Period
to 16 December 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 16 December 2018 with a comparison to the same period in the previous 2 years.

Amazon CloudFront
UK
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 987 1099 1138
Rank change year-on-year +112 +39 +76
Permanent jobs citing CloudFront 138 102 72
As % of all permanent IT jobs advertised in the UK 0.087% 0.057% 0.039%
As % of the Cloud Services category 0.35% 0.30% 0.29%
Number of salaries quoted 116 93 58
UK median annual salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09% +10.00%
10th Percentile £50,000 £46,250 £31,250
90th Percentile £88,750 £85,000 £81,500
UK excluding London median annual salary £60,000 £55,000 £42,500
% change year-on-year +9.09% +29.41% -15.00%

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 38,903 34,505 24,715
As % of all permanent IT jobs advertised in the UK 24.60% 19.37% 13.34%
Number of salaries quoted 31,054 28,469 20,724
UK median annual salary £55,000 £52,500 £51,000
Median salary % change year-on-year +4.76% +2.94% +2.00%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £86,250 £81,250 £80,000
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 16 December 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 16 December 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 +114 132 £65,000 +8.33% 30
London +55 88 £65,000 +8.33% 21
UK excluding London +78 45 £60,000 +9.09% 9
Midlands - 26 £60,650 - 1
East Midlands - 14 £75,000 - 1
West Midlands - 12 £58,750 -
North of England +35 10 £42,500 +34.92% 4
North West +22 8 £42,500 +38.21% 3
South East -1 7 £80,000 +14.29% 2
Yorkshire +29 2 £50,000 +25.00% 1
East of England +24 1 - - 1
Scotland -5 1 - -

For the 6 months to 16 December 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.

1 138 (100.00%) Amazon AWS
2 96 (69.57%) Amazon EC2
3 90 (65.22%) Amazon S3
4 79 (57.25%) DevOps
5 75 (54.35%) Amazon RDS
6 64 (46.38%) Docker
7 58 (42.03%) Agile Software Development
7 58 (42.03%) Serverless
8 54 (39.13%) Java
8 54 (39.13%) Terraform
9 53 (38.41%) AWS Lambda
9 53 (38.41%) Python
10 51 (36.96%) Virtual Private Cloud
10 51 (36.96%) Finance
11 49 (35.51%) Ansible
12 47 (34.06%) Node.js
12 47 (34.06%) Linux
13 44 (31.88%) Opscode Chef
14 43 (31.16%) AWS CloudFormation
15 42 (30.43%) Jenkins
15 42 (30.43%) Web Services
16 41 (29.71%) Route 53
16 41 (29.71%) Amazon CloudWatch
17 40 (28.99%) Elasticsearch
18 39 (28.26%) MySQL
19 36 (26.09%) SQL
19 36 (26.09%) TDD
19 36 (26.09%) Amazon DynamoDB
20 32 (23.19%) Configuration Management
