Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

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 3 July 2022 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > Work from Home
6 months to
3 Jul 2022		 Same period 2021 Same period 2020
Rank 306 236 223
Rank change year-on-year -70 -13 +13
Permanent jobs citing Amazon RDS 891 533 84
As % of all permanent jobs with a WFH option 1.12% 1.42% 0.94%
As % of the Database & Business Intelligence category 3.76% 4.60% 3.23%
Number of salaries quoted 346 380 61
10th Percentile £42,500 £34,875 -
25th Percentile £52,500 £46,250 £42,500
Median annual salary (50th Percentile) £70,000 £73,750 £65,000
Median % change year-on-year -5.08% +13.46% -18.75%
75th Percentile £85,000 £92,500 £73,750
90th Percentile £95,625 £126,250 £82,500
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -3.70%

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 23,696 11,577 2,598
As % of all permanent jobs with a WFH option 29.89% 30.80% 28.98%
Number of salaries quoted 11,290 8,754 2,213
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +8.91%

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 3 July 2022.

Amazon RDS salary histogram for jobs with a WFH option

For the 6 months to 3 July 2022, Amazon RDS job roles required the following 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.

1 854 (95.85%) AWS
2 489 (54.88%) Amazon EC2
3 487 (54.66%) Amazon S3
4 454 (50.95%) Serverless
5 436 (48.93%) AWS Lambda
6 424 (47.59%) Docker
7 414 (46.46%) DevOps
8 352 (39.51%) Python
9 342 (38.38%) Software Engineering
10 340 (38.16%) Terraform
11 292 (32.77%) CI/CD
12 283 (31.76%) PostgreSQL
13 281 (31.54%) Amazon SQS
14 273 (30.64%) Agile
15 268 (30.08%) React
16 263 (29.52%) JavaScript
17 259 (29.07%) DynamoDB
18 254 (28.51%) Git (software)
19 252 (28.28%) Microservices
20 245 (27.50%) MySQL
21 242 (27.16%) Kubernetes
22 231 (25.93%) Amazon ECS
23 215 (24.13%) Java
24 212 (23.79%) Node.js
25 204 (22.90%) Linux
26 202 (22.67%) SQL
27 201 (22.56%) Infrastructure as Code
28 196 (22.00%) TypeScript
29 195 (21.89%) Finance
30 185 (20.76%) GitHub

