Period
to 19 April 2019

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 19 April 2019 with a comparison to the same period in the previous 2 years.

Amazon CloudFront
UK
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 940 1045 1135
Rank change year-on-year +105 +90 +32
Permanent jobs citing CloudFront 164 160 51
As % of all permanent IT jobs advertised in the UK 0.11% 0.090% 0.030%
As % of the Cloud Services category 0.42% 0.41% 0.20%
Number of salaries quoted 115 146 42
UK median annual salary £65,000 £52,500 £61,250
Median salary % change year-on-year +23.81% -14.29% +22.50%
10th Percentile £43,500 £36,250 £31,250
90th Percentile £92,000 £76,250 £85,000
UK excluding London median annual salary £60,000 £45,000 £42,500
% change year-on-year +33.33% +5.88% -5.56%

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 39,403 39,156 25,810
As % of all permanent IT jobs advertised in the UK 26.55% 22.08% 15.00%
Number of salaries quoted 31,458 32,113 21,541
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,500 £29,000 £28,250
90th Percentile £87,500 £82,500 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 19 April 2019.

Salary histogram for CloudFront in the UK

CloudFront
Top 13 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 19 April 2019. 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 +75 159 £65,000 +18.18% 9
London +56 89 £70,000 +18.64% 5
UK excluding London +66 71 £60,000 +33.33% 4
North of England +64 40 £60,000 +33.33%
North West +48 25 £42,500 +6.25%
Midlands +19 18 £57,500 +43.75%
West Midlands +39 15 £57,500 +27.78%
Yorkshire +29 14 £60,000 +33.33%
South East +54 11 £70,000 +16.67% 2
East Midlands +16 3 £55,000 +37.50%
South West +25 1 £70,000 +55.56% 1
Wales - 1 £60,000 -
North East - 1 £55,000 -

For the 6 months to 19 April 2019, 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.

1 164 (100.00%) Amazon AWS
2 117 (71.34%) Amazon S3
3 115 (70.12%) Amazon EC2
4 92 (56.10%) DevOps
5 78 (47.56%) Linux
6 76 (46.34%) AWS Lambda
6 76 (46.34%) Serverless
7 71 (43.29%) Route 53
8 67 (40.85%) Amazon RDS
9 66 (40.24%) Terraform
9 66 (40.24%) Python
10 60 (36.59%) Agile Software Development
11 59 (35.98%) Java
12 58 (35.37%) JavaScript
13 57 (34.76%) Node.js
14 51 (31.10%) Docker
14 51 (31.10%) PHP
15 50 (30.49%) Ansible
16 47 (28.66%) Amazon DynamoDB
17 45 (27.44%) Elasticsearch
17 45 (27.44%) Virtual Private Cloud
18 44 (26.83%) Amazon CloudWatch
19 41 (25.00%) AWS Elastic Beanstalk
20 38 (23.17%) Degree
21 37 (22.56%) Amazon SQS
22 36 (21.95%) AngularJS
23 34 (20.73%) Puppet
23 34 (20.73%) Finance
24 33 (20.12%) Configuration Management
24 33 (20.12%) Opscode Chef

