Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Amazon CloudFront
UK
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 998 1139 1160
Rank change year-on-year +141 +21 +94
Permanent jobs citing CloudFront 171 57 110
As % of all permanent IT jobs advertised in the UK 0.10% 0.032% 0.055%
As % of the Cloud Services category 0.44% 0.19% 0.46%
Number of salaries quoted 144 45 103
UK median annual salary £60,000 £70,000 £60,000
Median salary % change year-on-year -14.29% +16.67% +20.00%
10th Percentile £37,500 £44,000 £37,750
90th Percentile £82,500 £107,000 £89,500
UK excluding London median annual salary £45,000 £47,500 £42,500
% change year-on-year -5.26% +11.76% -10.53%

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 39,039 30,698 24,137
As % of all permanent IT jobs advertised in the UK 23.02% 17.33% 12.15%
Number of salaries quoted 31,582 25,220 20,331
UK median annual salary £54,055 £50,000 £50,000
Median salary % change year-on-year +8.11% - +5.26%
10th Percentile £29,900 £28,500 £28,250
90th Percentile £85,000 £80,000 £78,750
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 14 August 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 14 August 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 +176 162 £60,000 -14.29% 22
London +91 104 £65,000 -7.14% 16
UK excluding London +52 64 £45,000 -5.26% 6
Midlands +56 35 £45,000 - 2
West Midlands +47 18 £45,000 -
North of England +39 17 £45,000 +46.34%
East Midlands +18 17 £40,000 - 2
Yorkshire +42 9 £45,000 -
North West +14 8 £40,000 +30.08%
Scotland -9 7 £45,000 -10.00%
East of England - 4 £80,000 -
South West +6 1 £90,000 +125.00% 2

For the 6 months to 14 August 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.

1 171 (100.00%) Amazon AWS
2 93 (54.39%) Amazon EC2
3 89 (52.05%) Amazon RDS
4 86 (50.29%) Amazon S3
5 82 (47.95%) DevOps
6 79 (46.20%) Serverless
7 76 (44.44%) Docker
7 76 (44.44%) AWS Lambda
8 72 (42.11%) Java
9 68 (39.77%) Jenkins
10 65 (38.01%) Linux
11 58 (33.92%) Ansible
12 56 (32.75%) Python
13 53 (30.99%) Agile Software Development
14 50 (29.24%) Virtual Private Cloud
15 49 (28.65%) AngularJS
16 46 (26.90%) Finance
17 44 (25.73%) SQL
17 44 (25.73%) Elasticsearch
18 43 (25.15%) JavaScript
19 42 (24.56%) Amazon DynamoDB
20 41 (23.98%) MySQL
21 40 (23.39%) Bash Shell
22 39 (22.81%) Route 53
22 39 (22.81%) AWS Elastic Beanstalk
23 38 (22.22%) Terraform
23 38 (22.22%) High Availability
23 38 (22.22%) Opscode Chef
23 38 (22.22%) PHP
24 37 (21.64%) Web Services

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 44 (25.73%) Elasticsearch
2 27 (15.79%) Apache
2 27 (15.79%) CMS
3 21 (12.28%) nginx
4 19 (11.11%) Drupal
5 17 (9.94%) WordPress
6 9 (5.26%) JBoss
7 7 (4.09%) Adobe Experience Manager
8 6 (3.51%) Apache Spark
8 6 (3.51%) SharePoint
8 6 (3.51%) SharePoint 2013
9 3 (1.75%) Amazon Alexa
9 3 (1.75%) Tomcat
10 1 (0.58%) Apache Solr
10 1 (0.58%) Blackberry Enterprise Server
10 1 (0.58%) Confluence
10 1 (0.58%) SAS
Applications
1 4 (2.34%) Chatbot
2 1 (0.58%) Microsoft Excel
2 1 (0.58%) Microsoft PowerPoint
Business Applications
1 8 (4.68%) Salesforce.com CRM
2 3 (1.75%) Magento
3 2 (1.17%) Distributed Ledger
4 1 (0.58%) Remedy ITSM
Cloud Services
1 171 (100.00%) Amazon AWS
2 93 (54.39%) Amazon EC2
3 86 (50.29%) Amazon S3
4 79 (46.20%) Serverless
