Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 4 December 2021

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 4 December 2021 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > Work from Home
6 months to
4 Dec 2021		 Same period 2020 Same period 2019
Rank 272 231 217
Rank change year-on-year -41 -14 +26
Permanent jobs citing Amazon RDS 314 78 76
As % of all permanent jobs with a WFH option 1.08% 0.90% 0.97%
As % of the Database & Business Intelligence category 3.88% 2.95% 3.33%
Number of salaries quoted 268 61 75
10th Percentile £44,250 £32,500 £42,350
25th Percentile £63,750 £45,750 £46,250
Median annual salary (50th Percentile) £80,000 £52,500 £52,500
Median % change year-on-year +52.38% - -25.00%
75th Percentile £105,000 £68,750 £72,500
90th Percentile £127,375 £85,000 £85,000
UK median annual salary £72,500 £60,000 £70,000
% change year-on-year +20.83% -14.29% +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 with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 8,083 2,640 2,283
As % of all permanent jobs with a WFH option 27.74% 30.55% 29.25%
Number of salaries quoted 6,138 2,430 2,053
10th Percentile £37,500 £34,750 £33,750
25th Percentile £45,000 £42,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £50,000
Median % change year-on-year +9.09% +10.00% -4.76%
75th Percentile £77,500 £70,000 £70,000
90th Percentile £92,500 £82,500 £84,800
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Amazon RDS
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Amazon RDS as a proportion of all IT jobs advertised.

Amazon RDS trend for jobs with a WFH option

Amazon RDS
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Amazon RDS.

Amazon RDS salary trend for jobs with a WFH option

Amazon RDS
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Amazon RDS over the 6 months to 4 December 2021.

Amazon RDS salary histogram for jobs with a WFH option

For the 6 months to 4 December 2021, Amazon RDS job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Amazon RDS.

1 302 (96.18%) AWS
2 198 (63.06%) Serverless
3 189 (60.19%) Amazon DynamoDB
4 185 (58.92%) AWS Lambda
5 184 (58.60%) Amazon S3
6 179 (57.01%) Docker
7 157 (50.00%) Terraform
8 148 (47.13%) Software Engineering
9 145 (46.18%) JavaScript
10 133 (42.36%) Agile Software Development
10 133 (42.36%) Amazon EC2
10 133 (42.36%) Node.js
11 120 (38.22%) Full Stack Development
12 119 (37.90%) React
13 118 (37.58%) Amazon SQS
14 107 (34.08%) Kubernetes
14 107 (34.08%) TypeScript
15 101 (32.17%) Python
16 96 (30.57%) Web Services
17 87 (27.71%) Finance
18 83 (26.43%) Microservices
19 78 (24.84%) PostgreSQL
20 75 (23.89%) Git (software)
21 74 (23.57%) AWS Step Functions
21 74 (23.57%) Asset Management
22 73 (23.25%) Investment Management
22 73 (23.25%) Front Office
22 73 (23.25%) DevOps
22 73 (23.25%) Material-UI
23 70 (22.29%) MySQL

