Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 11 April 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 11 April 2021 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > England
6 months to
11 Apr 2021		 Same period 2020 Same period 2019
Rank 368 422 501
Rank change year-on-year +54 +79 +181
Permanent jobs citing Amazon RDS 576 693 765
As % of all permanent jobs advertised in England 0.78% 0.66% 0.55%
As % of the Database & Business Intelligence category 2.93% 2.46% 1.96%
Number of salaries quoted 446 576 585
10th Percentile £31,250 £42,500 £41,250
25th Percentile £43,750 £50,235 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
75th Percentile £85,000 £81,250 £80,000
90th Percentile £95,000 £95,000 £95,000
UK median annual salary £65,000 £65,000 £65,000

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 19,660 28,183 39,069
As % of all permanent IT jobs advertised in England 26.63% 26.90% 28.32%
Number of salaries quoted 16,079 23,424 32,661
10th Percentile £33,750 £32,500 £31,250
25th Percentile £42,500 £40,000 £38,750
Median annual salary (50th Percentile) £55,000 £53,931 £52,500
Median % change year-on-year +1.98% +2.73% +5.00%
75th Percentile £75,000 £72,500 £71,250
90th Percentile £88,750 £90,000 £86,250
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +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 11 April 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 11 April 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 +40 325 £77,500 +3.33% 56
North of England +26 80 £45,000 -21.74% 16
South West +33 64 £39,500 -24.76% 9
South East +76 50 £62,500 +28.21% 10
Midlands +10 42 £32,500 -35.00% 15
North West +32 37 £50,000 -13.04% 10
Yorkshire +5 34 £43,500 -24.35% 4
West Midlands -2 22 £52,500 +5.00% 13
East Midlands +27 16 £25,000 -29.58% 2
North East +20 9 £45,000 -32.55% 2
East of England +58 7 £65,000 -3.70% 4
Amazon RDS
UK

For the 6 months to 11 April 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.

1 501 (86.98%) AWS
2 318 (55.21%) Amazon EC2
3 274 (47.57%) Amazon S3
4 219 (38.02%) Python
5 216 (37.50%) Serverless
6 214 (37.15%) Agile Software Development
7 213 (36.98%) DevOps
8 207 (35.94%) AWS Lambda
9 180 (31.25%) SQL
10 168 (29.17%) Docker
11 159 (27.60%) Terraform
12 154 (26.74%) Linux
13 152 (26.39%) Azure
14 129 (22.40%) Kubernetes
15 121 (21.01%) JavaScript
16 119 (20.66%) Software Engineering
17 118 (20.49%) Amazon DynamoDB
18 115 (19.97%) Amazon SQS
18 115 (19.97%) PostgreSQL
19 110 (19.10%) Finance
19 110 (19.10%) Microsoft
20 107 (18.58%) Java
21 105 (18.23%) Amazon ECS
22 100 (17.36%) Node.js
23 98 (17.01%) Windows
24 97 (16.84%) Virtual Private Cloud
25 96 (16.67%) AWS CloudFormation
26 94 (16.32%) Amazon CloudWatch
27 91 (15.80%) React
28 90 (15.63%) Active Directory

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 39 (6.77%) Elasticsearch
