Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Amazon CloudFront
UK
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 1003 1103 1173
Rank change year-on-year +100 +70 +83
Permanent jobs citing CloudFront 166 43 107
As % of all permanent IT jobs advertised in the UK 0.096% 0.025% 0.053%
As % of the Cloud Services category 0.43% 0.16% 0.46%
Number of salaries quoted 144 34 105
UK median annual salary £55,000 £65,000 £50,000
Median salary % change year-on-year -15.38% +30.00% -
10th Percentile £37,500 £38,750 £37,500
90th Percentile £77,125 £91,750 £92,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +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 38,850 26,461 23,077
As % of all permanent IT jobs advertised in the UK 22.53% 15.63% 11.49%
Number of salaries quoted 31,647 22,056 19,429
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,188 £27,750
90th Percentile £85,000 £80,000 £77,500
UK excluding London median annual salary £46,203 £44,000 £45,000
% change year-on-year +5.01% -2.22% +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 24 May 2018.

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 24 May 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 +128 158 £55,000 -15.38% 30
London +83 93 £60,000 -14.29% 22
UK excluding London +39 72 £45,000 - 10
Midlands +33 33 £40,000 -11.11% 5
East Midlands +13 18 £40,000 -5.88% 2
North of England +22 16 £45,000 - 1
West Midlands +21 15 £45,000 - 3
South East -6 10 £55,000 -38.89% 1
Yorkshire +25 8 £45,000 -
Scotland -22 8 £45,000 - 2
North West - 8 £40,000 - 1
East of England -2 3 £67,500 +58.82% 1
South West - 2 £67,500 -

For the 6 months to 24 May 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.

1 165 (99.40%) Amazon AWS
2 107 (64.46%) Amazon EC2
3 98 (59.04%) Amazon S3
4 80 (48.19%) DevOps
5 75 (45.18%) Amazon RDS
6 73 (43.98%) Linux
7 68 (40.96%) Docker
8 67 (40.36%) Jenkins
9 64 (38.55%) Agile Software Development
10 62 (37.35%) Serverless
11 60 (36.14%) AWS Lambda
12 58 (34.94%) JavaScript
13 57 (34.34%) Java
14 54 (32.53%) AngularJS
15 51 (30.72%) Python
15 51 (30.72%) Amazon DynamoDB
16 48 (28.92%) Elasticsearch
16 48 (28.92%) AWS Elastic Beanstalk
16 48 (28.92%) Route 53
17 47 (28.31%) Node.js
18 41 (24.70%) Ansible
19 40 (24.10%) Virtual Private Cloud
20 39 (23.49%) Web Services
20 39 (23.49%) PHP
21 38 (22.89%) Continuous Integration
22 37 (22.29%) Bash Shell
22 37 (22.29%) HTML
22 37 (22.29%) MySQL
23 36 (21.69%) CSS
24 32 (19.28%) Degree

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 48 (28.92%) Elasticsearch
2 21 (12.65%) nginx
3 18 (10.84%) Apache
4 12 (7.23%) Drupal
5 10 (6.02%) CMS
6 8 (4.82%) WordPress
7 7 (4.22%) Apache Spark
8 3 (1.81%) Adobe Experience Manager
8 3 (1.81%) Tomcat
9 2 (1.20%) SharePoint
10 1 (0.60%) Amazon Alexa
10 1 (0.60%) Apache Solr
10 1 (0.60%) Confluence
10 1 (0.60%) IIS
10 1 (0.60%) Jetty
10 1 (0.60%) SAS
10 1 (0.60%) SharePoint 2013
Applications
1 3 (1.81%) Chatbot
Business Applications
1 5 (3.01%) Salesforce.com CRM
2 3 (1.81%) Magento
3 2 (1.20%) Distributed Ledger
Cloud Services
1 165 (99.40%) Amazon AWS
