Period
to 22 October 2019

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 22 October 2019 with a comparison to the same period in the previous 2 years.

Amazon Relational Database Service (RDS)
UK > England
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 448 543 680
Rank change year-on-year +95 +137 +248
Permanent jobs citing Amazon RDS 823 764 557
As % of all permanent IT jobs advertised in England 0.65% 0.50% 0.34%
As % of the Database & Business Intelligence category 2.42% 1.69% 1.12%
Number of salaries quoted 638 622 429
England median annual salary £70,000 £62,750 £55,000
Median salary % change year-on-year +11.55% +14.09% -1.79%
10th Percentile £42,850 £42,500 £32,400
90th Percentile £122,500 £90,000 £83,750
UK median annual salary £70,000 £62,500 £55,000
% change year-on-year +12.00% +13.64% -

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 33,953 45,327 49,669
As % of all permanent IT jobs advertised in England 26.85% 29.51% 30.36%
Number of salaries quoted 28,261 37,165 41,204
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,589 £31,250 £30,000
90th Percentile £86,250 £83,750 £77,500
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

Amazon RDS
Job Vacancy Trend in England

Job postings citing Amazon RDS as a percentage of all IT jobs advertised in England.

Job vacancy trend for Amazon RDS in England

Amazon RDS
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon RDS in England.

Salary trend for Amazon RDS in England

Amazon RDS
Salary Histogram in England

The salary distribution of IT jobs citing Amazon RDS in England over the 6 months to 22 October 2019.

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 22 October 2019. 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 +134 520 £80,000 +14.29% 73
Midlands +34 91 £55,000 -8.33% 19
North of England +35 82 £50,000 -16.67% 32
West Midlands +39 80 £55,000 - 16
South East +27 75 £60,000 -2.04% 26
North West +30 54 £52,500 -12.50% 21
South West +13 45 £57,500 +4.55% 9
Yorkshire +19 26 £48,750 -2.50% 9
East Midlands +9 11 £40,000 -38.46% 2
East of England +27 5 £75,000 +66.67% 5
North East +20 2 £54,500 -33.94% 2
Amazon RDS
UK

For the 6 months to 22 October 2019, 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.

1 782 (95.02%) AWS
2 458 (55.65%) Agile Software Development
3 457 (55.53%) Amazon S3
4 452 (54.92%) Amazon EC2
5 379 (46.05%) DevOps
6 357 (43.38%) Python
7 354 (43.01%) Docker
8 324 (39.37%) Java
9 323 (39.25%) AWS Lambda
10 317 (38.52%) Serverless
11 286 (34.75%) Software Engineering
12 285 (34.63%) Web Services
13 284 (34.51%) Linux
14 275 (33.41%) Terraform
15 262 (31.83%) Amazon SQS
16 250 (30.38%) Finance
17 245 (29.77%) SQL
18 229 (27.83%) Kubernetes
19 200 (24.30%) Jenkins
20 197 (23.94%) Ansible
21 194 (23.57%) AWS CloudFormation
22 176 (21.39%) JavaScript
23 169 (20.53%) Microservices
24 168 (20.41%) Azure
25 158 (19.20%) Windows
26 152 (18.47%) Asset Management
27 151 (18.35%) Git (software)
27 151 (18.35%) Amazon ECS
28 141 (17.13%) MySQL
28 141 (17.13%) Fixed Income