2 26 (4.51%) Apache Spark
3 23 (3.99%) SharePoint
4 22 (3.82%) Apache
4 22 (3.82%) Apache Airflow
5 17 (2.95%) Confluence
5 17 (2.95%) MS Exchange
6 16 (2.78%) nginx
7 15 (2.60%) IIS
8 14 (2.43%) Tomcat
9 11 (1.91%) Cloud Foundry
9 11 (1.91%) Luigi
10 9 (1.56%) CMS
10 9 (1.56%) WordPress
11 6 (1.04%) Apache Solr
12 3 (0.52%) Moodle
12 3 (0.52%) Skype for Business
13 1 (0.17%) Exchange Server 2003
13 1 (0.17%) Exchange Server 2010
13 1 (0.17%) WebSphere
Applications
1 29 (5.03%) Microsoft Office
2 8 (1.39%) Microsoft Excel
3 3 (0.52%) Microsoft PowerPoint
4 2 (0.35%) Chatbot
4 2 (0.35%) MS Visio
5 1 (0.17%) Weka
Business Applications
1 9 (1.56%) Shopify
2 8 (1.39%) Magento
3 2 (0.35%) Tradar
4 1 (0.17%) Oracle EBS
Cloud Services
1 501 (86.98%) AWS
2 318 (55.21%) Amazon EC2
3 274 (47.57%) Amazon S3
4 216 (37.50%) Serverless
5 207 (35.94%) AWS Lambda
6 152 (26.39%) Azure
7 115 (19.97%) Amazon SQS
8 105 (18.23%) Amazon ECS
9 97 (16.84%) Virtual Private Cloud
10 96 (16.67%) AWS CloudFormation
11 94 (16.32%) Amazon CloudWatch
12 78 (13.54%) Amazon ELB
13 73 (12.67%) Microsoft 365
14 72 (12.50%) Route 53
15 67 (11.63%) CloudFront
16 58 (10.07%) Amazon EKS
17 56 (9.72%) SaaS
18 44 (7.64%) GCP
19 38 (6.60%) Amazon ElastiCache
20 34 (5.90%) GitHub
Communications & Networking
1 64 (11.11%) DNS
2 47 (8.16%) Firewall
3 32 (5.56%) DHCP
3 32 (5.56%) VPN
4 27 (4.69%) TCP/IP
5 26 (4.51%) VLAN
6 18 (3.13%) SAN
7 17 (2.95%) SSH
8 15 (2.60%) HTTP
9 12 (2.08%) Wireless
10 11 (1.91%) VoIP
11 10 (1.74%) Cisco IOS
11 10 (1.74%) FTP
11 10 (1.74%) NetScaler
11 10 (1.74%) OpenVPN
12 9 (1.56%) NAS
13 8 (1.39%) Skype
13 8 (1.39%) SMTP
14 7 (1.22%) Remote Desktop
14 7 (1.22%) WAN
Database & Business Intelligence
1 118 (20.49%) Amazon DynamoDB
2 115 (19.97%) PostgreSQL
3 74 (12.85%) MySQL
4 63 (10.94%) Amazon Redshift
4 63 (10.94%) Data Warehouse
5 56 (9.72%) SQL Server
6 54 (9.38%) NoSQL
7 40 (6.94%) Relational Database
8 36 (6.25%) MongoDB
9 25 (4.34%) Big Data
10 24 (4.17%) Redis
11 23 (3.99%) Data Lake
12 22 (3.82%) Hadoop
13 21 (3.65%) Amazon Aurora
13 21 (3.65%) BigQuery
13 21 (3.65%) Power BI
14 18 (3.13%) Apache Cassandra
15 15 (2.60%) Snowflake Schema
16 14 (2.43%) Amazon Athena
16 14 (2.43%) Tableau
Development Applications
1 89 (15.45%) Git (software)
2 77 (13.37%) Jenkins
3 34 (5.90%) GitLab
4 29 (5.03%) Bitbucket
5 28 (4.86%) JIRA
6 19 (3.30%) Visual Studio
7 15 (2.60%) Atlassian Bamboo
8 12 (2.08%) SonarQube
9 11 (1.91%) ReSharper
10 10 (1.74%) Maven
10 10 (1.74%) Mockito
10 10 (1.74%) PHPUnit
10 10 (1.74%) Vagrant
11 9 (1.56%) git-flow
12 8 (1.39%) CircleCI
12 8 (1.39%) TeamCity
13 7 (1.22%) JUnit
13 7 (1.22%) Selenium
14 6 (1.04%) Subversion
14 6 (1.04%) Xcode
General
1 110 (19.10%) Finance
2 42 (7.29%) Marketing
3 24 (4.17%) Front Office
4 20 (3.47%) Law
5 17 (2.95%) Public Sector
6 13 (2.26%) Advertising
6 13 (2.26%) Games
