Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 January 2022

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 21 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > England
6 months to
21 Jan 2022		 Same period 2021 Same period 2020
Rank 359 396 405
Rank change year-on-year +37 +9 +119
Permanent jobs citing Amazon RDS 987 404 859
As % of all permanent jobs advertised in England 0.89% 0.71% 0.74%
As % of the Database & Business Intelligence category 3.32% 2.57% 2.72%
Number of salaries quoted 662 307 696
10th Percentile £42,050 £32,500 £42,500
25th Percentile £51,063 £45,000 £52,501
Median annual salary (50th Percentile) £72,500 £65,000 £70,000
Median % change year-on-year +11.54% -7.14% +7.69%
75th Percentile £92,500 £80,000 £92,500
90th Percentile £117,375 £95,000 £122,500
UK median annual salary £70,000 £65,000 £70,000
% change year-on-year +7.69% -7.14% +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 29,692 15,731 31,637
As % of all permanent IT jobs advertised in England 26.68% 27.64% 27.08%
Number of salaries quoted 19,526 13,446 26,387
10th Percentile £36,250 £33,750 £32,200
25th Percentile £43,750 £42,500 £39,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £72,500 £72,500
90th Percentile £95,000 £88,750 £90,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 21 January 2022.

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 21 January 2022. 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
Jobs
London -8 615 £85,000 +21.43% 73
South East -23 113 £67,500 +50.00% 20
North of England -88 94 £50,000 +14.94% 19
South West -25 53 £50,000 +33.33% 7
North West -46 46 £60,000 +9.09% 13
Midlands -96 43 £45,000 +16.13% 11
Yorkshire -67 41 £35,000 +7.69% 3
East of England -60 39 £62,500 -3.85% 9
East Midlands -40 22 £47,500 +46.15% 6
West Midlands -84 21 £45,000 +12.50% 5
North East -35 6 £23,500 -47.78% 3
Amazon RDS
UK

For the 6 months to 21 January 2022, 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.

1 937 (94.93%) AWS
2 589 (59.68%) Amazon S3
3 468 (47.42%) Amazon EC2
4 465 (47.11%) Serverless
5 456 (46.20%) AWS Lambda
6 429 (43.47%) Python
7 411 (41.64%) Docker
8 402 (40.73%) Agile Software Development
9 385 (39.01%) CI/CD
10 383 (38.80%) DevOps
11 365 (36.98%) Terraform
12 345 (34.95%) Software Engineering
13 331 (33.54%) Amazon DynamoDB
14 307 (31.10%) Amazon SQS
15 291 (29.48%) Azure
16 270 (27.36%) JavaScript
16 270 (27.36%) PostgreSQL
17 266 (26.95%) Kubernetes
18 258 (26.14%) SQL
19 234 (23.71%) React
20 230 (23.30%) Java
21 223 (22.59%) AWS CloudFormation
22 217 (21.99%) Node.js
23 213 (21.58%) Finance
24 209 (21.18%) Full Stack Development
25 208 (21.07%) TypeScript
26 203 (20.57%) Amazon Redshift
27 201 (20.36%) MySQL
28 187 (18.95%) Microservices
29 181 (18.34%) Windows

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 67 (6.79%) Apache Airflow
2 54 (5.47%) Apache
