Period
to 17 January 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 17 January 2021 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > England
6 months to
17 Jan 2021
Same period 2020 Same period 2019
Rank 394 409 515
Rank change year-on-year +15 +106 +185
Permanent jobs citing Amazon RDS 387 849 775
As % of all permanent jobs advertised in England 0.69% 0.73% 0.55%
As % of the Database & Business Intelligence category 2.51% 2.69% 1.92%
Number of salaries quoted 351 754 648
Median annual salary £62,500 £70,000 £65,000
Median salary % change year-on-year -10.71% +7.69% +18.18%
10th Percentile £32,500 £42,500 £41,250
90th Percentile £90,000 £122,500 £92,500
UK median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +18.18%

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 15,395 31,531 40,386
As % of all permanent IT jobs advertised in England 27.58% 27.03% 28.73%
Number of salaries quoted 13,035 26,349 33,774
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £34,000 £32,111 £31,250
90th Percentile £88,750 £90,000 £85,000
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +9.38%

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 17 January 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 17 January 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 -10 235 £70,000 -11.39% 59
North of England +56 52 £43,500 -24.35% 17
Midlands +47 34 £40,000 -23.81% 6
Yorkshire +33 30 £32,500 -46.06% 7
South West +82 29 £37,500 -21.05% 4
West Midlands +35 28 £52,500 - 5
South East +109 22 £62,500 +8.70% 11
North West +53 17 £55,000 0.00% 8
East of England +99 9 £52,500 -22.22% 5
East Midlands +63 6 £32,500 -8.45% 1
North East +25 5 £45,000 -32.55% 2
Amazon RDS
UK

For the 6 months to 17 January 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.

1 326 (84.24%) AWS
2 201 (51.94%) Amazon EC2
3 199 (51.42%) Amazon S3
4 181 (46.77%) Python
5 147 (37.98%) DevOps
6 136 (35.14%) Serverless
7 126 (32.56%) AWS Lambda
8 119 (30.75%) SQL
9 117 (30.23%) Linux
10 115 (29.72%) Agile Software Development
10 115 (29.72%) Azure
11 95 (24.55%) Docker
12 92 (23.77%) Microsoft
13 84 (21.71%) PostgreSQL
13 84 (21.71%) Terraform
14 73 (18.86%) Active Directory
15 72 (18.60%) Windows
16 69 (17.83%) Jenkins
16 69 (17.83%) Amazon DynamoDB
17 68 (17.57%) Amazon CloudWatch
18 63 (16.28%) Virtual Private Cloud
18 63 (16.28%) Kubernetes
19 59 (15.25%) Amazon ELB
19 59 (15.25%) Infrastructure as Code
19 59 (15.25%) Java
19 59 (15.25%) VMware
20 58 (14.99%) Amazon SQS
21 56 (14.47%) PowerShell
22 55 (14.21%) DNS
23 54 (13.95%) Office 365

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 20 (5.17%) Elasticsearch
1 20 (5.17%) SharePoint
2 15 (3.88%) Apache
2 15 (3.88%) IIS
3 12 (3.10%) Apache Spark
3 12 (3.10%) Confluence
4 11 (2.84%) Apache Airflow