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 45 (27.44%) Elasticsearch
2 9 (5.49%) IIS
3 8 (4.88%) nginx
4 6 (3.66%) Apache Spark
5 5 (3.05%) Apache Solr
6 4 (2.44%) Apache
7 3 (1.83%) Confluence
7 3 (1.83%) MS Exchange
7 3 (1.83%) SharePoint
7 3 (1.83%) Skype for Business
8 2 (1.22%) Tomcat
9 1 (0.61%) Adobe Experience Manager
9 1 (0.61%) CMS
Applications
1 4 (2.44%) Microsoft Excel
1 4 (2.44%) Microsoft PowerPoint
2 3 (1.83%) Chatbot
Business Applications
1 4 (2.44%) Remedy ITSM
2 3 (1.83%) SAP ERP
Cloud Services
1 164 (100.00%) Amazon AWS
2 117 (71.34%) Amazon S3
3 115 (70.12%) Amazon EC2
4 76 (46.34%) AWS Lambda
4 76 (46.34%) Serverless
5 71 (43.29%) Route 53
6 45 (27.44%) Virtual Private Cloud
7 44 (26.83%) Amazon CloudWatch
8 41 (25.00%) AWS Elastic Beanstalk
9 37 (22.56%) Amazon SQS
10 30 (18.29%) AWS CloudFormation
11 28 (17.07%) Amazon ElastiCache
12 20 (12.20%) Microsoft Azure
13 18 (10.98%) Amazon ELB
14 17 (10.37%) Cloud Computing
15 15 (9.15%) Google Cloud Platform
15 15 (9.15%) SaaS
16 14 (8.54%) AWS CloudTrail
16 14 (8.54%) GitHub
16 14 (8.54%) Google Analytics
Communications & Networking
1 16 (9.76%) DNS
2 14 (8.54%) Skype
3 8 (4.88%) HTTP
4 7 (4.27%) SSL
4 7 (4.27%) VPN
5 6 (3.66%) HTTPS
6 5 (3.05%) Internet
7 4 (2.44%) Firewall
8 3 (1.83%) Bluetooth
8 3 (1.83%) NFC
8 3 (1.83%) RFID
8 3 (1.83%) TCP/IP
9 2 (1.22%) Broadband
9 2 (1.22%) DHCP
9 2 (1.22%) FTP
9 2 (1.22%) LAN
9 2 (1.22%) Network Security
9 2 (1.22%) SMTP
9 2 (1.22%) SSH
10 1 (0.61%) Reverse Proxy
Database & Business Intelligence
1 67 (40.85%) Amazon RDS
2 47 (28.66%) Amazon DynamoDB
3 30 (18.29%) PostgreSQL
4 26 (15.85%) Redis
5 24 (14.63%) MySQL
6 19 (11.59%) Relational Database
7 16 (9.76%) MongoDB
8 14 (8.54%) Hazelcast
9 7 (4.27%) Amazon Redshift
9 7 (4.27%) Apache Cassandra
9 7 (4.27%) Big Data
10 6 (3.66%) Blockchain
10 6 (3.66%) SQL Server
11 5 (3.05%) Amazon Aurora
11 5 (3.05%) MariaDB
11 5 (3.05%) NoSQL
12 4 (2.44%) CouchDB
13 3 (1.83%) Azure SQL Database
13 3 (1.83%) Oracle Database
13 3 (1.83%) RethinkDB
Development Applications
1 31 (18.90%) Git (software)
2 27 (16.46%) GitLab
3 25 (15.24%) Jenkins
4 17 (10.37%) CircleCI
5 14 (8.54%) IntelliJ
6 8 (4.88%) Octopus Deploy
7 7 (4.27%) JIRA
8 6 (3.66%) Atlassian Bamboo
9 5 (3.05%) Artifactory
9 5 (3.05%) webpack
10 4 (2.44%) Bitbucket
10 4 (2.44%) Maven
10 4 (2.44%) Sonatype Nexus
11 3 (1.83%) Jasmine
11 3 (1.83%) Karma Test Runner
11 3 (1.83%) Selenium
12 2 (1.22%) Mocha
12 2 (1.22%) Sinon.JS
12 2 (1.22%) TeamCity
13 1 (0.61%) Vagrant
General
1 34 (20.73%) Finance
2 16 (9.76%) Games
3 14 (8.54%) Manufacturing
4 5 (3.05%) Marketing
4 5 (3.05%) Telecoms
5 4 (2.44%) Law
5 4 (2.44%) Publishing
5 4 (2.44%) Retail
6 2 (1.22%) Banking
6 2 (1.22%) Legal
6 2 (1.22%) Military
7 1 (0.61%) Advertising
7 1 (0.61%) Digital Economy
7 1 (0.61%) Retail Banking
Job Titles
1 57 (34.76%) DevOps Engineer
2 49 (29.88%) Developer
3 19 (11.59%) Full Stack Developer
4 18 (10.98%) Lead DevOps
5 17 (10.37%) Lead DevOps Engineer
5 17 (10.37%) Senior Developer
6 14 (8.54%) Machine Learning Engineer
6 14 (8.54%) Senior DevOps
6 14 (8.54%) Senior DevOps Engineer
7 13 (7.93%) AWS Engineer
8 12 (7.32%) Cloud Engineer
8 12 (7.32%) DevOps Systems Engineer
8 12 (7.32%) Systems Engineer
9 9 (5.49%) Infrastructure Engineer
10 8 (4.88%) AWS Consultant
10 8 (4.88%) AWS DevOps
10 8 (4.88%) AWS DevOps Engineer
10 8 (4.88%) Consultant
10 8 (4.88%) Java Developer
10 8 (4.88%) PHP Developer
Libraries, Frameworks & Software Standards
1 57 (34.76%) Node.js
2 36 (21.95%) AngularJS
3 31 (18.90%) Web Services
4 26 (15.85%) CSS