2 54 (5.47%) Elasticsearch
3 46 (4.66%) SAS
4 45 (4.56%) Apache Spark
5 31 (3.14%) Tomcat
6 25 (2.53%) SharePoint
7 20 (2.03%) Confluence
8 19 (1.93%) Luigi
9 18 (1.82%) CMS
9 18 (1.82%) IIS
10 12 (1.22%) MS Exchange
11 9 (0.91%) WordPress
12 6 (0.61%) Exchange Server 2013
12 6 (0.61%) Skype for Business
13 5 (0.51%) Magnolia
14 4 (0.41%) JBoss
14 4 (0.41%) nginx
15 3 (0.30%) Headless CMS
15 3 (0.30%) WebSphere
Applications
1 21 (2.13%) Microsoft Office
2 16 (1.62%) Microsoft PowerPoint
3 11 (1.11%) Microsoft Excel
4 10 (1.01%) MS Visio
5 3 (0.30%) Chatbot
Business Applications
1 5 (0.51%) Dynamics CRM
2 3 (0.30%) Magento
3 2 (0.20%) Shopify
4 1 (0.10%) Dynamics AX
4 1 (0.10%) Sage 200
Cloud Services
1 937 (94.93%) AWS
2 589 (59.68%) Amazon S3
3 468 (47.42%) Amazon EC2
4 465 (47.11%) Serverless
5 456 (46.20%) AWS Lambda
6 307 (31.10%) Amazon SQS
7 291 (29.48%) Azure
8 223 (22.59%) AWS CloudFormation
9 157 (15.91%) Amazon ECS
10 142 (14.39%) Amazon EKS
11 129 (13.07%) AWS Step Functions
12 120 (12.16%) GitHub
13 119 (12.06%) Amazon CloudWatch
14 112 (11.35%) Virtual Private Cloud
15 105 (10.64%) CloudFront
15 105 (10.64%) GCP
16 82 (8.31%) Microsoft 365
17 81 (8.21%) SaaS
18 78 (7.90%) Amazon EMR
19 71 (7.19%) Amazon ElastiCache
Communications & Networking
1 92 (9.32%) DNS
2 49 (4.96%) Cisco IPT
3 48 (4.86%) HTTP
4 39 (3.95%) Firewall
5 32 (3.24%) AMQP
6 28 (2.84%) SAN
7 27 (2.74%) TCP/IP
8 23 (2.33%) VPN
9 21 (2.13%) DHCP
10 20 (2.03%) Skype
11 18 (1.82%) Internet
12 16 (1.62%) SSL
12 16 (1.62%) VLAN
13 15 (1.52%) VoIP
14 12 (1.22%) DKIM
14 12 (1.22%) DMARC
15 11 (1.11%) HTTPS
16 10 (1.01%) Remote Desktop
17 9 (0.91%) SD-WAN
18 8 (0.81%) Wi-Fi
Database & Business Intelligence
1 331 (33.54%) Amazon DynamoDB
2 270 (27.36%) PostgreSQL
3 203 (20.57%) Amazon Redshift
4 201 (20.36%) MySQL
5 131 (13.27%) NoSQL
6 128 (12.97%) Amazon Athena
7 98 (9.93%) Big Data
8 97 (9.83%) Redis
9 96 (9.73%) Amazon Aurora
10 87 (8.81%) Relational Database
11 76 (7.70%) SQL Server
12 74 (7.50%) Data Lake
13 65 (6.59%) Data Warehouse
14 63 (6.38%) MongoDB
15 51 (5.17%) Electronic Patient Records
16 46 (4.66%) Hadoop
17 37 (3.75%) Metadata
18 34 (3.44%) Power BI
19 27 (2.74%) KNIME
20 25 (2.53%) Pentaho
Development Applications
1 168 (17.02%) Git (software)
2 125 (12.66%) Jenkins
3 83 (8.41%) GitLab
4 82 (8.31%) JIRA
5 68 (6.89%) Bitbucket
6 59 (5.98%) CircleCI
7 39 (3.95%) Selenium
8 25 (2.53%) Artifactory
9 23 (2.33%) Cypress.io
10 21 (2.13%) Atlassian Bamboo
11 18 (1.82%) JUnit
12 14 (1.42%) kappa
12 14 (1.42%) Maven
13 12 (1.22%) Cucumber
14 10 (1.01%) SonarQube
15 9 (0.91%) Snyk
16 8 (0.81%) webpack
17 7 (0.71%) git-flow
17 7 (0.71%) Gradle
17 7 (0.71%) Storybook
General
1 213 (21.58%) Finance
2 152 (15.40%) Social Skills
3 112 (11.35%) Front Office
4 60 (6.08%) Marketing
5 45 (4.56%) Retail
6 42 (4.26%) Automotive
7 36 (3.65%) Analytical Skills
8 35 (3.55%) Public Sector