21 31 (22.46%) Puppet

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 40 (28.99%) Elasticsearch
2 19 (13.77%) nginx
3 17 (12.32%) CMS
4 15 (10.87%) Apache
4 15 (10.87%) WordPress
5 10 (7.25%) JBoss
6 6 (4.35%) SharePoint
7 5 (3.62%) Apache Spark
8 4 (2.90%) Adobe Experience Manager
8 4 (2.90%) Drupal
8 4 (2.90%) IIS
8 4 (2.90%) SharePoint 2013
8 4 (2.90%) Tomcat
9 3 (2.17%) Confluence
10 2 (1.45%) MS Exchange
10 2 (1.45%) Skype for Business
11 1 (0.72%) Apache Solr
11 1 (0.72%) Blackberry Enterprise Server
11 1 (0.72%) SAS
Applications
1 9 (6.52%) Microsoft Excel
1 9 (6.52%) Microsoft PowerPoint
2 3 (2.17%) Chatbot
3 2 (1.45%) Snapchat
Business Applications
1 9 (6.52%) Remedy ITSM
2 2 (1.45%) SAP ERP
3 1 (0.72%) Salesforce.com CRM
Cloud Services
1 138 (100.00%) Amazon AWS
2 96 (69.57%) Amazon EC2
3 90 (65.22%) Amazon S3
4 58 (42.03%) Serverless
5 53 (38.41%) AWS Lambda
6 51 (36.96%) Virtual Private Cloud
7 43 (31.16%) AWS CloudFormation
8 41 (29.71%) Amazon CloudWatch
8 41 (29.71%) Route 53
9 31 (22.46%) SaaS
10 25 (18.12%) Microsoft Azure
11 23 (16.67%) AWS Elastic Beanstalk
12 22 (15.94%) Amazon ElastiCache
13 19 (13.77%) Amazon ELB
14 16 (11.59%) AWS CloudTrail
15 14 (10.14%) GitHub
16 13 (9.42%) Amazon SQS
16 13 (9.42%) AWS CodePipeline
17 11 (7.97%) IaaS
18 10 (7.25%) Amazon Kinesis
Communications & Networking
1 20 (14.49%) DNS
2 12 (8.70%) Internet
2 12 (8.70%) LAN
2 12 (8.70%) OpenLDAP
2 12 (8.70%) WAN
3 11 (7.97%) TCP/IP
4 9 (6.52%) VPN
5 8 (5.80%) Firewall
6 5 (3.62%) HTTP
7 4 (2.90%) DHCP
7 4 (2.90%) SNMP
8 2 (1.45%) IPsec
8 2 (1.45%) SSL
9 1 (0.72%) Fibre Channel
9 1 (0.72%) iSCSI
9 1 (0.72%) NAS
9 1 (0.72%) Network Security
9 1 (0.72%) SAN
9 1 (0.72%) Skype
9 1 (0.72%) SSH
Database & Business Intelligence
1 75 (54.35%) Amazon RDS
2 39 (28.26%) MySQL
3 36 (26.09%) Amazon DynamoDB
4 20 (14.49%) PostgreSQL
5 17 (12.32%) SQL Server
6 15 (10.87%) NoSQL
6 15 (10.87%) Relational Database
7 14 (10.14%) Apache Cassandra
7 14 (10.14%) MongoDB
8 11 (7.97%) Big Data
9 9 (6.52%) Redis
10 8 (5.80%) Blockchain
11 4 (2.90%) Amazon Redshift
12 3 (2.17%) Azure SQL Database
12 3 (2.17%) Data Warehouse
12 3 (2.17%) Hadoop
13 2 (1.45%) CouchDB
13 2 (1.45%) MariaDB
13 2 (1.45%) Oracle Database
14 1 (0.72%) Amazon Aurora
Development Applications
1 42 (30.43%) Jenkins
2 15 (10.87%) Git (software)
3 10 (7.25%) Bitbucket
3 10 (7.25%) PEAR
4 9 (6.52%) Maven
5 8 (5.80%) CircleCI
5 8 (5.80%) Cucumber
6 5 (3.62%) JIRA
6 5 (3.62%) Octopus Deploy
6 5 (3.62%) Sonatype Nexus
6 5 (3.62%) Vagrant
7 4 (2.90%) Atlassian Bamboo
