Period
to 19 October 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for AWS CloudFormation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS CloudFormation over the 6 months to 19 October 2017 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudFormation
England > London
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 490 633 823
Rank change year-on-year +143 +190 +60
Permanent jobs citing AWS CloudFormation 376 213 110
As % of all permanent IT jobs advertised in London 0.51% 0.28% 0.12%
As % of the Cloud Services category 2.52% 1.86% 1.16%
Number of salaries quoted 307 189 95
London median annual salary £65,000 £62,500 £55,000
Median salary % change year-on-year +4.00% +13.64% +10.00%
10th Percentile £48,750 £45,750 £31,250
90th Percentile £95,000 £85,250 £78,750
England median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +15.00%

AWS CloudFormation 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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 14902 11424 9482
As % of all permanent IT jobs advertised in London 20.08% 14.81% 10.64%
Number of salaries quoted 12281 9862 8029
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +4.76%
10th Percentile £34,750 £33,750 £31,250
90th Percentile £87,500 £85,000 £83,750
England median annual salary £52,500 £51,500 £47,500
% change year-on-year +1.94% +8.42% -

AWS CloudFormation
Job Vacancy Trend in London

Job postings citing AWS CloudFormation as a percentage of all IT jobs advertised in London.

Job vacancy trend for AWS CloudFormation in London

AWS CloudFormation
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS CloudFormation in London.

Salary trend for AWS CloudFormation in London

AWS CloudFormation
Salary Histogram in London

The salary distribution of IT jobs citing AWS CloudFormation in London over the 6 months to 19 October 2017.

Salary histogram for AWS CloudFormation in London

AWS CloudFormation
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS CloudFormation within the London region over the 6 months to 19 October 2017. 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
Central London +78 60 £70,000 +24.44% 10
East London +9 14 £52,000 -22.96% 5
West London -3 10 £60,000 - 2
South London - 3 £65,000 -
AWS CloudFormation
England

For the 6 months to 19 October 2017, IT jobs citing AWS CloudFormation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for AWS CloudFormation.

1 364 (96.81%) Amazon AWS
2 290 (77.13%) DevOps
3 228 (60.64%) Linux
4 213 (56.65%) Python
5 212 (56.38%) Ansible
6 186 (49.47%) Puppet
7 180 (47.87%) Docker
8 155 (41.22%) Jenkins
9 148 (39.36%) Agile Software Development
10 140 (37.23%) Opscode Chef
11 135 (35.90%) Amazon EC2
12 131 (34.84%) Terraform
13 111 (29.52%) Configuration Management
14 101 (26.86%) Java
15 97 (25.80%) Amazon RDS
16 96 (25.53%) Continuous Integration
17 89 (23.67%) Git (software)
18 88 (23.40%) Ruby
19 87 (23.14%) Bash Shell
20 83 (22.07%) Amazon S3
20 83 (22.07%) Kubernetes
21 76 (20.21%) Serverless
22 72 (19.15%) AWS Lambda
23 71 (18.88%) MySQL
24 70 (18.62%) Windows
25 60 (15.96%) Microservices
26 59 (15.69%) TDD
27 58 (15.43%) Microsoft Azure
28 56 (14.89%) Continuous Delivery
29 53 (14.10%) Scrum