9 29 (2.94%) Banking
9 29 (2.94%) Games
10 15 (1.52%) Financial Institution
10 15 (1.52%) Investment Banking
11 13 (1.32%) Advertising
12 12 (1.22%) Manufacturing
13 11 (1.11%) Law
14 10 (1.01%) Digital Economy
15 8 (0.81%) Organisational Skills
15 8 (0.81%) Presentation Skills
16 7 (0.71%) Publishing
16 7 (0.71%) Wearables
Job Titles
1 258 (26.14%) Developer
2 209 (21.18%) Software Engineer
3 145 (14.69%) Data Engineer
4 131 (13.27%) AWS Engineer
5 116 (11.75%) DevOps Engineer
6 98 (9.93%) Cloud Engineer
7 95 (9.63%) Developer/Software Engineer
8 90 (9.12%) React Developer
9 83 (8.41%) Senior Developer
10 76 (7.70%) AWS DevOps
11 66 (6.69%) Full Stack Developer
12 57 (5.78%) Senior Software Engineer
13 52 (5.27%) AWS DevOps Engineer
14 49 (4.96%) Security Engineer
15 45 (4.56%) Senior Data Engineer
16 41 (4.15%) Architect
17 40 (4.05%) Infrastructure Engineer
18 37 (3.75%) Senior Cloud Engineer
19 36 (3.65%) Python Developer
20 35 (3.55%) Senior Security Engineer
Libraries, Frameworks & Software Standards
1 234 (23.71%) React
2 217 (21.99%) Node.js
3 109 (11.04%) REST
4 102 (10.33%) Kafka
5 95 (9.63%) AngularJS
5 95 (9.63%) CSS
6 94 (9.52%) HTML
7 90 (9.12%) Material-UI
8 86 (8.71%) .NET
9 80 (8.11%) RESTful
10 73 (7.40%) GraphQL
11 68 (6.89%) Django
12 62 (6.28%) JSON
13 59 (5.98%) WebSockets
14 54 (5.47%) Web Services
14 54 (5.47%) XML
15 53 (5.37%) Flask
16 48 (4.86%) Vue.js
17 47 (4.76%) SOAP
18 46 (4.66%) React Native
Miscellaneous
1 80 (8.11%) User Experience
2 36 (3.65%) Mobile App
3 33 (3.34%) Video\Live Streaming
4 31 (3.14%) Self-Motivation
5 27 (2.74%) NHS
6 26 (2.63%) Video on Demand
7 24 (2.43%) Public Cloud
8 18 (1.82%) Cloud Native
8 18 (1.82%) Data Structures
9 15 (1.52%) Social Media
10 14 (1.42%) Replication
11 13 (1.32%) Data Centre
12 12 (1.22%) Enterprise Software
13 11 (1.11%) Smartphone
14 10 (1.01%) Blog
14 10 (1.01%) CMDB
14 10 (1.01%) Enterprise Cloud
14 10 (1.01%) Over-the-Top Content
15 9 (0.91%) Algorithms
15 9 (0.91%) Management Information System
Operating Systems
1 181 (18.34%) Windows
2 178 (18.03%) Linux
3 77 (7.80%) Windows Server
4 66 (6.69%) Unix
5 30 (3.04%) Windows Server 2012
6 28 (2.84%) Android
7 25 (2.53%) Ubuntu
8 23 (2.33%) Apple iOS
9 21 (2.13%) Windows Server 2019
10 20 (2.03%) Windows Server 2008
10 20 (2.03%) Windows Server 2016
11 17 (1.72%) Red Hat Enterprise Linux
12 12 (1.22%) Mac OS X
12 12 (1.22%) Windows 10
13 10 (1.01%) CentOS
14 9 (0.91%) Debian
15 7 (0.71%) VMS
16 4 (0.41%) OpenWrt
17 3 (0.30%) Solaris
17 3 (0.30%) Windows 7
Processes & Methodologies
1 402 (40.73%) Agile Software Development
2 385 (39.01%) CI/CD
3 383 (38.80%) DevOps
4 345 (34.95%) Software Engineering
5 209 (21.18%) Full Stack Development
6 187 (18.95%) Microservices
7 153 (15.50%) ETL
8 142 (14.39%) TDD
9 138 (13.98%) Analytics
9 138 (13.98%) Problem-Solving
10 119 (12.06%) Asset Management
