Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for CloudFront skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited CloudFront over the 6 months to 19 October 2018 with a comparison to the same period in the previous 2 years.

Amazon CloudFront
UK > England
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 980 1089 1121
Rank change year-on-year +109 +32 +104
Permanent jobs citing CloudFront 137 71 89
As % of all permanent IT jobs advertised in England 0.089% 0.043% 0.049%
As % of the Cloud Services category 0.37% 0.24% 0.38%
Number of salaries quoted 112 59 80
England median annual salary £65,000 £70,000 £60,000
Median salary % change year-on-year -7.14% +16.67% +20.00%
10th Percentile £51,250 £46,250 £35,000
90th Percentile £85,875 £85,300 £85,250
UK median annual salary £65,000 £70,000 £60,000
% change year-on-year -7.14% +16.67% +20.00%

CloudFront 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 36,577 30,071 23,227
As % of all permanent IT jobs advertised in England 23.82% 18.34% 12.87%
Number of salaries quoted 29,725 24,962 19,623
England median annual salary £55,000 £52,500 £51,500
Median salary % change year-on-year +4.76% +1.94% +8.42%
10th Percentile £30,000 £28,000 £28,500
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £55,000 £51,000 £50,000
% change year-on-year +7.84% +2.00% +5.26%

CloudFront
Job Vacancy Trend in England

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

Job vacancy trend for CloudFront in England

CloudFront
Salary Trend in England

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

Salary trend for CloudFront in England

CloudFront
Salary Histogram in England

The salary distribution of IT jobs citing CloudFront in England over the 6 months to 19 October 2018.

Salary histogram for CloudFront in England

CloudFront
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CloudFront within the England region over the 6 months to 19 October 2018. 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 +79 104 £65,000 -7.14% 15
Midlands +36 23 £65,000 - 2
East Midlands +10 16 £65,000 - 1
West Midlands - 7 £60,000 - 1
South East +1 4 - - 1
East of England +27 3 - -
North of England +18 2 £45,750 +48.78% 3
Yorkshire +23 1 £50,000 -
North West +5 1 £41,500 +34.96% 3
South West -2 1 £90,000 +125.00% 1
CloudFront
UK

For the 6 months to 19 October 2018, IT jobs citing CloudFront 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 CloudFront.

1 137 (100.00%) Amazon AWS
2 90 (65.69%) Amazon EC2
3 81 (59.12%) Amazon S3
4 70 (51.09%) DevOps
5 69 (50.36%) Amazon RDS
6 64 (46.72%) Docker
6 64 (46.72%) Java
7 59 (43.07%) Serverless
8 56 (40.88%) Agile Software Development
9 55 (40.15%) Python
10 53 (38.69%) AWS Lambda
11 51 (37.23%) Terraform
12 50 (36.50%) Virtual Private Cloud
12 50 (36.50%) Finance
13 45 (32.85%) Jenkins
13 45 (32.85%) Node.js
13 45 (32.85%) Linux
14 43 (31.39%) MySQL
15 42 (30.66%) Elasticsearch
16 40 (29.20%) Ansible
17 39 (28.47%) Opscode Chef
18 37 (27.01%) AWS CloudFormation
18 37 (27.01%) TDD
19 36 (26.28%) Web Services
20 33 (24.09%) SQL
21 32 (23.36%) Puppet
22 31 (22.63%) Route 53
23 30 (21.90%) JavaScript
23 30 (21.90%) LDAP
23 30 (21.90%) Continuous Integration

