Period
to 7 March 2021

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Amazon ECS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon ECS over the 6 months to 7 March 2021 with a comparison to the same period in the previous 2 years.

Amazon Elastic Container Service (Amazon ECS)
UK > England
6 months to
7 Mar 2021
Same period 2020 Same period 2019
Rank 412 560 754
Rank change year-on-year +148 +194 +265
Permanent jobs citing Amazon ECS 444 470 344
As % of all permanent jobs advertised in England 0.66% 0.42% 0.25%
As % of the Cloud Services category 1.60% 1.22% 0.92%
Number of salaries quoted 417 442 298
Median annual salary £75,000 £75,000 £65,000
Median salary % change year-on-year - +15.38% -3.70%
10th Percentile £52,500 £48,750 £48,750
90th Percentile £115,000 £119,875 £95,000
UK median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% -3.70%

Amazon ECS is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 27,826 38,559 37,570
As % of all permanent IT jobs advertised in England 41.06% 34.42% 27.26%
Number of salaries quoted 23,387 31,966 30,667
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +4.76%
10th Percentile £32,500 £30,000 £30,750
90th Percentile £92,500 £92,500 £87,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

Amazon ECS
Job Vacancy Trend in England

Job postings citing Amazon ECS as a proportion of all IT jobs advertised in England.

Job vacancy trend for Amazon ECS in England

Amazon ECS
Salary Trend in England

3-month moving average salary quoted in jobs citing Amazon ECS in England.

Salary trend for Amazon ECS in England

Amazon ECS
Salary Histogram in England

Salary distribution for jobs citing Amazon ECS in England over the 6 months to 7 March 2021.

Salary histogram for Amazon ECS in England

Amazon ECS
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 ECS within the England region over the 6 months to 7 March 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 +159 319 £80,000 -5.88% 50
South East +129 36 £66,500 -11.33% 22
North of England +31 30 £65,000 +8.33% 12
East of England +81 25 £72,500 +16.00% 4
North West +27 23 £60,000 - 9
Midlands +42 21 £72,500 +3.57% 9
South West +46 15 £45,000 -16.28% 1
West Midlands +27 12 £66,250 -5.36% 9
East Midlands +40 5 £45,000 -
Yorkshire +22 5 £67,500 +3.85% 1
North East - 2 £50,000 - 2
Amazon ECS
UK

For the 6 months to 7 March 2021, IT jobs citing Amazon ECS 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 ECS.

1 396 (89.19%) AWS
2 304 (68.47%) DevOps
3 275 (61.94%) Docker
4 266 (59.91%) Python
5 243 (54.73%) Kubernetes
6 241 (54.28%) Serverless
7 230 (51.80%) Terraform
8 192 (43.24%) Microservices
9 191 (43.02%) AWS Lambda
9 191 (43.02%) Jenkins
10 188 (42.34%) Agile Software Development
11 164 (36.94%) PostgreSQL
12 153 (34.46%) Java
13 141 (31.76%) Linux
14 134 (30.18%) Web Services
15 133 (29.95%) Amazon EKS
16 128 (28.83%) Infrastructure as Code
17 121 (27.25%) Finance
17 121 (27.25%) Ansible
18 119 (26.80%) Amazon EC2
19 118 (26.58%) AWS CloudFormation
20 112 (25.23%) GitLab
20 112 (25.23%) Node.js
21 109 (24.55%) Software Engineering
22 100 (22.52%) MySQL
23 91 (20.50%) SQL
24 90 (20.27%) Azure
25 86 (19.37%) Amazon S3
26 84 (18.92%) JavaScript
27 83 (18.69%) Asset Management