4 26 (15.85%) HTML
5 23 (14.02%) RabbitMQ
6 20 (12.20%) Vue.js
7 19 (11.59%) Elastic Stack
8 16 (9.76%) Velocity
9 15 (9.15%) Laravel
10 14 (8.54%) Sass
11 13 (7.93%) React
11 13 (7.93%) Spring
12 8 (4.88%) Kafka
13 6 (3.66%) .NET
13 6 (3.66%) Celery
13 6 (3.66%) Middleware
14 5 (3.05%) EclipseLink
14 5 (3.05%) HTML5
14 5 (3.05%) Sphinx
Miscellaneous
1 20 (12.20%) Algorithms
2 15 (9.15%) Linux Command Line
3 14 (8.54%) Cloud Native
4 8 (4.88%) Analytical Skills
5 7 (4.27%) Hedge funds
6 5 (3.05%) Blog
6 5 (3.05%) Fintech
6 5 (3.05%) Hybrid Cloud
7 4 (2.44%) Data Centre
7 4 (2.44%) Greenfield Project
7 4 (2.44%) Public Cloud
8 3 (1.83%) Data Structures
8 3 (1.83%) Derivative
8 3 (1.83%) Equities
8 3 (1.83%) Internet of Things
8 3 (1.83%) Mobile App
9 2 (1.22%) Client/Server
9 2 (1.22%) Enterprise Cloud
9 2 (1.22%) Enterprise Software
10 1 (0.61%) Life Science
Operating Systems
1 78 (47.56%) Linux
2 11 (6.71%) CentOS
3 10 (6.10%) Windows
4 9 (5.49%) Android
5 8 (4.88%) Ubuntu
6 7 (4.27%) Red Hat Enterprise Linux
7 6 (3.66%) Apple iOS
7 6 (3.66%) Windows Server
8 2 (1.22%) Debian
8 2 (1.22%) Unix
9 1 (0.61%) Windows Server 2003
9 1 (0.61%) Windows Server 2008
9 1 (0.61%) Windows Server 2012
Processes & Methodologies
1 92 (56.10%) DevOps
2 60 (36.59%) Agile Software Development
3 33 (20.12%) Configuration Management
4 31 (18.90%) Auto-Scaling
5 29 (17.68%) Continuous Integration
5 29 (17.68%) TDD
6 28 (17.07%) Collaborative Working
7 27 (16.46%) Microservices
8 22 (13.41%) Machine Learning
9 21 (12.80%) Software Engineering
10 20 (12.20%) Analytics
11 18 (10.98%) Mentoring
11 18 (10.98%) Problem-Solving
12 16 (9.76%) Scrum
12 16 (9.76%) Test Automation
13 14 (8.54%) Anomaly Detection
13 14 (8.54%) Decision-Making
13 14 (8.54%) Infrastructure Management
14 13 (7.93%) Continuous Delivery
15 12 (7.32%) Infrastructure Engineering
Programming Languages
1 66 (40.24%) Python
2 59 (35.98%) Java
3 58 (35.37%) JavaScript
4 51 (31.10%) PHP
5 26 (15.85%) Bash Shell
6 24 (14.63%) TypeScript
7 17 (10.37%) SQL
8 16 (9.76%) C++
9 14 (8.54%) Ruby
10 9 (5.49%) PowerShell
11 8 (4.88%) Go
12 7 (4.27%) C#
13 4 (2.44%) ES6
13 4 (2.44%) Perl
14 3 (1.83%) Scala
15 2 (1.22%) Clojure
16 1 (0.61%) Kotlin
Qualifications
1 38 (23.17%) Degree
2 14 (8.54%) PhD
2 14 (8.54%) Postgraduate
3 11 (6.71%) AWS Certification
4 5 (3.05%) MCSE
4 5 (3.05%) Microsoft Certification
5 4 (2.44%) Computer Science Degree
5 4 (2.44%) ISEB
6 3 (1.83%) CCNA
6 3 (1.83%) CCNP
6 3 (1.83%) CISA
6 3 (1.83%) Cisco Certification
6 3 (1.83%) CISM
6 3 (1.83%) CISSP
7 1 (0.61%) Master's Degree
Quality Assurance & Compliance
1 21 (12.80%) QA
2 6 (3.66%) ISO/IEC 27001
3 1 (0.61%) PCI DSS
System Software
1 51 (31.10%) Docker
2 21 (12.80%) Varnish
3 10 (6.10%) Active Directory
4 2 (1.22%) Apache ZooKeeper
5 1 (0.61%) Hyper-V
Systems Management
1 66 (40.24%) Terraform
2 50 (30.49%) Ansible
3 34 (20.73%) Puppet
4 33 (20.12%) Opscode Chef
5 27 (16.46%) Kubernetes
6 14 (8.54%) Consul
6 14 (8.54%) Prometheus
7 6 (3.66%) Nagios
8 4 (2.44%) Mesos
8 4 (2.44%) Packer
8 4 (2.44%) rkt
8 4 (2.44%) Single Sign-On
9 3 (1.83%) Kibana
9 3 (1.83%) SCCM
9 3 (1.83%) ZABBIX
10 2 (1.22%) Salt
11 1 (0.61%) Ganglia
11 1 (0.61%) Graphite
11 1 (0.61%) Hadoop YARN
11 1 (0.61%) HAProxy
Vendors
1 29 (17.68%) Google
2 11 (6.71%) New Relic
3 7 (4.27%) Microsoft
4 4 (2.44%) IBM
4 4 (2.44%) Remedy
5 3 (1.83%) Oracle
5 3 (1.83%) SaltStack
5 3 (1.83%) SAP
5 3 (1.83%) Zend
6 2 (1.22%) Cognizant
6 2 (1.22%) Red Hat
7 1 (0.61%) Adobe
7 1 (0.61%) Apple
7 1 (0.61%) Atlassian
7 1 (0.61%) Cisco
7 1 (0.61%) Nimble Storage
7 1 (0.61%) Veeam