CloudFront
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 42 (30.66%) Elasticsearch
2 26 (18.98%) CMS
3 19 (13.87%) nginx
4 18 (13.14%) Apache
4 18 (13.14%) WordPress
5 11 (8.03%) Drupal
6 10 (7.30%) JBoss
7 6 (4.38%) SharePoint
7 6 (4.38%) SharePoint 2013
7 6 (4.38%) Tomcat
8 5 (3.65%) Adobe Experience Manager
9 4 (2.92%) Apache Spark
10 3 (2.19%) Amazon Alexa
11 2 (1.46%) Confluence
12 1 (0.73%) Apache Solr
12 1 (0.73%) SAS
Applications
1 5 (3.65%) Microsoft Excel
1 5 (3.65%) Microsoft PowerPoint
2 4 (2.92%) Chatbot
3 3 (2.19%) Snapchat
Business Applications
1 6 (4.38%) Salesforce.com CRM
2 5 (3.65%) Remedy ITSM
Cloud Services
1 137 (100.00%) Amazon AWS
2 90 (65.69%) Amazon EC2
3 81 (59.12%) Amazon S3
4 59 (43.07%) Serverless
5 53 (38.69%) AWS Lambda
6 50 (36.50%) Virtual Private Cloud
7 37 (27.01%) AWS CloudFormation
8 31 (22.63%) Route 53
9 28 (20.44%) Amazon CloudWatch
10 26 (18.98%) AWS Elastic Beanstalk
11 22 (16.06%) Amazon ElastiCache
11 22 (16.06%) SaaS
12 17 (12.41%) Amazon ELB
13 16 (11.68%) Microsoft Azure
14 14 (10.22%) GitHub
15 12 (8.76%) Amazon SQS
16 10 (7.30%) IaaS
17 8 (5.84%) Amazon Kinesis
17 8 (5.84%) AWS CodePipeline
18 7 (5.11%) Siri
Communications & Networking
1 21 (15.33%) DNS
2 16 (11.68%) Internet
3 13 (9.49%) OpenLDAP
3 13 (9.49%) TCP/IP
4 10 (7.30%) HTTP
4 10 (7.30%) LAN
4 10 (7.30%) WAN
5 8 (5.84%) Firewall
6 7 (5.11%) DHCP
6 7 (5.11%) VPN
7 4 (2.92%) SNMP
8 3 (2.19%) IPsec
8 3 (2.19%) IPv4
8 3 (2.19%) IPv6
8 3 (2.19%) SSH
9 2 (1.46%) SSL
10 1 (0.73%) HTTPS
10 1 (0.73%) SMS
Database & Business Intelligence
1 69 (50.36%) Amazon RDS
2 43 (31.39%) MySQL
3 26 (18.98%) Amazon DynamoDB
4 17 (12.41%) NoSQL
4 17 (12.41%) SQL Server
5 15 (10.95%) Redis
6 13 (9.49%) MongoDB
6 13 (9.49%) PostgreSQL
6 13 (9.49%) Relational Database
7 12 (8.76%) Apache Cassandra
8 8 (5.84%) Big Data
8 8 (5.84%) Blockchain
9 4 (2.92%) Amazon Redshift
10 3 (2.19%) Hadoop
11 2 (1.46%) Amazon Aurora
12 1 (0.73%) Apache Hive
12 1 (0.73%) Data Warehouse
12 1 (0.73%) HBase
12 1 (0.73%) Impala
12 1 (0.73%) SQL Server Integration Services
Development Applications
1 45 (32.85%) Jenkins
2 19 (13.87%) Git (software)
3 13 (9.49%) Maven
4 10 (7.30%) PEAR
5 9 (6.57%) Bitbucket
5 9 (6.57%) Cucumber
6 7 (5.11%) Selenium
7 6 (4.38%) CircleCI
7 6 (4.38%) Karma Test Runner
7 6 (4.38%) Vagrant
8 5 (3.65%) JMeter
9 4 (2.92%) Atlassian Bamboo
9 4 (2.92%) JIRA
9 4 (2.92%) Mocha
9 4 (2.92%) Sonatype Nexus
9 4 (2.92%) Subversion
10 3 (2.19%) git-flow
10 3 (2.19%) TeamCity
11 2 (1.46%) PHPUnit
11 2 (1.46%) Xcode
General
1 50 (36.50%) Finance
2 12 (8.76%) Banking
3 11 (8.03%) Retail
4 10 (7.30%) Publishing
5 8 (5.84%) Games
6 3 (2.19%) Military
7 1 (0.73%) Automotive
7 1 (0.73%) Back Office
7 1 (0.73%) Investment Banking
7 1 (0.73%) Law
7 1 (0.73%) Legal
7 1 (0.73%) Marketing
7 1 (0.73%) Telecoms
Job Titles
1 46 (33.58%) DevOps Engineer
2 44 (32.12%) Developer
3 24 (17.52%) AWS Engineer
4 22 (16.06%) Senior DevOps
4 22 (16.06%) Senior DevOps Engineer
5 21 (15.33%) AWS DevOps Engineer
6 15 (10.95%) AWS DevOps
7 14 (10.22%) Senior Developer
7 14 (10.22%) Software Engineer
8 13 (9.49%) Java Developer
9 10 (7.30%) Lead DevOps
9 10 (7.30%) Lead DevOps Engineer
10 9 (6.57%) 3rd Line Engineer
10 9 (6.57%) PHP Developer
11 8 (5.84%) Unix Engineer
12 7 (5.11%) Infrastructure Engineer
12 7 (5.11%) Support Engineer
12 7 (5.11%) Systems Engineer
12 7 (5.11%) Unix Support
12 7 (5.11%) Unix Support Engineer
Libraries, Frameworks & Software Standards
1 45 (32.85%) Node.js
2 36 (26.28%) Web Services
3 30 (21.90%) LDAP
4 28 (20.44%) AngularJS
5 21 (15.33%) CSS
6 19 (13.87%) React
7 18 (13.14%) HTML
