Period
to 17 August 2019

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 17 August 2019 with a comparison to the same period in the previous 2 years.

Amazon Elastic Container Service (Amazon ECS)
UK > England
6 months to
17 Aug 2019
Same period 2018 Same period 2017
Rank 612 912 1021
Rank change year-on-year +300 +109 +212
Permanent jobs citing Amazon ECS 505 235 145
As % of all permanent IT jobs advertised in England 0.38% 0.15% 0.088%
As % of the Cloud Services category 1.24% 0.61% 0.48%
Number of salaries quoted 426 188 89
England median annual salary £75,000 £70,000 £62,500
Median salary % change year-on-year +7.14% +12.00% +34.41%
10th Percentile £53,750 £52,500 £46,250
90th Percentile £107,500 £100,000 £82,500
UK median annual salary £75,000 £70,000 £62,500
% change year-on-year +7.14% +12.00% +34.41%

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 40,676 38,801 30,177
As % of all permanent IT jobs advertised in England 30.81% 24.40% 18.21%
Number of salaries quoted 33,327 31,731 25,020
England median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £30,000 £30,000 £28,500
90th Percentile £90,000 £85,000 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Amazon ECS
Job Vacancy Trend in England

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

Job vacancy trend for Amazon ECS in England

Amazon ECS
Salary Trend in England

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

Salary trend for Amazon ECS in England

Amazon ECS
Salary Histogram in England

The salary distribution of IT jobs citing Amazon ECS in England over the 6 months to 17 August 2019.

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 17 August 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 +247 383 £80,000 +10.34% 54
North of England +55 45 £57,500 -16.36% 6
North West +58 35 £60,000 +33.33% 4
Midlands +58 27 £70,000 +27.27% 5
West Midlands +44 27 £70,000 +27.27% 5
South East +11 22 £70,000 - 3
South West +18 16 £60,000 +33.33% 2
Yorkshire +9 9 £52,500 -27.59% 1
East of England +82 8 £63,750 +8.51% 9
North East - 1 £55,000 - 1
Amazon ECS
UK

For the 6 months to 17 August 2019, 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.

1 484 (95.84%) Amazon AWS
2 337 (66.73%) DevOps
3 317 (62.77%) Docker
4 273 (54.06%) Python
5 272 (53.86%) Serverless
6 266 (52.67%) AWS Lambda
7 246 (48.71%) Kubernetes
8 242 (47.92%) Agile Software Development
9 240 (47.52%) Amazon EC2
10 216 (42.77%) Amazon S3
11 208 (41.19%) Terraform
12 207 (40.99%) Jenkins
13 187 (37.03%) Java
14 161 (31.88%) Software Engineering
15 155 (30.69%) Linux
16 152 (30.10%) Microservices
17 150 (29.70%) JavaScript
18 144 (28.51%) AWS CloudFormation
19 136 (26.93%) Amazon RDS
20 132 (26.14%) Amazon DynamoDB
21 128 (25.35%) Finance
22 127 (25.15%) Amazon SQS
23 120 (23.76%) Web Services
24 119 (23.56%) Node.js
25 118 (23.37%) Ansible
26 115 (22.77%) Git (software)
27 114 (22.57%) Elasticsearch
28 112 (22.18%) Virtual Private Cloud
29 103 (20.40%) Amazon CloudWatch
30 102 (20.20%) Bash Shell

