The following table provides summary statistics for permanent job vacancies with a requirement for CloudFront skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited CloudFront over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Amazon CloudFront
UK
Rank 833 890 918
Rank change year-on-year +57 +28  
Permanent jobs citing CloudFront 24 58 41
As % of all permanent IT jobs advertised in the UK 0.028% 0.056% 0.039%
As % of the Cloud Services category 0.19% 0.50% 0.47%
Number of salaries quoted 22 52 31
Median salary £65,000 £45,000 £50,000
Median salary % change year-on-year +44.44% -10.00%  
90% offered a salary of more than £42,750 £40,000 £40,000
10% offered a salary of more than £88,800 £85,000 £67,500
UK excluding London median salary £45,000 £43,750 £46,250
% change year-on-year +2.85% -5.40%  

CloudFront is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

Cloud Computing Skills
UK
Permanent job vacancies with a requirement for cloud computing skills 12417 11530 8782
As % of all permanent IT job vacancies advertised in the UK 14.61% 11.20% 8.31%
Number of salaries quoted 10343 9665 6981
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £45,000

CloudFront
Job Vacancy Trend

The job posting trend of jobs advertised citing CloudFront as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

Job vacancy trend for CloudFront in the UK

CloudFront
Salary Trend

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

Salary trend for CloudFront in the UK

CloudFront
Salary Histogram

The salary distribution of IT jobs citing CloudFront over the 3 months to 24 March 2017.

Salary histogram for CloudFront in the UK

CloudFront
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing CloudFront within the UK over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +63 21 £67,500 +50.00% 6
London +54 15 £70,000 +12.00% 4
South East +62 3 £90,000 +50.00%
West Midlands +17 2 £45,000 +5.88%
Berkshire - 2 £95,000 -
Worcestershire - 2 £45,000 -
Worcester - 2 £45,000 -
City of London +44 1 £52,500 -38.23%
Yorkshire +13 1 - - 1
Milton Keynes - 1 £21,000 -
Leeds - 1 - - 1
West Yorkshire - 1 - - 1
Buckinghamshire - 1 £21,000 -
Scotland - 1 - -

CloudFront
Top 30 Related IT Skills

For the 6 months to 24 March 2017, IT jobs citing CloudFront also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for CloudFront.

1 54 (96.43%) Amazon AWS
2 33 (58.93%) Web Services
3 32 (57.14%) Amazon EC2
3 32 (57.14%) Amazon RDS
4 28 (50.00%) JavaScript
5 27 (48.21%) SQL
5 27 (48.21%) Linux
5 27 (48.21%) Amazon S3
6 25 (44.64%) CSS
6 25 (44.64%) MySQL
7 23 (41.07%) HTML
8 22 (39.29%) Java
9 21 (37.50%) Git (software)
9 21 (37.50%) Jenkins
9 21 (37.50%) REST
9 21 (37.50%) Amazon ELB
10 20 (35.71%) jQuery
11 19 (33.93%) E-Commerce
12 18 (32.14%) SQL Server
13 17 (30.36%) Python
13 17 (30.36%) Retail
14 16 (28.57%) Agile Software Development
14 16 (28.57%) Virtual Private Cloud
14 16 (28.57%) Amazon CloudWatch
15 15 (26.79%) AWS CloudFormation
16 14 (25.00%) DevOps
16 14 (25.00%) Windows
16 14 (25.00%) Route 53
17 13 (23.21%) Amazon SQS
17 13 (23.21%) Puppet

