Period
to 12 December 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 12 December 2017 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudFormation
England > London
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 499 627 788
Rank change year-on-year +128 +161 +76
Permanent jobs citing AWS CloudFormation 377 217 123
As % of all permanent IT jobs advertised in London 0.51% 0.29% 0.14%
As % of the Cloud Services category 2.38% 1.87% 1.26%
Number of salaries quoted 320 186 103
London median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% +14.29%
10th Percentile £51,000 £49,500 £43,000
90th Percentile £96,250 £91,250 £78,750
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +20.00%

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 15835 11577 9747
As % of all permanent IT jobs advertised in London 21.37% 15.53% 11.14%
Number of salaries quoted 13243 9976 8349
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +3.77%
10th Percentile £35,000 £33,750 £32,000
90th Percentile £88,750 £86,250 £85,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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 12 December 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 12 December 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 +63 70 £72,500 +3.57% 6
West London +15 14 £60,000 +4.35% 2
East London +5 10 £52,000 -22.96% 2
South London - 3 £65,000 -
AWS CloudFormation
England

For the 6 months to 12 December 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.

1 359 (95.23%) Amazon AWS
2 306 (81.17%) DevOps
3 223 (59.15%) Linux
4 220 (58.36%) Ansible
5 197 (52.25%) Python
6 188 (49.87%) Puppet
7 170 (45.09%) Docker
8 163 (43.24%) Jenkins
9 158 (41.91%) Opscode Chef
10 140 (37.14%) Terraform
11 130 (34.48%) Amazon EC2
12 113 (29.97%) Java
12 113 (29.97%) Agile Software Development
13 111 (29.44%) Configuration Management
14 87 (23.08%) Continuous Integration
14 87 (23.08%) Kubernetes
15 85 (22.55%) Amazon S3
16 80 (21.22%) Git (software)
17 77 (20.42%) Windows
18 76 (20.16%) Amazon RDS
18 76 (20.16%) Serverless
19 74 (19.63%) Ruby
20 71 (18.83%) AWS Lambda
21 70 (18.57%) Bash Shell
22 69 (18.30%) Microservices
23 67 (17.77%) Microsoft Azure
24 60 (15.92%) MySQL
25 49 (13.00%) Continuous Delivery
25 49 (13.00%) TDD
25 49 (13.00%) PowerShell

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 45 (11.94%) Apache
2 36 (9.55%) Elasticsearch
3 27 (7.16%) IIS
4 17 (4.51%) nginx
4 17 (4.51%) OpenStack
5 14 (3.71%) Tomcat
6 12 (3.18%) Apache Spark
6 12 (3.18%) Confluence
7 8 (2.12%) Cloud Foundry
7 8 (2.12%) CMS
8 7 (1.86%) Apache Solr
9 6 (1.59%) EPiServer
9 6 (1.59%) Sitecore CMS
10 4 (1.06%) JBoss
11 2 (0.53%) Drupal
11 2 (0.53%) Moodle
11 2 (0.53%) SharePoint
11 2 (0.53%) WebLogic
11 2 (0.53%) WordPress
12 1 (0.27%) Jetty
Business Applications
1 5 (1.33%) Dynamics NAV
2 1 (0.27%) Oracle EBS
Cloud Services
1 359 (95.23%) Amazon AWS
2 130 (34.48%) Amazon EC2
3 85 (22.55%) Amazon S3
4 76 (20.16%) Serverless
5 71 (18.83%) AWS Lambda
6 67 (17.77%) Microsoft Azure
7 43 (11.41%) Amazon CloudWatch
8 36 (9.55%) Amazon ELB
8 36 (9.55%) Virtual Private Cloud
9 30 (7.96%) IaaS
10 29 (7.69%) SaaS
11 27 (7.16%) Route 53
12 26 (6.90%) Amazon ElastiCache