4 11 (2.84%) MS Exchange
5 8 (2.07%) Skype for Business
6 7 (1.81%) Moodle
6 7 (1.81%) Tomcat
7 6 (1.55%) Luigi
7 6 (1.55%) nginx
8 5 (1.29%) GeoServer
9 4 (1.03%) Apache Solr
10 2 (0.52%) CMS
11 1 (0.26%) BizTalk Server
11 1 (0.26%) JBoss
11 1 (0.26%) WebLogic
11 1 (0.26%) WordPress
Applications
1 13 (3.36%) Microsoft Office
2 2 (0.52%) Microsoft Excel
2 2 (0.52%) Microsoft PowerPoint
2 2 (0.52%) MS Visio
3 1 (0.26%) Chatbot
3 1 (0.26%) Weka
Business Applications
1 3 (0.78%) Shopify
2 2 (0.52%) Tradar
3 1 (0.26%) BASE24
3 1 (0.26%) Dynamics CRM
3 1 (0.26%) Magento
3 1 (0.26%) Oracle EBS
Cloud Services
1 326 (84.24%) AWS
2 201 (51.94%) Amazon EC2
3 199 (51.42%) Amazon S3
4 136 (35.14%) Serverless
5 126 (32.56%) AWS Lambda
6 115 (29.72%) Azure
7 68 (17.57%) Amazon CloudWatch
8 63 (16.28%) Virtual Private Cloud
9 59 (15.25%) Amazon ELB
10 58 (14.99%) Amazon SQS
11 54 (13.95%) Office 365
11 54 (13.95%) Route 53
12 52 (13.44%) AWS CloudFormation
13 47 (12.14%) Amazon ECS
14 38 (9.82%) Amazon Kinesis
15 35 (9.04%) Amazon EKS
16 31 (8.01%) GCP
17 30 (7.75%) CloudFront
18 28 (7.24%) Amazon ElastiCache
19 25 (6.46%) SaaS
Communications & Networking
1 55 (14.21%) DNS
2 41 (10.59%) Firewall
3 29 (7.49%) DHCP
3 29 (7.49%) VPN
4 21 (5.43%) SAN
5 13 (3.36%) SSH
6 12 (3.10%) NetScaler
6 12 (3.10%) TCP/IP
7 11 (2.84%) FTP
7 11 (2.84%) HTTP
7 11 (2.84%) Wireless
8 10 (2.58%) Skype
8 10 (2.58%) VLAN
9 9 (2.33%) Unified Communications
10 8 (2.07%) NAS
10 8 (2.07%) SMTP
11 7 (1.81%) AMQP
11 7 (1.81%) WAN
12 6 (1.55%) Cisco IOS
12 6 (1.55%) Network Security
Database & Business Intelligence
1 84 (21.71%) PostgreSQL
2 69 (17.83%) Amazon DynamoDB
3 52 (13.44%) Amazon Redshift
4 43 (11.11%) SQL Server
5 39 (10.08%) Data Warehouse
6 34 (8.79%) MongoDB
7 32 (8.27%) MySQL
8 31 (8.01%) NoSQL
9 26 (6.72%) Redis
10 21 (5.43%) Data Lake
10 21 (5.43%) Relational Database
11 18 (4.65%) Amazon Athena
12 17 (4.39%) Tableau
13 16 (4.13%) Power BI
14 15 (3.88%) Snowflake Schema
15 13 (3.36%) Apache Cassandra
15 13 (3.36%) Big Data
15 13 (3.36%) BigQuery
15 13 (3.36%) Hadoop
16 12 (3.10%) Azure SQL Database
Development Applications
1 69 (17.83%) Jenkins
2 53 (13.70%) Git (software)
3 36 (9.30%) JIRA
4 23 (5.94%) GitLab
5 15 (3.88%) Bitbucket
6 13 (3.36%) Maven
7 10 (2.58%) DbUnit
7 10 (2.58%) jMock
7 10 (2.58%) JUnit
7 10 (2.58%) Mockito
7 10 (2.58%) SonarQube
8 9 (2.33%) TeamCity
9 8 (2.07%) CircleCI
9 8 (2.07%) Subversion
10 6 (1.55%) Selenium
11 5 (1.29%) GoCD
11 5 (1.29%) Metasploit
11 5 (1.29%) Vagrant
12 4 (1.03%) git-flow
12 4 (1.03%) PHPUnit
General
1 51 (13.18%) Finance
2 18 (4.65%) Law
3 17 (4.39%) Marketing
4 12 (3.10%) Public Sector
5 9 (2.33%) Banking
6 6 (1.55%) Games
7 5 (1.29%) Retail
8 4 (1.03%) Back Office
9 3 (0.78%) Advertising
9 3 (0.78%) Billing