Amazon RDS
Co-occurring IT Skills with a WFH Option 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 7 (2.23%) Elasticsearch
2 4 (1.27%) SharePoint
3 3 (0.96%) Apache
3 3 (0.96%) CMS
3 3 (0.96%) JBoss
3 3 (0.96%) MS Exchange
3 3 (0.96%) Tomcat
3 3 (0.96%) WebLogic
3 3 (0.96%) WebSphere
4 2 (0.64%) Apache Airflow
4 2 (0.64%) Apache Spark
4 2 (0.64%) Confluence
4 2 (0.64%) IIS
5 1 (0.32%) Ethereum
5 1 (0.32%) Exchange Server 2013
5 1 (0.32%) nginx
5 1 (0.32%) SAS
5 1 (0.32%) Skype for Business
Applications
1 3 (0.96%) Microsoft Office
2 1 (0.32%) Figma
Cloud Services
1 302 (96.18%) AWS
2 198 (63.06%) Serverless
3 185 (58.92%) AWS Lambda
4 184 (58.60%) Amazon S3
5 133 (42.36%) Amazon EC2
6 118 (37.58%) Amazon SQS
7 74 (23.57%) AWS Step Functions
8 63 (20.06%) SaaS
9 57 (18.15%) Amazon ECS
10 54 (17.20%) AWS CloudFormation
11 45 (14.33%) Cloudflare
12 43 (13.69%) CloudFront
13 41 (13.06%) Azure
14 34 (10.83%) Amazon CloudWatch
15 28 (8.92%) Virtual Private Cloud
16 23 (7.32%) AWS Fargate
17 20 (6.37%) GCP
17 20 (6.37%) GitHub
18 18 (5.73%) Cloud Computing
19 16 (5.10%) Amazon Kinesis
Communications & Networking
1 47 (14.97%) DNS
2 32 (10.19%) AMQP
3 8 (2.55%) TCP/IP
4 7 (2.23%) Firewall
4 7 (2.23%) HTTP
5 6 (1.91%) tcpdump
6 4 (1.27%) DHCP
6 4 (1.27%) VLAN
7 3 (0.96%) Fibre Channel
8 2 (0.64%) iSCSI
8 2 (0.64%) SMTP
8 2 (0.64%) SSL
8 2 (0.64%) VPN
9 1 (0.32%) Cisco ASA
9 1 (0.32%) FTP
9 1 (0.32%) Internet
9 1 (0.32%) SSH
9 1 (0.32%) VoIP
9 1 (0.32%) Wi-Fi
9 1 (0.32%) Wireless
Database & Business Intelligence
1 189 (60.19%) Amazon DynamoDB
2 78 (24.84%) PostgreSQL
3 70 (22.29%) MySQL
4 48 (15.29%) NoSQL
4 48 (15.29%) Redis
5 35 (11.15%) Amazon Athena
6 31 (9.87%) Amazon Aurora
7 30 (9.55%) Amazon Redshift
7 30 (9.55%) Relational Database
8 19 (6.05%) SQL Server
9 16 (5.10%) Big Data
10 14 (4.46%) OLTP
11 12 (3.82%) Data Warehouse
12 11 (3.50%) MongoDB
13 10 (3.18%) Oracle Database
14 9 (2.87%) Data Lake
14 9 (2.87%) RDBMS
15 7 (2.23%) Hadoop
16 6 (1.91%) Apache Cassandra
17 4 (1.27%) InfluxDB
Development Applications
1 75 (23.89%) Git (software)
2 34 (10.83%) CircleCI
3 33 (10.51%) Selenium
4 20 (6.37%) Cypress.io
5 19 (6.05%) JIRA
6 18 (5.73%) Postman
7 15 (4.78%) GitLab
8 14 (4.46%) Travis CI
9 13 (4.14%) Jenkins
10 10 (3.18%) Atlassian Bamboo
10 10 (3.18%) Bitbucket
11 6 (1.91%) Storybook
11 6 (1.91%) webpack
12 4 (1.27%) JUnit
12 4 (1.27%) REST Assured
12 4 (1.27%) TestCafe
13 3 (0.96%) Cucumber
14 2 (0.64%) JIRA Agile
14 2 (0.64%) Maven
14 2 (0.64%) SonarQube
General
1 87 (27.71%) Finance
2 73 (23.25%) Front Office
3 36 (11.46%) Retail
4 35 (11.15%) Social Skills
5 31 (9.87%) Automotive
6 17 (5.41%) Games
