Period
to 21 November 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 21 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Elastic Container Service (Amazon ECS)
UK > England
6 months to
21 Nov 2019
Same period 2018 Same period 2017
Rank 577 824 1029
Rank change year-on-year +247 +205 +148
Permanent jobs citing Amazon ECS 526 312 161
As % of all permanent IT jobs advertised in England 0.42% 0.21% 0.095%
As % of the Cloud Services category 1.28% 0.81% 0.48%
Number of salaries quoted 443 218 104
England median annual salary £77,500 £65,000 £62,500
Median salary % change year-on-year +19.23% +4.00% +4.17%
10th Percentile £57,500 £47,500 £46,250
90th Percentile £118,750 £95,000 £100,250
UK median annual salary £77,500 £65,000 £62,500
% change year-on-year +19.23% +4.00% +4.17%

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 41,100 38,751 33,355
As % of all permanent IT jobs advertised in England 32.67% 25.52% 19.65%
Number of salaries quoted 33,850 31,406 27,760
England median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +1.94%
10th Percentile £30,000 £30,000 £27,750
90th Percentile £90,000 £85,000 £80,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 21 November 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 21 November 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 +249 399 £82,500 +13.79% 59
North of England +44 39 £56,250 -2.17% 14
North West +31 35 £55,000 -4.35% 2
East of England +89 26 £62,500 -30.56% 9
South East +40 22 £75,000 +15.83% 2
Midlands +14 22 £70,000 +30.23% 6
West Midlands -4 22 £70,000 +33.33% 6
South West +29 18 £57,500 +27.78% 3
Yorkshire +13 4 £65,000 -10.34% 9
Amazon ECS
UK

For the 6 months to 21 November 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.

1 504 (95.82%) AWS
2 338 (64.26%) Docker
3 331 (62.93%) DevOps
4 290 (55.13%) Serverless
5 285 (54.18%) Amazon EC2
6 284 (53.99%) Agile Software Development
7 280 (53.23%) AWS Lambda
8 267 (50.76%) Java
9 262 (49.81%) Kubernetes
10 259 (49.24%) Python
11 245 (46.58%) Amazon S3
12 214 (40.68%) Terraform
13 213 (40.49%) Microservices
14 197 (37.45%) Software Engineering
15 194 (36.88%) Finance
16 184 (34.98%) Web Services
17 183 (34.79%) Jenkins
18 172 (32.70%) AWS CloudFormation
19 161 (30.61%) Amazon RDS
20 149 (28.33%) Amazon SQS
21 134 (25.48%) Asset Management
22 133 (25.29%) JavaScript
23 123 (23.38%) SQL
24 111 (21.10%) Linux
25 108 (20.53%) Amazon DynamoDB
26 107 (20.34%) Amazon CloudWatch
27 105 (19.96%) GitLab
27 105 (19.96%) Node.js
28 101 (19.20%) Artifactory
28 101 (19.20%) Continuous Integration

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 87 (16.54%) Elasticsearch
2 22 (4.18%) Confluence
3 20 (3.80%) Apache Spark
4 18 (3.42%) nginx
5 16 (3.04%) OpenStack
6 9 (1.71%) Apache
7 7 (1.33%) Cloud Foundry
8 6 (1.14%) Tomcat
9 5 (0.95%) IIS
10 4 (0.76%) Adobe Experience Manager
11 3 (0.57%) CloudStack
11 3 (0.57%) CMS
11 3 (0.57%) Sitecore CMS
11 3 (0.57%) Umbraco
12 2 (0.38%) Jupyter
13 1 (0.19%) Apache Airflow
Applications
1 3 (0.57%) Adobe Premiere
2 1 (0.19%) Microsoft Office
Business Applications
1 7 (1.33%) Magento
2 4 (0.76%) Dynamics CRM
3 3 (0.57%) SDL Web 8
4 2 (0.38%) Eikon
Cloud Services
1 504 (95.82%) AWS
2 290 (55.13%) Serverless
3 285 (54.18%) Amazon EC2
4 280 (53.23%) AWS Lambda
5 245 (46.58%) Amazon S3
6 172 (32.70%) AWS CloudFormation
7 149 (28.33%) Amazon SQS
8 107 (20.34%) Amazon CloudWatch
9 88 (16.73%) Virtual Private Cloud