12 26 (6.90%) PaaS
13 23 (6.10%) Amazon SQS
14 19 (5.04%) Amazon Kinesis
15 18 (4.77%) CloudFront
16 17 (4.51%) Google Cloud Platform
17 13 (3.45%) GitHub
18 10 (2.65%) Amazon EMR
Communications & Networking
1 26 (6.90%) Firewall
2 20 (5.31%) VPN
3 19 (5.04%) DNS
4 17 (4.51%) VLAN
5 12 (3.18%) DHCP
6 10 (2.65%) TCP/IP
7 7 (1.86%) HTTP
8 5 (1.33%) Network Security
9 4 (1.06%) Kerberos
9 4 (1.06%) LDAP
10 3 (0.80%) Internet
10 3 (0.80%) IPsec
10 3 (0.80%) LAN
11 2 (0.53%) Intrusion Detection
11 2 (0.53%) OpenVPN
11 2 (0.53%) Skype
11 2 (0.53%) SNMP
12 1 (0.27%) DAB
12 1 (0.27%) SMS
12 1 (0.27%) WAN
Database & Business Intelligence
1 76 (20.16%) Amazon RDS
2 60 (15.92%) MySQL
3 34 (9.02%) Big Data
4 26 (6.90%) Amazon DynamoDB
4 26 (6.90%) MongoDB
4 26 (6.90%) Redis
5 24 (6.37%) NoSQL
6 20 (5.31%) PostgreSQL
7 19 (5.04%) Amazon Redshift
7 19 (5.04%) SQL Server
8 18 (4.77%) Apache Cassandra
9 14 (3.71%) Hadoop
10 8 (2.12%) Relational Database
11 5 (1.33%) Neo4j
12 3 (0.80%) Apache Hive
12 3 (0.80%) HBase
12 3 (0.80%) MarkLogic
12 3 (0.80%) Oracle Database
12 3 (0.80%) Parquet
12 3 (0.80%) Presto
Development Applications
1 163 (43.24%) Jenkins
2 80 (21.22%) Git (software)
3 44 (11.67%) Atlassian Bamboo
4 35 (9.28%) TeamCity
5 24 (6.37%) Octopus Deploy
6 21 (5.57%) Maven
7 19 (5.04%) Vagrant
8 18 (4.77%) JIRA
9 14 (3.71%) GoCD
9 14 (3.71%) Gradle
10 13 (3.45%) Gatling
11 12 (3.18%) SonarQube
12 10 (2.65%) Bitbucket
12 10 (2.65%) Travis CI
13 9 (2.39%) Artifactory
13 9 (2.39%) Visual Studio Team System
14 7 (1.86%) Hudson
14 7 (1.86%) JMeter
14 7 (1.86%) JUnit
14 7 (1.86%) TestNG
General
1 43 (11.41%) Finance
2 34 (9.02%) Banking
3 11 (2.92%) Marketing
4 9 (2.39%) Manufacturing
5 8 (2.12%) Games
5 8 (2.12%) Retail
6 7 (1.86%) Back Office
6 7 (1.86%) Electronics
6 7 (1.86%) Telecoms
7 5 (1.33%) Legal
8 4 (1.06%) Advertising
8 4 (1.06%) Publishing
9 3 (0.80%) Digital Economy
Job Titles
1 208 (55.17%) DevOps Engineer
2 68 (18.04%) AWS DevOps
3 60 (15.92%) AWS Engineer
4 52 (13.79%) Cloud Engineer
5 48 (12.73%) AWS DevOps Engineer
6 36 (9.55%) Senior DevOps
7 32 (8.49%) Senior DevOps Engineer
8 24 (6.37%) Linux/Unix DevOps
9 22 (5.84%) Architect
9 22 (5.84%) Linux DevOps Engineer
9 22 (5.84%) Linux Engineer
10 19 (5.04%) Developer
11 18 (4.77%) Platform Engineer
12 17 (4.51%) Lead DevOps
13 15 (3.98%) Consultant
14 14 (3.71%) Head of DevOps
15 13 (3.45%) DevOps Consultant
15 13 (3.45%) Windows Engineer
16 12 (3.18%) Cloud Architect
17 11 (2.92%) Windows DevOps Engineer
Libraries, Frameworks & Software Standards
1 47 (12.47%) Web Services
2 43 (11.41%) Node.js
3 26 (6.90%) RESTful
4 25 (6.63%) Kafka
5 22 (5.84%) LAMP
6 17 (4.51%) .NET
7 14 (3.71%) Elastic Stack
8 12 (3.18%) JSON
8 12 (3.18%) REST
9 11 (2.92%) LEMP Stack
10 10 (2.65%) AngularJS
10 10 (2.65%) Dropwizard
10 10 (2.65%) Spring
11 9 (2.39%) Apache Flex
11 9 (2.39%) Memcached
11 9 (2.39%) RabbitMQ
12 8 (2.12%) CSS
12 8 (2.12%) React
13 7 (1.86%) Hibernate
13 7 (1.86%) HTML
Miscellaneous
1 31 (8.22%) Fintech
2 25 (6.63%) Data Centre
3 18 (4.77%) Computer Science
4 17 (4.51%) Greenfield Project
4 17 (4.51%) Mobile App
5 13 (3.45%) Linux Command Line
5 13 (3.45%) Public Cloud
6 12 (3.18%) PKI