2 107 (64.46%) Amazon EC2
3 98 (59.04%) Amazon S3
4 62 (37.35%) Serverless
5 60 (36.14%) AWS Lambda
6 48 (28.92%) AWS Elastic Beanstalk
6 48 (28.92%) Route 53
7 40 (24.10%) Virtual Private Cloud
8 29 (17.47%) Amazon ElastiCache
9 26 (15.66%) Amazon CloudWatch
10 22 (13.25%) Amazon ELB
10 22 (13.25%) AWS CloudFormation
11 20 (12.05%) Amazon SQS
12 13 (7.83%) GitHub
13 12 (7.23%) Slack
14 8 (4.82%) SaaS
15 6 (3.61%) Amazon Kinesis
15 6 (3.61%) Cloudflare
16 5 (3.01%) Trello
17 4 (2.41%) AWS OpsWorks
Communications & Networking
1 17 (10.24%) DNS
2 15 (9.04%) HTTP
3 8 (4.82%) DHCP
4 6 (3.61%) OpenLDAP
5 4 (2.41%) Internet
6 3 (1.81%) Firewall
6 3 (1.81%) TCP/IP
6 3 (1.81%) VoIP
7 2 (1.20%) LAN
7 2 (1.20%) SSL
7 2 (1.20%) WAN
8 1 (0.60%) IPsec
8 1 (0.60%) IPv4
8 1 (0.60%) IPv6
8 1 (0.60%) Skype
Database & Business Intelligence
1 75 (45.18%) Amazon RDS
2 51 (30.72%) Amazon DynamoDB
3 37 (22.29%) MySQL
4 30 (18.07%) MongoDB
5 24 (14.46%) SQL Server
6 21 (12.65%) PostgreSQL
7 18 (10.84%) Redis
8 13 (7.83%) Amazon Aurora
9 12 (7.23%) NoSQL
9 12 (7.23%) Relational Database
10 10 (6.02%) Blockchain
11 9 (5.42%) Oracle Database
11 9 (5.42%) RethinkDB
12 8 (4.82%) Apache Cassandra
13 7 (4.22%) Big Data
14 6 (3.61%) Apache Hive
14 6 (3.61%) Hadoop
15 5 (3.01%) SQL Server 2008
16 4 (2.41%) Data Warehouse
17 1 (0.60%) SQL Server Integration Services
Development Applications
1 67 (40.36%) Jenkins
2 30 (18.07%) Git (software)
3 17 (10.24%) CircleCI
4 15 (9.04%) Bitbucket
5 13 (7.83%) GoCD
6 11 (6.63%) Selenium
7 10 (6.02%) Jasmine
7 10 (6.02%) Karma Test Runner
7 10 (6.02%) PHPUnit
7 10 (6.02%) Protractor
8 9 (5.42%) JIRA
9 8 (4.82%) Maven
10 6 (3.61%) GitLab
10 6 (3.61%) TeamCity
11 5 (3.01%) Liquibase
12 4 (2.41%) Hudson
13 3 (1.81%) Apache Archiva
13 3 (1.81%) Artifactory
13 3 (1.81%) Octopus Deploy
13 3 (1.81%) webpack
General
1 23 (13.86%) Finance
2 12 (7.23%) Banking
3 10 (6.02%) Marketing
4 9 (5.42%) Retail
5 5 (3.01%) Legal
6 3 (1.81%) Games
6 3 (1.81%) Telecoms
7 1 (0.60%) Automotive
Job Titles
1 71 (42.77%) Developer
2 49 (29.52%) DevOps Engineer
3 19 (11.45%) Senior Developer
3 19 (11.45%) Web Developer
4 16 (9.64%) Java Developer
5 13 (7.83%) Linux Engineer
6 12 (7.23%) .NET Developer
6 12 (7.23%) C# .NET Developer
6 12 (7.23%) C# Developer
6 12 (7.23%) IT Engineer
7 11 (6.63%) Full Stack Developer
7 11 (6.63%) JavaScript Developer
7 11 (6.63%) Senior Web Developer
8 10 (6.02%) AWS Engineer
8 10 (6.02%) Backend Developer
8 10 (6.02%) Consultant
8 10 (6.02%) Java Developer - Fintech
9 9 (5.42%) AWS DevOps
9 9 (5.42%) Senior DevOps
9 9 (5.42%) Systems Engineer
Libraries, Frameworks & Software Standards
1 54 (32.53%) AngularJS
2 47 (28.31%) Node.js
3 39 (23.49%) Web Services
4 37 (22.29%) HTML
5 36 (21.69%) CSS
6 30 (18.07%) HTML5
7 28 (16.87%) Sass
8 19 (11.45%) Angular 2
9 16 (9.64%) Elastic Stack
9 16 (9.64%) RESTful
10 14 (8.43%) CSS3
11 12 (7.23%) .NET
11 12 (7.23%) ASP.NET
11 12 (7.23%) ASP.NET Core
12 11 (6.63%) REST
13 10 (6.02%) LAMP
13 10 (6.02%) LDAP
13 10 (6.02%) RabbitMQ
14 9 (5.42%) React Native
15 8 (4.82%) React
Miscellaneous
1 28 (16.87%) Computer Science
