Period
to 30 October 2020

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 30 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Elastic Container Service (Amazon ECS)
UK > England
6 months to
30 Oct 2020
Same period 2019 Same period 2018
Rank 425 586 851
Rank change year-on-year +161 +265 +158
Permanent jobs citing Amazon ECS 268 534 294
As % of all permanent jobs advertised in England 0.58% 0.42% 0.19%
As % of the Cloud Services category 1.44% 1.31% 0.76%
Number of salaries quoted 275 482 215
Median annual salary £75,000 £75,000 £65,000
Median salary % change year-on-year - +15.38% +8.33%
10th Percentile £55,000 £57,500 £47,500
90th Percentile £143,750 £118,750 £95,000
UK median annual salary £75,000 £75,000 £65,000
% change year-on-year - +15.38% +8.33%

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 18,630 40,791 38,554
As % of all permanent IT jobs advertised in England 40.61% 32.20% 25.15%
Number of salaries quoted 15,824 33,633 31,318
Median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +4.76%
10th Percentile £33,000 £30,000 £30,000
90th Percentile £92,500 £90,000 £85,000
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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 30 October 2020.

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 30 October 2020. 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 +108 203 £85,000 +6.25% 34
South East +199 17 £65,000 -7.14% 12
North of England +148 16 £55,000 +2.33% 14
North West +111 14 £55,000 +4.76% 13
South West +125 11 £52,500 -8.70% 2
Midlands +100 11 £75,000 +7.14% 4
East Midlands - 9 £75,000 - 1
East of England +126 5 £72,500 +16.00% 3
Yorkshire +122 2 £65,000 - 1
West Midlands +81 2 £61,250 -12.50% 3
Amazon ECS
UK

For the 6 months to 30 October 2020, 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.

1 239 (89.18%) AWS
2 190 (70.90%) DevOps
3 177 (66.04%) Python
4 170 (63.43%) Docker
5 167 (62.31%) Kubernetes
6 155 (57.84%) Serverless
7 151 (56.34%) AWS Lambda
8 139 (51.87%) Microservices
9 118 (44.03%) Jenkins
10 108 (40.30%) Java
11 106 (39.55%) Terraform
12 105 (39.18%) Web Services
13 102 (38.06%) PostgreSQL
14 100 (37.31%) MySQL
15 99 (36.94%) Azure
16 95 (35.45%) Finance
17 88 (32.84%) Amazon Redshift
18 87 (32.46%) Mentoring
18 87 (32.46%) GCP
19 85 (31.72%) GitLab
20 82 (30.60%) Software Engineering
21 81 (30.22%) Apache
22 78 (29.10%) Banking
22 78 (29.10%) Back Office
23 77 (28.73%) SQL Server
23 77 (28.73%) gRPC
24 76 (28.36%) Google
25 75 (27.99%) Data Warehouse
26 73 (27.24%) Asset Management
27 72 (26.87%) Hedge funds