7 10 (2.65%) User Experience
8 8 (2.12%) Virtual Team
9 6 (1.59%) Digital TV
9 6 (1.59%) Hybrid Cloud
10 5 (1.33%) BBC
10 5 (1.33%) STB
11 4 (1.06%) Analytical Skills
11 4 (1.06%) Client/Server
11 4 (1.06%) CMDB
12 3 (0.80%) Cloud Native
12 3 (0.80%) Hedge funds
12 3 (0.80%) Replication
Operating Systems
1 223 (59.15%) Linux
2 77 (20.42%) Windows
3 40 (10.61%) Unix
4 30 (7.96%) CentOS
5 29 (7.69%) Windows Server
6 22 (5.84%) Ubuntu
7 21 (5.57%) Red Hat Enterprise Linux
8 13 (3.45%) Debian
9 10 (2.65%) Android
10 9 (2.39%) Apple iOS
11 8 (2.12%) Amazon Linux
11 8 (2.12%) CoreOS
12 4 (1.06%) Windows Server 2012
13 1 (0.27%) DC/OS
13 1 (0.27%) Windows Server 2008
Processes & Methodologies
1 306 (81.17%) DevOps
2 113 (29.97%) Agile Software Development
3 111 (29.44%) Configuration Management
4 87 (23.08%) Continuous Integration
5 69 (18.30%) Microservices
6 49 (13.00%) Continuous Delivery
6 49 (13.00%) TDD
7 46 (12.20%) E-Commerce
8 42 (11.14%) Continuous Deployment
9 39 (10.34%) Test Automation
10 37 (9.81%) Open Source
11 33 (8.75%) Software Engineering
12 28 (7.43%) Auto-Scaling
13 27 (7.16%) Pair Programming
14 25 (6.63%) BDD
15 23 (6.10%) Continuous Improvement
16 22 (5.84%) Mentoring
17 21 (5.57%) Scrum
18 20 (5.31%) Migration
19 18 (4.77%) ITIL
Programming Languages
1 197 (52.25%) Python
2 113 (29.97%) Java
3 74 (19.63%) Ruby
4 70 (18.57%) Bash Shell
5 49 (13.00%) PowerShell
6 36 (9.55%) Perl
7 34 (9.02%) PHP
8 32 (8.49%) Go
9 31 (8.22%) SQL
10 22 (5.84%) JavaScript
11 11 (2.92%) C#
12 10 (2.65%) Scala
13 7 (1.86%) R
13 7 (1.86%) Shell Script
14 6 (1.59%) Clojure
15 5 (1.33%) C++
16 3 (0.80%) PL/SQL
16 3 (0.80%) XQuery
17 2 (0.53%) VBScript
18 1 (0.27%) VB.NET
Qualifications
1 20 (5.31%) AWS Certification
2 18 (4.77%) Degree
3 13 (3.45%) Computer Science Degree
4 5 (1.33%) Security Cleared
5 4 (1.06%) SC Cleared
6 1 (0.27%) Master's Degree
Quality Assurance & Compliance
1 20 (5.31%) QA
2 7 (1.86%) GCP
2 7 (1.86%) PCI DSS
3 4 (1.06%) GDPR
3 4 (1.06%) PMBOK
4 2 (0.53%) ISO/IEC 27001
System Software
1 170 (45.09%) Docker
2 24 (6.37%) Active Directory
3 10 (2.65%) VMware Infrastructure
4 8 (2.12%) Xen
5 7 (1.86%) LXC
6 6 (1.59%) Virtual Machines
7 5 (1.33%) Hyper-V
8 4 (1.06%) Varnish
9 2 (0.53%) etcd
9 2 (0.53%) flannel
9 2 (0.53%) VMware ESXi
10 1 (0.27%) VirtualBox
Systems Management
1 220 (58.36%) Ansible
2 188 (49.87%) Puppet
3 158 (41.91%) Opscode Chef
4 140 (37.14%) Terraform
5 87 (23.08%) Kubernetes
6 42 (11.14%) Packer
7 23 (6.10%) Nagios
8 21 (5.57%) Salt
9 15 (3.98%) Docker Swarm
10 13 (3.45%) Mesos
11 10 (2.65%) SCOM
12 9 (2.39%) Consul
13 6 (1.59%) HP SiteScope
13 6 (1.59%) Prometheus
14 5 (1.33%) Kibana
15 4 (1.06%) logstash
15 4 (1.06%) ZABBIX
16 3 (0.80%) ITRS Geneos
17 2 (0.53%) Check_MK
17 2 (0.53%) SCCM
Vendors
1 24 (6.37%) Microsoft
2 19 (5.04%) Red Hat
3 17 (4.51%) New Relic
4 15 (3.98%) Splunk
5 14 (3.71%) Google
6 11 (2.92%) VMware
7 10 (2.65%) hybris
8 9 (2.39%) Atlassian
9 7 (1.86%) AppDynamics
9 7 (1.86%) Oracle
9 7 (1.86%) SAP
10 6 (1.59%) PagerDuty
10 6 (1.59%) Sitecore
11 5 (1.33%) Arqiva
11 5 (1.33%) BT
11 5 (1.33%) Juniper
12 4 (1.06%) CheckPoint
12 4 (1.06%) Meraki
12 4 (1.06%) Salesforce.com
13 3 (0.80%) Trend Micro