7 12 (2.08%) Banking
7 12 (2.08%) Legal
7 12 (2.08%) Retail
8 11 (1.91%) Back Office
8 11 (1.91%) Local Government
9 8 (1.39%) Automotive
9 8 (1.39%) Financial Institution
10 4 (0.69%) Billing
10 4 (0.69%) Investment Banking
10 4 (0.69%) Publishing
11 1 (0.17%) General Ledger
11 1 (0.17%) Pharmaceutical
11 1 (0.17%) Retail Banking
Job Titles
1 134 (23.26%) Developer
2 87 (15.10%) DevOps Engineer
3 61 (10.59%) Data Engineer
4 56 (9.72%) Architect
5 49 (8.51%) AWS Engineer
6 39 (6.77%) Senior Developer
6 39 (6.77%) Software Engineer
7 34 (5.90%) AWS DevOps
8 33 (5.73%) Cloud Engineer
9 32 (5.56%) Full Stack Developer
10 31 (5.38%) AWS Developer
11 29 (5.03%) Infrastructure Engineer
12 28 (4.86%) AWS DevOps Engineer
12 28 (4.86%) React Developer
13 26 (4.51%) Infrastructure Architect
14 24 (4.17%) AWS Architect
15 23 (3.99%) Support Engineer
16 21 (3.65%) Analyst
16 21 (3.65%) Senior DevOps
16 21 (3.65%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 100 (17.36%) Node.js
2 91 (15.80%) React
3 60 (10.42%) AngularJS
4 56 (9.72%) Web Services
5 55 (9.55%) CSS
5 55 (9.55%) REST
6 48 (8.33%) HTML
7 35 (6.08%) .NET
7 35 (6.08%) Kafka
8 27 (4.69%) RESTful
9 24 (4.17%) Lambda Expressions
10 23 (3.99%) React Native
11 22 (3.82%) HTML5
12 21 (3.65%) Elastic Stack
13 20 (3.47%) .NET Core
13 20 (3.47%) OAuth
13 20 (3.47%) Vue.js
14 19 (3.30%) GraphQL
14 19 (3.30%) Sass
15 18 (3.13%) Ruby on Rails
Miscellaneous
1 31 (5.38%) Analytical Skills
2 18 (3.13%) Mobile App
3 15 (2.60%) Self-Motivation
4 14 (2.43%) Data Centre
4 14 (2.43%) User Experience
5 13 (2.26%) Public Cloud
6 12 (2.08%) Data Structures
6 12 (2.08%) Linux Command Line
7 11 (1.91%) Blog
7 11 (1.91%) Greenfield Project
8 9 (1.56%) Life Science
8 9 (1.56%) PKI
9 8 (1.39%) Management Information System
9 8 (1.39%) Replication
9 8 (1.39%) Video Conferencing
10 7 (1.22%) Enterprise Software
10 7 (1.22%) Fat Client
10 7 (1.22%) Thin Client
11 6 (1.04%) Algorithms
12 5 (0.87%) Enterprise Cloud
Operating Systems
1 154 (26.74%) Linux
2 98 (17.01%) Windows
3 52 (9.03%) Windows Server
4 31 (5.38%) Android
5 20 (3.47%) Unix
5 20 (3.47%) Windows Server 2012
5 20 (3.47%) Windows Server 2016
6 19 (3.30%) Apple iOS
6 19 (3.30%) Windows 10
7 18 (3.13%) CentOS
8 17 (2.95%) Ubuntu
9 13 (2.26%) Red Hat Enterprise Linux
10 10 (1.74%) VMS
10 10 (1.74%) Windows Server 2019
11 8 (1.39%) Debian
12 7 (1.22%) Mac OS X
13 6 (1.04%) Mac OS
13 6 (1.04%) Windows Server 2008
14 5 (0.87%) Kali Linux
15 3 (0.52%) Windows 7
Processes & Methodologies
1 214 (37.15%) Agile Software Development
2 213 (36.98%) DevOps
3 119 (20.66%) Software Engineering
4 77 (13.37%) Microservices
5 75 (13.02%) TDD
6 70 (12.15%) Infrastructure as Code
7 69 (11.98%) Problem-Solving
8 50 (8.68%) Scrum
9 46 (7.99%) High Availability
10 45 (7.81%) Business Intelligence
11 44 (7.64%) Configuration Management
11 44 (7.64%) Data Science