10 85 (16.16%) GCP
10 85 (16.16%) OpenShift
11 84 (15.97%) AWS Fargate
12 69 (13.12%) Amazon EKS
13 53 (10.08%) Azure
14 50 (9.51%) CloudFront
15 42 (7.98%) Amazon ELB
16 41 (7.79%) Amazon Kinesis
17 39 (7.41%) PaaS
18 32 (6.08%) Route 53
19 28 (5.32%) GitHub
Communications & Networking
1 18 (3.42%) Internet
2 16 (3.04%) VPN
3 13 (2.47%) TCP/IP
4 9 (1.71%) SSL
5 8 (1.52%) DNS
6 7 (1.33%) Firewall
7 5 (0.95%) VLAN
8 4 (0.76%) CTI
8 4 (0.76%) DHCP
8 4 (0.76%) Network Security
9 3 (0.57%) Software-Defined Networking
10 1 (0.19%) Asterisk PBX
10 1 (0.19%) Cisco ASA
10 1 (0.19%) HTTP
10 1 (0.19%) OpenVPN
10 1 (0.19%) SMTP
10 1 (0.19%) VoIP
Database & Business Intelligence
1 161 (30.61%) Amazon RDS
2 108 (20.53%) Amazon DynamoDB
3 70 (13.31%) Amazon Redshift
3 70 (13.31%) NoSQL
4 66 (12.55%) Big Data
5 49 (9.32%) Amazon Athena
6 41 (7.79%) MongoDB
7 40 (7.60%) PostgreSQL
8 36 (6.84%) Redis
9 30 (5.70%) Apache Cassandra
9 30 (5.70%) MySQL
10 23 (4.37%) Amazon Aurora
11 20 (3.80%) Hadoop
12 19 (3.61%) Azure SQL Database
12 19 (3.61%) BigQuery
13 17 (3.23%) Presto
14 14 (2.66%) Flink
15 13 (2.47%) Relational Database
16 12 (2.28%) HBase
17 9 (1.71%) MariaDB
Development Applications
1 183 (34.79%) Jenkins
2 105 (19.96%) GitLab
3 101 (19.20%) Artifactory
4 71 (13.50%) Git (software)
5 35 (6.65%) JIRA
6 25 (4.75%) RStudio
7 20 (3.80%) CircleCI
8 17 (3.23%) Bitbucket
9 16 (3.04%) Atlassian Bamboo
9 16 (3.04%) Maven
10 15 (2.85%) Selenium
11 13 (2.47%) Cucumber
12 12 (2.28%) Spinnaker
13 10 (1.90%) Gradle
13 10 (1.90%) Octopus Deploy
13 10 (1.90%) PhantomJS
14 9 (1.71%) JMeter
14 9 (1.71%) TeamCity
15 8 (1.52%) Appium
15 8 (1.52%) WebDriver
General
1 194 (36.88%) Finance
2 86 (16.35%) Front Office
3 29 (5.51%) Law
4 14 (2.66%) Banking
5 4 (0.76%) Marketing
5 4 (0.76%) Public Sector
5 4 (0.76%) Retail
6 3 (0.57%) Telecoms
7 1 (0.19%) Automotive
7 1 (0.19%) Games
7 1 (0.19%) Military
Job Titles
1 180 (34.22%) Developer
2 137 (26.05%) AWS Engineer
3 118 (22.43%) DevOps Engineer
4 87 (16.54%) Software Engineer
5 85 (16.16%) AWS Developer
6 72 (13.69%) Java Developer
7 67 (12.74%) AWS Software Engineer
8 60 (11.41%) Developer/Software Engineer
9 57 (10.84%) Senior Developer
10 53 (10.08%) Architect
11 49 (9.32%) Java Software Developer
11 49 (9.32%) Python Engineer
12 48 (9.13%) J2EE Developer
12 48 (9.13%) Java/J2EE Developer
12 48 (9.13%) Senior Software Engineer
13 43 (8.17%) Java Engineer
14 42 (7.98%) Consultant
14 42 (7.98%) JavaScript Developer
15 41 (7.79%) Java Software Engineer
15 41 (7.79%) Python Developer
Libraries, Frameworks & Software Standards
1 184 (34.98%) Web Services
2 105 (19.96%) Node.js
3 76 (14.45%) CSS
4 73 (13.88%) HTML
5 67 (12.74%) AngularJS
6 58 (11.03%) React
7 54 (10.27%) J2EE
8 53 (10.08%) Elastic Stack
9 52 (9.89%) J2SE
10 45 (8.56%) Vue.js
11 43 (8.17%) HTML5
12 42 (7.98%) RESTful
13 38 (7.22%) Kafka
14 37 (7.03%) CSS3
15 33 (6.27%) REST
15 33 (6.27%) Spring
16 32 (6.08%) .NET
17 31 (5.89%) JSON
18 29 (5.51%) Lambda Expressions
18 29 (5.51%) Swagger
Miscellaneous
1 86 (16.35%) Fixed Income
2 63 (11.98%) Greenfield Project
3 52 (9.89%) Public Cloud
4 50 (9.51%) Hedge funds
5 36 (6.84%) Private Cloud
6 30 (5.70%) Cloud Native
7 27 (5.13%) Equities
7 27 (5.13%) Foreign Exchange (FX)
7 27 (5.13%) Reference Data
8 25 (4.75%) Data Centre
9 24 (4.56%) Mobile App
10 22 (4.18%) Self-Motivation
11 21 (3.99%) Hybrid Cloud
12 15 (2.85%) Data Structures
