Period
to 24 May 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 24 May 2020 with a comparison to the same period in the previous 2 years.

Amazon Elastic Container Service (Amazon ECS)
UK > England
6 months to
24 May 2020
Same period 2019 Same period 2018
Rank 501 671 977
Rank change year-on-year +170 +306 +81
Permanent jobs citing Amazon ECS 423 428 169
As % of all permanent jobs advertised in England 0.49% 0.32% 0.10%
As % of the Cloud Services category 1.40% 1.11% 0.44%
Number of salaries quoted 401 400 150
Median annual salary £75,000 £70,000 £70,000
Median salary % change year-on-year +7.14% - +7.69%
10th Percentile £48,250 £48,750 £50,000
90th Percentile £122,500 £102,500 £95,000
UK median annual salary £70,000 £70,000 £70,000

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 30,194 38,629 38,311
As % of all permanent IT jobs advertised in England 35.30% 28.73% 23.73%
Number of salaries quoted 24,706 31,372 31,496
Median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £31,250 £30,750 £30,000
90th Percentile £93,750 £87,500 £83,750
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 24 May 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 24 May 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 +146 305 £83,750 +4.69% 18
North of England +103 64 £60,000 +4.35% 8
North West +79 45 £60,000 +4.35% 6
South East +106 19 £72,500 -6.45% 5
Yorkshire +89 19 £61,250 +6.52% 2
East of England +95 16 £60,000 -4.00%
Midlands +74 14 £47,500 -32.14% 2
West Midlands +68 12 £47,500 -32.14% 2
South West +71 5 £50,500 -15.83% 3
East Midlands +48 2 £37,500 -46.43%
Amazon ECS
UK

For the 6 months to 24 May 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.

1 397 (93.85%) AWS
2 285 (67.38%) Docker
3 249 (58.87%) DevOps
4 223 (52.72%) Terraform
5 216 (51.06%) Serverless
6 209 (49.41%) Python
7 206 (48.70%) Kubernetes
8 204 (48.23%) AWS Lambda
9 179 (42.32%) Agile Software Development
10 161 (38.06%) Java
10 161 (38.06%) AWS CloudFormation
10 161 (38.06%) Azure
11 155 (36.64%) Amazon EC2
12 148 (34.99%) Software Engineering
13 144 (34.04%) GCP
14 139 (32.86%) Jenkins
15 137 (32.39%) Finance
16 133 (31.44%) Microservices
17 132 (31.21%) Web Services
18 128 (30.26%) Node.js
19 104 (24.59%) MySQL
20 103 (24.35%) Amazon S3
21 102 (24.11%) PostgreSQL
21 102 (24.11%) Google
22 98 (23.17%) Amazon Redshift
23 97 (22.93%) Asset Management
24 94 (22.22%) Hedge funds
25 93 (21.99%) Banking
26 91 (21.51%) Investment Management
27 90 (21.28%) Linux