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 81 (30.22%) Apache
2 19 (7.09%) Apache Spark
3 16 (5.97%) Elasticsearch
4 13 (4.85%) Tomcat
5 8 (2.99%) nginx
5 8 (2.99%) OpenStack
6 4 (1.49%) CMS
7 2 (0.75%) IIS
8 1 (0.37%) Apache Airflow
8 1 (0.37%) Confluence
8 1 (0.37%) MS Exchange
Business Applications
1 4 (1.49%) Eikon
2 2 (0.75%) Sparx Enterprise Architect
Cloud Services
1 239 (89.18%) AWS
2 155 (57.84%) Serverless
3 151 (56.34%) AWS Lambda
4 99 (36.94%) Azure
5 87 (32.46%) GCP
6 60 (22.39%) Apigee
7 59 (22.01%) Amazon EC2
8 55 (20.52%) Amazon EKS
9 50 (18.66%) AWS CloudFormation
10 46 (17.16%) Amazon S3
11 25 (9.33%) GitHub
12 20 (7.46%) AWS CodeBuild
13 18 (6.72%) AWS Fargate
13 18 (6.72%) SaaS
14 17 (6.34%) Amazon CloudWatch
15 14 (5.22%) AWS Elastic Beanstalk
16 12 (4.48%) Amazon Kinesis
17 11 (4.10%) CloudFront
18 10 (3.73%) Amazon SQS
19 9 (3.36%) AWS CodeDeploy
Communications & Networking
1 12 (4.48%) SAN
2 9 (3.36%) Network Security
3 6 (2.24%) VPN
4 4 (1.49%) Firewall
5 3 (1.12%) DHCP
5 3 (1.12%) DNS
5 3 (1.12%) HTTP
5 3 (1.12%) Internet
5 3 (1.12%) IPv6
5 3 (1.12%) SNMP
6 2 (0.75%) Broadband
6 2 (0.75%) LAN
6 2 (0.75%) OpenVPN
6 2 (0.75%) WAN
7 1 (0.37%) IPsec
7 1 (0.37%) TCP/IP
Database & Business Intelligence
1 102 (38.06%) PostgreSQL
2 100 (37.31%) MySQL
3 88 (32.84%) Amazon Redshift
4 77 (28.73%) SQL Server
5 75 (27.99%) Data Warehouse
6 37 (13.81%) Amazon DynamoDB
7 31 (11.57%) MongoDB
8 21 (7.84%) NoSQL
9 19 (7.09%) Relational Database
10 16 (5.97%) Amazon Athena
11 13 (4.85%) Redis
12 12 (4.48%) Amazon RDS
13 10 (3.73%) Amazon Aurora
14 9 (3.36%) Big Data
14 9 (3.36%) BigQuery
15 7 (2.61%) Hadoop
15 7 (2.61%) Snowflake Schema
16 6 (2.24%) HBase
17 4 (1.49%) Flink
18 3 (1.12%) RDBMS
Development Applications
1 118 (44.03%) Jenkins
2 85 (31.72%) GitLab
3 54 (20.15%) Artifactory
4 30 (11.19%) JIRA
5 28 (10.45%) Git (software)
6 17 (6.34%) CircleCI
7 10 (3.73%) Codeship
8 9 (3.36%) Atlassian Bamboo
8 9 (3.36%) webpack
9 5 (1.87%) GoCD
10 4 (1.49%) Maven
10 4 (1.49%) Octopus Deploy
10 4 (1.49%) TeamCity
11 2 (0.75%) Bitbucket
12 1 (0.37%) Cypress.io
12 1 (0.37%) Gradle
12 1 (0.37%) Spinnaker
12 1 (0.37%) Travis CI
General
1 95 (35.45%) Finance
2 78 (29.10%) Back Office
2 78 (29.10%) Banking
3 10 (3.73%) Law
4 6 (2.24%) Public Sector
4 6 (2.24%) Telecoms
5 2 (0.75%) Front Office
5 2 (0.75%) Investment Banking
5 2 (0.75%) Retail
6 1 (0.37%) Games
Job Titles
1 72 (26.87%) DevOps Engineer
2 62 (23.13%) Architect
3 61 (22.76%) Solutions Architect
4 55 (20.52%) Java Architect
4 55 (20.52%) Java Solutions Architect
5 53 (19.78%) AWS Architect
5 53 (19.78%) AWS Solutions Architect
6 52 (19.40%) Data Architect
7 48 (17.91%) Cloud Architect
7 48 (17.91%) Cloud Solutions Architect
8 40 (14.93%) AWS Engineer
9 38 (14.18%) Developer
10 31 (11.57%) AWS DevOps
11 30 (11.19%) AWS DevOps Engineer
12 25 (9.33%) Senior DevOps
12 25 (9.33%) Senior DevOps Engineer
13 22 (8.21%) Software Engineer
14 21 (7.84%) Python Engineer
15 18 (6.72%) Senior Developer
16 16 (5.97%) Development Manager
Libraries, Frameworks & Software Standards
1 105 (39.18%) Web Services
2 77 (28.73%) gRPC
3 60 (22.39%) Node.js
4 54 (20.15%) OAuth
4 54 (20.15%) Swagger
5 27 (10.07%) REST
6 23 (8.58%) GraphQL
6 23 (8.58%) React
7 15 (5.60%) Kafka
8 14 (5.22%) .NET
9 12 (4.48%) AngularJS