Amazon ECS
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 50 (11.26%) Apache
2 24 (5.41%) Apache Spark
3 19 (4.28%) Elasticsearch
4 17 (3.83%) OpenStack
5 14 (3.15%) Confluence
5 14 (3.15%) IIS
6 13 (2.93%) Cloud Foundry
6 13 (2.93%) nginx
7 10 (2.25%) Tomcat
8 9 (2.03%) Apache Airflow
8 9 (2.03%) CMS
9 5 (1.13%) CloudStack
10 3 (0.68%) Adobe Experience Manager
Applications
1 1 (0.23%) Chatbot
1 1 (0.23%) Revit
Business Applications
1 4 (0.90%) Shopify
Cloud Services
1 396 (89.19%) AWS
2 241 (54.28%) Serverless
3 191 (43.02%) AWS Lambda
4 133 (29.95%) Amazon EKS
5 119 (26.80%) Amazon EC2
6 118 (26.58%) AWS CloudFormation
7 90 (20.27%) Azure
8 86 (19.37%) Amazon S3
9 71 (15.99%) GCP
10 49 (11.04%) Apigee
11 47 (10.59%) Amazon SQS
12 44 (9.91%) Amazon CloudWatch
12 44 (9.91%) GitHub
13 39 (8.78%) AWS Fargate
14 31 (6.98%) Virtual Private Cloud
15 28 (6.31%) AWS CodeBuild
15 28 (6.31%) CloudFront
16 27 (6.08%) Route 53
17 26 (5.86%) SaaS
18 25 (5.63%) AWS CodePipeline
Communications & Networking
1 16 (3.60%) VPN
2 11 (2.48%) OpenVPN
2 11 (2.48%) TCP/IP
3 8 (1.80%) Firewall
4 7 (1.58%) AMQP
4 7 (1.58%) DNS
5 6 (1.35%) HTTP
6 5 (1.13%) VLAN
7 4 (0.90%) ICMP
7 4 (0.90%) SSH
8 2 (0.45%) DHCP
9 1 (0.23%) Network Security
9 1 (0.23%) tcpdump
9 1 (0.23%) Wireshark
Database & Business Intelligence
1 164 (36.94%) PostgreSQL
2 100 (22.52%) MySQL
3 82 (18.47%) Amazon RDS
3 82 (18.47%) SQL Server
4 67 (15.09%) Amazon Redshift
5 66 (14.86%) Relational Database
6 48 (10.81%) Amazon DynamoDB
7 39 (8.78%) RDBMS
8 36 (8.11%) Amazon Aurora
9 23 (5.18%) Data Warehouse
10 20 (4.50%) MongoDB
11 19 (4.28%) Redis
12 15 (3.38%) NoSQL
13 11 (2.48%) BigQuery
14 8 (1.80%) Amazon Athena
15 6 (1.35%) Hadoop
16 5 (1.13%) Big Data
16 5 (1.13%) MariaDB
17 4 (0.90%) Data Mining
17 4 (0.90%) Snowflake Schema
Development Applications
1 191 (43.02%) Jenkins
2 112 (25.23%) GitLab
3 74 (16.67%) Git (software)
4 63 (14.19%) Artifactory
5 38 (8.56%) JIRA
6 23 (5.18%) TeamCity
7 18 (4.05%) Bitbucket
7 18 (4.05%) CircleCI
8 17 (3.83%) SonarQube
9 15 (3.38%) Maven
10 12 (2.70%) Gradle
11 11 (2.48%) Cucumber
11 11 (2.48%) Travis CI
12 10 (2.25%) Mockito
13 9 (2.03%) Atlassian Bamboo
14 8 (1.80%) GoCD
14 8 (1.80%) Postman
14 8 (1.80%) Selenium
15 6 (1.35%) JUnit
16 5 (1.13%) Cypress.io
General
1 121 (27.25%) Finance
2 82 (18.47%) Banking
3 27 (6.08%) Public Sector
4 11 (2.48%) Retail
5 10 (2.25%) Back Office
6 6 (1.35%) Games
6 6 (1.35%) Legal
7 5 (1.13%) Law