AWS CloudFormation
Co-occurring IT Skills in London 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 51 (13.56%) Apache
2 36 (9.57%) Elasticsearch
3 30 (7.98%) IIS
4 26 (6.91%) nginx
5 18 (4.79%) OpenStack
6 15 (3.99%) Tomcat
7 14 (3.72%) Confluence
8 13 (3.46%) Apache Spark
9 10 (2.66%) Apache Solr
10 7 (1.86%) Jetty
11 6 (1.60%) Cloud Foundry
12 5 (1.33%) CMS
13 3 (0.80%) EPiServer
13 3 (0.80%) Sitecore CMS
14 2 (0.53%) Drupal
14 2 (0.53%) JBoss
14 2 (0.53%) Moodle
14 2 (0.53%) WebLogic
14 2 (0.53%) WordPress
15 1 (0.27%) SAS
Business Applications
1 12 (3.19%) Dynamics NAV
2 1 (0.27%) Oracle EBS
Cloud Services
1 364 (96.81%) Amazon AWS
2 135 (35.90%) Amazon EC2
3 83 (22.07%) Amazon S3
4 76 (20.21%) Serverless
5 72 (19.15%) AWS Lambda
6 58 (15.43%) Microsoft Azure
7 41 (10.90%) Amazon SQS
8 38 (10.11%) Virtual Private Cloud
9 33 (8.78%) Amazon CloudWatch
10 25 (6.65%) IaaS
11 23 (6.12%) Amazon ELB
12 22 (5.85%) Route 53
13 21 (5.59%) PaaS
13 21 (5.59%) SaaS
14 19 (5.05%) Amazon ElastiCache
15 13 (3.46%) CloudFront
16 12 (3.19%) Amazon EMR
17 11 (2.93%) Amazon Kinesis
18 9 (2.39%) Datadog
19 8 (2.13%) GitHub
Communications & Networking
1 26 (6.91%) Firewall
2 15 (3.99%) VLAN
3 14 (3.72%) DNS
4 12 (3.19%) HTTP
5 11 (2.93%) VPN
6 9 (2.39%) Internet
7 8 (2.13%) DHCP
7 8 (2.13%) Network Security
7 8 (2.13%) OpenVPN
8 7 (1.86%) TCP/IP
9 4 (1.06%) LAN
10 3 (0.80%) IPsec
10 3 (0.80%) SNMP
11 2 (0.53%) Intrusion Detection
11 2 (0.53%) Kerberos
11 2 (0.53%) LDAP
12 1 (0.27%) Fibre Channel
12 1 (0.27%) Peer-to-Peer Networking
12 1 (0.27%) SAN
12 1 (0.27%) WAN
Database & Business Intelligence
1 97 (25.80%) Amazon RDS
2 71 (18.88%) MySQL
3 41 (10.90%) MongoDB
4 35 (9.31%) Big Data
5 31 (8.24%) NoSQL
6 27 (7.18%) Redis
7 26 (6.91%) Apache Cassandra
8 25 (6.65%) SQL Server
9 23 (6.12%) Amazon DynamoDB
10 22 (5.85%) PostgreSQL
11 18 (4.79%) Amazon Redshift
12 15 (3.99%) Hadoop
13 5 (1.33%) Relational Database
14 3 (0.80%) Apache Hive
14 3 (0.80%) HBase
14 3 (0.80%) Neo4j
14 3 (0.80%) Presto
15 2 (0.53%) Electronic Patient Records
15 2 (0.53%) OpenTSDB
15 2 (0.53%) Parquet
Development Applications
1 155 (41.22%) Jenkins
2 89 (23.67%) Git (software)
3 48 (12.77%) Atlassian Bamboo
4 32 (8.51%) TeamCity
5 26 (6.91%) JIRA
6 21 (5.59%) Maven
7 18 (4.79%) Octopus Deploy
8 17 (4.52%) Gradle
9 13 (3.46%) Artifactory
9 13 (3.46%) SonarQube
10 12 (3.19%) Appium
10 12 (3.19%) Bitbucket
10 12 (3.19%) Gatling
10 12 (3.19%) JUnit
10 12 (3.19%) Spock
10 12 (3.19%) TestNG
10 12 (3.19%) Travis CI
11 11 (2.93%) GoCD
11 11 (2.93%) Vagrant
12 9 (2.39%) Hudson
General
1 42 (11.17%) Finance