10 2 (0.52%) Financial Institution
11 1 (0.26%) Automotive
11 1 (0.26%) General Ledger
11 1 (0.26%) Legal
11 1 (0.26%) Pharmaceutical
11 1 (0.26%) Retail Banking
Job Titles
1 69 (17.83%) Developer
2 65 (16.80%) DevOps Engineer
3 40 (10.34%) Architect
4 39 (10.08%) Data Engineer
5 31 (8.01%) Cloud Engineer
6 30 (7.75%) AWS DevOps
7 29 (7.49%) AWS Engineer
8 24 (6.20%) AWS DevOps Engineer
9 23 (5.94%) Infrastructure Architect
10 19 (4.91%) AWS Architect
10 19 (4.91%) Support Engineer
11 18 (4.65%) 3rd Line Support
11 18 (4.65%) Senior Developer
12 17 (4.39%) AWS Infrastructure Architect
12 17 (4.39%) Infrastructure Engineer
12 17 (4.39%) Linux Engineer
13 16 (4.13%) 3rd Line Engineer
13 16 (4.13%) Analyst
13 16 (4.13%) Python Engineer
14 15 (3.88%) Data Architect
Libraries, Frameworks & Software Standards
1 42 (10.85%) HTML
2 38 (9.82%) CSS
3 37 (9.56%) REST
4 35 (9.04%) Web Services
5 33 (8.53%) Node.js
6 25 (6.46%) AngularJS
6 25 (6.46%) Kafka
7 24 (6.20%) RESTful
7 24 (6.20%) Spring
8 23 (5.94%) React
9 20 (5.17%) Lambda Expressions
9 20 (5.17%) SOAP
10 17 (4.39%) PySpark
11 16 (4.13%) HTML5
12 15 (3.88%) PostGIS
13 14 (3.62%) .NET
13 14 (3.62%) ActiveMQ
13 14 (3.62%) Elastic Stack
14 12 (3.10%) Hibernate
15 11 (2.84%) Django
Miscellaneous
1 17 (4.39%) Data Centre
1 17 (4.39%) Public Cloud
1 17 (4.39%) User Experience
2 15 (3.88%) Greenfield Project
3 13 (3.36%) Analytical Skills
4 9 (2.33%) Replication
5 8 (2.07%) Data Structures
5 8 (2.07%) Linux Command Line
5 8 (2.07%) Self-Motivation
5 8 (2.07%) Video Conferencing
6 7 (1.81%) Life Science
6 7 (1.81%) Management Information System
7 6 (1.55%) e-Learning
7 6 (1.55%) Enterprise Cloud
7 6 (1.55%) SCORM
8 5 (1.29%) Cloud Native
8 5 (1.29%) Enterprise Software
8 5 (1.29%) Mobile App
8 5 (1.29%) PKI
9 4 (1.03%) Clustering
Operating Systems
1 117 (30.23%) Linux
2 72 (18.60%) Windows
3 46 (11.89%) Windows Server
4 18 (4.65%) Windows Server 2012
4 18 (4.65%) Windows Server 2016
5 15 (3.88%) CentOS
5 15 (3.88%) Red Hat Enterprise Linux
6 14 (3.62%) Windows 10
7 12 (3.10%) Android
7 12 (3.10%) Unix
8 10 (2.58%) Mac OS X
8 10 (2.58%) Windows Server 2008
9 9 (2.33%) Windows Server 2019
10 8 (2.07%) Windows 7
11 6 (1.55%) Apple iOS
11 6 (1.55%) Windows 8
12 5 (1.29%) Fedora
12 5 (1.29%) Kali Linux
13 4 (1.03%) VMS
13 4 (1.03%) Windows Vista
Processes & Methodologies
1 147 (37.98%) DevOps
2 115 (29.72%) Agile Software Development
3 59 (15.25%) Infrastructure as Code
4 48 (12.40%) Configuration Management
5 47 (12.14%) Microservices
5 47 (12.14%) TDD
6 45 (11.63%) Migration
6 45 (11.63%) Problem-Solving
7 43 (11.11%) ITIL
8 41 (10.59%) Software Engineering
9 38 (9.82%) High Availability
10 36 (9.30%) Continuous Integration
11 34 (8.79%) Business Intelligence
12 33 (8.53%) Fintech