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 63 (7.65%) Elasticsearch
2 45 (5.47%) Confluence
3 42 (5.10%) Apache
4 41 (4.98%) Apache Spark
5 32 (3.89%) IIS
6 22 (2.67%) Cloud Foundry
6 22 (2.67%) nginx
7 17 (2.07%) Tomcat
8 16 (1.94%) MS Exchange
9 14 (1.70%) SharePoint
10 9 (1.09%) Apache Airflow
10 9 (1.09%) Skype for Business
11 5 (0.61%) GeoServer
12 4 (0.49%) Apache Pig
13 3 (0.36%) Luigi
14 2 (0.24%) Apache Solr
14 2 (0.24%) Exchange Server 2010
14 2 (0.24%) Jetty
14 2 (0.24%) Moodle
14 2 (0.24%) WordPress
Applications
1 19 (2.31%) Microsoft Office
2 2 (0.24%) Microsoft Excel
2 2 (0.24%) Microsoft Project
3 1 (0.12%) Chatbot
Business Applications
1 40 (4.86%) Payment Gateway
2 4 (0.49%) Dynamics CRM
3 2 (0.24%) Shopify
4 1 (0.12%) Magento
Cloud Services
1 782 (95.02%) AWS
2 457 (55.53%) Amazon S3
3 452 (54.92%) Amazon EC2
4 323 (39.25%) AWS Lambda
5 317 (38.52%) Serverless
6 262 (31.83%) Amazon SQS
7 194 (23.57%) AWS CloudFormation
8 168 (20.41%) Azure
9 151 (18.35%) Amazon ECS
10 135 (16.40%) Virtual Private Cloud
11 126 (15.31%) Amazon CloudWatch
12 106 (12.88%) OpenShift
13 83 (10.09%) Amazon ELB
14 76 (9.23%) Route 53
15 75 (9.11%) AWS Elastic Beanstalk
16 51 (6.20%) Azure Active Directory
17 46 (5.59%) GitHub
18 45 (5.47%) Office 365
19 44 (5.35%) SaaS
20 35 (4.25%) Cloud Computing
Communications & Networking
1 40 (4.86%) DNS
2 28 (3.40%) Firewall
3 23 (2.79%) VPN
4 20 (2.43%) SMTP
5 19 (2.31%) Internet
6 18 (2.19%) FTP
6 18 (2.19%) TCP/IP
7 17 (2.07%) HTTP
8 16 (1.94%) DHCP
8 16 (1.94%) LAN
8 16 (1.94%) WAN
9 13 (1.58%) SSH
10 11 (1.34%) MQTT
11 9 (1.09%) Network Security
12 8 (0.97%) Remote Desktop
12 8 (0.97%) SAN
12 8 (0.97%) SSL
13 6 (0.73%) VoIP
13 6 (0.73%) Wi-Fi
14 5 (0.61%) iSCSI
Database & Business Intelligence
1 141 (17.13%) MySQL
2 140 (17.01%) Amazon DynamoDB
3 123 (14.95%) SQL Server
4 103 (12.52%) Amazon Redshift
5 83 (10.09%) PostgreSQL
6 70 (8.51%) Amazon Aurora
7 63 (7.65%) Big Data
7 63 (7.65%) NoSQL
8 59 (7.17%) MongoDB
9 53 (6.44%) Apache Cassandra
10 43 (5.22%) Redis
11 40 (4.86%) Amazon Athena
12 38 (4.62%) Azure SQL Database
13 33 (4.01%) Data Warehouse
14 30 (3.65%) Relational Database
15 29 (3.52%) SQL Server Integration Services
16 27 (3.28%) MariaDB
17 21 (2.55%) OLTP
18 18 (2.19%) Power BI
19 13 (1.58%) SQL Server Reporting Services
Development Applications
1 200 (24.30%) Jenkins
2 151 (18.35%) Git (software)
3 71 (8.63%) JIRA
4 67 (8.14%) Artifactory
5 44 (5.35%) Octopus Deploy
6 42 (5.10%) Maven
7 41 (4.98%) Atlassian Bamboo
8 35 (4.25%) Bitbucket
9 33 (4.01%) GitLab
10 25 (3.04%) RStudio
11 24 (2.92%) Selenium
12 23 (2.79%) Subversion
13 22 (2.67%) TeamCity
14 16 (1.94%) Travis CI
15 15 (1.82%) JUnit
16 14 (1.70%) Gradle
17 12 (1.46%) Gatling
18 10 (1.22%) Spinnaker
18 10 (1.22%) Team Foundation Server
19 9 (1.09%) Ant
General
1 250 (30.38%) Finance
