Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 July 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 26 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > England
6 months to
26 Jul 2021		 Same period 2020 Same period 2019
Rank 344 424 505
Rank change year-on-year +80 +81 +108
Permanent jobs citing Amazon RDS 899 401 738
As % of all permanent jobs advertised in England 0.90% 0.62% 0.55%
As % of the Database & Business Intelligence category 3.20% 2.23% 1.98%
Number of salaries quoted 626 326 565
10th Percentile £35,000 £41,250 £42,500
25th Percentile £45,000 £50,059 £51,250
Median annual salary (50th Percentile) £70,000 £65,000 £70,000
Median % change year-on-year +7.69% -7.14% +16.67%
75th Percentile £90,000 £75,000 £85,000
90th Percentile £115,000 £87,500 £101,500
UK median annual salary £70,000 £65,000 £70,000
% change year-on-year +7.69% -7.14% +16.67%

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 28,091 18,001 37,332
As % of all permanent IT jobs advertised in England 28.16% 27.65% 27.80%
Number of salaries quoted 19,062 14,935 31,239
10th Percentile £35,000 £32,500 £31,250
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £57,000 £55,000 £52,500
Median % change year-on-year +3.64% +4.76% +5.00%
75th Percentile £76,250 £73,750 £70,000
90th Percentile £92,500 £90,000 £86,250
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

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 26 July 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 26 July 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 +70 612 £82,500 +17.86% 89
South East -28 76 £60,000 +30.43% 27
South West -19 75 £39,500 -24.76% 5
North of England -56 71 £45,000 -25.00% 34
Midlands -50 52 £45,000 -2.70% 16
North West -17 45 £45,000 -25.00% 24
East Midlands -23 28 £45,000 -16.28% 3
West Midlands -67 21 £32,250 -28.33% 13
Yorkshire -74 15 £42,500 -27.66% 8
North East - 11 £43,500 - 2
East of England -35 3 £45,000 -25.00% 12
Amazon RDS
UK

For the 6 months to 26 July 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.

1 837 (93.10%) AWS
2 420 (46.72%) Serverless
3 410 (45.61%) AWS Lambda
4 405 (45.05%) Amazon S3
5 395 (43.94%) Amazon EC2
6 391 (43.49%) Agile Software Development
7 350 (38.93%) Docker
8 347 (38.60%) Software Engineering
9 335 (37.26%) JavaScript
9 335 (37.26%) React
9 335 (37.26%) Terraform
10 317 (35.26%) Amazon SQS
11 297 (33.04%) Kubernetes
12 289 (32.15%) DevOps
13 285 (31.70%) Node.js
14 278 (30.92%) Python
15 269 (29.92%) SQL
16 267 (29.70%) Amazon DynamoDB
17 264 (29.37%) TypeScript
18 249 (27.70%) Finance
19 207 (23.03%) Web Services
20 206 (22.91%) Java
21 205 (22.80%) MySQL
22 196 (21.80%) Microservices
23 195 (21.69%) PostgreSQL
24 193 (21.47%) Social Skills
25 190 (21.13%) Linux
26 163 (18.13%) Azure
27 157 (17.46%) Git (software)
28 146 (16.24%) TDD

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 62 (6.90%) Elasticsearch