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 43 (4.83%) Cloud Foundry
2 27 (3.03%) Apache
3 24 (2.69%) Apache Spark
3 24 (2.69%) Confluence
4 21 (2.36%) nginx
4 21 (2.36%) Tomcat
5 17 (1.91%) CMS
5 17 (1.91%) Jupyter
6 14 (1.57%) Apache Airflow
7 11 (1.23%) SharePoint
8 10 (1.12%) Luigi
9 8 (0.90%) MS Exchange
10 7 (0.79%) SAS
11 4 (0.45%) IIS
12 3 (0.34%) Ethereum
12 3 (0.34%) WordPress
13 2 (0.22%) Apache Solr
13 2 (0.22%) Strapi
13 2 (0.22%) WebSphere
14 1 (0.11%) Traefik
Applications
1 8 (0.90%) Microsoft Excel
1 8 (0.90%) Microsoft PowerPoint
1 8 (0.90%) MS Visio
2 3 (0.34%) Microsoft Office
Business Applications
1 4 (0.45%) Shopify
2 2 (0.22%) Magento
3 1 (0.11%) Cloudability
3 1 (0.11%) Dynamics CRM
Cloud Services
1 854 (95.85%) AWS
2 489 (54.88%) Amazon EC2
3 487 (54.66%) Amazon S3
4 454 (50.95%) Serverless
5 436 (48.93%) AWS Lambda
6 281 (31.54%) Amazon SQS
7 231 (25.93%) Amazon ECS
8 185 (20.76%) GitHub
9 182 (20.43%) AWS CloudFormation
10 166 (18.63%) SaaS
11 164 (18.41%) AWS Fargate
12 162 (18.18%) GCP
13 139 (15.60%) CloudFront
14 138 (15.49%) Amazon EKS
15 136 (15.26%) Azure
16 131 (14.70%) Virtual Private Cloud
17 122 (13.69%) Amazon CloudWatch
18 102 (11.45%) Route 53
19 85 (9.54%) Cloudflare
20 80 (8.98%) IaaS
Communications & Networking
1 111 (12.46%) DNS
2 74 (8.31%) Firewall
3 40 (4.49%) HTTP
4 33 (3.70%) DHCP
4 33 (3.70%) VPN
5 31 (3.48%) TCP/IP
6 23 (2.58%) DSL
6 23 (2.58%) SSL
7 20 (2.24%) DKIM
7 20 (2.24%) DMARC
8 16 (1.80%) Network Security
8 16 (1.80%) VLAN
9 14 (1.57%) SAN
10 12 (1.35%) Remote Desktop
11 11 (1.23%) Fibre Channel
12 10 (1.12%) Internet
13 9 (1.01%) HTTPS
13 9 (1.01%) SMTP
13 9 (1.01%) WLAN
14 8 (0.90%) LAN
Database & Business Intelligence
1 283 (31.76%) PostgreSQL
2 259 (29.07%) DynamoDB
3 245 (27.50%) MySQL
4 133 (14.93%) Elasticsearch
5 117 (13.13%) Redis
6 106 (11.90%) Amazon Redshift
7 98 (11.00%) Relational Database
8 92 (10.33%) BigQuery
9 73 (8.19%) NoSQL
10 59 (6.62%) Data Warehouse
10 59 (6.62%) MongoDB
11 41 (4.60%) Amazon Aurora
11 41 (4.60%) SQL Server
12 35 (3.93%) Electronic Patient Records
13 32 (3.59%) Data Lake
14 27 (3.03%) Amazon Athena
15 25 (2.81%) Big Data
16 19 (2.13%) Hadoop
17 16 (1.80%) Power BI
18 14 (1.57%) Tableau
Development Applications
1 254 (28.51%) Git (software)
2 182 (20.43%) Jenkins
3 91 (10.21%) JIRA
4 68 (7.63%) Cypress.io
5 66 (7.41%) GitLab
6 40 (4.49%) CircleCI
7 37 (4.15%) Bitbucket
8 30 (3.37%) Travis CI
9 28 (3.14%) Artifactory
10 26 (2.92%) Atlassian Bamboo
11 24 (2.69%) Babel
11 24 (2.69%) Spinnaker
12 19 (2.13%) webpack
13 16 (1.80%) Grunt
14 10 (1.12%) Maven
15 9 (1.01%) Gradle
15 9 (1.01%) Selenium
15 9 (1.01%) Subversion
16 7 (0.79%) PyCharm
16 7 (0.79%) RSpec
General
1 195 (21.89%) Finance
2 140 (15.71%) Social Skills
3 83 (9.32%) Marketing
4 77 (8.64%) Retail
5 69 (7.74%) Legal
6 59 (6.62%) Inclusion and Diversity
7 57 (6.40%) Games
8 53 (5.95%) Public Sector
9 51 (5.72%) Analytical Skills