12 43 (7.47%) Migration
13 41 (7.12%) Analytics
13 41 (7.12%) OO
14 39 (6.77%) Computer Science
14 39 (6.77%) Fintech
15 38 (6.60%) ETL
16 33 (5.73%) Workflow
17 32 (5.56%) Continuous Integration
Programming Languages
1 219 (38.02%) Python
2 180 (31.25%) SQL
3 121 (21.01%) JavaScript
4 107 (18.58%) Java
5 75 (13.02%) PHP
6 70 (12.15%) TypeScript
7 61 (10.59%) PowerShell
8 60 (10.42%) C#
9 49 (8.51%) Bash Shell
10 34 (5.90%) Ruby
11 32 (5.56%) Scala
12 29 (5.03%) ES6
13 26 (4.51%) Go
14 24 (4.17%) Shell Script
15 10 (1.74%) C++
16 8 (1.39%) Java 8
17 6 (1.04%) Apple Swift
17 6 (1.04%) Kotlin
18 5 (0.87%) Clojure
18 5 (0.87%) R
Qualifications
1 49 (8.51%) Degree
2 35 (6.08%) Computer Science Degree
3 24 (4.17%) AWS Certification
4 18 (3.13%) Security Cleared
5 15 (2.60%) SC Cleared
6 12 (2.08%) Cisco Certification
7 9 (1.56%) CCNA
7 9 (1.56%) CCNP
7 9 (1.56%) Microsoft Certification
8 8 (1.39%) MCSE
9 6 (1.04%) ITIL Foundation Certificate
10 4 (0.69%) Numerate Degree
11 3 (0.52%) CISSP
11 3 (0.52%) DBS Check
11 3 (0.52%) VCP5
11 3 (0.52%) VCP6
11 3 (0.52%) VMware Certified Professional (VCP)
12 2 (0.35%) CCIE
12 2 (0.35%) CCIE Routing and Switching
12 2 (0.35%) MCP
Quality Assurance & Compliance
1 27 (4.69%) QA
2 24 (4.17%) SLA
3 9 (1.56%) ISO/IEC 27001
4 6 (1.04%) OpenSCAP
5 3 (0.52%) Data Quality
5 3 (0.52%) GDPR
6 1 (0.17%) Cyber Essentials
6 1 (0.17%) Cyber Essentials PLUS
6 1 (0.17%) ISO 13485
6 1 (0.17%) ISO 22301
6 1 (0.17%) NIST
System Software
1 168 (29.17%) Docker
2 90 (15.63%) Active Directory
3 50 (8.68%) VMware Infrastructure
4 32 (5.56%) Hyper-V
5 14 (2.43%) XenApp
5 14 (2.43%) XenDesktop
6 12 (2.08%) Virtual Machines
7 11 (1.91%) vSphere
8 9 (1.56%) VMware ESXi
9 7 (1.22%) DFS Replication
10 6 (1.04%) BitLocker
11 4 (0.69%) Postfix
12 3 (0.52%) Xen
13 2 (0.35%) etcd
13 2 (0.35%) Oracle RAC
14 1 (0.17%) Lustre
14 1 (0.17%) pfSense
14 1 (0.17%) Shibboleth
14 1 (0.17%) Terminal Server
14 1 (0.17%) Varnish
Systems Management
1 159 (27.60%) Terraform
2 129 (22.40%) Kubernetes
3 47 (8.16%) Ansible
4 28 (4.86%) SCCM
5 27 (4.69%) Puppet
6 23 (3.99%) Opscode Chef
6 23 (3.99%) SCOM
7 22 (3.82%) Microsoft Intune
8 20 (3.47%) Prometheus
9 14 (2.43%) logstash
9 14 (2.43%) Nagios
10 13 (2.26%) Grafana
11 11 (1.91%) Failover Clustering
11 11 (1.91%) Packer
12 10 (1.74%) Graylog
12 10 (1.74%) Opsgenie
13 8 (1.39%) SCVMM
14 7 (1.22%) Single Sign-On
15 6 (1.04%) Jamf Pro
15 6 (1.04%) SCOrch
Vendors
1 110 (19.10%) Microsoft
2 63 (10.94%) VMware
3 50 (8.68%) Citrix
4 30 (5.21%) Oracle
5 28 (4.86%) Cisco
6 26 (4.51%) Veeam
7 23 (3.99%) Dell
8 22 (3.82%) Google
8 22 (3.82%) SolarWinds
9 19 (3.30%) SonicWALL
10 17 (2.95%) HP
11 13 (2.26%) Apple
12 11 (1.91%) Draytek
13 9 (1.56%) CommVault
13 9 (1.56%) EMC
14 8 (1.39%) WooCommerce
15 7 (1.22%) Barracuda Networks
15 7 (1.22%) F5
15 7 (1.22%) IBM
16 6 (1.04%) Atlassian