7 10 (3.18%) Analytical Skills
8 9 (2.87%) Banking
8 9 (2.87%) Investment Banking
9 7 (2.23%) Marketing
10 6 (1.91%) Law
10 6 (1.91%) Wearables
11 5 (1.59%) Legal
12 4 (1.27%) Brand Awareness
13 2 (0.64%) Advertising
13 2 (0.64%) Financial Institution
13 2 (0.64%) Inclusion and Diversity
14 1 (0.32%) Documentation Skills
14 1 (0.32%) Influencing Skills
14 1 (0.32%) Telecoms
Job Titles
1 147 (46.82%) Developer
2 102 (32.48%) Software Engineer
3 79 (25.16%) Developer/Software Engineer
4 75 (23.89%) React Developer
5 40 (12.74%) Senior Developer
6 36 (11.46%) DevOps Engineer
7 32 (10.19%) Python Developer
8 30 (9.55%) Django Developer
8 30 (9.55%) Python/Django Developer
8 30 (9.55%) Senior Python Developer
9 20 (6.37%) AWS Engineer
9 20 (6.37%) Software Developer
10 19 (6.05%) Cloud Engineer
10 19 (6.05%) DBA
11 17 (5.41%) Site Engineer
11 17 (5.41%) Site Reliability Engineer
12 15 (4.78%) Architect
12 15 (4.78%) SaaS Developer
13 12 (3.82%) Senior Software Engineer
14 10 (3.18%) AWS DevOps
Libraries, Frameworks & Software Standards
1 133 (42.36%) Node.js
2 119 (37.90%) React
3 96 (30.57%) Web Services
4 73 (23.25%) Material-UI
5 38 (12.10%) Django
5 38 (12.10%) WebSockets
6 34 (10.83%) Flask
6 34 (10.83%) GraphQL
7 32 (10.19%) Celery
7 32 (10.19%) FastAPI
7 32 (10.19%) pytest
7 32 (10.19%) SQLAlchemy
8 27 (8.60%) REST
9 21 (6.69%) AngularJS
10 20 (6.37%) .NET
10 20 (6.37%) Jest
11 16 (5.10%) JSON
11 16 (5.10%) JSON Schema
12 14 (4.46%) Redux
12 14 (4.46%) TypeORM
Miscellaneous
1 32 (10.19%) Video\Live Streaming
2 28 (8.92%) Video on Demand
3 14 (4.46%) CMDB
4 13 (4.14%) Self-Motivation
5 11 (3.50%) Legacy Applications
6 10 (3.18%) Mobile App
7 9 (2.87%) Cloud Native
8 7 (2.23%) Greenfield Project
8 7 (2.23%) Linux Command Line
8 7 (2.23%) Public Cloud
9 6 (1.91%) Virtual Team
10 5 (1.59%) Legacy Systems
11 4 (1.27%) Private Cloud
11 4 (1.27%) Tandem
12 3 (0.96%) Replication
12 3 (0.96%) User Experience
13 2 (0.64%) Data Centre
13 2 (0.64%) Enterprise Cloud
13 2 (0.64%) Management Information System
13 2 (0.64%) Over-the-Top Content
Operating Systems
1 52 (16.56%) Linux
2 41 (13.06%) Windows
3 23 (7.32%) Unix
4 16 (5.10%) Windows Server
5 7 (2.23%) Android
5 7 (2.23%) Apple iOS
6 6 (1.91%) CentOS
7 5 (1.59%) Red Hat Enterprise Linux
7 5 (1.59%) Windows Server 2019
8 4 (1.27%) Ubuntu
8 4 (1.27%) Windows Server 2012
9 3 (0.96%) Solaris
9 3 (0.96%) Windows Server 2008
9 3 (0.96%) Windows Server 2016
10 2 (0.64%) Mac OS X
10 2 (0.64%) Windows 10
11 1 (0.32%) Amazon Linux
11 1 (0.32%) VMS
11 1 (0.32%) Windows 7
Processes & Methodologies
1 148 (47.13%) Software Engineering
2 133 (42.36%) Agile Software Development
3 120 (38.22%) Full Stack Development
