Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 October 2021

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 19 October 2021 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > England
6 months to
19 Oct 2021		 Same period 2020 Same period 2019
Rank 347 418 454
Rank change year-on-year +71 +36 +103
Permanent jobs citing Amazon RDS 1,045 271 820
As % of all permanent jobs advertised in England 0.95% 0.61% 0.65%
As % of the Database & Business Intelligence category 3.39% 2.11% 2.39%
Number of salaries quoted 712 222 633
10th Percentile £40,000 £32,500 £42,500
25th Percentile £52,500 £45,000 £51,250
Median annual salary (50th Percentile) £75,000 £63,750 £70,000
Median % change year-on-year +17.65% -8.93% +12.00%
75th Percentile £92,500 £72,500 £92,500
90th Percentile £126,250 £82,375 £122,500
UK median annual salary £75,000 £62,500 £70,000
% change year-on-year +20.00% -10.71% +12.00%

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 30,847 12,839 34,337
As % of all permanent IT jobs advertised in England 27.96% 28.85% 27.26%
Number of salaries quoted 20,178 10,972 28,793
10th Percentile £35,000 £34,000 £31,500
25th Percentile £42,500 £42,500 £38,750
Median annual salary (50th Percentile) £59,000 £55,000 £52,500
Median % change year-on-year +7.27% +4.76% +5.00%
75th Percentile £77,500 £72,598 £71,250
90th Percentile £95,000 £90,000 £87,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Amazon RDS
Job Vacancy Trend in England

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

Job vacancy trend for Amazon RDS in England

Amazon RDS
Salary Trend in England

3-month moving average salary quoted in jobs citing Amazon RDS in England.

Salary trend for Amazon RDS in England

Amazon RDS
Salary Histogram in England

Salary distribution for jobs citing Amazon RDS in England over the 6 months to 19 October 2021.

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 19 October 2021. 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 +67 723 £85,000 +25.93% 78
South East -70 102 £65,000 +44.44% 19
North of England -77 81 £45,000 -21.74% 20
South West -60 59 £43,750 -15.20% 9
Midlands -95 46 £45,000 +28.57% 29
North West -72 43 £50,000 -9.09% 12
Yorkshire -99 29 £34,500 -45.88% 5
East Midlands -54 28 £45,000 +16.13% 6
West Midlands -122 18 £45,000 +28.57% 23
East of England -95 17 £70,000 +16.67% 13
North East -20 9 £43,500 +33.85% 3
Amazon RDS
UK

For the 6 months to 19 October 2021, 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.

1 984 (94.16%) AWS
2 547 (52.34%) Amazon S3
3 534 (51.10%) Serverless
4 527 (50.43%) AWS Lambda
5 475 (45.45%) Agile Software Development
6 454 (43.44%) Docker
7 421 (40.29%) Terraform
8 420 (40.19%) Software Engineering
8 420 (40.19%) Amazon EC2
9 394 (37.70%) Amazon SQS
10 388 (37.13%) JavaScript
11 383 (36.65%) Python
11 383 (36.65%) Amazon DynamoDB
12 374 (35.79%) React
13 359 (34.35%) Kubernetes
14 342 (32.73%) DevOps
15 337 (32.25%) Node.js
16 336 (32.15%) Full Stack Development
17 310 (29.67%) TypeScript
18 309 (29.57%) Web Services
19 308 (29.47%) Finance
20 280 (26.79%) SQL
21 247 (23.64%) PostgreSQL
22 230 (22.01%) Java
22 230 (22.01%) Microservices
23 226 (21.63%) MySQL
24 210 (20.10%) Azure
25 203 (19.43%) Linux
26 190 (18.18%) Social Skills
27 179 (17.13%) Asset Management