2 37 (4.12%) Apache Spark
3 34 (3.78%) Cloud Foundry
4 27 (3.00%) Apache
4 27 (3.00%) Confluence
5 25 (2.78%) Apache Airflow
6 23 (2.56%) CMS
7 19 (2.11%) IIS
8 17 (1.89%) nginx
8 17 (1.89%) WordPress
9 16 (1.78%) MS Exchange
10 14 (1.56%) Tomcat
11 12 (1.33%) Luigi
12 10 (1.11%) SharePoint
13 7 (0.78%) Skype for Business
14 4 (0.44%) Magnolia
14 4 (0.44%) Oracle Workflow
15 2 (0.22%) Apache Solr
15 2 (0.22%) Exchange Server 2003
15 2 (0.22%) Umbraco
Applications
1 30 (3.34%) Microsoft Office
2 6 (0.67%) Microsoft Excel
3 1 (0.11%) Chatbot
3 1 (0.11%) Microsoft PowerPoint
Business Applications
1 14 (1.56%) Magento
2 9 (1.00%) Shopify
Cloud Services
1 837 (93.10%) AWS
2 420 (46.72%) Serverless
3 410 (45.61%) AWS Lambda
4 405 (45.05%) Amazon S3
5 395 (43.94%) Amazon EC2
6 317 (35.26%) Amazon SQS
7 163 (18.13%) Azure
8 142 (15.80%) Amazon ECS
9 121 (13.46%) Virtual Private Cloud
10 119 (13.24%) AWS CloudFormation
10 119 (13.24%) AWS Step Functions
11 116 (12.90%) CloudFront
12 110 (12.24%) SaaS
13 102 (11.35%) Amazon CloudWatch
14 95 (10.57%) Amazon EKS
14 95 (10.57%) GitHub
15 66 (7.34%) Microsoft 365
16 56 (6.23%) GCP
17 52 (5.78%) IaaS
18 51 (5.67%) Route 53
Communications & Networking
1 74 (8.23%) DNS
2 39 (4.34%) Firewall
3 38 (4.23%) DHCP
4 34 (3.78%) TCP/IP
5 29 (3.23%) Internet
5 29 (3.23%) VPN
6 22 (2.45%) VLAN
7 16 (1.78%) HTTP
8 14 (1.56%) SAN
9 10 (1.11%) Remote Desktop
10 9 (1.00%) SMTP
10 9 (1.00%) SSL
10 9 (1.00%) VoIP
11 7 (0.78%) Cisco IOS
11 7 (0.78%) Cisco ISE
11 7 (0.78%) Extranet
11 7 (0.78%) Intranet
11 7 (0.78%) Unified Communications
12 6 (0.67%) SSH
12 6 (0.67%) Wi-Fi
Database & Business Intelligence
1 267 (29.70%) Amazon DynamoDB
2 205 (22.80%) MySQL
3 195 (21.69%) PostgreSQL
4 115 (12.79%) NoSQL
5 100 (11.12%) Relational Database
6 92 (10.23%) SQL Server
7 82 (9.12%) Amazon Redshift
8 69 (7.68%) Redis
9 67 (7.45%) Amazon Aurora
10 60 (6.67%) Big Data
10 60 (6.67%) Data Warehouse
11 41 (4.56%) Data Lake
12 32 (3.56%) Hadoop
13 29 (3.23%) MongoDB
14 28 (3.11%) Apache Cassandra
15 27 (3.00%) BigQuery
16 23 (2.56%) Metadata
17 18 (2.00%) Power BI
18 14 (1.56%) MariaDB
19 13 (1.45%) SQL Server Integration Services
Development Applications
1 157 (17.46%) Git (software)
2 80 (8.90%) JIRA
3 79 (8.79%) Jenkins
4 57 (6.34%) GitLab
5 42 (4.67%) Bitbucket
6 31 (3.45%) Atlassian Bamboo
7 28 (3.11%) Cypress.io
8 26 (2.89%) CircleCI
9 22 (2.45%) Visual Studio
10 21 (2.34%) JUnit
11 19 (2.11%) SonarQube
12 17 (1.89%) Maven
13 14 (1.56%) Postman
14 13 (1.45%) PyCharm
15 12 (1.33%) Mockito
15 12 (1.33%) TeamCity
16 11 (1.22%) ReSharper
16 11 (1.22%) Travis CI
17 10 (1.11%) Selenium
18 9 (1.00%) PHPUnit
General
1 249 (27.70%) Finance
2 193 (21.47%) Social Skills
3 114 (12.68%) Front Office
4 54 (6.01%) Analytical Skills
5 50 (5.56%) Public Sector
6 45 (5.01%) Presentation Skills
