
25 145 (18.64%) JavaScript
26 142 (18.25%) Git (software)
27 140 (17.99%) Microservices
28 130 (16.71%) SQL Server
29 124 (15.94%) Ansible

Amazon RDS
Co-occurring IT Skills in England 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 54 (6.94%) Elasticsearch
2 48 (6.17%) Apache Spark
3 44 (5.66%) Confluence
4 31 (3.98%) Apache
4 31 (3.98%) IIS
5 27 (3.47%) Apache Airflow
6 21 (2.70%) SharePoint
7 20 (2.57%) Luigi
8 19 (2.44%) Tomcat
9 13 (1.67%) Cloud Foundry
9 13 (1.67%) Skype for Business
10 11 (1.41%) GeoServer
11 10 (1.29%) nginx
12 6 (0.77%) MS Exchange
12 6 (0.77%) SAS
13 4 (0.51%) WebSphere
14 3 (0.39%) Exchange Server 2013
14 3 (0.39%) JBoss
15 1 (0.13%) Jetty
15 1 (0.13%) WordPress
Applications
1 8 (1.03%) Microsoft Office
2 3 (0.39%) Adobe Creative Suite
3 2 (0.26%) Microsoft Excel
Business Applications
1 24 (3.08%) Payment Gateway
2 4 (0.51%) Markit EDM
2 4 (0.51%) SimCorp Dimension
3 1 (0.13%) PolarLake
Cloud Services
1 727 (93.44%) AWS
2 416 (53.47%) Amazon EC2
3 406 (52.19%) Amazon S3
4 258 (33.16%) AWS Lambda
5 256 (32.90%) Serverless
6 187 (24.04%) Amazon SQS
7 168 (21.59%) AWS CloudFormation
8 148 (19.02%) Azure
8 148 (19.02%) Virtual Private Cloud
9 119 (15.30%) Amazon ECS
10 86 (11.05%) Amazon CloudWatch
11 79 (10.15%) OpenShift
12 71 (9.13%) Route 53
13 65 (8.35%) Amazon ELB
14 58 (7.46%) AWS Elastic Beanstalk
15 55 (7.07%) GitHub
16 48 (6.17%) SaaS
17 45 (5.78%) Amazon ElastiCache
18 43 (5.53%) Office 365
19 41 (5.27%) CloudFront
Communications & Networking
1 63 (8.10%) DNS
2 50 (6.43%) DHCP
3 39 (5.01%) HTTP
4 28 (3.60%) VPN
5 23 (2.96%) Firewall
5 23 (2.96%) TCP/IP
6 13 (1.67%) Internet
6 13 (1.67%) WAN
7 11 (1.41%) FTP
7 11 (1.41%) LAN
7 11 (1.41%) Network Security
7 11 (1.41%) SMTP
7 11 (1.41%) SSH
8 10 (1.29%) Fibre Channel
8 10 (1.29%) SAN
9 9 (1.16%) SSL
10 7 (0.90%) VoIP
11 6 (0.77%) NetScaler
12 5 (0.64%) iSCSI
12 5 (0.64%) VLAN
Database & Business Intelligence
1 158 (20.31%) PostgreSQL
2 149 (19.15%) Amazon DynamoDB
3 130 (16.71%) SQL Server
4 107 (13.75%) Amazon Redshift
5 97 (12.47%) MySQL
6 82 (10.54%) Relational Database
7 75 (9.64%) NoSQL
8 64 (8.23%) Redis
9 62 (7.97%) Big Data
10 39 (5.01%) Amazon Athena
11 38 (4.88%) Data Warehouse
12 37 (4.76%) Apache Cassandra
12 37 (4.76%) MongoDB
13 34 (4.37%) Amazon Aurora
14 30 (3.86%) Looker
15 28 (3.60%) SQL Server Integration Services
16 24 (3.08%) Azure SQL Database
17 23 (2.96%) Power BI
18 20 (2.57%) RDBMS
19 19 (2.44%) Snowflake Schema
Development Applications
1 162 (20.82%) Jenkins
2 142 (18.25%) Git (software)
3 93 (11.95%) JIRA
4 74 (9.51%) Maven
5 52 (6.68%) Artifactory
6 42 (5.40%) Bitbucket
7 38 (4.88%) GitLab
8 35 (4.50%) Atlassian Bamboo
9 33 (4.24%) SonarQube
10 27 (3.47%) JUnit
11 24 (3.08%) CircleCI
12 21 (2.70%) Octopus Deploy
12 21 (2.70%) Vagrant
13 19 (2.44%) Mockito
14 17 (2.19%) DbUnit
14 17 (2.19%) jMock
14 17 (2.19%) WebDriver
15 16 (2.06%) Subversion