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 58 (5.55%) Apache Spark
2 45 (4.31%) Elasticsearch
3 38 (3.64%) Apache Airflow
4 36 (3.44%) Apache
5 24 (2.30%) Cloud Foundry
6 23 (2.20%) Confluence
7 19 (1.82%) CMS
7 19 (1.82%) IIS
8 18 (1.72%) Luigi
9 15 (1.44%) Tomcat
10 11 (1.05%) SharePoint
11 9 (0.86%) MS Exchange
11 9 (0.86%) WordPress
12 8 (0.77%) Magnolia
13 6 (0.57%) nginx
14 5 (0.48%) SAS
15 4 (0.38%) Skype for Business
16 3 (0.29%) Oracle Workflow
17 2 (0.19%) Umbraco
18 1 (0.096%) Exchange Server 2003
Applications
1 26 (2.49%) Microsoft Office
Business Applications
1 8 (0.77%) Magento
2 4 (0.38%) Dynamics CRM
2 4 (0.38%) Shopify
3 1 (0.096%) Sage 200
Cloud Services
1 984 (94.16%) AWS
2 547 (52.34%) Amazon S3
3 534 (51.10%) Serverless
4 527 (50.43%) AWS Lambda
5 420 (40.19%) Amazon EC2
6 394 (37.70%) Amazon SQS
7 210 (20.10%) Azure
8 178 (17.03%) AWS Step Functions
9 168 (16.08%) AWS CloudFormation
10 147 (14.07%) Amazon ECS
11 138 (13.21%) GitHub
12 135 (12.92%) Virtual Private Cloud
13 125 (11.96%) Amazon EKS
14 120 (11.48%) Amazon CloudWatch
15 108 (10.33%) CloudFront
16 104 (9.95%) SaaS
17 75 (7.18%) GCP
18 63 (6.03%) Microsoft 365
19 58 (5.55%) Amazon Kinesis
20 54 (5.17%) Amazon EMR
Communications & Networking
1 79 (7.56%) DNS
2 35 (3.35%) HTTP
3 34 (3.25%) Firewall
4 31 (2.97%) DHCP
4 31 (2.97%) Internet
4 31 (2.97%) TCP/IP
5 25 (2.39%) SAN
6 24 (2.30%) Cisco IPT
7 20 (1.91%) VPN
8 18 (1.72%) AMQP
9 12 (1.15%) VLAN
10 11 (1.05%) Skype
11 10 (0.96%) Wi-Fi
12 9 (0.86%) SMTP
13 8 (0.77%) Remote Desktop
13 8 (0.77%) SD-WAN
13 8 (0.77%) SSL
13 8 (0.77%) VoIP
14 7 (0.67%) Cisco IOS
15 6 (0.57%) FTP
Database & Business Intelligence
1 383 (36.65%) Amazon DynamoDB
2 247 (23.64%) PostgreSQL
3 226 (21.63%) MySQL
4 151 (14.45%) NoSQL
5 148 (14.16%) Amazon Redshift
6 131 (12.54%) Relational Database
7 101 (9.67%) Big Data
8 97 (9.28%) Redis
9 95 (9.09%) SQL Server
10 72 (6.89%) Data Lake
11 71 (6.79%) Amazon Aurora
12 61 (5.84%) Amazon Athena
13 60 (5.74%) Data Warehouse
14 45 (4.31%) Hadoop
15 41 (3.92%) MongoDB
16 27 (2.58%) Apache Cassandra
17 23 (2.20%) Electronic Patient Records
18 22 (2.11%) Metadata
19 19 (1.82%) BigQuery
20 18 (1.72%) OLTP
Development Applications
1 172 (16.46%) Git (software)
2 102 (9.76%) JIRA
3 86 (8.23%) Jenkins
4 80 (7.66%) GitLab
5 55 (5.26%) CircleCI
6 53 (5.07%) Bitbucket
7 31 (2.97%) Cypress.io
8 27 (2.58%) Atlassian Bamboo
9 26 (2.49%) Selenium
10 23 (2.20%) JUnit
11 19 (1.82%) Postman
12 17 (1.63%) Maven
13 16 (1.53%) kappa
13 16 (1.53%) SonarQube
14 15 (1.44%) PyCharm
15 14 (1.34%) webpack
16 12 (1.15%) TeamCity
17 11 (1.05%) Travis CI
18 8 (0.77%) Mockito
18 8 (0.77%) Octopus Deploy
General
1 308 (29.47%) Finance
2 190 (18.18%) Social Skills
3 171 (16.36%) Front Office
4 59 (5.65%) Retail
5 54 (5.17%) Analytical Skills
6 47 (4.50%) Public Sector
7 43 (4.11%) Banking
7 43 (4.11%) Games
8 31 (2.97%) Presentation Skills