2 18 (10.84%) Fintech
3 13 (7.83%) Data Centre
3 13 (7.83%) Derivative
3 13 (7.83%) Linux Command Line
4 9 (5.42%) Analytical Skills
5 7 (4.22%) Algorithms
5 7 (4.22%) Hedge funds
5 7 (4.22%) Market Risk
6 5 (3.01%) Equities
6 5 (3.01%) Replication
7 3 (1.81%) Digital Media
7 3 (1.81%) Greenfield Project
7 3 (1.81%) Public Cloud
8 1 (0.60%) Cloud Native
8 1 (0.60%) Data Structures
8 1 (0.60%) Foreign Exchange (FX)
8 1 (0.60%) Raspberry Pi
8 1 (0.60%) Video on Demand
Operating Systems
1 73 (43.98%) Linux
2 20 (12.05%) CentOS
3 14 (8.43%) Unix
3 14 (8.43%) Windows
4 12 (7.23%) Windows Server
5 11 (6.63%) Ubuntu
6 8 (4.82%) Red Hat Enterprise Linux
7 6 (3.61%) Amazon Linux
8 3 (1.81%) Windows Server 2008
9 2 (1.20%) Debian
9 2 (1.20%) VyOS
Processes & Methodologies
1 80 (48.19%) DevOps
2 64 (38.55%) Agile Software Development
3 38 (22.89%) Continuous Integration
4 29 (17.47%) TDD
5 27 (16.27%) Problem-Solving
5 27 (16.27%) Software Engineering
6 25 (15.06%) High Availability
7 22 (13.25%) BDD
8 21 (12.65%) OO
8 21 (12.65%) Scrum
9 20 (12.05%) Configuration Management
9 20 (12.05%) Microservices
9 20 (12.05%) Web Development
10 18 (10.84%) Test Automation
11 17 (10.24%) E-Commerce
12 16 (9.64%) Prototyping
13 15 (9.04%) Open Source
14 13 (7.83%) Continuous Delivery
14 13 (7.83%) Low Latency
14 13 (7.83%) Virtual Environments
Programming Languages
1 58 (34.94%) JavaScript
2 57 (34.34%) Java
3 51 (30.72%) Python
4 39 (23.49%) PHP
5 37 (22.29%) Bash Shell
6 31 (18.67%) TypeScript
7 30 (18.07%) SQL
8 26 (15.66%) Ruby
9 16 (9.64%) ES6
10 14 (8.43%) C#
10 14 (8.43%) Kotlin
11 13 (7.83%) Jython
12 12 (7.23%) Scala
13 8 (4.82%) PowerShell
14 7 (4.22%) Java 8
15 6 (3.61%) Go
16 5 (3.01%) T-SQL
17 4 (2.41%) Shell Script
18 2 (1.20%) C++
18 2 (1.20%) R
Qualifications
1 32 (19.28%) Degree
2 13 (7.83%) Computer Science Degree
2 13 (7.83%) Master's Degree
3 6 (3.61%) AWS Certification
4 2 (1.20%) RHCE
Quality Assurance & Compliance
1 3 (1.81%) PCI DSS
2 1 (0.60%) ISO/IEC 27001
System Software
1 68 (40.96%) Docker
2 19 (11.45%) VMware Infrastructure
3 13 (7.83%) Xen
4 8 (4.82%) XenServer
5 5 (3.01%) HDFS
6 4 (2.41%) Active Directory
7 2 (1.20%) iptables
8 1 (0.60%) Apache Flume
8 1 (0.60%) Hyper-V
8 1 (0.60%) Varnish
8 1 (0.60%) Virtual Machines
8 1 (0.60%) VMware ESXi
Systems Management
1 41 (24.70%) Ansible
2 31 (18.67%) Terraform
3 30 (18.07%) Opscode Chef
4 27 (16.27%) Kubernetes
5 26 (15.66%) Puppet
6 13 (7.83%) Graphite
6 13 (7.83%) Kibana
6 13 (7.83%) logstash
6 13 (7.83%) Nagios
7 8 (4.82%) Capistrano
7 8 (4.82%) SELinux
8 6 (3.61%) ZABBIX
9 5 (3.01%) Single Sign-On
10 4 (2.41%) Packer
11 3 (1.81%) Rundeck
12 1 (0.60%) Salt
12 1 (0.60%) SCCM
Vendors
1 19 (11.45%) VMware
2 14 (8.43%) Oracle
3 12 (7.23%) SaltStack
4 8 (4.82%) Microsoft
5 7 (4.22%) Google
6 6 (3.61%) Atlassian
6 6 (3.61%) ServiceNow
7 5 (3.01%) Apple
7 5 (3.01%) New Relic
7 5 (3.01%) Percona
7 5 (3.01%) Salesforce.com
7 5 (3.01%) Sun
8 3 (1.81%) Adobe
9 2 (1.20%) Ogone
9 2 (1.20%) PayPal
10 1 (0.60%) Databricks
10 1 (0.60%) Facebook
10 1 (0.60%) Nintex
10 1 (0.60%) PagerDuty
10 1 (0.60%) Red Hat