10 47 (5.27%) Presentation Skills
11 35 (3.93%) Advertising
12 27 (3.03%) Organisational Skills
13 25 (2.81%) Local Government
14 23 (2.58%) Law
15 21 (2.36%) Influencing Skills
16 14 (1.57%) Banking
17 10 (1.12%) Automotive
17 10 (1.12%) Financial Institution
17 10 (1.12%) Publishing
18 8 (0.90%) Front Office
Job Titles
1 267 (29.97%) DevOps Engineer
2 144 (16.16%) Developer
2 144 (16.16%) Software Engineer
3 103 (11.56%) Senior Software Engineer
4 80 (8.98%) Site Reliability Engineer
5 71 (7.97%) Senior Developer
6 69 (7.74%) Site Engineer
7 68 (7.63%) Cloud Engineer
8 60 (6.73%) Senior DevOps
8 60 (6.73%) Senior DevOps Engineer
9 47 (5.27%) Architect
9 47 (5.27%) AWS Engineer
10 38 (4.26%) Data Engineer
10 38 (4.26%) Infrastructure Engineer
11 36 (4.04%) Full Stack Developer
12 34 (3.82%) Senior Cloud Engineer
13 33 (3.70%) AWS DevOps
13 33 (3.70%) AWS DevOps Engineer
14 29 (3.25%) Backend Developer
15 28 (3.14%) Java Developer
Libraries, Frameworks & Software Standards
1 268 (30.08%) React
2 212 (23.79%) Node.js
3 103 (11.56%) .NET
4 101 (11.34%) AngularJS
5 97 (10.89%) Ruby on Rails
6 96 (10.77%) CSS
7 95 (10.66%) GraphQL
8 93 (10.44%) REST
9 70 (7.86%) Jest
10 67 (7.52%) Elastic Stack
11 65 (7.30%) Redux
12 62 (6.96%) Spring
13 53 (5.95%) Kafka
14 52 (5.84%) Vue.js
15 48 (5.39%) RESTful
16 47 (5.27%) HTML
17 46 (5.16%) WebSockets
18 44 (4.94%) Spring Boot
19 41 (4.60%) Next.js
20 39 (4.38%) Sass
Miscellaneous
1 80 (8.98%) Self-Motivation
2 78 (8.75%) Cloud Native
3 70 (7.86%) User Experience
4 55 (6.17%) Virtual Team
5 53 (5.95%) Blog
6 43 (4.83%) Legacy Systems
7 41 (4.60%) Hackathon
8 39 (4.38%) Linux Command Line
9 33 (3.70%) Mobile App
10 27 (3.03%) Data Structures
10 27 (3.03%) Private Cloud
11 23 (2.58%) Blockchain
12 22 (2.47%) Data Centre
13 21 (2.36%) Marketing Technology
13 21 (2.36%) Social Media
14 20 (2.24%) IoT
15 17 (1.91%) Algorithms
16 15 (1.68%) Management Information System
17 14 (1.57%) Data Protection Act
18 13 (1.46%) Cyberattack
Operating Systems
1 204 (22.90%) Linux
2 163 (18.29%) Windows
3 66 (7.41%) Windows Server
4 48 (5.39%) Unix
5 34 (3.82%) Android
6 33 (3.70%) Ubuntu
7 31 (3.48%) Apple iOS
8 23 (2.58%) Mac OS
9 20 (2.24%) Windows Server 2016
10 18 (2.02%) Windows Server 2012
11 13 (1.46%) Windows Server 2019
12 8 (0.90%) Amazon Linux
12 8 (0.90%) CentOS
13 7 (0.79%) Red Hat Enterprise Linux
14 6 (0.67%) Windows 10
15 5 (0.56%) Solaris
16 4 (0.45%) OpenWrt
16 4 (0.45%) Windows Server 2008
17 3 (0.34%) Debian
18 2 (0.22%) DC/OS
Processes & Methodologies
1 414 (46.46%) DevOps
2 342 (38.38%) Software Engineering
3 292 (32.77%) CI/CD
4 273 (30.64%) Agile
5 252 (28.28%) Microservices
6 201 (22.56%) Infrastructure as Code
7 138 (15.49%) Scrum
8 135 (15.15%) Analytics
9 131 (14.70%) Full Stack Development
10 129 (14.48%) Site Reliability Engineering
11 121 (13.58%) TDD
12 118 (13.24%) Mentoring
13 114 (12.79%) Collaborative Working