8 16 (11.68%) REST
9 11 (8.03%) HTML5
9 11 (8.03%) Sass
10 10 (7.30%) SAML
10 10 (7.30%) Spring
11 8 (5.84%) Redux
12 7 (5.11%) Elastic Stack
13 5 (3.65%) Express
13 5 (3.65%) Jest
13 5 (3.65%) Lucene
13 5 (3.65%) OAuth
13 5 (3.65%) OSGi
13 5 (3.65%) Swagger
Miscellaneous
1 16 (11.68%) Fintech
2 15 (10.95%) Computer Science
3 14 (10.22%) Private Cloud
4 10 (7.30%) Greenfield Project
4 10 (7.30%) Management Information System
5 9 (6.57%) Algorithms
5 9 (6.57%) Data Centre
5 9 (6.57%) Data Structures
5 9 (6.57%) Enterprise Software
6 8 (5.84%) Derivative
7 4 (2.92%) Augmented Reality
7 4 (2.92%) Equities
7 4 (2.92%) Linux Command Line
8 3 (2.19%) Digital Media
8 3 (2.19%) Hedge funds
8 3 (2.19%) Life Science
8 3 (2.19%) Market Risk
9 2 (1.46%) Mobile Games
9 2 (1.46%) Public Cloud
9 2 (1.46%) User Experience
Operating Systems
1 45 (32.85%) Linux
2 27 (19.71%) Unix
3 26 (18.98%) Windows
4 21 (15.33%) CentOS
5 10 (7.30%) Solaris
6 8 (5.84%) Windows Server
7 5 (3.65%) Red Hat Enterprise Linux
8 3 (2.19%) Android
9 2 (1.46%) Ubuntu
10 1 (0.73%) Debian
Processes & Methodologies
1 70 (51.09%) DevOps
2 56 (40.88%) Agile Software Development
3 37 (27.01%) TDD
4 30 (21.90%) Continuous Integration
5 29 (21.17%) Scrum
6 26 (18.98%) Configuration Management
6 26 (18.98%) High Availability
7 24 (17.52%) Continuous Delivery
8 22 (16.06%) BDD
8 22 (16.06%) Software Engineering
8 22 (16.06%) Test Automation
9 21 (15.33%) Microservices
10 19 (13.87%) Infrastructure Engineering
11 15 (10.95%) Line Management
12 14 (10.22%) Change Management
12 14 (10.22%) Strategic Planning
13 13 (9.49%) Requirements Analysis
14 12 (8.76%) CRM
14 12 (8.76%) Load Balancing
15 11 (8.03%) ITIL
Programming Languages
1 64 (46.72%) Java
2 55 (40.15%) Python
3 33 (24.09%) SQL
4 30 (21.90%) JavaScript
5 23 (16.79%) PHP
6 21 (15.33%) Ruby
7 18 (13.14%) Kotlin
8 17 (12.41%) TypeScript
9 16 (11.68%) Bash Shell
9 16 (11.68%) Go
9 16 (11.68%) Java 8
10 10 (7.30%) PowerShell
11 8 (5.84%) C#
12 6 (4.38%) C++
12 6 (4.38%) Elixir
12 6 (4.38%) Erlang
13 4 (2.92%) ES7
13 4 (2.92%) Shell Script
14 3 (2.19%) ES6
14 3 (2.19%) PHP 7
Qualifications
1 18 (13.14%) Degree
2 12 (8.76%) AWS Certification
3 8 (5.84%) Computer Science Degree
3 8 (5.84%) Master's Degree
4 5 (3.65%) ISEB
5 1 (0.73%) CCNA
5 1 (0.73%) Cisco Certification
5 1 (0.73%) MCSA
5 1 (0.73%) Microsoft Certification
Quality Assurance & Compliance
1 6 (4.38%) GDPR
2 1 (0.73%) ISO/IEC 27001
2 1 (0.73%) SLA
System Software
1 64 (46.72%) Docker
2 14 (10.22%) VMware Infrastructure
3 6 (4.38%) Active Directory
3 6 (4.38%) Virtual Machines
4 5 (3.65%) Varnish
5 4 (2.92%) VMware Server
6 1 (0.73%) Apache Flume
6 1 (0.73%) Apache ZooKeeper
6 1 (0.73%) Hyper-V
6 1 (0.73%) Virtual Servers
6 1 (0.73%) vSphere
Systems Management
1 51 (37.23%) Terraform
2 40 (29.20%) Ansible
3 39 (28.47%) Opscode Chef
4 32 (23.36%) Puppet
5 17 (12.41%) Kubernetes
6 13 (9.49%) ZABBIX
7 11 (8.03%) Single Sign-On
8 10 (7.30%) Mesos
8 10 (7.30%) SCOM
9 9 (6.57%) EMC NetWorker
10 6 (4.38%) rkt
10 6 (4.38%) Salt
11 5 (3.65%) Nagios
11 5 (3.65%) Packer
12 4 (2.92%) Docker Swarm
12 4 (2.92%) Hadoop YARN
12 4 (2.92%) Rancher
12 4 (2.92%) Rundeck
13 2 (1.46%) cPanel
14 1 (0.73%) logstash
Vendors
1 19 (13.87%) New Relic
2 17 (12.41%) Red Hat
3 16 (11.68%) Microsoft
3 16 (11.68%) Oracle
4 14 (10.22%) VMware
5 11 (8.03%) Cisco
6 10 (7.30%) Apple
6 10 (7.30%) EMC
6 10 (7.30%) McAfee
6 10 (7.30%) SolarWinds
7 7 (5.11%) IBM
7 7 (5.11%) SaltStack
8 6 (4.38%) Salesforce.com
9 5 (3.65%) Adobe
9 5 (3.65%) PagerDuty
9 5 (3.65%) Remedy
9 5 (3.65%) Zend
10 4 (2.92%) Google
11 3 (2.19%) Facebook
11 3 (2.19%) Nintex