7 4 (2.90%) JMeter
7 4 (2.90%) Karma Test Runner
7 4 (2.90%) Mocha
7 4 (2.90%) Selenium
7 4 (2.90%) Subversion
8 2 (1.45%) git-flow
8 2 (1.45%) GitLab
8 2 (1.45%) JUnit
General
1 51 (36.96%) Finance
2 13 (9.42%) Retail
3 11 (7.97%) Games
4 10 (7.25%) Publishing
5 9 (6.52%) Banking
6 3 (2.17%) Telecoms
7 2 (1.45%) Back Office
7 2 (1.45%) Law
7 2 (1.45%) Military
8 1 (0.72%) Automotive
8 1 (0.72%) Investment Banking
8 1 (0.72%) Legal
Job Titles
1 52 (37.68%) DevOps Engineer
2 39 (28.26%) Developer
3 24 (17.39%) AWS Engineer
4 22 (15.94%) Senior DevOps
4 22 (15.94%) Senior DevOps Engineer
5 19 (13.77%) AWS DevOps Engineer
6 16 (11.59%) Senior Developer
7 15 (10.87%) AWS DevOps
8 14 (10.14%) Lead DevOps
8 14 (10.14%) Lead DevOps Engineer
8 14 (10.14%) Software Engineer
9 12 (8.70%) Java Developer
10 9 (6.52%) 3rd Line Engineer
10 9 (6.52%) Infrastructure Engineer
10 9 (6.52%) Lead Developer
10 9 (6.52%) Unix Engineer
11 8 (5.80%) Cloud Engineer
11 8 (5.80%) Software Developer
12 7 (5.07%) 3rd Line Support
12 7 (5.07%) Support Engineer
Libraries, Frameworks & Software Standards
1 47 (34.06%) Node.js
2 42 (30.43%) Web Services
3 26 (18.84%) AngularJS
4 25 (18.12%) LDAP
5 16 (11.59%) React
5 16 (11.59%) Spring
6 15 (10.87%) CSS
7 14 (10.14%) SAML
8 13 (9.42%) REST
9 12 (8.70%) HTML
10 11 (7.97%) Velocity
11 10 (7.25%) Redux
12 8 (5.80%) Elastic Stack
12 8 (5.80%) HTML5
12 8 (5.80%) Sass
13 7 (5.07%) EclipseLink
13 7 (5.07%) Kafka
13 7 (5.07%) Middleware
14 6 (4.35%) .NET
15 5 (3.62%) OAuth
Miscellaneous
1 14 (10.14%) Private Cloud
2 13 (9.42%) Algorithms
2 13 (9.42%) Enterprise Software
3 11 (7.97%) Fintech
4 10 (7.25%) Data Structures
4 10 (7.25%) Management Information System
5 9 (6.52%) Greenfield Project
6 6 (4.35%) Data Centre
7 5 (3.62%) Cloud Native
7 5 (3.62%) Derivative
7 5 (3.62%) Equities
8 4 (2.90%) Augmented Reality
8 4 (2.90%) Linux Command Line
8 4 (2.90%) Public Cloud
9 3 (2.17%) User Experience
10 2 (1.45%) Digital Media
10 2 (1.45%) Distributed Denial-of-Service
10 2 (1.45%) Mobile Games
10 2 (1.45%) Replication
11 1 (0.72%) Self-Motivation
Operating Systems
1 47 (34.06%) Linux
2 24 (17.39%) Windows
3 20 (14.49%) Unix
4 17 (12.32%) CentOS
5 10 (7.25%) Solaris
5 10 (7.25%) Windows Server
6 5 (3.62%) Red Hat Enterprise Linux
6 5 (3.62%) Ubuntu
7 4 (2.90%) Android
8 2 (1.45%) Debian
9 1 (0.72%) Windows Server 2003
9 1 (0.72%) Windows Server 2008
9 1 (0.72%) Windows Server 2012
Processes & Methodologies
1 79 (57.25%) DevOps
2 58 (42.03%) Agile Software Development
3 36 (26.09%) TDD
4 32 (23.19%) Configuration Management