16 15 (1.93%) PhantomJS
17 13 (1.67%) Gradle
General
1 191 (24.55%) Finance
2 86 (11.05%) Front Office
3 20 (2.57%) Banking
3 20 (2.57%) Retail
4 11 (1.41%) Games
5 9 (1.16%) Public Sector
6 7 (0.90%) Marketing
7 5 (0.64%) Automotive
8 3 (0.39%) Legal
9 2 (0.26%) Advertising
9 2 (0.26%) Law
9 2 (0.26%) Manufacturing
9 2 (0.26%) Retail Banking
10 1 (0.13%) Back Office
10 1 (0.13%) Billing
10 1 (0.13%) Investment Banking
Job Titles
1 210 (26.99%) Developer
2 128 (16.45%) DevOps Engineer
3 125 (16.07%) AWS Engineer
4 120 (15.42%) Software Engineer
5 85 (10.93%) Senior Software Engineer
6 84 (10.80%) Architect
7 65 (8.35%) Python Developer
7 65 (8.35%) Senior Developer
8 64 (8.23%) Python Engineer
9 61 (7.84%) AWS Software Engineer
10 54 (6.94%) AWS Developer
11 53 (6.81%) Java Developer
12 52 (6.68%) Python Software Engineer
13 42 (5.40%) Senior Python Developer
14 41 (5.27%) Data Engineer
15 38 (4.88%) AWS DevOps
16 37 (4.76%) AWS Architect
16 37 (4.76%) AWS DevOps Engineer
17 34 (4.37%) .NET Developer
18 33 (4.24%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 188 (24.16%) Web Services
2 101 (12.98%) Node.js
2 101 (12.98%) Spring
3 90 (11.57%) RESTful
4 84 (10.80%) .NET
5 79 (10.15%) React
6 77 (9.90%) REST
7 74 (9.51%) HTML
8 70 (9.00%) CSS
9 63 (8.10%) HTML5
9 63 (8.10%) RabbitMQ
10 59 (7.58%) JSON
11 53 (6.81%) ActiveMQ
12 51 (6.56%) Spring Boot
13 50 (6.43%) AngularJS
14 46 (5.91%) Kafka
15 39 (5.01%) SOAP
16 38 (4.88%) CSS3
17 37 (4.76%) NumPy
17 37 (4.76%) SciPy
Miscellaneous
1 87 (11.18%) Fixed Income
2 60 (7.71%) Public Cloud
3 55 (7.07%) Greenfield Project
4 47 (6.04%) Hybrid Cloud
5 37 (4.76%) Data Centre
5 37 (4.76%) Derivative
6 34 (4.37%) Linux Command Line
7 29 (3.73%) Equities
8 28 (3.60%) Data Structures
9 25 (3.21%) Hedge funds
10 24 (3.08%) Self-Motivation
11 21 (2.70%) Analytical Skills
11 21 (2.70%) Device Driver
11 21 (2.70%) Mobile App
12 17 (2.19%) Management Information System
12 17 (2.19%) Reference Data
13 15 (1.93%) Foreign Exchange (FX)
14 14 (1.80%) Clustering
14 14 (1.80%) Private Cloud
15 12 (1.54%) User Experience
Operating Systems
1 235 (30.21%) Linux
2 185 (23.78%) Windows
3 55 (7.07%) Windows Server
4 49 (6.30%) Unix
5 41 (5.27%) Windows Server 2012
6 28 (3.60%) Windows 10
7 27 (3.47%) CentOS
8 24 (3.08%) VMS
9 20 (2.57%) Fedora
10 18 (2.31%) Android
10 18 (2.31%) Apple iOS
11 12 (1.54%) Ubuntu
12 9 (1.16%) Oracle Linux
12 9 (1.16%) Red Hat Enterprise Linux
13 8 (1.03%) Embedded Linux
13 8 (1.03%) Windows Server 2008
14 6 (0.77%) CoreOS
14 6 (0.77%) Windows Server 2003
15 4 (0.51%) Mac OS
15 4 (0.51%) Windows 7
Processes & Methodologies
1 379 (48.71%) Agile Software Development
2 332 (42.67%) DevOps
3 239 (30.72%) Software Engineering
4 140 (17.99%) Microservices
5 113 (14.52%) TDD
6 94 (12.08%) Scrum
7 89 (11.44%) Continuous Integration
8 85 (10.93%) Analytics
8 85 (10.93%) Asset Management
9 67 (8.61%) Configuration Management