13 31 (8.01%) Scrum
14 30 (7.75%) ETL
15 28 (7.24%) Data Science
16 23 (5.94%) Continuous Delivery
16 23 (5.94%) Data Architecture
17 22 (5.68%) Computer Science
Programming Languages
1 181 (46.77%) Python
2 119 (30.75%) SQL
3 59 (15.25%) Java
4 56 (14.47%) PowerShell
5 51 (13.18%) JavaScript
6 43 (11.11%) PHP
7 31 (8.01%) Bash Shell
8 26 (6.72%) C#
9 25 (6.46%) Ruby
10 20 (5.17%) Go
11 17 (4.39%) Scala
12 11 (2.84%) ES6
12 11 (2.84%) Shell Script
13 9 (2.33%) TypeScript
14 5 (1.29%) C++
15 4 (1.03%) Google Apps Script
15 4 (1.03%) VB
16 3 (0.78%) Jython
17 2 (0.52%) Java 8
17 2 (0.52%) Perl
Qualifications
1 28 (7.24%) Degree
1 28 (7.24%) Security Cleared
2 25 (6.46%) SC Cleared
3 22 (5.68%) AWS Certification
4 21 (5.43%) Computer Science Degree
5 11 (2.84%) Microsoft Certification
6 10 (2.58%) MCSE
7 5 (1.29%) Cisco Certification
8 4 (1.03%) CCNA
8 4 (1.03%) CCNP
8 4 (1.03%) VCP5
8 4 (1.03%) VCP6
8 4 (1.03%) VMware Certified Professional (VCP)
9 3 (0.78%) DBS Check
9 3 (0.78%) ITIL Certification
9 3 (0.78%) ITIL Foundation Certificate
9 3 (0.78%) PhD
10 2 (0.52%) CISSP
10 2 (0.52%) MCP
11 1 (0.26%) RHCE
Quality Assurance & Compliance
1 19 (4.91%) QA
2 18 (4.65%) SLA
3 4 (1.03%) OpenSCAP
4 3 (0.78%) ISO/IEC 27001
5 2 (0.52%) GDPR
6 1 (0.26%) COBIT
6 1 (0.26%) Cyber Essentials
6 1 (0.26%) Cyber Essentials PLUS
6 1 (0.26%) Data Quality
6 1 (0.26%) ISO 22301
6 1 (0.26%) NIST
System Software
1 95 (24.55%) Docker
2 73 (18.86%) Active Directory
3 41 (10.59%) VMware Infrastructure
4 37 (9.56%) Hyper-V
5 13 (3.36%) XenApp
5 13 (3.36%) XenDesktop
6 11 (2.84%) Virtual Machines
6 11 (2.84%) VMware ESXi
7 10 (2.58%) Postfix
8 6 (1.55%) vSphere
9 3 (0.78%) Xen
10 2 (0.52%) BitLocker
10 2 (0.52%) etcd
10 2 (0.52%) Oracle RAC
11 1 (0.26%) Apache Flume
11 1 (0.26%) DFS Replication
11 1 (0.26%) GlusterFS
11 1 (0.26%) Lustre
11 1 (0.26%) Shibboleth
11 1 (0.26%) VirtualBox
Systems Management
1 84 (21.71%) Terraform
2 63 (16.28%) Kubernetes
3 44 (11.37%) Ansible
4 27 (6.98%) Puppet
5 25 (6.46%) SCCM
6 19 (4.91%) SCOM
7 18 (4.65%) Microsoft Intune
8 17 (4.39%) Opscode Chef
9 15 (3.88%) Prometheus
10 10 (2.58%) logstash
10 10 (2.58%) Nagios
10 10 (2.58%) Packer
11 9 (2.33%) Failover Clustering
11 9 (2.33%) Grafana
11 9 (2.33%) SCVMM
12 7 (1.81%) Backup Exec
13 6 (1.55%) Graylog
13 6 (1.55%) Opsgenie
13 6 (1.55%) SCOrch
13 6 (1.55%) Single Sign-On
Vendors
1 92 (23.77%) Microsoft
2 59 (15.25%) VMware
3 41 (10.59%) Citrix
4 33 (8.53%) Oracle
5 32 (8.27%) Veeam
6 23 (5.94%) SolarWinds
7 20 (5.17%) Dell
8 19 (4.91%) Cisco
9 14 (3.62%) HP
10 13 (3.36%) Atlassian
11 12 (3.10%) Google
11 12 (3.10%) SonicWALL
12 10 (2.58%) NetApp
13 9 (2.33%) Red Hat
14 8 (2.07%) Apple
14 8 (2.07%) CommVault
14 8 (2.07%) EMC
15 7 (1.81%) Asigra
16 6 (1.55%) Alteryx
16 6 (1.55%) ServiceNow