Period
to 21 February 2018

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 6 months to 21 February 2018 with a comparison to the same period in the previous 2 years.

Amazon CloudFront
UK
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 1065 1130 1157
Rank change year-on-year +65 +27 +64
Permanent jobs citing CloudFront 123 57 121
As % of all permanent IT jobs advertised in the UK 0.070% 0.032% 0.058%
As % of the Cloud Services category 0.34% 0.23% 0.56%
Number of salaries quoted 114 44 122
UK median annual salary £55,000 £45,000 £50,000
Median salary % change year-on-year +22.22% -10.00% -4.76%
10th Percentile £42,500 £31,250 £37,500
90th Percentile £81,750 £82,750 £92,500
UK excluding London median annual salary £55,000 £42,500 £48,750
% change year-on-year +29.41% -12.82% -4.88%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 36,425 24,506 21,562
As % of all permanent IT jobs advertised in the UK 20.66% 13.93% 10.35%
Number of salaries quoted 30,183 20,551 18,149
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,250 £28,000 £27,500
90th Percentile £82,500 £80,000 £78,750
UK excluding London median annual salary £45,000 £45,000 £44,750
% change year-on-year - +0.56% +5.29%

CloudFront
Job Vacancy Trend

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

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 6 months to 21 February 2018.

Salary histogram for CloudFront in the UK

CloudFront
Top 12 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 6 months to 21 February 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
England +78 120 £55,000 +18.92% 22
London +56 85 £55,000 -8.33% 10
UK excluding London +23 38 £55,000 +29.41% 14
South East +23 18 £60,000 +185.71% 1
Midlands +17 11 £45,000 +5.88% 3
East Midlands +7 10 £52,500 +23.53% 1
East of England -3 4 £60,000 +41.18% 1
Scotland -39 3 £42,500 - 1
North of England +1 1 £40,000 -5.88% 7
West Midlands -13 1 £45,000 - 2
South West - 1 £45,000 -
Yorkshire - 1 £40,000 - 4

For the 6 months to 21 February 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 with a requirement for CloudFront.

1 122 (99.19%) Amazon AWS
2 96 (78.05%) Amazon S3
3 91 (73.98%) Amazon EC2
4 55 (44.72%) Agile Software Development
4 55 (44.72%) DevOps
5 51 (41.46%) Node.js
6 47 (38.21%) Web Services
7 46 (37.40%) Linux
7 46 (37.40%) Amazon RDS
8 45 (36.59%) Docker
9 43 (34.96%) JavaScript
10 42 (34.15%) Route 53
11 40 (32.52%) Virtual Private Cloud
12 39 (31.71%) AWS Elastic Beanstalk
12 39 (31.71%) Jenkins
13 38 (30.89%) HTML
13 38 (30.89%) Python
14 35 (28.46%) MySQL
14 35 (28.46%) AngularJS
15 33 (26.83%) HTML5
16 32 (26.02%) Java
16 32 (26.02%) CSS
16 32 (26.02%) Amazon DynamoDB
17 29 (23.58%) Serverless
17 29 (23.58%) MongoDB
18 28 (22.76%) Sass
18 28 (22.76%) AWS CloudFormation
18 28 (22.76%) AWS Lambda
19 27 (21.95%) PHP
20 26 (21.14%) GitHub