2 26 (6.91%) Marketing
3 19 (5.05%) Banking
4 10 (2.66%) Games
4 10 (2.66%) Retail
5 9 (2.39%) Back Office
5 9 (2.39%) Manufacturing
6 8 (2.13%) Telecoms
7 7 (1.86%) Advertising
7 7 (1.86%) Electronics
7 7 (1.86%) Publishing
8 3 (0.80%) Music Industry
9 2 (0.53%) Digital Economy
9 2 (0.53%) Legal
Job Titles
1 199 (52.93%) DevOps Engineer
2 70 (18.62%) AWS DevOps
3 65 (17.29%) AWS Engineer
4 60 (15.96%) Cloud Engineer
5 54 (14.36%) AWS DevOps Engineer
6 41 (10.90%) Senior DevOps
7 38 (10.11%) Senior DevOps Engineer
8 32 (8.51%) Developer
9 31 (8.24%) Linux Engineer
9 31 (8.24%) Linux/Unix DevOps
10 30 (7.98%) Linux DevOps Engineer
11 28 (7.45%) Platform Engineer
12 23 (6.12%) Architect
13 20 (5.32%) Lead DevOps
14 19 (5.05%) Software Engineer
15 16 (4.26%) Senior Developer
16 13 (3.46%) Head of DevOps
17 12 (3.19%) Cloud Architect
17 12 (3.19%) Full Stack Developer
17 12 (3.19%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 49 (13.03%) Web Services
2 43 (11.44%) Node.js
3 32 (8.51%) RESTful
4 27 (7.18%) LAMP
5 25 (6.65%) Kafka
6 21 (5.59%) .NET
6 21 (5.59%) CSS
6 21 (5.59%) RabbitMQ
7 20 (5.32%) HTML
8 19 (5.05%) Spring
9 17 (4.52%) Dropwizard
10 16 (4.26%) jQuery
11 13 (3.46%) Django
12 12 (3.19%) AngularJS
12 12 (3.19%) Hibernate
13 11 (2.93%) Elastic Stack
13 11 (2.93%) JSON
13 11 (2.93%) React
13 11 (2.93%) REST
14 10 (2.66%) Memcached
Miscellaneous
1 29 (7.71%) Computer Science
2 23 (6.12%) Fintech
3 21 (5.59%) Data Centre
4 20 (5.32%) Linux Command Line
5 16 (4.26%) Mobile App
6 12 (3.19%) PKI
6 12 (3.19%) Virtual Team
7 11 (2.93%) Public Cloud
7 11 (2.93%) User Experience
8 7 (1.86%) Hedge funds
8 7 (1.86%) Management Information System
9 6 (1.60%) Clustering
9 6 (1.60%) Greenfield Project
10 5 (1.33%) Algorithms
10 5 (1.33%) Hybrid Cloud
10 5 (1.33%) Private Cloud
11 4 (1.06%) Client/Server
11 4 (1.06%) CMDB
11 4 (1.06%) Data Structures
11 4 (1.06%) Social Media
Operating Systems
1 228 (60.64%) Linux
2 70 (18.62%) Windows
3 31 (8.24%) Unix
4 29 (7.71%) CentOS
4 29 (7.71%) Windows Server
5 25 (6.65%) Ubuntu
6 21 (5.59%) Red Hat Enterprise Linux
7 18 (4.79%) Debian
8 4 (1.06%) Amazon Linux
9 3 (0.80%) Windows Server 2012
10 2 (0.53%) Android
10 2 (0.53%) Apple iOS
10 2 (0.53%) CoreOS
11 1 (0.27%) Oracle Linux
11 1 (0.27%) Windows Server 2003
11 1 (0.27%) Windows Server 2008
Processes & Methodologies
1 290 (77.13%) DevOps
2 148 (39.36%) Agile Software Development
3 111 (29.52%) Configuration Management
4 96 (25.53%) Continuous Integration
5 60 (15.96%) Microservices
6 59 (15.69%) TDD
7 56 (14.89%) Continuous Delivery
8 53 (14.10%) Scrum
9 50 (13.30%) E-Commerce