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 69 (16.31%) Apache
2 25 (5.91%) Elasticsearch
3 20 (4.73%) Confluence
4 13 (3.07%) Apache Spark
5 6 (1.42%) Apache Airflow
5 6 (1.42%) Jupyter
5 6 (1.42%) Tomcat
6 5 (1.18%) MS Exchange
7 4 (0.95%) Cloud Foundry
7 4 (0.95%) nginx
8 3 (0.71%) Adobe Experience Manager
8 3 (0.71%) OpenStack
9 2 (0.47%) CMS
9 2 (0.47%) IIS
10 1 (0.24%) JBoss
10 1 (0.24%) Oracle Workflow
10 1 (0.24%) Site Server
10 1 (0.24%) WebLogic
10 1 (0.24%) WildFly
Applications
1 1 (0.24%) Mingle
Business Applications
1 4 (0.95%) Markit EDM
1 4 (0.95%) SimCorp Dimension
Cloud Services
1 397 (93.85%) AWS
2 216 (51.06%) Serverless
3 204 (48.23%) AWS Lambda
4 161 (38.06%) AWS CloudFormation
4 161 (38.06%) Azure
5 155 (36.64%) Amazon EC2
6 144 (34.04%) GCP
7 103 (24.35%) Amazon S3
8 79 (18.68%) Amazon EKS
9 73 (17.26%) Virtual Private Cloud
10 63 (14.89%) Amazon CloudWatch
11 60 (14.18%) Amazon SQS
12 47 (11.11%) AWS CodePipeline
13 45 (10.64%) AWS Fargate
14 40 (9.46%) Apigee
15 38 (8.98%) Amazon ELB
16 37 (8.75%) GitHub
17 25 (5.91%) Route 53
18 22 (5.20%) AWS Elastic Beanstalk
18 22 (5.20%) SaaS
Communications & Networking
1 22 (5.20%) VPN
2 11 (2.60%) DNS
3 10 (2.36%) DHCP
3 10 (2.36%) Network Security
3 10 (2.36%) SAN
4 6 (1.42%) Firewall
4 6 (1.42%) Internet
5 5 (1.18%) LAN
5 5 (1.18%) WAN
6 4 (0.95%) IPv6
6 4 (0.95%) SNMP
7 3 (0.71%) HTTP
8 2 (0.47%) Broadband
8 2 (0.47%) tcpdump
8 2 (0.47%) Wireshark
9 1 (0.24%) Asterisk PBX
9 1 (0.24%) DMZ
9 1 (0.24%) SSH
9 1 (0.24%) TCP/IP
9 1 (0.24%) VoIP
Database & Business Intelligence
1 104 (24.59%) MySQL
2 102 (24.11%) PostgreSQL
3 98 (23.17%) Amazon Redshift
4 72 (17.02%) SQL Server
5 66 (15.60%) Amazon DynamoDB
6 58 (13.71%) Amazon RDS
7 34 (8.04%) MongoDB
8 30 (7.09%) Data Warehouse
9 26 (6.15%) Redis
10 22 (5.20%) NoSQL
11 16 (3.78%) Amazon Aurora
12 15 (3.55%) Relational Database
13 14 (3.31%) Amazon Athena
14 10 (2.36%) Big Data
15 5 (1.18%) Apache Cassandra
15 5 (1.18%) Parquet
16 3 (0.71%) Azure SQL Database
16 3 (0.71%) RDBMS
17 2 (0.47%) Data Lake
18 1 (0.24%) Blockchain
Development Applications
1 139 (32.86%) Jenkins
2 78 (18.44%) GitLab
3 64 (15.13%) Git (software)
4 51 (12.06%) JIRA
5 41 (9.69%) Artifactory
6 25 (5.91%) webpack
7 20 (4.73%) Babel
8 16 (3.78%) Bitbucket
8 16 (3.78%) Maven
9 12 (2.84%) Selenium
9 12 (2.84%) Sonatype Nexus
10 10 (2.36%) Octopus Deploy
11 9 (2.13%) Atlassian Bamboo
11 9 (2.13%) CircleCI
11 9 (2.13%) PhantomJS
11 9 (2.13%) SonarQube
11 9 (2.13%) WebDriver
12 8 (1.89%) Gradle
12 8 (1.89%) JMeter
12 8 (1.89%) TeamCity
General
1 137 (32.39%) Finance
2 93 (21.99%) Banking
3 37 (8.75%) Back Office
4 34 (8.04%) Front Office
5 30 (7.09%) Investment Banking
6 10 (2.36%) Retail
7 9 (2.13%) Marketing
7 9 (2.13%) Telecoms
8 6 (1.42%) Games
9 5 (1.18%) Law
10 4 (0.95%) Police
10 4 (0.95%) Public Sector
11 3 (0.71%) Local Government
12 1 (0.24%) Pharmaceutical
Job Titles
1 117 (27.66%) DevOps Engineer
2 105 (24.82%) Developer
3 59 (13.95%) AWS Engineer
4 52 (12.29%) Architect
5 47 (11.11%) Software Engineer
6 35 (8.27%) Java Developer
7 34 (8.04%) Cloud Engineer
8 33 (7.80%) React Developer
9 32 (7.57%) Cloud Architect
10 30 (7.09%) Front Office Developer
11 29 (6.86%) AWS DevOps
11 29 (6.86%) AWS DevOps Engineer
11 29 (6.86%) Senior DevOps
11 29 (6.86%) Senior DevOps Engineer
12 28 (6.62%) Solutions Architect
13 25 (5.91%) AWS Architect
14 24 (5.67%) Data Architect
14 24 (5.67%) Engineering Manager
14 24 (5.67%) Lead DevOps
15 23 (5.44%) Data Engineer
Libraries, Frameworks & Software Standards
1 132 (31.21%) Web Services
2 128 (30.26%) Node.js
3 72 (17.02%) AngularJS
4 62 (14.66%) gRPC
5 59 (13.95%) Swagger
6 58 (13.71%) React
7 40 (9.46%) CSS
7 40 (9.46%) OAuth
8 31 (7.33%) Redux
9 29 (6.86%) REST
10 24 (5.67%) RESTful