CloudFront
Co-occurring 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 26 (21.14%) Elasticsearch
2 19 (15.45%) nginx
3 10 (8.13%) Apache
3 10 (8.13%) Drupal
4 8 (6.50%) Apache Spark
4 8 (6.50%) WordPress
5 7 (5.69%) IIS
5 7 (5.69%) Jetty
6 6 (4.88%) CMS
7 5 (4.07%) Tomcat
8 3 (2.44%) Exchange Server 2013
8 3 (2.44%) MS Exchange
8 3 (2.44%) SharePoint
9 2 (1.63%) JBoss
10 1 (0.81%) Adobe Experience Manager
10 1 (0.81%) Apache Solr
10 1 (0.81%) Confluence
10 1 (0.81%) SAS
10 1 (0.81%) WebLogic
Applications
1 1 (0.81%) Chatbot
1 1 (0.81%) HipChat
Cloud Services
1 122 (99.19%) Amazon AWS
2 96 (78.05%) Amazon S3
3 91 (73.98%) Amazon EC2
4 42 (34.15%) Route 53
5 40 (32.52%) Virtual Private Cloud
6 39 (31.71%) AWS Elastic Beanstalk
7 29 (23.58%) Serverless
8 28 (22.76%) AWS CloudFormation
8 28 (22.76%) AWS Lambda
9 26 (21.14%) GitHub
10 17 (13.82%) Slack
11 15 (12.20%) Amazon ElastiCache
11 15 (12.20%) Amazon SQS
12 12 (9.76%) Amazon CloudWatch
13 11 (8.94%) AWS CloudTrail
14 10 (8.13%) Microsoft Azure
15 9 (7.32%) Amazon Kinesis
15 9 (7.32%) Azure Active Directory
16 8 (6.50%) Amazon ELB
16 8 (6.50%) SaaS
Communications & Networking
1 20 (16.26%) DNS
2 13 (10.57%) HTTP
3 9 (7.32%) DHCP
4 7 (5.69%) TCP/IP
5 5 (4.07%) OpenLDAP
5 5 (4.07%) VoIP
5 5 (4.07%) WAN
6 4 (3.25%) Firewall
7 3 (2.44%) Skype
7 3 (2.44%) VLAN
8 2 (1.63%) LAN
8 2 (1.63%) SSL
9 1 (0.81%) Software-Defined Networking
9 1 (0.81%) VPN
Database & Business Intelligence
1 46 (37.40%) Amazon RDS
2 35 (28.46%) MySQL
3 32 (26.02%) Amazon DynamoDB
4 29 (23.58%) MongoDB
5 18 (14.63%) PostgreSQL
5 18 (14.63%) SQL Server
6 13 (10.57%) Relational Database
7 10 (8.13%) Apache Cassandra
8 9 (7.32%) Big Data
8 9 (7.32%) RethinkDB
9 6 (4.88%) Blockchain
9 6 (4.88%) Redis
10 4 (3.25%) NoSQL
11 3 (2.44%) Amazon Aurora
11 3 (2.44%) Apache Hive
11 3 (2.44%) Hadoop
12 2 (1.63%) SQL Server 2008
13 1 (0.81%) HBase
13 1 (0.81%) Oracle Database
13 1 (0.81%) SQL Server Integration Services
Development Applications
1 39 (31.71%) Jenkins
2 25 (20.33%) Git (software)
3 17 (13.82%) CircleCI
4 13 (10.57%) JIRA
5 9 (7.32%) Karma Test Runner
5 9 (7.32%) Protractor
5 9 (7.32%) Travis CI
6 8 (6.50%) Bitbucket
6 8 (6.50%) Gradle
7 6 (4.88%) TeamCity
8 5 (4.07%) Subversion
9 4 (3.25%) Mocha
10 3 (2.44%) Maven
10 3 (2.44%) Octopus Deploy
10 3 (2.44%) webpack
11 2 (1.63%) Apache Archiva
11 2 (1.63%) Artifactory
11 2 (1.63%) Atlassian Bamboo
11 2 (1.63%) Codeship
11 2 (1.63%) Liquibase
General
1 18 (14.63%) Finance
2 11 (8.94%) Marketing
3 9 (7.32%) Banking
4 8 (6.50%) Retail
5 5 (4.07%) Telecoms
6 4 (3.25%) Advertising
7 3 (2.44%) Games
8 2 (1.63%) Automotive
8 2 (1.63%) Legal
9 1 (0.81%) Publishing
Job Titles
1 50 (40.65%) Developer
2 39 (31.71%) DevOps Engineer
3 18 (14.63%) Web Developer
4 17 (13.82%) Senior Developer
5 16 (13.01%) AWS DevOps
6 15 (12.20%) AWS Engineer
7 13 (10.57%) AWS DevOps Engineer
8 11 (8.94%) Senior Web Developer
9 9 (7.32%) Angular Developer
10 8 (6.50%) Architect
10 8 (6.50%) Software Engineer
11 7 (5.69%) Cloud Architect
11 7 (5.69%) Front End Developer (Client-Side Developer)
11 7 (5.69%) Front End Web Developer (Client-Side Developer)
11 7 (5.69%) IT Engineer
11 7 (5.69%) Java Developer
12 5 (4.07%) .NET Developer
12 5 (4.07%) C# .NET Developer
12 5 (4.07%) C# Developer
12 5 (4.07%) DevOps Systems Engineer
Libraries, Frameworks & Software Standards
1 51 (41.46%) Node.js
2 47 (38.21%) Web Services
3 38 (30.89%) HTML
4 35 (28.46%) AngularJS