14 111 (12.46%) Data Science
15 102 (11.45%) Open Source
16 101 (11.34%) Coaching
17 97 (10.89%) Test Automation
18 95 (10.66%) Machine Learning
19 94 (10.55%) Problem-Solving
20 89 (9.99%) Continuous Integration
Programming Languages
1 352 (39.51%) Python
2 263 (29.52%) JavaScript
3 215 (24.13%) Java
4 202 (22.67%) SQL
5 196 (22.00%) TypeScript
6 140 (15.71%) Go
7 131 (14.70%) Ruby
8 115 (12.91%) Bash
9 105 (11.78%) PHP
10 44 (4.94%) C#
11 34 (3.82%) PowerShell
12 32 (3.59%) Shell Script
13 31 (3.48%) ES6
14 29 (3.25%) Kotlin
14 29 (3.25%) Scala
15 24 (2.69%) Groovy
16 15 (1.68%) R
17 8 (0.90%) VB
18 6 (0.67%) C++
18 6 (0.67%) Rust
Qualifications
1 88 (9.88%) Degree
2 40 (4.49%) Numerate Degree
3 38 (4.26%) Computer Science Degree
4 34 (3.82%) Security Cleared
5 28 (3.14%) SC Cleared
6 15 (1.68%) CTC Cleared
7 13 (1.46%) ITIL Certification
7 13 (1.46%) Microsoft Certification
8 12 (1.35%) AWS Certification
9 10 (1.12%) CCNA
9 10 (1.12%) CCNP
9 10 (1.12%) Cisco Certification
9 10 (1.12%) MCSE
10 9 (1.01%) BPSS Clearance
11 7 (0.79%) MCITP
12 5 (0.56%) DBS Check
13 4 (0.45%) Citrix Certification
13 4 (0.45%) ITIL Foundation Certificate
13 4 (0.45%) MCSA
13 4 (0.45%) PhD
Quality Assurance & Compliance
1 93 (10.44%) QA
2 31 (3.48%) SLA
3 15 (1.68%) GDPR
4 14 (1.57%) Data Quality
5 13 (1.46%) GxP
6 9 (1.01%) ISO/IEC 27001
7 6 (0.67%) PCI DSS
8 5 (0.56%) Accessibility
8 5 (0.56%) FedRAMP
9 1 (0.11%) CDISC
9 1 (0.11%) Cyber Essentials
9 1 (0.11%) HL7
9 1 (0.11%) SOC 1
9 1 (0.11%) SOC 2
System Software
1 424 (47.59%) Docker
2 48 (5.39%) Active Directory
3 30 (3.37%) VMware Infrastructure
4 21 (2.36%) Hyper-V
5 9 (1.01%) Virtual Desktop
5 9 (1.01%) vSphere
6 8 (0.90%) Varnish
6 8 (0.90%) VMware ESXi
7 7 (0.79%) DFS Replication
7 7 (0.79%) Virtual Machines
8 6 (0.67%) Citrix Hypervisor
9 5 (0.56%) Veritas Volume Manager
9 5 (0.56%) XenApp
9 5 (0.56%) XenDesktop
10 4 (0.45%) Terminal Services
11 3 (0.34%) Apache ZooKeeper
12 2 (0.22%) VirtualBox
13 1 (0.11%) HDFS
13 1 (0.11%) NFS
13 1 (0.11%) OpenDJ
Systems Management
1 340 (38.16%) Terraform
2 242 (27.16%) Kubernetes
3 159 (17.85%) Grafana
4 99 (11.11%) Ansible
5 45 (5.05%) Kibana
6 44 (4.94%) Prometheus
7 35 (3.93%) Opscode Chef
8 29 (3.25%) Packer
9 27 (3.03%) Consul
10 24 (2.69%) Graphite
11 23 (2.58%) StatsD
12 20 (2.24%) Puppet
13 13 (1.46%) Bugsnag
13 13 (1.46%) Istio
13 13 (1.46%) Sysdig
14 10 (1.12%) Microsoft Intune
14 10 (1.12%) SCOM
15 9 (1.01%) Nagios
16 8 (0.90%) Rancher
17 7 (0.79%) Single Sign-On
Vendors
1 114 (12.79%) Google
2 74 (8.31%) Microsoft
3 72 (8.08%) New Relic
4 51 (5.72%) Apple
5 33 (3.70%) PagerDuty
5 33 (3.70%) VMware
6 26 (2.92%) Oracle
7 25 (2.81%) Citrix
8 21 (2.36%) Atlassian
8 21 (2.36%) Datto
9 17 (1.91%) Cisco
10 16 (1.80%) Red Hat
11 14 (1.57%) Databricks
12 10 (1.12%) FNZ
12 10 (1.12%) Salesforce.com
13 9 (1.01%) SendGrid
13 9 (1.01%) Stackify
14 8 (0.90%) Barracuda Networks
14 8 (0.90%) NETGEAR
14 8 (0.90%) SolarWinds