9 12 (4.48%) Elastic Stack
9 12 (4.48%) SOAP
9 12 (4.48%) Spring
10 11 (4.10%) CSS
10 11 (4.10%) Flask
10 11 (4.10%) HTML
11 10 (3.73%) Celery
11 10 (3.73%) Django
11 10 (3.73%) SQLAlchemy
Miscellaneous
1 72 (26.87%) Hedge funds
2 23 (8.58%) Cloud Native
3 18 (6.72%) Replication
4 15 (5.60%) Self-Motivation
5 11 (4.10%) Enterprise Storage
6 8 (2.99%) Greenfield Project
6 8 (2.99%) Public Cloud
7 7 (2.61%) Mobile App
8 5 (1.87%) Analytical Skills
8 5 (1.87%) User Experience
9 4 (1.49%) Enterprise Software
9 4 (1.49%) Online Banking
9 4 (1.49%) Virtual Team
10 2 (0.75%) Blog
10 2 (0.75%) Data Centre
10 2 (0.75%) Derivative
10 2 (0.75%) Equities
10 2 (0.75%) Fixed Income
10 2 (0.75%) Foreign Exchange (FX)
11 1 (0.37%) Data Structures
Operating Systems
1 45 (16.79%) Linux
2 18 (6.72%) Unix
3 10 (3.73%) Windows
4 4 (1.49%) Mesosphere
5 3 (1.12%) CentOS
6 2 (0.75%) DC/OS
7 1 (0.37%) Mac OS
7 1 (0.37%) Red Hat Enterprise Linux
7 1 (0.37%) Ubuntu
7 1 (0.37%) Windows 10
7 1 (0.37%) Windows Server
7 1 (0.37%) Windows Server 2012
7 1 (0.37%) Windows Server 2019
Processes & Methodologies
1 190 (70.90%) DevOps
2 139 (51.87%) Microservices
3 87 (32.46%) Mentoring
4 82 (30.60%) Software Engineering
5 73 (27.24%) Asset Management
6 71 (26.49%) Investment Management
7 67 (25.00%) Agile Software Development
8 55 (20.52%) Technology Roadmap
9 45 (16.79%) Infrastructure as Code
10 39 (14.55%) TDD
11 33 (12.31%) Scrum
12 32 (11.94%) Open Source
13 27 (10.07%) Infrastructure Automation
14 21 (7.84%) Configuration Management
14 21 (7.84%) Continuous Integration
14 21 (7.84%) Event-Driven Architecture
15 19 (7.09%) Continuous Improvement
16 18 (6.72%) Fintech
17 17 (6.34%) Data Modelling
17 17 (6.34%) Pair Programming
Programming Languages
1 177 (66.04%) Python
2 108 (40.30%) Java
3 62 (23.13%) SQL
4 50 (18.66%) JavaScript
5 24 (8.96%) Go
6 23 (8.58%) C#
7 17 (6.34%) Bash Shell
8 15 (5.60%) TypeScript
9 10 (3.73%) ES6
9 10 (3.73%) Java 8
10 8 (2.99%) ES7
10 8 (2.99%) PHP
11 6 (2.24%) PowerShell
12 5 (1.87%) Ruby
13 4 (1.49%) C++
13 4 (1.49%) Kotlin
13 4 (1.49%) Perl
14 2 (0.75%) Groovy
15 1 (0.37%) Shell Script
Qualifications
1 54 (20.15%) Sun Certification
2 13 (4.85%) Degree
3 12 (4.48%) AWS Certification
4 7 (2.61%) SC Cleared
4 7 (2.61%) Security Cleared
5 2 (0.75%) Computer Science Degree
6 1 (0.37%) DV Cleared
Quality Assurance & Compliance
1 1 (0.37%) PCI DSS
System Software
1 170 (63.43%) Docker
2 7 (2.61%) Varnish
3 2 (0.75%) Apache ZooKeeper
4 1 (0.37%) Active Directory
4 1 (0.37%) vCloud
4 1 (0.37%) VMware ESXi
4 1 (0.37%) VMware NSX
Systems Management
1 167 (62.31%) Kubernetes
2 106 (39.55%) Terraform
3 55 (20.52%) Ansible
4 32 (11.94%) Puppet
5 23 (8.58%) Opscode Chef
6 16 (5.97%) Prometheus
7 12 (4.48%) Istio
7 12 (4.48%) logstash
8 11 (4.10%) Grafana
8 11 (4.10%) Nagios
9 8 (2.99%) Kibana
10 5 (1.87%) Consul
11 4 (1.49%) Automic
11 4 (1.49%) Packer
12 2 (0.75%) Marathon
12 2 (0.75%) Mesos
13 1 (0.37%) Graylog
13 1 (0.37%) Opsgenie
Vendors
1 76 (28.36%) Google
2 29 (10.82%) Oracle
3 11 (4.10%) Brocade
3 11 (4.10%) Dell
3 11 (4.10%) Dynatrace
3 11 (4.10%) EMC
3 11 (4.10%) Hitachi
3 11 (4.10%) Isilon
4 8 (2.99%) Splunk
5 4 (1.49%) Pega
5 4 (1.49%) WSO2
6 3 (1.12%) Atlassian
7 2 (0.75%) Microsoft
7 2 (0.75%) Sparx
8 1 (0.37%) Cisco
8 1 (0.37%) Fortinet
8 1 (0.37%) NetApp
8 1 (0.37%) VMware