5 33 (26.83%) HTML5
6 32 (26.02%) CSS
7 28 (22.76%) Sass
8 20 (16.26%) RESTful
9 15 (12.20%) React
10 12 (9.76%) .NET
10 12 (9.76%) Angular 2
10 12 (9.76%) CSS3
10 12 (9.76%) RabbitMQ
11 11 (8.94%) JSON
12 9 (7.32%) React Native
12 9 (7.32%) REST
12 9 (7.32%) SOAP
12 9 (7.32%) XML
13 8 (6.50%) Spring
14 7 (5.69%) Ionic Framework
Miscellaneous
1 13 (10.57%) Linux Command Line
2 11 (8.94%) Computer Science
3 10 (8.13%) Analytical Skills
4 9 (7.32%) Fintech
4 9 (7.32%) W3C
5 8 (6.50%) Algorithms
6 6 (4.88%) Derivative
7 5 (4.07%) Equities
7 5 (4.07%) Public Cloud
8 3 (2.44%) Foreign Exchange (FX)
8 3 (2.44%) User Experience
9 2 (1.63%) Digital Media
9 2 (1.63%) Greenfield Project
9 2 (1.63%) Replication
10 1 (0.81%) Cloud Native
10 1 (0.81%) Data Centre
10 1 (0.81%) Data Structures
10 1 (0.81%) iPhone
10 1 (0.81%) Market Risk
10 1 (0.81%) Video on Demand
Operating Systems
1 46 (37.40%) Linux
2 12 (9.76%) Windows
3 11 (8.94%) Windows Server
4 10 (8.13%) Ubuntu
5 9 (7.32%) Unix
6 7 (5.69%) CentOS
7 3 (2.44%) Amazon Linux
7 3 (2.44%) Debian
7 3 (2.44%) Windows 7
7 3 (2.44%) Windows 8
7 3 (2.44%) Windows Server 2008
7 3 (2.44%) Windows Server 2012
8 1 (0.81%) Android
8 1 (0.81%) Apple iOS
Processes & Methodologies
1 55 (44.72%) Agile Software Development
1 55 (44.72%) DevOps
2 23 (18.70%) Continuous Integration
3 21 (17.07%) Scrum
3 21 (17.07%) Software Engineering
3 21 (17.07%) TDD
4 19 (15.45%) Web Development
5 18 (14.63%) BDD
6 13 (10.57%) Disaster Recovery
7 12 (9.76%) Data Protection
7 12 (9.76%) Microservices
7 12 (9.76%) OO
8 11 (8.94%) E-Commerce
8 11 (8.94%) Test Automation
8 11 (8.94%) Workflow
9 10 (8.13%) Prototyping
10 9 (7.32%) Creative Problem-Solving
10 9 (7.32%) Cross-Browser Compatibility
10 9 (7.32%) Kanban
10 9 (7.32%) Rapid Prototyping
Programming Languages
1 43 (34.96%) JavaScript
2 38 (30.89%) Python
3 32 (26.02%) Java
4 27 (21.95%) PHP
5 23 (18.70%) SQL
6 19 (15.45%) PowerShell
6 19 (15.45%) Ruby
7 18 (14.63%) TypeScript
8 17 (13.82%) Scala
9 15 (12.20%) Bash Shell
10 12 (9.76%) ES6
11 7 (5.69%) C#
11 7 (5.69%) R
12 4 (3.25%) Perl
13 3 (2.44%) VBScript
14 2 (1.63%) Elixir
14 2 (1.63%) Go
14 2 (1.63%) GraphQL
14 2 (1.63%) Shell Script
14 2 (1.63%) T-SQL
Qualifications
1 18 (14.63%) Degree
2 3 (2.44%) Computer Science Degree
3 2 (1.63%) RHCE
4 1 (0.81%) Master's Degree
Quality Assurance & Compliance
1 9 (7.32%) WAI
2 4 (3.25%) QA
3 3 (2.44%) ISO/IEC 27001
3 3 (2.44%) PCI DSS
System Software
1 45 (36.59%) Docker
2 9 (7.32%) Active Directory
2 9 (7.32%) VMware Infrastructure
3 6 (4.88%) Virtual Machines
4 3 (2.44%) Hyper-V
4 3 (2.44%) VMware ESXi
5 2 (1.63%) HDFS
6 1 (0.81%) Apache Flume
6 1 (0.81%) Xen
Systems Management
1 26 (21.14%) Terraform
2 23 (18.70%) Puppet
3 19 (15.45%) Opscode Chef
4 18 (14.63%) Ansible
5 6 (4.88%) Kubernetes
5 6 (4.88%) SCCM
6 5 (4.07%) ZABBIX
7 3 (2.44%) Docker Swarm
7 3 (2.44%) Packer
7 3 (2.44%) SCOM
7 3 (2.44%) Single Sign-On
7 3 (2.44%) WSUS
8 2 (1.63%) Consul
8 2 (1.63%) Nagios
9 1 (0.81%) Graphite
9 1 (0.81%) Kibana
9 1 (0.81%) logstash
Vendors
1 12 (9.76%) VMware
2 8 (6.50%) Microsoft
3 6 (4.88%) Databricks
4 5 (4.07%) Oracle
4 5 (4.07%) ServiceNow
5 4 (3.25%) New Relic
6 3 (2.44%) Atlassian
6 3 (2.44%) Google
7 2 (1.63%) Apiary
7 2 (1.63%) Ogone
7 2 (1.63%) PayPal
7 2 (1.63%) Percona
8 1 (0.81%) Adobe
8 1 (0.81%) CA Agile Central
8 1 (0.81%) Cloudera
8 1 (0.81%) Hortonworks
8 1 (0.81%) MapR
8 1 (0.81%) OpenText
8 1 (0.81%) Sitecore
8 1 (0.81%) Splunk