10 66 (8.48%) Decision-Making
11 65 (8.35%) Mentoring
12 64 (8.23%) Fintech
13 63 (8.10%) ETL
14 58 (7.46%) Data Science
14 58 (7.46%) Migration
15 57 (7.33%) Technical Leadership
16 53 (6.81%) OO
17 49 (6.30%) Business Intelligence
17 49 (6.30%) Continuous Delivery
Programming Languages
1 311 (39.97%) Python
2 308 (39.59%) Java
3 230 (29.56%) SQL
4 145 (18.64%) JavaScript
5 72 (9.25%) R
6 70 (9.00%) Scala
7 67 (8.61%) C#
8 62 (7.97%) Bash Shell
9 58 (7.46%) PowerShell
9 58 (7.46%) Ruby
10 51 (6.56%) C++
11 50 (6.43%) PHP
12 49 (6.30%) Java 8
13 46 (5.91%) TypeScript
14 29 (3.73%) Go
15 28 (3.60%) Shell Script
16 24 (3.08%) T-SQL
17 22 (2.83%) AspectJ
18 19 (2.44%) Perl
19 12 (1.54%) Groovy
Qualifications
1 52 (6.68%) Degree
2 39 (5.01%) Computer Science Degree
3 31 (3.98%) Microsoft Certification
4 30 (3.86%) Security Cleared
5 24 (3.08%) MCSE
5 24 (3.08%) SC Cleared
6 16 (2.06%) MCP
7 15 (1.93%) AWS Certification
7 15 (1.93%) ITIL Certification
7 15 (1.93%) MCSA
8 12 (1.54%) VMware Certified Professional (VCP)
9 9 (1.16%) CCNA
9 9 (1.16%) Cisco Certification
10 5 (0.64%) CESG Certified Professional
11 4 (0.51%) CCA
11 4 (0.51%) Citrix Certification
11 4 (0.51%) MCITP
12 3 (0.39%) CCNP
13 2 (0.26%) LPIC
14 1 (0.13%) MCIPD
Quality Assurance & Compliance
1 55 (7.07%) QA
2 10 (1.29%) PCI DSS
3 6 (0.77%) SLA
4 5 (0.64%) Data Quality
4 5 (0.64%) Solvency II
5 3 (0.39%) ISO/IEC 27001
6 2 (0.26%) GDPR
7 1 (0.13%) HIPAA
7 1 (0.13%) ISO 9001
7 1 (0.13%) ISO/IEC 20000
7 1 (0.13%) PMO
System Software
1 297 (38.17%) Docker
2 102 (13.11%) Active Directory
3 58 (7.46%) VMware Infrastructure
4 48 (6.17%) Hyper-V
5 19 (2.44%) Virtual Machines
6 18 (2.31%) Postfix
6 18 (2.31%) XenApp
7 14 (1.80%) vSphere
8 12 (1.54%) XenDesktop
9 6 (0.77%) Virtual Servers
10 5 (0.64%) GlusterFS
10 5 (0.64%) NFS
10 5 (0.64%) Virtual Desktop
10 5 (0.64%) VirtualBox
11 3 (0.39%) Terminal Services
11 3 (0.39%) VMware ESXi
12 2 (0.26%) Varnish
13 1 (0.13%) Microsoft App-V
13 1 (0.13%) Squid
13 1 (0.13%) Terminal Server
Systems Management
1 214 (27.51%) Terraform
2 174 (22.37%) Kubernetes
3 124 (15.94%) Ansible
4 61 (7.84%) Puppet
5 48 (6.17%) Opscode Chef
6 40 (5.14%) Microsoft Intune
7 38 (4.88%) Packer
8 37 (4.76%) SCCM
9 28 (3.60%) Nagios
10 16 (2.06%) Prometheus
11 9 (1.16%) Istio
12 8 (1.03%) ZABBIX
13 7 (0.90%) Grafana
14 6 (0.77%) Consul
14 6 (0.77%) vCenter Server
15 5 (0.64%) Jamf Pro
15 5 (0.64%) OSSEC
16 3 (0.39%) Docker Swarm
16 3 (0.39%) Oozie
17 2 (0.26%) Perfmon
Vendors
1 107 (13.75%) Microsoft
2 93 (11.95%) Oracle
3 64 (8.23%) VMware
4 41 (5.27%) Citrix
5 36 (4.63%) Red Hat
6 34 (4.37%) Tableau
7 31 (3.98%) Google
8 30 (3.86%) Atlassian
9 24 (3.08%) WorldPay
10 22 (2.83%) Zend
11 18 (2.31%) Cisco
12 17 (2.19%) Talend
13 16 (2.06%) HP
14 15 (1.93%) Informatica
15 13 (1.67%) AppDynamics
16 12 (1.54%) FIS
17 9 (1.16%) Meraki
18 8 (1.03%) Dell
18 8 (1.03%) NetApp
18 8 (1.03%) SAP