9 30 (2.87%) Automotive
10 29 (2.78%) Legal
11 23 (2.20%) Local Government
12 17 (1.63%) Marketing
13 14 (1.34%) Financial Institution
13 14 (1.34%) Investment Banking
14 9 (0.86%) Advertising
15 7 (0.67%) Publishing
15 7 (0.67%) Wearables
16 6 (0.57%) Law
17 5 (0.48%) Organisational Skills
Job Titles
1 389 (37.22%) Developer
2 259 (24.78%) Software Engineer
3 166 (15.89%) React Developer
4 140 (13.40%) Developer/Software Engineer
5 86 (8.23%) AWS Engineer
6 84 (8.04%) DevOps Engineer
7 81 (7.75%) Cloud Engineer
8 73 (6.99%) Data Engineer
9 64 (6.12%) Full Stack Developer
10 63 (6.03%) Senior Developer
11 54 (5.17%) AWS Developer
12 53 (5.07%) Senior Software Engineer
13 43 (4.11%) AWS DevOps
13 43 (4.11%) Backend Developer
14 39 (3.73%) Python Engineer
15 37 (3.54%) Java Developer
16 30 (2.87%) Architect
16 30 (2.87%) Infrastructure Engineer
16 30 (2.87%) Support Engineer
17 29 (2.78%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 374 (35.79%) React
2 337 (32.25%) Node.js
3 309 (29.57%) Web Services
4 167 (15.98%) Material-UI
5 127 (12.15%) AngularJS
6 124 (11.87%) REST
7 107 (10.24%) CSS
8 97 (9.28%) .NET
9 95 (9.09%) Kafka
10 83 (7.94%) RESTful
11 74 (7.08%) HTML
12 67 (6.41%) Django
13 60 (5.74%) GraphQL
14 56 (5.36%) SOAP
15 55 (5.26%) Jest
15 55 (5.26%) Spring
16 48 (4.59%) Redux
17 46 (4.40%) pytest
17 46 (4.40%) Vue.js
18 43 (4.11%) Swagger
Miscellaneous
1 71 (6.79%) User Experience
2 34 (3.25%) Enterprise Software
2 34 (3.25%) Mobile App
3 32 (3.06%) Legacy Systems
3 32 (3.06%) Self-Motivation
4 28 (2.68%) Data Structures
5 23 (2.20%) Blog
5 23 (2.20%) Management Information System
6 19 (1.82%) NHS
7 18 (1.72%) Algorithms
7 18 (1.72%) Video\Live Streaming
8 17 (1.63%) CMDB
8 17 (1.63%) Data Centre
9 16 (1.53%) Replication
10 15 (1.44%) Video on Demand
11 14 (1.34%) Legacy Applications
11 14 (1.34%) Public Cloud
12 13 (1.24%) Linux Command Line
13 11 (1.05%) Driving Licence
14 10 (0.96%) Cloud Native
Operating Systems
1 203 (19.43%) Linux
2 151 (14.45%) Windows
3 75 (7.18%) Windows Server
4 60 (5.74%) Unix
5 52 (4.98%) Android
6 46 (4.40%) Apple iOS
7 24 (2.30%) Windows Server 2012
8 22 (2.11%) Ubuntu
9 20 (1.91%) Windows Server 2016
10 18 (1.72%) Mac OS X
10 18 (1.72%) Windows 10
11 16 (1.53%) CentOS
11 16 (1.53%) Red Hat Enterprise Linux
11 16 (1.53%) Windows Server 2008
12 14 (1.34%) Windows Server 2019
13 7 (0.67%) Mac OS
14 6 (0.57%) Windows 7
15 4 (0.38%) Amazon Linux
15 4 (0.38%) Debian
15 4 (0.38%) VMS
Processes & Methodologies
1 475 (45.45%) Agile Software Development
2 420 (40.19%) Software Engineering
3 342 (32.73%) DevOps
4 336 (32.15%) Full Stack Development
5 230 (22.01%) Microservices
6 179 (17.13%) Asset Management
7 178 (17.03%) TDD
8 169 (16.17%) Investment Management
9 148 (14.16%) Scrum
10 137 (13.11%) Problem-Solving
11 121 (11.58%) Analytics
12 114 (10.91%) Mentoring
13 99 (9.47%) OO