7 5 (1.13%) Local Government
7 5 (1.13%) Marketing
8 3 (0.68%) Automotive
9 2 (0.45%) Advertising
9 2 (0.45%) Publishing
10 1 (0.23%) Electronics
10 1 (0.23%) Manufacturing
10 1 (0.23%) Multimedia
10 1 (0.23%) Telecoms
Job Titles
1 159 (35.81%) DevOps Engineer
2 149 (33.56%) AWS Engineer
3 126 (28.38%) Developer
4 74 (16.67%) Software Engineer
5 72 (16.22%) Java Developer
6 64 (14.41%) AWS Developer
7 56 (12.61%) AWS Software Engineer
8 55 (12.39%) AWS DevOps
8 55 (12.39%) Developer/Software Engineer
9 53 (11.94%) AWS DevOps Engineer
10 45 (10.14%) Senior DevOps
10 45 (10.14%) Senior DevOps Engineer
11 44 (9.91%) Java Engineer
11 44 (9.91%) Java Software Developer
11 44 (9.91%) Java Software Engineer
11 44 (9.91%) Python Engineer
12 33 (7.43%) Cloud Engineer
13 28 (6.31%) Programmer
13 28 (6.31%) Python Developer
13 28 (6.31%) Software Programmer
Libraries, Frameworks & Software Standards
1 134 (30.18%) Web Services
2 112 (25.23%) Node.js
3 75 (16.89%) gRPC
4 54 (12.16%) REST
5 44 (9.91%) Spring
6 42 (9.46%) OAuth
6 42 (9.46%) Spring Boot
7 39 (8.78%) AngularJS
7 39 (8.78%) Swagger
8 33 (7.43%) React
9 26 (5.86%) Elastic Stack
10 21 (4.73%) Lambda Expressions
11 20 (4.50%) HTML
12 19 (4.28%) .NET
13 18 (4.05%) CSS
14 16 (3.60%) GraphQL
14 16 (3.60%) Kafka
14 16 (3.60%) RESTful
15 14 (3.15%) J2EE
16 13 (2.93%) Apache Camel
Miscellaneous
1 65 (14.64%) Hedge funds
2 57 (12.84%) Greenfield Project
3 35 (7.88%) Cloud Native
4 28 (6.31%) Pricing Data
5 20 (4.50%) Self-Motivation
6 13 (2.93%) Linux Command Line
7 12 (2.70%) Mobile App
7 12 (2.70%) User Experience
8 10 (2.25%) Algorithms
9 9 (2.03%) Virtual Team
10 8 (1.80%) Enterprise Software
10 8 (1.80%) Private Cloud
11 7 (1.58%) Online Banking
12 6 (1.35%) Analytical Skills
12 6 (1.35%) Enterprise Cloud
12 6 (1.35%) Hybrid Cloud
13 5 (1.13%) Blog
13 5 (1.13%) Public Cloud
14 4 (0.90%) Replication
15 3 (0.68%) Clustering
Operating Systems
1 141 (31.76%) Linux
2 45 (10.14%) Unix
3 28 (6.31%) Windows
4 13 (2.93%) Ubuntu
5 12 (2.70%) CentOS
6 10 (2.25%) Red Hat Enterprise Linux
7 8 (1.80%) Android
7 8 (1.80%) Windows Server
8 7 (1.58%) Apple iOS
9 3 (0.68%) Debian
10 2 (0.45%) Mac OS X
11 1 (0.23%) Mac OS
11 1 (0.23%) Windows 10
11 1 (0.23%) Windows Server 2012
11 1 (0.23%) Windows Server 2019
Processes & Methodologies
1 304 (68.47%) DevOps
2 192 (43.24%) Microservices
3 188 (42.34%) Agile Software Development
4 128 (28.83%) Infrastructure as Code