5 30 (21.74%) Scrum
6 25 (18.12%) Microservices
7 24 (17.39%) Continuous Delivery
7 24 (17.39%) Continuous Integration
8 23 (16.67%) Software Engineering
9 20 (14.49%) BDD
9 20 (14.49%) High Availability
10 19 (13.77%) Test Automation
11 18 (13.04%) Change Management
12 17 (12.32%) Infrastructure Engineering
12 17 (12.32%) Load Balancing
13 14 (10.14%) Deployment Automation
14 13 (9.42%) API Development
14 13 (9.42%) Strategic Planning
15 12 (8.70%) Computer Science
15 12 (8.70%) Requirements Analysis
Programming Languages
1 54 (39.13%) Java
2 53 (38.41%) Python
3 36 (26.09%) SQL
4 30 (21.74%) JavaScript
5 18 (13.04%) PHP
6 16 (11.59%) Bash Shell
7 15 (10.87%) TypeScript
8 14 (10.14%) Ruby
9 13 (9.42%) Go
9 13 (9.42%) Java 8
10 12 (8.70%) Kotlin
10 12 (8.70%) PowerShell
11 7 (5.07%) C#
12 6 (4.35%) Elixir
12 6 (4.35%) Erlang
13 5 (3.62%) C++
13 5 (3.62%) Scala
13 5 (3.62%) Shell Script
14 4 (2.90%) ES6
14 4 (2.90%) ES7
Qualifications
1 13 (9.42%) Degree
2 9 (6.52%) AWS Certification
2 9 (6.52%) ISEB
3 5 (3.62%) Computer Science Degree
4 4 (2.90%) Master's Degree
5 3 (2.17%) Microsoft Certification
6 2 (1.45%) MCSE
7 1 (0.72%) CCNA
7 1 (0.72%) Cisco Certification
7 1 (0.72%) MCSA
7 1 (0.72%) PhD
7 1 (0.72%) Postgraduate
Quality Assurance & Compliance
1 6 (4.35%) GDPR
2 3 (2.17%) ISO/IEC 27001
3 2 (1.45%) PCI DSS
4 1 (0.72%) QA
4 1 (0.72%) SLA
System Software
1 64 (46.38%) Docker
2 15 (10.87%) Active Directory
3 14 (10.14%) VMware Infrastructure
4 6 (4.35%) Virtual Machines
5 4 (2.90%) Varnish
5 4 (2.90%) VMware Server
6 1 (0.72%) Apache Flume
6 1 (0.72%) Apache ZooKeeper
6 1 (0.72%) Hyper-V
6 1 (0.72%) Virtual Servers
6 1 (0.72%) vSphere
Systems Management
1 54 (39.13%) Terraform
2 49 (35.51%) Ansible
3 44 (31.88%) Opscode Chef
4 31 (22.46%) Puppet
5 22 (15.94%) Kubernetes
6 14 (10.14%) Mesos
7 12 (8.70%) ZABBIX
8 11 (7.97%) SCOM
9 10 (7.25%) rkt
9 10 (7.25%) Single Sign-On
10 9 (6.52%) EMC NetWorker
10 9 (6.52%) Nagios
11 7 (5.07%) Salt
12 4 (2.90%) Docker Swarm
12 4 (2.90%) Rancher
13 3 (2.17%) Hadoop YARN
13 3 (2.17%) Packer
13 3 (2.17%) SCCM
14 1 (0.72%) cPanel
14 1 (0.72%) logstash
Vendors
1 22 (15.94%) Microsoft
2 19 (13.77%) New Relic
3 16 (11.59%) Oracle
4 14 (10.14%) Red Hat
4 14 (10.14%) VMware
5 12 (8.70%) Cisco
6 11 (7.97%) IBM
7 10 (7.25%) EMC
7 10 (7.25%) McAfee
7 10 (7.25%) SolarWinds
8 9 (6.52%) Remedy
9 5 (3.62%) Apple
9 5 (3.62%) Google
9 5 (3.62%) SaltStack
9 5 (3.62%) Zend
10 4 (2.90%) Adobe
10 4 (2.90%) PagerDuty
11 2 (1.45%) Atlassian
11 2 (1.45%) Facebook
11 2 (1.45%) SAP