Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Amazon CloudFront
UK
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 996 1124 1154
Rank change year-on-year +128 +30 +120
Permanent jobs citing CloudFront 146 75 89
As % of all permanent IT jobs advertised in the UK 0.089% 0.043% 0.047%
As % of the Cloud Services category 0.38% 0.23% 0.36%
Number of salaries quoted 118 61 80
UK median annual salary £65,000 £70,000 £60,000
Median salary % change year-on-year -7.14% +16.67% +20.00%
10th Percentile £47,500 £46,250 £35,000
90th Percentile £86,625 £86,500 £85,250
UK excluding London median annual salary £63,150 £45,000 £41,250
% change year-on-year +40.33% +9.09% -13.16%

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 38,890 32,021 24,488
As % of all permanent IT jobs advertised in the UK 23.60% 18.32% 12.80%
Number of salaries quoted 31,350 26,317 20,540
UK median annual salary £55,000 £51,000 £50,000
Median salary % change year-on-year +7.84% +2.00% +5.26%
10th Percentile £30,000 £27,750 £28,000
90th Percentile £85,000 £80,000 £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 19 October 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 19 October 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 +109 137 £65,000 -7.14% 24
London +79 104 £65,000 -7.14% 17
UK excluding London +47 38 £63,150 +40.33% 8
Midlands +36 23 £65,000 - 2
East Midlands +10 16 £65,000 - 1
West Midlands - 7 £60,000 - 1
Scotland +2 5 £45,000 -10.00% 1
South East +1 4 - - 1
East of England +27 3 - -
North of England +18 2 £45,750 +48.78% 3
Yorkshire +23 1 £50,000 -
North West +5 1 £41,500 +34.96% 3
South West -2 1 £90,000 +125.00% 1

For the 6 months to 19 October 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.

1 146 (100.00%) Amazon AWS
2 93 (63.70%) Amazon EC2
3 84 (57.53%) Amazon S3
4 78 (53.42%) DevOps
5 72 (49.32%) Amazon RDS
6 70 (47.95%) Docker
7 64 (43.84%) Java
8 62 (42.47%) Agile Software Development
9 59 (40.41%) Serverless
10 55 (37.67%) Python
10 55 (37.67%) Terraform
11 53 (36.30%) AWS Lambda
11 53 (36.30%) Virtual Private Cloud
12 51 (34.93%) Finance
13 50 (34.25%) Jenkins
14 48 (32.88%) Linux
15 47 (32.19%) Ansible
16 45 (30.82%) Node.js
16 45 (30.82%) MySQL
17 44 (30.14%) Elasticsearch
17 44 (30.14%) Opscode Chef
18 39 (26.71%) AWS CloudFormation
18 39 (26.71%) Web Services
19 37 (25.34%) TDD
20 35 (23.97%) SQL
21 34 (23.29%) Continuous Integration
21 34 (23.29%) Puppet
22 32 (21.92%) Route 53
23 31 (21.23%) Amazon CloudWatch
23 31 (21.23%) JavaScript

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 (30.14%) Elasticsearch
2 26 (17.81%) CMS
3 19 (13.01%) nginx
4 18 (12.33%) Apache
4 18 (12.33%) WordPress
5 11 (7.53%) Drupal