CloudFront
Top Related IT Skills 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 12 (21.43%) Elasticsearch
2 7 (12.50%) IIS
3 6 (10.71%) Apache
4 5 (8.93%) nginx
5 4 (7.14%) Apache Qpid
5 4 (7.14%) Confluence
5 4 (7.14%) Lightstreamer
5 4 (7.14%) WebORB
6 2 (3.57%) MS Exchange
6 2 (3.57%) SharePoint
6 2 (3.57%) Skype for Business
6 2 (3.57%) Tomcat
6 2 (3.57%) WordPress
7 1 (1.79%) Adobe Experience Manager
7 1 (1.79%) EPiServer
7 1 (1.79%) OpenStack
7 1 (1.79%) Umbraco
Applications
1 8 (14.29%) MS Excel
2 4 (7.14%) MS PowerPoint
Business Applications
1 2 (3.57%) SAP ERP
Cloud Services
1 54 (96.43%) Amazon AWS
2 32 (57.14%) Amazon EC2
3 27 (48.21%) Amazon S3
4 21 (37.50%) Amazon ELB
5 16 (28.57%) Amazon CloudWatch
5 16 (28.57%) Virtual Private Cloud
6 15 (26.79%) AWS CloudFormation
7 14 (25.00%) Route 53
8 13 (23.21%) Amazon SQS
9 9 (16.07%) Microsoft Azure
10 8 (14.29%) AWS Elastic Beanstalk
11 7 (12.50%) AWS Lambda
12 6 (10.71%) Amazon ElastiCache
13 5 (8.93%) AWS CloudTrail
13 5 (8.93%) Google Cloud Platform
14 4 (7.14%) Amazon Kinesis
15 3 (5.36%) G Suite
15 3 (5.36%) Office 365
15 3 (5.36%) SaaS
16 2 (3.57%) Amazon Glacier
Communications & Networking
1 7 (12.50%) Firewall
2 6 (10.71%) TCP/IP
3 5 (8.93%) Internet
4 4 (7.14%) SSL
4 4 (7.14%) VPN
5 3 (5.36%) IPsec
6 2 (3.57%) HTTP
6 2 (3.57%) Kerberos
6 2 (3.57%) LAN
6 2 (3.57%) WAN
7 1 (1.79%) Intrusion Detection
7 1 (1.79%) MQTT
7 1 (1.79%) NFC
7 1 (1.79%) Reverse Proxy
7 1 (1.79%) SMS
7 1 (1.79%) Wi-Fi
Database & Business Intelligence
1 32 (57.14%) Amazon RDS
2 25 (44.64%) MySQL
3 18 (32.14%) SQL Server
4 8 (14.29%) Amazon DynamoDB
4 8 (14.29%) MongoDB
4 8 (14.29%) NoSQL
5 5 (8.93%) Amazon Redshift
5 5 (8.93%) Text Mining
6 4 (7.14%) Oracle Database
6 4 (7.14%) PostgreSQL
6 4 (7.14%) SQL Server Integration Services
7 3 (5.36%) InfluxDB
7 3 (5.36%) Redis
8 2 (3.57%) Apache Cassandra
8 2 (3.57%) Big Data
8 2 (3.57%) Data Warehouse
8 2 (3.57%) SimpleDB
9 1 (1.79%) Hadoop
9 1 (1.79%) Relational Database
Development Applications
1 21 (37.50%) Git (software)
1 21 (37.50%) Jenkins
2 5 (8.93%) Mocha
2 5 (8.93%) TestNG
3 4 (7.14%) Eclipse
3 4 (7.14%) JIRA
3 4 (7.14%) Maven
3 4 (7.14%) Selenium
3 4 (7.14%) Visual Studio
4 3 (5.36%) GoCD
5 2 (3.57%) Apache Archiva
5 2 (3.57%) Artifactory
5 2 (3.57%) Grunt
5 2 (3.57%) TeamCity
5 2 (3.57%) Vagrant
6 1 (1.79%) MSTest
6 1 (1.79%) NUnit
6 1 (1.79%) RSpec
6 1 (1.79%) Subversion
6 1 (1.79%) Team Foundation Server
General
1 17 (30.36%) Retail
2 6 (10.71%) Finance
3 3 (5.36%) Marketing
4 1 (1.79%) Advertising
4 1 (1.79%) Manufacturing
4 1 (1.79%) Multimedia
4 1 (1.79%) Publishing
4 1 (1.79%) Telecoms
Job Titles
1 17 (30.36%) Developer
2 12 (21.43%) Software Engineer
3 10 (17.86%) Python Software Engineer
3 10 (17.86%) Senior Software Engineer
4 8 (14.29%) Cloud Engineer
4 8 (14.29%) Senior Developer
5 6 (10.71%) AWS Engineer
5 6 (10.71%) JavaScript Developer
6 5 (8.93%) Architect
6 5 (8.93%) DevOps Engineer
6 5 (8.93%) Senior Architect
6 5 (8.93%) Senior JavaScript Developer
6 5 (8.93%) Senior Technical Architect
6 5 (8.93%) Technical Architect
6 5 (8.93%) Technical Developer
7 4 (7.14%) Applications Support
7 4 (7.14%) Java Developer
8 3 (5.36%) Administrator
8 3 (5.36%) Consultant
8 3 (5.36%) Systems Administrator