5 76 (44.44%) AWS Lambda
6 50 (29.24%) Virtual Private Cloud
7 39 (22.81%) AWS Elastic Beanstalk
7 39 (22.81%) Route 53
8 35 (20.47%) Amazon CloudWatch
9 33 (19.30%) AWS CloudFormation
10 29 (16.96%) Amazon ELB
11 28 (16.37%) Amazon ElastiCache
12 22 (12.87%) SaaS
13 19 (11.11%) Amazon SQS
14 10 (5.85%) GitHub
15 9 (5.26%) IaaS
16 7 (4.09%) Cloudflare
16 7 (4.09%) Slack
17 6 (3.51%) Akamai
17 6 (3.51%) Microsoft Azure
Communications & Networking
1 20 (11.70%) DNS
2 13 (7.60%) Internet
2 13 (7.60%) TCP/IP
3 11 (6.43%) HTTP
4 10 (5.85%) LAN
4 10 (5.85%) WAN
5 6 (3.51%) DHCP
5 6 (3.51%) Firewall
5 6 (3.51%) OpenLDAP
6 3 (1.75%) IPsec
6 3 (1.75%) IPv4
6 3 (1.75%) IPv6
6 3 (1.75%) SSH
7 2 (1.17%) SSL
8 1 (0.58%) HTTPS
8 1 (0.58%) Network Security
8 1 (0.58%) SMS
8 1 (0.58%) VPN
Database & Business Intelligence
1 89 (52.05%) Amazon RDS
2 42 (24.56%) Amazon DynamoDB
3 41 (23.98%) MySQL
4 22 (12.87%) SQL Server
5 20 (11.70%) Redis
6 18 (10.53%) MongoDB
7 16 (9.36%) NoSQL
8 13 (7.60%) Amazon Aurora
8 13 (7.60%) PostgreSQL
9 9 (5.26%) Blockchain
9 9 (5.26%) Oracle Database
10 7 (4.09%) Relational Database
11 6 (3.51%) Apache Cassandra
11 6 (3.51%) Big Data
12 5 (2.92%) Apache Hive
12 5 (2.92%) Hadoop
13 4 (2.34%) Amazon Redshift
13 4 (2.34%) Data Warehouse
13 4 (2.34%) SQL Server 2008
14 1 (0.58%) Impala
Development Applications
1 68 (39.77%) Jenkins
2 31 (18.13%) Git (software)
3 16 (9.36%) Bitbucket
4 15 (8.77%) Selenium
5 13 (7.60%) GoCD
5 13 (7.60%) Karma Test Runner
5 13 (7.60%) Maven
6 10 (5.85%) Jasmine
6 10 (5.85%) PHPUnit
6 10 (5.85%) Protractor
7 9 (5.26%) PEAR
8 7 (4.09%) GitLab
9 6 (3.51%) CircleCI
10 5 (2.92%) Cucumber
10 5 (2.92%) JMeter
11 4 (2.34%) Artifactory
11 4 (2.34%) Liquibase
11 4 (2.34%) Mocha
11 4 (2.34%) TeamCity
12 3 (1.75%) git-flow
General
1 46 (26.90%) Finance
2 16 (9.36%) Banking
3 12 (7.02%) Retail
4 9 (5.26%) Publishing
5 8 (4.68%) Games
6 5 (2.92%) Legal
7 3 (1.75%) Military
8 2 (1.17%) Back Office
8 2 (1.17%) Marketing
9 1 (0.58%) Automotive
9 1 (0.58%) Law
9 1 (0.58%) Telecoms
Job Titles
1 62 (36.26%) Developer
2 43 (25.15%) DevOps Engineer
3 20 (11.70%) Senior Developer
4 19 (11.11%) Java Developer
5 18 (10.53%) Senior DevOps
6 16 (9.36%) Senior DevOps Engineer
7 15 (8.77%) AWS Engineer
8 14 (8.19%) JavaScript Developer
8 14 (8.19%) Linux Engineer
9 13 (7.60%) AWS DevOps Engineer
9 13 (7.60%) Software Engineer
10 12 (7.02%) Full Stack Developer
11 11 (6.43%) C# Developer
11 11 (6.43%) IT Engineer
11 11 (6.43%) Web Developer
12 10 (5.85%) Consultant
12 10 (5.85%) Java Developer - Fintech
13 9 (5.26%) Angular Developer
13 9 (5.26%) AWS DevOps
13 9 (5.26%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 49 (28.65%) AngularJS
2 37 (21.64%) Node.js
2 37 (21.64%) Web Services
3 27 (15.79%) CSS
4 25 (14.62%) HTML
4 25 (14.62%) REST
5 20 (11.70%) LDAP
6 19 (11.11%) Sass
7 18 (10.53%) HTML5
8 16 (9.36%) Elastic Stack
9 14 (8.19%) React
10 12 (7.02%) Angular 2
10 12 (7.02%) LAMP
11 9 (5.26%) .NET
11 9 (5.26%) ASP.NET
11 9 (5.26%) Redux
12 8 (4.68%) ASP.NET Core
13 7 (4.09%) Highcharts JS
13 7 (4.09%) Kafka
13 7 (4.09%) Spring
Miscellaneous
1 24 (14.04%) Computer Science
2 19 (11.11%) Fintech
3 14 (8.19%) Data Centre
4 11 (6.43%) Derivative
5 9 (5.26%) Management Information System
5 9 (5.26%) Private Cloud
6 7 (4.09%) Greenfield Project