14 96 (9.19%) Infrastructure as Code
15 93 (8.90%) Test Automation
16 91 (8.71%) Continuous Integration
17 77 (7.37%) Front End Development
18 72 (6.89%) Kanban
19 70 (6.70%) BDD
20 67 (6.41%) ETL
Programming Languages
1 388 (37.13%) JavaScript
2 383 (36.65%) Python
3 310 (29.67%) TypeScript
4 280 (26.79%) SQL
5 230 (22.01%) Java
6 112 (10.72%) Bash Shell
7 108 (10.33%) C#
8 102 (9.76%) PowerShell
9 71 (6.79%) PHP
10 61 (5.84%) Scala
11 55 (5.26%) Go
12 35 (3.35%) Ruby
13 32 (3.06%) ES6
14 24 (2.30%) C++
15 22 (2.11%) Kotlin
16 18 (1.72%) Java 11
17 14 (1.34%) R
18 13 (1.24%) Clojure
18 13 (1.24%) Perl
19 10 (0.96%) PL/SQL
Qualifications
1 100 (9.57%) Degree
2 59 (5.65%) AWS Certification
3 27 (2.58%) Security Cleared
4 26 (2.49%) Cisco Certification
5 25 (2.39%) CISSP
5 25 (2.39%) SC Cleared
6 24 (2.30%) (ISC)2 CCSP
7 14 (1.34%) CCSP
8 11 (1.05%) Microsoft Certification
9 9 (0.86%) MCSA
9 9 (0.86%) Numerate Degree
10 8 (0.77%) DBS Check
11 7 (0.67%) Computer Science Degree
11 7 (0.67%) ITIL Foundation Certificate
11 7 (0.67%) Master's Degree
11 7 (0.67%) MCP
11 7 (0.67%) MCSE
12 3 (0.29%) ISTQB
12 3 (0.29%) ISTQB Foundation Certification
12 3 (0.29%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 44 (4.21%) QA
2 26 (2.49%) SLA
3 23 (2.20%) ISO/IEC 27001
4 19 (1.82%) Accessibility
5 11 (1.05%) Data Quality
6 10 (0.96%) IEC 62304
6 10 (0.96%) ISO 13485
7 9 (0.86%) PCI DSS
8 5 (0.48%) GDPR
8 5 (0.48%) PMO
9 4 (0.38%) HIPAA
10 3 (0.29%) Cyber Essentials
11 1 (0.096%) ISO/IEC 20000
System Software
1 454 (43.44%) Docker
2 67 (6.41%) Active Directory
3 46 (4.40%) VMware Infrastructure
4 41 (3.92%) Hyper-V
5 13 (1.24%) Postfix
6 7 (0.67%) Virtual Machines
6 7 (0.67%) VMware ESXi
7 6 (0.57%) Virtual Desktop
8 5 (0.48%) BitLocker
8 5 (0.48%) HDFS
8 5 (0.48%) vCloud
8 5 (0.48%) vSphere
9 3 (0.29%) Terminal Services
10 2 (0.19%) Varnish
11 1 (0.096%) Firmware
11 1 (0.096%) pfSense
11 1 (0.096%) Terminal Server
11 1 (0.096%) Virtual Servers
11 1 (0.096%) XenApp
11 1 (0.096%) XenDesktop
Systems Management
1 421 (40.29%) Terraform
2 359 (34.35%) Kubernetes
3 107 (10.24%) Ansible
4 52 (4.98%) Opscode Chef
5 39 (3.73%) Puppet
6 35 (3.35%) Microsoft Intune
7 24 (2.30%) Prometheus
7 24 (2.30%) SCCM
8 18 (1.72%) Grafana
9 15 (1.44%) Istio
10 13 (1.24%) Packer
10 13 (1.24%) SCOM
11 11 (1.05%) Salt
11 11 (1.05%) SCVMM
12 9 (0.86%) Argo
13 7 (0.67%) Jamf Pro
14 6 (0.57%) logstash
15 5 (0.48%) Nagios
15 5 (0.48%) Pingdom
16 4 (0.38%) Backup Exec
Vendors
1 146 (13.97%) Microsoft
2 64 (6.12%) VMware
3 58 (5.55%) Oracle
4 56 (5.36%) Google
5 39 (3.73%) Citrix
6 31 (2.97%) Databricks
7 25 (2.39%) Veeam
8 23 (2.20%) Talend
9 20 (1.91%) New Relic
9 20 (1.91%) ServiceNow
10 18 (1.72%) Informatica
11 17 (1.63%) Cisco
12 16 (1.53%) CommVault
13 15 (1.44%) Apple
13 15 (1.44%) Atlassian
14 14 (1.34%) Splunk
15 13 (1.24%) Netlify
16 12 (1.15%) Red Hat
16 12 (1.15%) SaltStack
17 7 (0.67%) Veritas