4 83 (26.43%) Microservices
5 74 (23.57%) Asset Management
6 73 (23.25%) DevOps
6 73 (23.25%) Investment Management
7 68 (21.66%) TDD
8 48 (15.29%) Infrastructure as Code
9 44 (14.01%) BDD
10 43 (13.69%) API Development
11 39 (12.42%) Test Automation
12 33 (10.51%) E-Commerce
13 32 (10.19%) SIEM
14 25 (7.96%) Configuration Management
15 21 (6.69%) Data Engineering
16 20 (6.37%) Scrum
17 19 (6.05%) Kanban
17 19 (6.05%) Site Reliability Engineering
18 18 (5.73%) Data Privacy
Programming Languages
1 145 (46.18%) JavaScript
2 107 (34.08%) TypeScript
3 101 (32.17%) Python
4 44 (14.01%) SQL
5 42 (13.38%) Java
6 21 (6.69%) Go
7 20 (6.37%) Bash Shell
7 20 (6.37%) C#
8 18 (5.73%) PHP
9 15 (4.78%) PowerShell
10 7 (2.23%) Kotlin
10 7 (2.23%) Ruby
11 6 (1.91%) ES6
11 6 (1.91%) ES7
11 6 (1.91%) Shell Script
12 4 (1.27%) PHP 7
13 3 (0.96%) PL/SQL
14 2 (0.64%) C++
14 2 (0.64%) Perl
14 2 (0.64%) Scala
Qualifications
1 33 (10.51%) Degree
2 22 (7.01%) Security Cleared
3 19 (6.05%) SC Cleared
4 12 (3.82%) AWS Certification
5 4 (1.27%) Microsoft Certification
6 3 (0.96%) MCSE
7 2 (0.64%) MCSA
8 1 (0.32%) CCNA
8 1 (0.32%) CCNP
8 1 (0.32%) Cisco Certification
8 1 (0.32%) Computer Science Degree
8 1 (0.32%) ISTQB
8 1 (0.32%) ISTQB Foundation Certification
8 1 (0.32%) ITIL Foundation Certificate
8 1 (0.32%) MCITP
8 1 (0.32%) VCAP
8 1 (0.32%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 11 (3.50%) QA
2 3 (0.96%) Sarbanes-Oxley
3 2 (0.64%) Data Quality
4 1 (0.32%) PMBOK
System Software
1 179 (57.01%) Docker
2 17 (5.41%) Active Directory
3 6 (1.91%) VMware Infrastructure
4 5 (1.59%) Hyper-V
4 5 (1.59%) Virtual Desktop
5 4 (1.27%) Virtual Machines
6 3 (0.96%) Oracle RAC
7 1 (0.32%) HDFS
7 1 (0.32%) Postfix
7 1 (0.32%) Terminal Services
7 1 (0.32%) XenApp
7 1 (0.32%) XenDesktop
Systems Management
1 157 (50.00%) Terraform
2 107 (34.08%) Kubernetes
3 19 (6.05%) Grafana
4 15 (4.78%) Ansible
5 8 (2.55%) Puppet
6 7 (2.23%) Opscode Chef
6 7 (2.23%) Prometheus
7 5 (1.59%) Active Directory Federation Services
7 5 (1.59%) Pingdom
8 3 (0.96%) Data Guard
8 3 (0.96%) Oracle Enterprise Manager
8 3 (0.96%) Oracle RMAN
9 2 (0.64%) Microsoft Intune
9 2 (0.64%) Nagios
10 1 (0.32%) linkerd
10 1 (0.32%) Scalr
10 1 (0.32%) Single Sign-On
Vendors
1 29 (9.24%) Microsoft
2 22 (7.01%) Oracle
3 18 (5.73%) New Relic
4 16 (5.10%) Google
5 14 (4.46%) Netlify
6 9 (2.87%) Atlassian
7 8 (2.55%) VMware
8 5 (1.59%) Cisco
8 5 (1.59%) PagerDuty
8 5 (1.59%) Zend
9 4 (1.27%) Citrix
9 4 (1.27%) SaltStack
10 2 (0.64%) Dell
10 2 (0.64%) FNZ
10 2 (0.64%) Informatica
10 2 (0.64%) SolarWinds
10 2 (0.64%) Talend
10 2 (0.64%) Veeam
11 1 (0.32%) HubSpot
11 1 (0.32%) ServiceNow