5 109 (24.55%) Software Engineering
6 83 (18.69%) Asset Management
7 68 (15.32%) Investment Management
8 63 (14.19%) Continuous Integration
9 57 (12.84%) Configuration Management
10 56 (12.61%) Mentoring
11 46 (10.36%) TDD
12 45 (10.14%) Scrum
13 39 (8.78%) Deployment Automation
14 35 (7.88%) Continuous Delivery
15 33 (7.43%) Kanban
15 33 (7.43%) Project Delivery
16 32 (7.21%) Site Reliability Engineering
17 29 (6.53%) Data Management
18 28 (6.31%) Enterprise Data Management
18 28 (6.31%) Open Source
Programming Languages
1 266 (59.91%) Python
2 153 (34.46%) Java
3 91 (20.50%) SQL
4 84 (18.92%) JavaScript
5 63 (14.19%) Go
6 56 (12.61%) Bash Shell
7 33 (7.43%) C#
8 28 (6.31%) Java 8
8 28 (6.31%) Ruby
9 26 (5.86%) PHP
10 17 (3.83%) PowerShell
11 16 (3.60%) ES6
12 14 (3.15%) TypeScript
13 9 (2.03%) Shell Script
14 8 (1.80%) Perl
15 7 (1.58%) C
16 6 (1.35%) Kotlin
17 4 (0.90%) Google Apps Script
17 4 (0.90%) R
17 4 (0.90%) sed
Qualifications
1 25 (5.63%) AWS Certification
2 22 (4.95%) Security Cleared
3 21 (4.73%) Degree
4 19 (4.28%) SC Cleared
5 17 (3.83%) Sun Certification
6 14 (3.15%) Computer Science Degree
7 1 (0.23%) DV Cleared
7 1 (0.23%) FFIEC
7 1 (0.23%) Master's Degree
7 1 (0.23%) MCSE
7 1 (0.23%) Microsoft Certification
7 1 (0.23%) RHCE
Quality Assurance & Compliance
1 20 (4.50%) QA
2 9 (2.03%) GDPR
3 8 (1.80%) ISO 9001
3 8 (1.80%) ISO/IEC 27001
4 2 (0.45%) NIST
4 2 (0.45%) PCI DSS
5 1 (0.23%) GLBA
System Software
1 275 (61.94%) Docker
2 5 (1.13%) Active Directory
3 3 (0.68%) Varnish
4 2 (0.45%) Virtual Machines
5 1 (0.23%) Ceph
5 1 (0.23%) NFS
Systems Management
1 243 (54.73%) Kubernetes
2 230 (51.80%) Terraform
3 121 (27.25%) Ansible
4 76 (17.12%) Puppet
5 60 (13.51%) Prometheus
6 43 (9.68%) Opscode Chef
7 29 (6.53%) Grafana
8 20 (4.50%) Nagios
9 19 (4.28%) Istio
10 18 (4.05%) Graylog
11 12 (2.70%) Consul
12 10 (2.25%) logstash
12 10 (2.25%) Opsgenie
13 8 (1.80%) Icinga
14 6 (1.35%) systemd
15 5 (1.13%) Packer
16 2 (0.45%) Failover Clustering
16 2 (0.45%) Kubeflow
16 2 (0.45%) Salt
16 2 (0.45%) ZABBIX
Vendors
1 63 (14.19%) Google
2 62 (13.96%) Oracle
3 28 (6.31%) Sybase
4 21 (4.73%) Dynatrace
5 14 (3.15%) Microsoft
6 13 (2.93%) WSO2
7 10 (2.25%) Pega
8 8 (1.80%) Red Hat
9 7 (1.58%) Atlassian
10 4 (0.90%) Splunk
11 3 (0.68%) Adobe
11 3 (0.68%) AppDynamics
12 2 (0.45%) Alibaba
12 2 (0.45%) Citrix
12 2 (0.45%) Confluent
12 2 (0.45%) DoubleClick
12 2 (0.45%) Escenic
12 2 (0.45%) Guidewire
13 1 (0.23%) Alteryx
13 1 (0.23%) Zoho