6 10 (6.85%) JBoss
7 8 (5.48%) SharePoint
8 6 (4.11%) SharePoint 2013
8 6 (4.11%) Tomcat
9 5 (3.42%) Adobe Experience Manager
10 4 (2.74%) Apache Spark
11 3 (2.05%) Amazon Alexa
12 2 (1.37%) Confluence
12 2 (1.37%) MS Exchange
12 2 (1.37%) Skype for Business
13 1 (0.68%) Apache Solr
13 1 (0.68%) Blackberry Enterprise Server
13 1 (0.68%) SAS
Applications
1 5 (3.42%) Microsoft Excel
1 5 (3.42%) Microsoft PowerPoint
2 4 (2.74%) Chatbot
3 3 (2.05%) Snapchat
Business Applications
1 6 (4.11%) Salesforce.com CRM
2 5 (3.42%) Remedy ITSM
3 2 (1.37%) SAP ERP
Cloud Services
1 146 (100.00%) Amazon AWS
2 93 (63.70%) Amazon EC2
3 84 (57.53%) Amazon S3
4 59 (40.41%) Serverless
5 53 (36.30%) AWS Lambda
5 53 (36.30%) Virtual Private Cloud
6 39 (26.71%) AWS CloudFormation
7 32 (21.92%) Route 53
8 31 (21.23%) Amazon CloudWatch
9 26 (17.81%) AWS Elastic Beanstalk
10 25 (17.12%) SaaS
11 23 (15.75%) Amazon ElastiCache
12 18 (12.33%) Amazon ELB
13 16 (10.96%) Microsoft Azure
14 14 (9.59%) GitHub
15 12 (8.22%) Amazon SQS
16 11 (7.53%) IaaS
17 8 (5.48%) Amazon Kinesis
17 8 (5.48%) AWS CloudTrail
17 8 (5.48%) AWS CodePipeline
Communications & Networking
1 21 (14.38%) DNS
2 16 (10.96%) Internet
3 13 (8.90%) OpenLDAP
3 13 (8.90%) TCP/IP
4 12 (8.22%) LAN
4 12 (8.22%) WAN
5 10 (6.85%) Firewall
5 10 (6.85%) HTTP
6 7 (4.79%) DHCP
6 7 (4.79%) VPN
7 5 (3.42%) IPsec
8 4 (2.74%) SNMP
9 3 (2.05%) IPv4
9 3 (2.05%) IPv6
9 3 (2.05%) SSH
10 2 (1.37%) SSL
11 1 (0.68%) HTTPS
11 1 (0.68%) Network Security
11 1 (0.68%) SMS
Database & Business Intelligence
1 72 (49.32%) Amazon RDS
2 45 (30.82%) MySQL
3 26 (17.81%) Amazon DynamoDB
4 19 (13.01%) SQL Server
5 17 (11.64%) NoSQL
6 15 (10.27%) PostgreSQL
6 15 (10.27%) Redis
7 14 (9.59%) MongoDB
8 13 (8.90%) Apache Cassandra
8 13 (8.90%) Relational Database
9 10 (6.85%) Big Data
10 8 (5.48%) Blockchain
11 4 (2.74%) Amazon Redshift
12 3 (2.05%) Data Warehouse
12 3 (2.05%) Hadoop
13 2 (1.37%) Amazon Aurora
13 2 (1.37%) Oracle Database
14 1 (0.68%) Apache Hive
14 1 (0.68%) HBase
14 1 (0.68%) Impala
Development Applications
1 50 (34.25%) Jenkins
2 19 (13.01%) Git (software)
3 13 (8.90%) Maven
4 10 (6.85%) PEAR
5 9 (6.16%) Bitbucket
5 9 (6.16%) Cucumber
6 7 (4.79%) Selenium
7 6 (4.11%) CircleCI
7 6 (4.11%) Karma Test Runner
7 6 (4.11%) Vagrant
8 5 (3.42%) GitLab
8 5 (3.42%) JMeter
8 5 (3.42%) Sonatype Nexus
9 4 (2.74%) Atlassian Bamboo
9 4 (2.74%) JIRA
9 4 (2.74%) Mocha
9 4 (2.74%) Subversion
10 3 (2.05%) Artifactory
10 3 (2.05%) git-flow
10 3 (2.05%) TeamCity
General
1 51 (34.93%) Finance
2 13 (8.90%) Banking
2 13 (8.90%) Retail
3 10 (6.85%) Games
3 10 (6.85%) Publishing
4 3 (2.05%) Military
5 2 (1.37%) Back Office
6 1 (0.68%) Automotive
6 1 (0.68%) Investment Banking