2 136 (16.52%) Front Office
3 23 (2.79%) Retail
4 16 (1.94%) Marketing
5 10 (1.22%) Banking
6 9 (1.09%) Games
7 6 (0.73%) Advertising
8 5 (0.61%) Billing
8 5 (0.61%) Law
8 5 (0.61%) Legal
9 3 (0.36%) Back Office
10 2 (0.24%) Manufacturing
10 2 (0.24%) Public Sector
10 2 (0.24%) Telecoms
11 1 (0.12%) Automotive
11 1 (0.12%) Multimedia
11 1 (0.12%) Publishing
Job Titles
1 279 (33.90%) Developer
2 148 (17.98%) DevOps Engineer
3 126 (15.31%) AWS Engineer
4 91 (11.06%) Software Engineer
5 88 (10.69%) Architect
6 85 (10.33%) AWS Developer
7 80 (9.72%) Python Developer
8 69 (8.38%) Java Developer
9 66 (8.02%) Senior Software Engineer
10 65 (7.90%) Senior DevOps
11 64 (7.78%) Senior DevOps Engineer
12 60 (7.29%) AWS Software Engineer
13 51 (6.20%) Senior Developer
14 47 (5.71%) Java Engineer
14 47 (5.71%) Python Engineer
15 43 (5.22%) Java Software Engineer
16 41 (4.98%) AWS DevOps
17 37 (4.50%) .NET Developer
18 35 (4.25%) Solutions Architect
19 33 (4.01%) Lead Developer
Libraries, Frameworks & Software Standards
1 285 (34.63%) Web Services
2 139 (16.89%) .NET
3 97 (11.79%) JSON
4 87 (10.57%) RESTful
5 86 (10.45%) Spring
6 84 (10.21%) REST
7 83 (10.09%) Node.js
8 73 (8.87%) Spring Boot
9 71 (8.63%) AngularJS
10 61 (7.41%) J2EE
11 60 (7.29%) React
12 51 (6.20%) HTML
12 51 (6.20%) XML
13 48 (5.83%) Kafka
14 40 (4.86%) Akka
14 40 (4.86%) CSS
14 40 (4.86%) Play Framework
15 39 (4.74%) NumPy
15 39 (4.74%) Pandas
16 36 (4.37%) SciPy
Miscellaneous
1 141 (17.13%) Fixed Income
2 81 (9.84%) Greenfield Project
3 74 (8.99%) Derivative
4 66 (8.02%) Hybrid Cloud
5 62 (7.53%) Public Cloud
6 61 (7.41%) Linux Command Line
7 48 (5.83%) Data Centre
8 39 (4.74%) Equities
8 39 (4.74%) Foreign Exchange (FX)
8 39 (4.74%) Private Cloud
8 39 (4.74%) Self-Motivation
9 32 (3.89%) Replication
10 29 (3.52%) Clustering
11 24 (2.92%) Mobile App
11 24 (2.92%) PKI
12 22 (2.67%) Algorithms
12 22 (2.67%) User Experience
13 18 (2.19%) Reference Data
14 13 (1.58%) Analytical Skills
14 13 (1.58%) Enterprise Software
Operating Systems
1 284 (34.51%) Linux
2 158 (19.20%) Windows
3 41 (4.98%) Unix
4 37 (4.50%) Windows Server
5 30 (3.65%) Ubuntu
6 24 (2.92%) CentOS
7 22 (2.67%) VMS
8 18 (2.19%) Red Hat Enterprise Linux
9 15 (1.82%) Windows Server 2012
10 10 (1.22%) Android
10 10 (1.22%) Apple iOS
11 7 (0.85%) Embedded Linux
12 6 (0.73%) Debian
12 6 (0.73%) Fedora
12 6 (0.73%) Windows Server 2008
13 5 (0.61%) Amazon Linux
13 5 (0.61%) Windows 10
14 4 (0.49%) Mac OS X
15 3 (0.36%) Mac OS
16 2 (0.24%) Windows 7
Processes & Methodologies
1 458 (55.65%) Agile Software Development
2 379 (46.05%) DevOps
3 286 (34.75%) Software Engineering
4 169 (20.53%) Microservices
5 152 (18.47%) Asset Management
6 110 (13.37%) Continuous Integration
7 105 (12.76%) TDD
8 102 (12.39%) Mentoring
9 100 (12.15%) Computer Science
10 81 (9.84%) Configuration Management
11 79 (9.60%) Scrum