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
1 114 (22.57%) Elasticsearch
2 20 (3.96%) Apache Spark
3 17 (3.37%) Confluence
4 14 (2.77%) Apache
5 12 (2.38%) nginx
6 10 (1.98%) Apache Pig
7 9 (1.78%) Cloud Foundry
8 8 (1.58%) IIS
9 6 (1.19%) Tomcat
10 5 (0.99%) CloudStack
10 5 (0.99%) OpenStack
11 4 (0.79%) Adobe Experience Manager
12 3 (0.59%) Apache Solr
12 3 (0.59%) CMS
12 3 (0.59%) Jupyter
12 3 (0.59%) Tornado
13 1 (0.20%) Sitecore CMS
13 1 (0.20%) Umbraco
13 1 (0.20%) WordPress
Applications
1 3 (0.59%) Adobe Premiere
2 1 (0.20%) Microsoft Office
Business Applications
1 6 (1.19%) Magento
2 4 (0.79%) Dynamics CRM
2 4 (0.79%) NetSuite
3 2 (0.40%) PolarLake
4 1 (0.20%) SDL Web 8
Cloud Services
1 484 (95.84%) Amazon AWS
2 272 (53.86%) Serverless
3 266 (52.67%) AWS Lambda
4 240 (47.52%) Amazon EC2
5 216 (42.77%) Amazon S3
6 144 (28.51%) AWS CloudFormation
7 127 (25.15%) Amazon SQS
8 112 (22.18%) Virtual Private Cloud
9 103 (20.40%) Amazon CloudWatch
10 80 (15.84%) CloudFront
11 76 (15.05%) Microsoft Azure
12 73 (14.46%) Google Cloud Platform
13 70 (13.86%) Amazon EKS
13 70 (13.86%) AWS Fargate
14 60 (11.88%) PaaS
15 52 (10.30%) Route 53
16 50 (9.90%) Amazon Kinesis
17 42 (8.32%) OpenShift
18 35 (6.93%) AWS Elastic Beanstalk
19 31 (6.14%) Cloud Computing
Communications & Networking
1 23 (4.55%) Firewall
2 22 (4.36%) Internet
3 21 (4.16%) VPN
4 14 (2.77%) TCP/IP
5 7 (1.39%) DNS
6 6 (1.19%) Software-Defined Networking
6 6 (1.19%) VLAN
7 5 (0.99%) HTTP
7 5 (0.99%) SMTP
8 4 (0.79%) Asterisk PBX
8 4 (0.79%) Cisco ASA
8 4 (0.79%) CTI
8 4 (0.79%) Network Security
8 4 (0.79%) VoIP
9 3 (0.59%) IPv4
9 3 (0.59%) OpenVPN
9 3 (0.59%) Reverse Proxy
9 3 (0.59%) SSL
10 1 (0.20%) DHCP
10 1 (0.20%) FTP
Database & Business Intelligence
1 136 (26.93%) Amazon RDS
2 132 (26.14%) Amazon DynamoDB
3 71 (14.06%) Amazon Athena
4 58 (11.49%) NoSQL
5 49 (9.70%) Big Data
6 47 (9.31%) Amazon Redshift
7 43 (8.51%) MongoDB
7 43 (8.51%) MySQL
7 43 (8.51%) Redis
8 37 (7.33%) PostgreSQL
9 28 (5.54%) Amazon Aurora
10 25 (4.95%) Hadoop
11 20 (3.96%) HBase
12 19 (3.76%) BigQuery
12 19 (3.76%) Presto
13 17 (3.37%) Azure SQL Database
14 16 (3.17%) SQL Server
15 14 (2.77%) Relational Database
16 11 (2.18%) MariaDB
17 10 (1.98%) Sqoop
Development Applications
1 207 (40.99%) Jenkins
2 115 (22.77%) Git (software)
3 101 (20.00%) GitLab
4 67 (13.27%) Artifactory
5 25 (4.95%) JIRA
6 20 (3.96%) Bitbucket
7 18 (3.56%) RStudio
8 17 (3.37%) Selenium
9 15 (2.97%) Travis CI
10 14 (2.77%) Maven
11 12 (2.38%) Atlassian Bamboo
12 9 (1.78%) Gradle
13 8 (1.58%) CircleCI
13 8 (1.58%) Cucumber
13 8 (1.58%) PhantomJS
14 7 (1.39%) Appium