11 108 (10.94%) Test Automation
12 96 (9.73%) Infrastructure as Code
13 94 (9.52%) Continuous Integration
14 93 (9.42%) Investment Management
15 89 (9.02%) Data Modelling
16 86 (8.71%) Scrum
17 85 (8.61%) Continuous Improvement
18 84 (8.51%) BDD
19 77 (7.80%) Mentoring
Programming Languages
1 429 (43.47%) Python
2 270 (27.36%) JavaScript
3 258 (26.14%) SQL
4 230 (23.30%) Java
5 208 (21.07%) TypeScript
6 152 (15.40%) Bash
7 146 (14.79%) PowerShell
8 86 (8.71%) Scala
9 80 (8.11%) Go
10 70 (7.09%) PHP
11 52 (5.27%) C#
12 27 (2.74%) Ruby
13 21 (2.13%) R
14 20 (2.03%) Shell Script
15 19 (1.93%) PL/SQL
16 18 (1.82%) HiveQL
16 18 (1.82%) Perl
17 14 (1.42%) ES6
18 11 (1.11%) C++
19 8 (0.81%) Kotlin
Qualifications
1 103 (10.44%) AWS Certification
2 94 (9.52%) Degree
3 52 (5.27%) Cisco Certification
4 49 (4.96%) (ISC)2 CCSP
4 49 (4.96%) CISSP
5 37 (3.75%) Security Cleared
6 32 (3.24%) SC Cleared
7 29 (2.94%) Computer Science Degree
8 14 (1.42%) CCSP
9 11 (1.11%) Microsoft Certification
10 8 (0.81%) MCSA
11 7 (0.71%) MCSE
12 6 (0.61%) VMware Certified Professional (VCP)
13 4 (0.41%) OCPJP
13 4 (0.41%) Oracle Certification
13 4 (0.41%) Sun Certification
14 3 (0.30%) CCNA
14 3 (0.30%) ISTQB
14 3 (0.30%) ISTQB Foundation Certification
14 3 (0.30%) RHCE
Quality Assurance & Compliance
1 47 (4.76%) QA
2 27 (2.74%) CDISC
2 27 (2.74%) HL7
2 27 (2.74%) SLA
3 18 (1.82%) Accessibility
4 14 (1.42%) IEC 62304
4 14 (1.42%) ISO 13485
5 12 (1.22%) PCI DSS
6 10 (1.01%) ISO/IEC 27001
7 7 (0.71%) Data Quality
8 6 (0.61%) GDPR
9 5 (0.51%) Cyber Essentials
10 3 (0.30%) Sarbanes-Oxley
11 2 (0.20%) PMO
12 1 (0.10%) ISO/IEC 20000
System Software
1 411 (41.64%) Docker
2 82 (8.31%) Active Directory
3 61 (6.18%) VMware Infrastructure
4 50 (5.07%) Hyper-V
5 18 (1.82%) HDFS
6 13 (1.32%) Virtual Machines
7 10 (1.01%) Virtual Desktop
8 9 (0.91%) Postfix
9 4 (0.41%) Terminal Services
9 4 (0.41%) vSphere
10 3 (0.30%) Oracle RAC
10 3 (0.30%) VMware ESXi
11 2 (0.20%) XenApp
11 2 (0.20%) XenDesktop
12 1 (0.10%) vCloud
Systems Management
1 365 (36.98%) Terraform
2 266 (26.95%) Kubernetes
3 115 (11.65%) Ansible
4 46 (4.66%) Puppet
5 43 (4.36%) Grafana
6 40 (4.05%) Opscode Chef
7 25 (2.53%) Kibana
8 24 (2.43%) Microsoft Intune
8 24 (2.43%) Prometheus
9 23 (2.33%) SCCM
10 18 (1.82%) SCOM
11 17 (1.72%) Salt
12 16 (1.62%) SCVMM
13 6 (0.61%) Argo
13 6 (0.61%) FortiGate
13 6 (0.61%) Nagios
14 5 (0.51%) logstash
14 5 (0.51%) WSUS
15 4 (0.41%) Kubeflow
15 4 (0.41%) Packer
Vendors
1 170 (17.22%) Microsoft
2 79 (8.00%) VMware
3 55 (5.57%) Oracle
4 52 (5.27%) Databricks
4 52 (5.27%) Talend
5 51 (5.17%) Citrix
6 47 (4.76%) Google
7 36 (3.65%) Veeam
8 31 (3.14%) New Relic
9 30 (3.04%) Informatica
10 27 (2.74%) Alteryx
11 20 (2.03%) Cisco
12 18 (1.82%) SaltStack
13 17 (1.72%) Commvault
14 16 (1.62%) ServiceNow
15 14 (1.42%) Fortinet
15 14 (1.42%) Red Hat
16 12 (1.22%) Apple
16 12 (1.22%) Cadence
17 11 (1.11%) 3PAR