10 24 (5.67%) Vue.js
11 23 (5.44%) GraphQL
12 21 (4.96%) RabbitMQ
13 20 (4.73%) Fusebox
13 20 (4.73%) Sass
14 19 (4.49%) Spring Boot
15 18 (4.26%) HTML
15 18 (4.26%) Spring
16 17 (4.02%) J2EE
Miscellaneous
1 94 (22.22%) Hedge funds
2 43 (10.17%) Public Cloud
3 34 (8.04%) Fixed Income
4 32 (7.57%) Cloud Native
5 30 (7.09%) Blog
5 30 (7.09%) Derivative
5 30 (7.09%) Equities
5 30 (7.09%) Foreign Exchange (FX)
6 21 (4.96%) Greenfield Project
7 12 (2.84%) Mobile App
8 10 (2.36%) Self-Motivation
8 10 (2.36%) User Experience
9 9 (2.13%) Data Centre
10 7 (1.65%) Private Cloud
11 5 (1.18%) Algorithms
11 5 (1.18%) Enterprise Cloud
11 5 (1.18%) Enterprise Storage
11 5 (1.18%) Replication
12 4 (0.95%) Reference Data
13 3 (0.71%) Analytical Skills
Operating Systems
1 90 (21.28%) Linux
2 34 (8.04%) Windows
3 18 (4.26%) Unix
4 16 (3.78%) Windows Server 2012
5 14 (3.31%) Android
6 13 (3.07%) Windows Server
7 11 (2.60%) Apple iOS
8 9 (2.13%) Red Hat Enterprise Linux
9 5 (1.18%) CentOS
10 4 (0.95%) Windows 10
11 3 (0.71%) CoreOS
12 2 (0.47%) Ubuntu
12 2 (0.47%) Windows Server 2016
Processes & Methodologies
1 249 (58.87%) DevOps
2 179 (42.32%) Agile Software Development
3 148 (34.99%) Software Engineering
4 133 (31.44%) Microservices
5 97 (22.93%) Asset Management
6 91 (21.51%) Investment Management
7 81 (19.15%) Mentoring
8 72 (17.02%) Infrastructure as Code
9 59 (13.95%) Machine Learning
10 58 (13.71%) Open Source
11 48 (11.35%) Continuous Integration
12 46 (10.87%) Infrastructure Automation
12 46 (10.87%) Technology Roadmap
13 45 (10.64%) Test Automation
14 43 (10.17%) Artificial Intelligence
15 37 (8.75%) Scrum
16 35 (8.27%) Configuration Management
16 35 (8.27%) Event-Driven Architecture
16 35 (8.27%) Pair Programming
16 35 (8.27%) TDD
Programming Languages
1 209 (49.41%) Python
2 161 (38.06%) Java
3 87 (20.57%) JavaScript
4 70 (16.55%) SQL
5 64 (15.13%) Bash Shell
6 30 (7.09%) Kotlin
7 29 (6.86%) TypeScript
8 27 (6.38%) C#
9 26 (6.15%) Ruby
10 22 (5.20%) Go
11 20 (4.73%) C
12 19 (4.49%) C++
13 17 (4.02%) PowerShell
14 13 (3.07%) Perl
15 12 (2.84%) Shell Script
16 8 (1.89%) PHP
17 6 (1.42%) Embedded C
18 5 (1.18%) Java 8
19 4 (0.95%) ES6
19 4 (0.95%) ES7
Qualifications
1 24 (5.67%) Degree
2 22 (5.20%) AWS Certification
3 15 (3.55%) Sun Certification
4 13 (3.07%) Security Cleared
5 9 (2.13%) SC Cleared
6 8 (1.89%) Computer Science Degree
7 6 (1.42%) ITIL Certification
8 4 (0.95%) DV Cleared
9 1 (0.24%) MCIPD
9 1 (0.24%) Numerate Degree
Quality Assurance & Compliance
1 8 (1.89%) QA
2 2 (0.47%) PCI DSS
3 1 (0.24%) Sarbanes-Oxley
System Software
1 285 (67.38%) Docker
2 10 (2.36%) Active Directory
3 7 (1.65%) Hyper-V
4 6 (1.42%) VMware Infrastructure
5 5 (1.18%) vCloud
5 5 (1.18%) VMware ESXi
5 5 (1.18%) VMware NSX
6 4 (0.95%) Microsoft App-V
6 4 (0.95%) XenApp
7 3 (0.71%) Virtual Machines
8 2 (0.47%) Virtual Servers
9 1 (0.24%) Apache ZooKeeper
9 1 (0.24%) Kamailio
9 1 (0.24%) Varnish
Systems Management
1 223 (52.72%) Terraform
2 206 (48.70%) Kubernetes
3 79 (18.68%) Ansible
4 51 (12.06%) Opscode Chef
5 46 (10.87%) Puppet
6 21 (4.96%) Packer
7 19 (4.49%) Kibana
8 13 (3.07%) logstash
9 12 (2.84%) Docker Swarm
10 11 (2.60%) Grafana
11 6 (1.42%) Prometheus
12 5 (1.18%) Istio
13 4 (0.95%) Nagios
13 4 (0.95%) SCCM
13 4 (0.95%) SCOM
13 4 (0.95%) SCOrch
13 4 (0.95%) SCVMM
14 3 (0.71%) Consul
14 3 (0.71%) Salt
15 1 (0.24%) Marathon
Vendors
1 102 (24.11%) Google
2 51 (12.06%) Oracle
3 18 (4.26%) Microsoft
4 13 (3.07%) Splunk
5 11 (2.60%) VMware
6 10 (2.36%) Citrix
7 9 (2.13%) Cisco
7 9 (2.13%) CrowdStrike
7 9 (2.13%) Fortinet
8 8 (1.89%) SaltStack
9 5 (1.18%) Brocade
9 5 (1.18%) Dell
9 5 (1.18%) EMC
9 5 (1.18%) Hitachi
9 5 (1.18%) Isilon
9 5 (1.18%) NetApp
9 5 (1.18%) Red Hat
10 4 (0.95%) Calypso
10 4 (0.95%) Charles River
10 4 (0.95%) HP