14 7 (1.39%) Jasmine
14 7 (1.39%) Karma Test Runner
14 7 (1.39%) Octopus Deploy
14 7 (1.39%) Spinnaker
General
1 128 (25.35%) Finance
2 24 (4.75%) Law
3 21 (4.16%) Front Office
4 17 (3.37%) Banking
5 9 (1.78%) Telecoms
6 6 (1.19%) Retail
7 5 (0.99%) Marketing
7 5 (0.99%) Publishing
8 2 (0.40%) Back Office
8 2 (0.40%) Corporate Banking
8 2 (0.40%) Retail Banking
9 1 (0.20%) Automotive
Job Titles
1 157 (31.09%) DevOps Engineer
2 101 (20.00%) Developer
3 80 (15.84%) AWS Engineer
4 54 (10.69%) Consultant
5 44 (8.71%) Data Engineer
5 44 (8.71%) Senior DevOps
5 44 (8.71%) Senior DevOps Engineer
6 39 (7.72%) Architect
7 38 (7.52%) AWS DevOps
8 35 (6.93%) JavaScript Developer
9 34 (6.73%) AWS DevOps Engineer
10 30 (5.94%) AWS Developer
10 30 (5.94%) Development Manager
11 28 (5.54%) Finance Manager
11 28 (5.54%) Java Developer
11 28 (5.54%) Senior Data Engineer
12 27 (5.35%) Platform Engineer
12 27 (5.35%) Python Engineer
13 25 (4.95%) Agile Development Manager
13 25 (4.95%) Digital Delivery Manager
Libraries, Frameworks & Software Standards
1 120 (23.76%) Web Services
2 119 (23.56%) Node.js
3 86 (17.03%) Elastic Stack
4 73 (14.46%) AngularJS
4 73 (14.46%) CSS
5 71 (14.06%) HTML
6 53 (10.50%) React
7 45 (8.91%) .NET
8 37 (7.33%) Pandas
9 33 (6.53%) Vue.js
10 32 (6.34%) HTML5
10 32 (6.34%) PySpark
10 32 (6.34%) pytest
11 31 (6.14%) J2EE
11 31 (6.14%) REST
12 27 (5.35%) JSON
12 27 (5.35%) Kafka
13 26 (5.15%) .NET Core
14 25 (4.95%) CSS3
15 18 (3.56%) J2SE
Miscellaneous
1 56 (11.09%) Hedge funds
2 48 (9.50%) Public Cloud
3 40 (7.92%) Data Centre
4 32 (6.34%) Private Cloud
5 30 (5.94%) Cloud Native
6 26 (5.15%) Greenfield Project
7 24 (4.75%) Self-Motivation
8 22 (4.36%) Mobile App
9 21 (4.16%) Fixed Income
10 17 (3.37%) Internet of Things
10 17 (3.37%) User Experience
10 17 (3.37%) Virtual Team
11 16 (3.17%) Hybrid Cloud
12 13 (2.57%) Data Structures
13 12 (2.38%) Enterprise Cloud
14 10 (1.98%) Algorithms
15 8 (1.58%) Linux Command Line
16 3 (0.59%) Analytical Mindset
16 3 (0.59%) Analytical Skills
16 3 (0.59%) Video\Live Streaming
Operating Systems
1 155 (30.69%) Linux
2 68 (13.47%) Windows
3 44 (8.71%) Unix
4 28 (5.54%) Apple iOS
5 19 (3.76%) Android
6 17 (3.37%) CentOS
7 14 (2.77%) Ubuntu
8 10 (1.98%) Debian
9 5 (0.99%) Data ONTAP
9 5 (0.99%) Windows Server
10 4 (0.79%) Mac OS
10 4 (0.79%) Red Hat Enterprise Linux
10 4 (0.79%) Windows Server 2008
10 4 (0.79%) Windows Server 2012
Processes & Methodologies
1 337 (66.73%) DevOps
2 242 (47.92%) Agile Software Development
3 161 (31.88%) Software Engineering
4 152 (30.10%) Microservices
5 89 (17.62%) Infrastructure as Code