12 76 (9.23%) Continuous Delivery
13 74 (8.99%) Migration
14 68 (8.26%) API Design
15 67 (8.14%) Infrastructure as Code
16 66 (8.02%) Quantitative Analysis
17 64 (7.78%) Problem-Solving
18 57 (6.93%) Analytics
19 56 (6.80%) E-Commerce
20 54 (6.56%) Load Balancing
Programming Languages
1 357 (43.38%) Python
2 324 (39.37%) Java
3 245 (29.77%) SQL
4 176 (21.39%) JavaScript
5 112 (13.61%) R
6 110 (13.37%) C#
7 71 (8.63%) Scala
7 71 (8.63%) Shell Script
8 70 (8.51%) PowerShell
9 67 (8.14%) Bash Shell
10 51 (6.20%) C++
11 48 (5.83%) Ruby
12 37 (4.50%) PHP
13 32 (3.89%) Go
14 30 (3.65%) T-SQL
15 28 (3.40%) Java 8
16 12 (1.46%) C
16 12 (1.46%) Perl
17 10 (1.22%) TypeScript
18 8 (0.97%) Kotlin
Qualifications
1 88 (10.69%) Degree
2 46 (5.59%) Computer Science Degree
3 39 (4.74%) AWS Certification
4 33 (4.01%) Microsoft Certification
5 15 (1.82%) MCSE
6 14 (1.70%) SC Cleared
6 14 (1.70%) Security Cleared
7 10 (1.22%) MCP
7 10 (1.22%) MCSA
8 5 (0.61%) CCNA
8 5 (0.61%) Cisco Certification
8 5 (0.61%) MCITP
9 4 (0.49%) Numerate Degree
9 4 (0.49%) VMware Certified Professional (VCP)
10 3 (0.36%) CCA
10 3 (0.36%) Citrix Certification
10 3 (0.36%) ITIL Certification
11 2 (0.24%) CCNP
11 2 (0.24%) PhD
12 1 (0.12%) TOGAF Certification
Quality Assurance & Compliance
1 79 (9.60%) QA
2 9 (1.09%) GDPR
2 9 (1.09%) PCI DSS
3 8 (0.97%) Data Quality
4 5 (0.61%) ISO/IEC 27001
4 5 (0.61%) Solvency II
5 2 (0.24%) NIST
6 1 (0.12%) SLA
System Software
1 354 (43.01%) Docker
2 86 (10.45%) Active Directory
3 60 (7.29%) Hyper-V
4 49 (5.95%) VMware Infrastructure
5 35 (4.25%) Virtual Machines
6 17 (2.07%) XenApp
7 11 (1.34%) Microsoft App-V
8 7 (0.85%) XenDesktop
9 6 (0.73%) Varnish
9 6 (0.73%) vSphere
9 6 (0.73%) Xen
10 4 (0.49%) NFS
10 4 (0.49%) Postfix
11 2 (0.24%) Apache ZooKeeper
11 2 (0.24%) Firmware
11 2 (0.24%) Squid
11 2 (0.24%) Terminal Services
11 2 (0.24%) Virtual Desktop
11 2 (0.24%) VMware ESXi
11 2 (0.24%) VMware Server
Systems Management
1 275 (33.41%) Terraform
2 229 (27.83%) Kubernetes
3 197 (23.94%) Ansible
4 117 (14.22%) Puppet
5 90 (10.94%) Opscode Chef
6 54 (6.56%) Packer
7 47 (5.71%) Nagios
8 34 (4.13%) SCCM
9 31 (3.77%) Prometheus
10 28 (3.40%) Microsoft Intune
11 24 (2.92%) Docker Swarm
12 20 (2.43%) ZABBIX
13 13 (1.58%) SCOM
14 11 (1.34%) Forefront Identity Manager
14 11 (1.34%) Grafana
15 10 (1.22%) Kibana
16 9 (1.09%) Consul
16 9 (1.09%) SCOrch
17 7 (0.85%) logstash
17 7 (0.85%) Mesos
Vendors
1 133 (16.16%) Microsoft
2 60 (7.29%) VMware
3 47 (5.71%) Citrix
4 40 (4.86%) Oracle
4 40 (4.86%) WorldPay
5 24 (2.92%) Google
6 21 (2.55%) AppDynamics
7 19 (2.31%) Atlassian
8 18 (2.19%) Tableau
9 16 (1.94%) HP
10 15 (1.82%) Red Hat
11 12 (1.46%) Cisco
12 8 (0.97%) New Relic
12 8 (0.97%) Okta
12 8 (0.97%) Trend Micro
13 7 (0.85%) Meraki
13 7 (0.85%) SAP
13 7 (0.85%) Talend
14 6 (0.73%) ServiceNow
14 6 (0.73%) Veeam