6 7 (4.09%) Hedge funds
6 7 (4.09%) Linux Command Line
6 7 (4.09%) Market Risk
7 6 (3.51%) Algorithms
7 6 (3.51%) Replication
8 4 (2.34%) Data Structures
8 4 (2.34%) Digital Media
9 3 (1.75%) Augmented Reality
9 3 (1.75%) Equities
9 3 (1.75%) Life Science
10 2 (1.17%) Enterprise Software
11 1 (0.58%) Analytical Skills
11 1 (0.58%) User Experience
Operating Systems
1 65 (38.01%) Linux
2 32 (18.71%) Windows
3 25 (14.62%) Unix
4 22 (12.87%) CentOS
5 16 (9.36%) Windows Server
6 9 (5.26%) Red Hat Enterprise Linux
6 9 (5.26%) Solaris
7 5 (2.92%) Ubuntu
8 4 (2.34%) Amazon Linux
9 2 (1.17%) Android
9 2 (1.17%) VyOS
10 1 (0.58%) Windows Server 2008
Processes & Methodologies
1 82 (47.95%) DevOps
2 53 (30.99%) Agile Software Development
3 38 (22.22%) High Availability
4 36 (21.05%) Continuous Integration
5 29 (16.96%) Software Engineering
6 26 (15.20%) TDD
7 24 (14.04%) Microservices
7 24 (14.04%) Test Automation
8 23 (13.45%) Configuration Management
9 19 (11.11%) Continuous Delivery
9 19 (11.11%) Infrastructure Engineering
9 19 (11.11%) Scrum
10 18 (10.53%) OO
11 17 (9.94%) BDD
12 16 (9.36%) Problem-Solving
13 14 (8.19%) Line Management
13 14 (8.19%) Low Latency
13 14 (8.19%) Virtual Environments
13 14 (8.19%) Web Development
14 13 (7.60%) Strategic Planning
Programming Languages
1 72 (42.11%) Java
2 56 (32.75%) Python
3 44 (25.73%) SQL
4 43 (25.15%) JavaScript
5 40 (23.39%) Bash Shell
6 38 (22.22%) PHP
7 24 (14.04%) TypeScript
8 21 (12.28%) Kotlin
9 16 (9.36%) Java 8
9 16 (9.36%) Ruby
10 14 (8.19%) Go
11 13 (7.60%) Jython
12 12 (7.02%) C#
13 9 (5.26%) ES6
14 7 (4.09%) PowerShell
15 5 (2.92%) C++
15 5 (2.92%) T-SQL
16 4 (2.34%) Shell Script
17 3 (1.75%) PHP 7
17 3 (1.75%) Scala
Qualifications
1 25 (14.62%) Degree
2 15 (8.77%) Computer Science Degree
2 15 (8.77%) Master's Degree
3 11 (6.43%) AWS Certification
4 2 (1.17%) RHCE
5 1 (0.58%) CCNA
5 1 (0.58%) Cisco Certification
5 1 (0.58%) ISEB
5 1 (0.58%) MCSA
5 1 (0.58%) Microsoft Certification
Quality Assurance & Compliance
1 3 (1.75%) GDPR
2 1 (0.58%) ISO/IEC 27001
2 1 (0.58%) PCI DSS
2 1 (0.58%) SLA
System Software
1 76 (44.44%) Docker
2 23 (13.45%) VMware Infrastructure
3 13 (7.60%) Xen
4 8 (4.68%) XenServer
5 5 (2.92%) Varnish
6 4 (2.34%) HDFS
7 3 (1.75%) Active Directory
8 2 (1.17%) iptables
8 2 (1.17%) Virtual Machines
9 1 (0.58%) Apache Flume
9 1 (0.58%) Apache ZooKeeper
9 1 (0.58%) Hyper-V
9 1 (0.58%) Virtual Servers
9 1 (0.58%) vSphere
Systems Management
1 58 (33.92%) Ansible
2 38 (22.22%) Opscode Chef
2 38 (22.22%) Terraform
3 33 (19.30%) Puppet
4 30 (17.54%) Kubernetes
5 14 (8.19%) Nagios
6 13 (7.60%) Graphite
6 13 (7.60%) Kibana
6 13 (7.60%) logstash
7 10 (5.85%) SCOM
8 9 (5.26%) Single Sign-On
9 8 (4.68%) Capistrano
9 8 (4.68%) EMC NetWorker
9 8 (4.68%) SELinux
10 6 (3.51%) ZABBIX
11 5 (2.92%) Packer
12 4 (2.34%) Rundeck
13 2 (1.17%) cPanel
13 2 (1.17%) Hadoop YARN
13 2 (1.17%) rkt
Vendors
1 23 (13.45%) VMware
2 21 (12.28%) Oracle
3 17 (9.94%) New Relic
4 15 (8.77%) Microsoft
5 14 (8.19%) SaltStack
6 12 (7.02%) Red Hat
7 10 (5.85%) Cisco
8 9 (5.26%) EMC
8 9 (5.26%) McAfee
8 9 (5.26%) SolarWinds
9 8 (4.68%) Apple
9 8 (4.68%) Salesforce.com
10 7 (4.09%) Adobe
10 7 (4.09%) Google
11 5 (2.92%) PagerDuty
11 5 (2.92%) Sun
12 4 (2.34%) Atlassian
12 4 (2.34%) Percona
13 3 (1.75%) Facebook
13 3 (1.75%) Nintex