6 87 (17.23%) Analytics
7 81 (16.04%) Mentoring
8 72 (14.26%) Configuration Management
9 68 (13.47%) Asset Management
10 65 (12.87%) Machine Learning
11 63 (12.48%) Open Source
12 60 (11.88%) Continuous Integration
13 56 (11.09%) Wealth Management
14 49 (9.70%) Fund Management
15 43 (8.51%) Data Science
16 41 (8.12%) Fintech
17 40 (7.92%) Migration
18 39 (7.72%) Infrastructure Engineering
18 39 (7.72%) Problem-Solving
19 37 (7.33%) Business Intelligence
Programming Languages
1 273 (54.06%) Python
2 187 (37.03%) Java
3 150 (29.70%) JavaScript
4 102 (20.20%) Bash Shell
5 97 (19.21%) SQL
6 47 (9.31%) Ruby
7 46 (9.11%) C#
8 44 (8.71%) TypeScript
9 40 (7.92%) PowerShell
10 36 (7.13%) PHP
11 28 (5.54%) Go
12 19 (3.76%) R
13 17 (3.37%) Scala
14 16 (3.17%) Perl
15 15 (2.97%) C++
16 13 (2.57%) Shell Script
17 12 (2.38%) Clojure
18 9 (1.78%) Kotlin
19 8 (1.58%) Java 8
20 7 (1.39%) ES6
Qualifications
1 32 (6.34%) Degree
2 28 (5.54%) AWS Certification
3 7 (1.39%) Security Cleared
4 6 (1.19%) RHCE
4 6 (1.19%) RHCSA
5 5 (0.99%) SC Cleared
6 3 (0.59%) Computer Science Degree
6 3 (0.59%) OCP
6 3 (0.59%) Oracle Certification
7 2 (0.40%) Numerate Degree
8 1 (0.20%) ITIL Certification
8 1 (0.20%) PhD
Quality Assurance & Compliance
1 30 (5.94%) QA
2 10 (1.98%) Data Quality
3 7 (1.39%) GDPR
4 4 (0.79%) ISO/IEC 27001
5 2 (0.40%) NCSC
5 2 (0.40%) SLA
System Software
1 317 (62.77%) Docker
2 28 (5.54%) Hyper-V
3 18 (3.56%) VMware Infrastructure
4 17 (3.37%) Virtual Machines
5 13 (2.57%) Active Directory
6 12 (2.38%) Apache ZooKeeper
7 7 (1.39%) Varnish
8 6 (1.19%) Ceph
8 6 (1.19%) Gluster
8 6 (1.19%) KVM
8 6 (1.19%) Microsoft App-V
8 6 (1.19%) VMware NSX
8 6 (1.19%) vSphere
8 6 (1.19%) XenApp
9 2 (0.40%) Apache Flume
10 1 (0.20%) OpenSSH
Systems Management
1 246 (48.71%) Kubernetes
2 208 (41.19%) Terraform
3 118 (23.37%) Ansible
4 94 (18.61%) Puppet
5 82 (16.24%) Opscode Chef
6 48 (9.50%) logstash
7 46 (9.11%) Kibana
8 40 (7.92%) Packer
9 37 (7.33%) Grafana
10 35 (6.93%) Nagios
11 29 (5.74%) Prometheus
12 10 (1.98%) Consul
12 10 (1.98%) Oozie
13 8 (1.58%) Docker Swarm
13 8 (1.58%) Graphite
13 8 (1.58%) Mesos
13 8 (1.58%) ZABBIX
14 6 (1.19%) SCCM
14 6 (1.19%) SCOM
14 6 (1.19%) Sysdig
Vendors
1 72 (14.26%) Splunk
2 39 (7.72%) Google
3 23 (4.55%) VMware
4 21 (4.16%) Red Hat
5 17 (3.37%) Microsoft
5 17 (3.37%) Oracle
6 16 (3.17%) Dynatrace
7 14 (2.77%) Apple
8 10 (1.98%) Cisco
8 10 (1.98%) Cloudera
8 10 (1.98%) SaltStack
9 9 (1.78%) TIBCO
10 8 (1.58%) CyberArk
10 8 (1.58%) Salesforce.com
10 8 (1.58%) ServiceNow
10 8 (1.58%) Symantec
11 6 (1.19%) Citrix
11 6 (1.19%) HP
12 5 (0.99%) Adobe
12 5 (0.99%) MuleSoft