7 39 (4.34%) Games
7 39 (4.34%) Retail
8 38 (4.23%) Legal
9 34 (3.78%) Local Government
10 30 (3.34%) Marketing
11 25 (2.78%) Banking
12 19 (2.11%) Automotive
13 17 (1.89%) Advertising
13 17 (1.89%) Financial Institution
14 10 (1.11%) Publishing
15 7 (0.78%) Back Office
15 7 (0.78%) Law
16 4 (0.44%) Telecoms
17 3 (0.33%) Documentation Skills
Job Titles
1 351 (39.04%) Developer
2 165 (18.35%) Software Engineer
3 118 (13.13%) React Developer
4 85 (9.45%) DevOps Engineer
5 80 (8.90%) AWS Developer
6 64 (7.12%) Full Stack Developer
7 59 (6.56%) Senior Developer
8 58 (6.45%) AWS Engineer
9 57 (6.34%) Data Engineer
10 54 (6.01%) Developer/Software Engineer
11 50 (5.56%) Backend Developer
12 47 (5.23%) Senior Software Engineer
13 44 (4.89%) Cloud Engineer
14 39 (4.34%) Python Engineer
15 38 (4.23%) Java Developer
16 33 (3.67%) Senior DevOps
16 33 (3.67%) Senior DevOps Engineer
17 32 (3.56%) Architect
18 31 (3.45%) Lead Software Engineer
19 29 (3.23%) Support Engineer
Libraries, Frameworks & Software Standards
1 335 (37.26%) React
2 285 (31.70%) Node.js
3 207 (23.03%) Web Services
4 142 (15.80%) AngularJS
5 116 (12.90%) Material-UI
6 112 (12.46%) REST
7 111 (12.35%) CSS
8 100 (11.12%) .NET
9 69 (7.68%) HTML
9 69 (7.68%) Kafka
9 69 (7.68%) RESTful
10 58 (6.45%) GraphQL
11 56 (6.23%) .NET Core
11 56 (6.23%) Spring
12 50 (5.56%) Redux
13 46 (5.12%) React Native
14 43 (4.78%) Vue.js
15 41 (4.56%) Jest
16 38 (4.23%) Django
16 38 (4.23%) Sass
Miscellaneous
1 44 (4.89%) User Experience
2 40 (4.45%) Legacy Systems
3 34 (3.78%) Blog
4 32 (3.56%) Mobile App
5 31 (3.45%) Enterprise Software
6 23 (2.56%) Algorithms
6 23 (2.56%) Data Structures
7 19 (2.11%) Self-Motivation
8 17 (1.89%) Data Centre
8 17 (1.89%) Management Information System
9 13 (1.45%) CMDB
10 12 (1.33%) Replication
11 11 (1.22%) Driving Licence
11 11 (1.22%) Linux Command Line
11 11 (1.22%) Public Cloud
12 9 (1.00%) Legacy Applications
12 9 (1.00%) NHS
13 7 (0.78%) PKI
14 5 (0.56%) Clustering
14 5 (0.56%) Graphic Design
Operating Systems
1 190 (21.13%) Linux
2 105 (11.68%) Windows
3 58 (6.45%) Windows Server
4 55 (6.12%) Android
5 49 (5.45%) Apple iOS
6 41 (4.56%) Unix
7 27 (3.00%) Ubuntu
8 24 (2.67%) Windows 10
9 19 (2.11%) CentOS
10 14 (1.56%) Mac OS X
10 14 (1.56%) Windows Server 2012
10 14 (1.56%) Windows Server 2016
11 10 (1.11%) Windows Server 2019
12 8 (0.89%) Mac OS
13 7 (0.78%) Red Hat Enterprise Linux
14 5 (0.56%) VMS
14 5 (0.56%) zOS
15 4 (0.44%) Amazon Linux
15 4 (0.44%) Windows 7
15 4 (0.44%) Windows Server 2008
Processes & Methodologies
1 391 (43.49%) Agile Software Development
2 347 (38.60%) Software Engineering
3 289 (32.15%) DevOps
4 196 (21.80%) Microservices
5 146 (16.24%) TDD
6 137 (15.24%) Scrum
7 118 (13.13%) Asset Management
8 115 (12.79%) Investment Management
9 105 (11.68%) OO
10 102 (11.35%) Mentoring
11 101 (11.23%) Problem-Solving