10 46 (12.23%) Software Engineering
11 43 (11.44%) Continuous Deployment
12 40 (10.64%) Auto-Scaling
13 38 (10.11%) BDD
13 38 (10.11%) Test Automation
14 36 (9.57%) Pair Programming
15 35 (9.31%) Mentoring
16 30 (7.98%) Kanban
17 29 (7.71%) Open Source
18 23 (6.12%) Migration
19 21 (5.59%) Machine Learning
Programming Languages
1 213 (56.65%) Python
2 101 (26.86%) Java
3 88 (23.40%) Ruby
4 87 (23.14%) Bash Shell
5 47 (12.50%) Perl
6 42 (11.17%) Go
7 40 (10.64%) PowerShell
8 35 (9.31%) SQL
9 34 (9.04%) JavaScript
9 34 (9.04%) PHP
10 12 (3.19%) C#
11 10 (2.66%) C++
12 8 (2.13%) Groovy
12 8 (2.13%) Scala
13 4 (1.06%) Shell Script
14 2 (0.53%) C
14 2 (0.53%) Clojure
14 2 (0.53%) R
15 1 (0.27%) VB.NET
Qualifications
1 21 (5.59%) Degree
2 17 (4.52%) AWS Certification
3 14 (3.72%) Computer Science Degree
4 1 (0.27%) CISA
4 1 (0.27%) CISM
4 1 (0.27%) CISSP
4 1 (0.27%) GSLC
4 1 (0.27%) ITIL Certification
4 1 (0.27%) Master's Degree
4 1 (0.27%) MCP
4 1 (0.27%) MCSA
4 1 (0.27%) MCSE
4 1 (0.27%) Microsoft Certification
4 1 (0.27%) SC Cleared
4 1 (0.27%) Security Cleared
4 1 (0.27%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 16 (4.26%) QA
2 13 (3.46%) PCI DSS
3 4 (1.06%) GDPR
3 4 (1.06%) PMBOK
4 3 (0.80%) GCP
5 1 (0.27%) COBIT
5 1 (0.27%) HMG Security Policy Framework
5 1 (0.27%) ISO/IEC 27001
5 1 (0.27%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (0.27%) SLA
System Software
1 180 (47.87%) Docker
2 26 (6.91%) Active Directory
3 12 (3.19%) etcd
3 12 (3.19%) Virtual Machines
4 10 (2.66%) Xen
5 9 (2.39%) VMware Infrastructure
6 8 (2.13%) flannel
6 8 (2.13%) Varnish
7 4 (1.06%) Apache ZooKeeper
7 4 (1.06%) Hyper-V
8 1 (0.27%) Virtual Servers
8 1 (0.27%) vSphere
8 1 (0.27%) XenApp
Systems Management
1 212 (56.38%) Ansible
2 186 (49.47%) Puppet
3 140 (37.23%) Opscode Chef
4 131 (34.84%) Terraform
5 83 (22.07%) Kubernetes
6 27 (7.18%) Consul
7 26 (6.91%) Nagios
7 26 (6.91%) Packer
7 26 (6.91%) Salt
8 24 (6.38%) Mesos
9 8 (2.13%) HAProxy
9 8 (2.13%) Sysdig
10 6 (1.60%) Docker Swarm
10 6 (1.60%) Kibana
10 6 (1.60%) Marathon
11 5 (1.33%) logstash
11 5 (1.33%) SCOM
12 4 (1.06%) Graphite
12 4 (1.06%) ZABBIX
13 3 (0.80%) ITRS Geneos
Vendors
1 27 (7.18%) Microsoft
2 16 (4.26%) New Relic
3 15 (3.99%) Red Hat
4 13 (3.46%) Google
5 11 (2.93%) Splunk
6 10 (2.66%) Atlassian
6 10 (2.66%) VMware
7 9 (2.39%) Cisco
8 7 (1.86%) AppDynamics
8 7 (1.86%) hybris
8 7 (1.86%) Juniper
8 7 (1.86%) Oracle
8 7 (1.86%) SAP
9 6 (1.60%) CheckPoint
9 6 (1.60%) Meraki
10 4 (1.06%) Citrix
10 4 (1.06%) Salesforce.com
10 4 (1.06%) Trend Micro
10 4 (1.06%) Twitter
11 3 (0.80%) Sitecore