Libraries, Frameworks & Software Standards
1 33 (58.93%) Web Services
2 25 (44.64%) CSS
3 23 (41.07%) HTML
4 21 (37.50%) REST
5 20 (35.71%) jQuery
6 10 (17.86%) AngularJS
6 10 (17.86%) Spring
6 10 (17.86%) Spring Boot
7 8 (14.29%) Node.js
8 7 (12.50%) CSS3
8 7 (12.50%) RESTful
9 6 (10.71%) JSON
9 6 (10.71%) XML
10 5 (8.93%) HTML5
10 5 (8.93%) PhoneGap
10 5 (8.93%) SOAP
11 4 (7.14%) .NET
11 4 (7.14%) FpML
11 4 (7.14%) Kafka
11 4 (7.14%) RabbitMQ
Miscellaneous
1 7 (12.50%) Linux Command Line
2 6 (10.71%) Computer Science
2 6 (10.71%) Mobile App
3 4 (7.14%) Enterprise Software
4 3 (5.36%) Data Centre
5 2 (3.57%) Analytical Skills
5 2 (3.57%) Replication
5 2 (3.57%) User Experience
6 1 (1.79%) Blog
6 1 (1.79%) Client/Server
6 1 (1.79%) Distributed Denial-of-Service
6 1 (1.79%) Fintech
6 1 (1.79%) Internet of Things
6 1 (1.79%) iPad
6 1 (1.79%) Streaming Video
Operating Systems
1 27 (48.21%) Linux
2 14 (25.00%) Windows
3 5 (8.93%) Windows Server
4 3 (5.36%) VMS
4 3 (5.36%) Windows Server 2012
5 2 (3.57%) Apple iOS
5 2 (3.57%) Windows Server 2003
6 1 (1.79%) Android
6 1 (1.79%) Red Hat Enterprise Linux
6 1 (1.79%) Ubuntu
6 1 (1.79%) Unix
Processes & Methodologies
1 19 (33.93%) E-Commerce
2 16 (28.57%) Agile Software Development
3 14 (25.00%) DevOps
4 13 (23.21%) MVC
4 13 (23.21%) Software Engineering
5 10 (17.86%) OOP
5 10 (17.86%) System Testing
6 8 (14.29%) Analytics
7 7 (12.50%) Auto-Scaling
8 6 (10.71%) Continuous Integration
8 6 (10.71%) Machine Learning
9 5 (8.93%) Artificial Intelligence
9 5 (8.93%) Configuration Management
9 5 (8.93%) High Availability
9 5 (8.93%) Scrum
9 5 (8.93%) SOA
9 5 (8.93%) Software Architecture
9 5 (8.93%) Web Analytics
10 4 (7.14%) Defensive Programming
10 4 (7.14%) Vulnerability Assessment
Programming Languages
1 28 (50.00%) JavaScript
2 27 (48.21%) SQL
3 22 (39.29%) Java
4 17 (30.36%) Python
5 8 (14.29%) Bash Shell
6 7 (12.50%) C#
7 6 (10.71%) PowerShell
8 5 (8.93%) C++
9 4 (7.14%) PHP
9 4 (7.14%) Ruby
9 4 (7.14%) Scala
10 3 (5.36%) Jython
10 3 (5.36%) Perl
11 1 (1.79%) C
11 1 (1.79%) ES6
11 1 (1.79%) Go
11 1 (1.79%) Objective-C
11 1 (1.79%) PHP 5
Qualifications
1 13 (23.21%) Degree
2 5 (8.93%) AWS Certification
3 4 (7.14%) CCNA
3 4 (7.14%) Cisco Certification
3 4 (7.14%) Microsoft Certification
4 3 (5.36%) CISM
4 3 (5.36%) CISSP
5 2 (3.57%) CCNP
5 2 (3.57%) CISA
5 2 (3.57%) MCSA
6 1 (1.79%) MCSD
6 1 (1.79%) MCSE
6 1 (1.79%) Oracle Certification
Quality Assurance & Compliance
1 4 (7.14%) ISO20022
2 3 (5.36%) ISO/IEC 27001
2 3 (5.36%) PCI DSS
3 2 (3.57%) GCP
3 2 (3.57%) QA
System Software
1 6 (10.71%) VMware Infrastructure
1 6 (10.71%) Xen
2 5 (8.93%) Docker
3 4 (7.14%) Active Directory
4 2 (3.57%) Hyper-V
4 2 (3.57%) vSphere
Systems Management
1 13 (23.21%) Puppet
2 9 (16.07%) Ansible
3 8 (14.29%) Opscode Chef
4 6 (10.71%) Graphite
4 6 (10.71%) Kibana
4 6 (10.71%) Nagios
5 3 (5.36%) Fluentd
5 3 (5.36%) Grafana
5 3 (5.36%) HAProxy
5 3 (5.36%) Kubernetes
5 3 (5.36%) logstash
5 3 (5.36%) StatsD
Vendors
1 10 (17.86%) VMware
2 8 (14.29%) Microsoft
3 7 (12.50%) Oracle
4 4 (7.14%) Demandware
4 4 (7.14%) Google
4 4 (7.14%) SAP
5 2 (3.57%) Dell
5 2 (3.57%) New Relic
5 2 (3.57%) Veeam
6 1 (1.79%) Adobe
6 1 (1.79%) Interwoven
6 1 (1.79%) Xamarin
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