12 93 (10.34%) Infrastructure as Code
13 85 (9.45%) Analytics
14 81 (9.01%) Coaching
14 81 (9.01%) Front End Development
14 81 (9.01%) Kanban
15 79 (8.79%) Pair Programming
16 66 (7.34%) Fintech
17 58 (6.45%) Data Pipeline
18 57 (6.34%) Test Automation
Programming Languages
1 335 (37.26%) JavaScript
2 278 (30.92%) Python
3 269 (29.92%) SQL
4 264 (29.37%) TypeScript
5 206 (22.91%) Java
6 118 (13.13%) C#
7 84 (9.34%) PHP
8 74 (8.23%) Bash Shell
9 52 (5.78%) PowerShell
10 47 (5.23%) Ruby
11 41 (4.56%) ES6
12 39 (4.34%) Scala
13 35 (3.89%) Go
14 27 (3.00%) Kotlin
15 26 (2.89%) C++
15 26 (2.89%) Shell Script
16 20 (2.22%) Java 11
17 18 (2.00%) Clojure
17 18 (2.00%) Java 8
18 11 (1.22%) R
Qualifications
1 82 (9.12%) Degree
2 27 (3.00%) AWS Certification
3 18 (2.00%) Computer Science Degree
4 17 (1.89%) Security Cleared
5 15 (1.67%) SC Cleared
6 13 (1.45%) Numerate Degree
7 10 (1.11%) Cisco Certification
8 8 (0.89%) DBS Check
8 8 (0.89%) Master's Degree
9 7 (0.78%) ITIL Foundation Certificate
9 7 (0.78%) MCP
9 7 (0.78%) Microsoft Certification
10 6 (0.67%) MCSA
11 5 (0.56%) CCNA
11 5 (0.56%) CCNP
11 5 (0.56%) CISSP
12 4 (0.44%) MCSE
13 2 (0.22%) (ISC)2 CCSP
13 2 (0.22%) CCIE
13 2 (0.22%) CISM
Quality Assurance & Compliance
1 32 (3.56%) QA
2 25 (2.78%) ISO/IEC 27001
3 22 (2.45%) SLA
4 11 (1.22%) Accessibility
4 11 (1.22%) Data Quality
5 8 (0.89%) ISO 13485
6 7 (0.78%) IEC 62304
6 7 (0.78%) PCI DSS
7 4 (0.44%) GDPR
7 4 (0.44%) HIPAA
7 4 (0.44%) PMO
8 2 (0.22%) OpenSCAP
System Software
1 350 (38.93%) Docker
2 70 (7.79%) Active Directory
3 29 (3.23%) Hyper-V
4 26 (2.89%) VMware Infrastructure
5 10 (1.11%) VMware ESXi
6 8 (0.89%) Postfix
6 8 (0.89%) Virtual Machines
7 7 (0.78%) BitLocker
7 7 (0.78%) vSphere
8 4 (0.44%) DFS Replication
8 4 (0.44%) vCloud
9 3 (0.33%) Varnish
10 2 (0.22%) pfSense
10 2 (0.22%) Terminal Server
10 2 (0.22%) Virtual Desktop
10 2 (0.22%) XenApp
10 2 (0.22%) XenDesktop
11 1 (0.11%) Firmware
11 1 (0.11%) Terminal Services
11 1 (0.11%) Virtual Servers
Systems Management
1 335 (37.26%) Terraform
2 297 (33.04%) Kubernetes
3 66 (7.34%) Ansible
4 38 (4.23%) Opscode Chef
5 29 (3.23%) Puppet
6 28 (3.11%) Prometheus
7 24 (2.67%) Microsoft Intune
8 21 (2.34%) Grafana
9 13 (1.45%) Istio
9 13 (1.45%) Packer
9 13 (1.45%) SCCM
10 10 (1.11%) SCOM
11 9 (1.00%) Backup Exec
12 8 (0.89%) Jamf Pro
13 5 (0.56%) Kubeflow
13 5 (0.56%) logstash
13 5 (0.56%) Nagios
13 5 (0.56%) Pingdom
13 5 (0.56%) Single Sign-On
14 4 (0.44%) Argo
Vendors
1 112 (12.46%) Microsoft
2 49 (5.45%) Google
3 48 (5.34%) Oracle
4 45 (5.01%) VMware
5 39 (4.34%) Citrix
6 18 (2.00%) Apple
7 17 (1.89%) Veeam
8 16 (1.78%) Cisco
9 14 (1.56%) Talend
9 14 (1.56%) WooCommerce
10 13 (1.45%) HP
10 13 (1.45%) New Relic
11 12 (1.33%) Atlassian
11 12 (1.33%) Netlify
12 11 (1.22%) SolarWinds
13 10 (1.11%) Dell
14 9 (1.00%) Asigra
14 9 (1.00%) SAP
14 9 (1.00%) SonicWALL
14 9 (1.00%) Splunk