12 15 (2.85%) Enterprise Cloud
12 15 (2.85%) Virtual Team
13 13 (2.47%) Internet of Things
13 13 (2.47%) User Experience
14 12 (2.28%) Linux Command Line
15 10 (1.90%) Algorithms
Operating Systems
1 111 (21.10%) Linux
2 48 (9.13%) Windows
3 33 (6.27%) Unix
4 19 (3.61%) Android
4 19 (3.61%) Apple iOS
5 14 (2.66%) CentOS
6 12 (2.28%) Windows Server 2012
7 11 (2.09%) Red Hat Enterprise Linux
8 10 (1.90%) Ubuntu
9 8 (1.52%) Windows Server
10 7 (1.33%) Debian
11 5 (0.95%) Windows 10
12 4 (0.76%) Windows Server 2008
13 3 (0.57%) CoreOS
13 3 (0.57%) Data ONTAP
14 1 (0.19%) Amazon Linux
Processes & Methodologies
1 331 (62.93%) DevOps
2 284 (53.99%) Agile Software Development
3 213 (40.49%) Microservices
4 197 (37.45%) Software Engineering
5 134 (25.48%) Asset Management
6 101 (19.20%) Continuous Integration
7 85 (16.16%) Analytics
8 76 (14.45%) Mentoring
9 74 (14.07%) Infrastructure as Code
10 68 (12.93%) Decision-Making
11 57 (10.84%) Configuration Management
12 56 (10.65%) Machine Learning
13 55 (10.46%) Continuous Delivery
14 50 (9.51%) Wealth Management
15 48 (9.13%) Fund Management
16 46 (8.75%) Continuous Deployment
17 44 (8.37%) Data Analytics
17 44 (8.37%) Data Science
18 41 (7.79%) Infrastructure Engineering
18 41 (7.79%) Migration
Programming Languages
1 267 (50.76%) Java
2 259 (49.24%) Python
3 133 (25.29%) JavaScript
4 123 (23.38%) SQL
5 85 (16.16%) R
6 61 (11.60%) Bash Shell
7 52 (9.89%) TypeScript
8 41 (7.79%) C#
9 38 (7.22%) Go
10 26 (4.94%) PowerShell
11 20 (3.80%) Ruby
12 18 (3.42%) Kotlin
13 14 (2.66%) PHP
14 12 (2.28%) Java 8
14 12 (2.28%) Scala
15 11 (2.09%) C
15 11 (2.09%) Shell Script
16 8 (1.52%) C++
17 5 (0.95%) Apple Swift
17 5 (0.95%) ES6
Qualifications
1 32 (6.08%) Degree
2 16 (3.04%) AWS Certification
3 10 (1.90%) Security Cleared
4 6 (1.14%) DV Cleared
5 3 (0.57%) Computer Science Degree
5 3 (0.57%) OCP
5 3 (0.57%) Oracle Certification
5 3 (0.57%) RHCE
5 3 (0.57%) RHCSA
6 2 (0.38%) PhD
6 2 (0.38%) SC Cleared
7 1 (0.19%) ITIL Certification
Quality Assurance & Compliance
1 19 (3.61%) QA
2 10 (1.90%) Data Quality
3 4 (0.76%) GDPR
4 2 (0.38%) NCSC
4 2 (0.38%) SLA
5 1 (0.19%) ISO/IEC 27001
System Software
1 338 (64.26%) Docker
2 37 (7.03%) Hyper-V
3 21 (3.99%) Active Directory
4 19 (3.61%) Virtual Machines
4 19 (3.61%) VMware Infrastructure
5 11 (2.09%) Microsoft App-V
5 11 (2.09%) XenApp
6 7 (1.33%) OpenSSH
7 5 (0.95%) Varnish
8 3 (0.57%) Ceph
8 3 (0.57%) Gluster
8 3 (0.57%) KVM
8 3 (0.57%) VMware NSX
8 3 (0.57%) vSphere
9 2 (0.38%) Apache Flume
9 2 (0.38%) Apache ZooKeeper
Systems Management
1 262 (49.81%) Kubernetes
2 214 (40.68%) Terraform
3 93 (17.68%) Ansible
4 80 (15.21%) Puppet
5 70 (13.31%) Opscode Chef
6 34 (6.46%) Kibana
7 33 (6.27%) Grafana
7 33 (6.27%) logstash
8 30 (5.70%) Packer
8 30 (5.70%) Prometheus
9 25 (4.75%) Nagios
10 11 (2.09%) SCCM
10 11 (2.09%) SCOM
10 11 (2.09%) SCOrch
10 11 (2.09%) SCVMM
11 9 (1.71%) Istio
11 9 (1.71%) Rancher
12 8 (1.52%) Consul
12 8 (1.52%) Docker Swarm
13 7 (1.33%) Single Sign-On
Vendors
1 53 (10.08%) Splunk
2 28 (5.32%) Google
3 22 (4.18%) Dynatrace
3 22 (4.18%) VMware
4 18 (3.42%) IBM
5 16 (3.04%) Microsoft
6 14 (2.66%) Citrix
7 11 (2.09%) HP
8 10 (1.90%) SaltStack
9 9 (1.71%) Red Hat
10 5 (0.95%) Atlassian
10 5 (0.95%) New Relic
11 4 (0.76%) Adobe
11 4 (0.76%) AppDynamics
11 4 (0.76%) Cisco
11 4 (0.76%) CyberArk
11 4 (0.76%) Pega
11 4 (0.76%) SendGrid
11 4 (0.76%) ServiceNow
11 4 (0.76%) Talend