6 1 (0.68%) Law
6 1 (0.68%) Legal
6 1 (0.68%) Marketing
6 1 (0.68%) Telecoms
Job Titles
1 51 (34.93%) DevOps Engineer
2 44 (30.14%) Developer
3 24 (16.44%) AWS Engineer
3 24 (16.44%) Senior DevOps
3 24 (16.44%) Senior DevOps Engineer
4 21 (14.38%) AWS DevOps Engineer
5 15 (10.27%) AWS DevOps
5 15 (10.27%) Software Engineer
6 14 (9.59%) Senior Developer
7 13 (8.90%) Java Developer
8 11 (7.53%) Lead DevOps
8 11 (7.53%) Lead DevOps Engineer
9 9 (6.16%) 3rd Line Engineer
9 9 (6.16%) PHP Developer
10 8 (5.48%) Unix Engineer
11 7 (4.79%) 3rd Line Support Engineer
11 7 (4.79%) Infrastructure Engineer
11 7 (4.79%) Systems Engineer
11 7 (4.79%) Unix Support
11 7 (4.79%) Unix Support Engineer
Libraries, Frameworks & Software Standards
1 45 (30.82%) Node.js
2 39 (26.71%) Web Services
3 30 (20.55%) LDAP
4 29 (19.86%) AngularJS
5 21 (14.38%) CSS
6 19 (13.01%) React
7 18 (12.33%) HTML
8 17 (11.64%) REST
9 12 (8.22%) Sass
10 11 (7.53%) HTML5
11 10 (6.85%) SAML
11 10 (6.85%) Spring
12 8 (5.48%) Redux
13 7 (4.79%) Elastic Stack
14 6 (4.11%) .NET
15 5 (3.42%) Jest
15 5 (3.42%) Lucene
15 5 (3.42%) Middleware
15 5 (3.42%) OAuth
15 5 (3.42%) Swagger
Miscellaneous
1 16 (10.96%) Fintech
2 15 (10.27%) Computer Science
3 14 (9.59%) Private Cloud
4 11 (7.53%) Algorithms
4 11 (7.53%) Enterprise Software
5 10 (6.85%) Greenfield Project
5 10 (6.85%) Management Information System
6 9 (6.16%) Data Centre
6 9 (6.16%) Data Structures
7 8 (5.48%) Derivative
8 5 (3.42%) Linux Command Line
9 4 (2.74%) Augmented Reality
9 4 (2.74%) Equities
10 3 (2.05%) Digital Media
10 3 (2.05%) Hedge funds
10 3 (2.05%) Life Science
10 3 (2.05%) Market Risk
10 3 (2.05%) Public Cloud
10 3 (2.05%) User Experience
11 2 (1.37%) Distributed Denial-of-Service
Operating Systems
1 48 (32.88%) Linux
2 27 (18.49%) Unix
3 26 (17.81%) Windows
4 21 (14.38%) CentOS
5 10 (6.85%) Solaris
6 8 (5.48%) Windows Server
7 5 (3.42%) Red Hat Enterprise Linux
8 3 (2.05%) Android
9 2 (1.37%) Ubuntu
10 1 (0.68%) Debian
Processes & Methodologies
1 78 (53.42%) DevOps
2 62 (42.47%) Agile Software Development
3 37 (25.34%) TDD
4 34 (23.29%) Continuous Integration
5 29 (19.86%) Scrum
6 27 (18.49%) Configuration Management
7 26 (17.81%) High Availability
8 25 (17.12%) Continuous Delivery
8 25 (17.12%) Software Engineering
9 23 (15.75%) Test Automation
10 22 (15.07%) BDD
10 22 (15.07%) Microservices
11 20 (13.70%) Infrastructure Engineering
12 15 (10.27%) Line Management
13 14 (9.59%) Change Management
13 14 (9.59%) Strategic Planning
14 13 (8.90%) Requirements Analysis
15 12 (8.22%) CRM
15 12 (8.22%) Load Balancing
16 11 (7.53%) ITIL
Programming Languages
1 64 (43.84%) Java
2 55 (37.67%) Python
3 35 (23.97%) SQL
4 31 (21.23%) JavaScript
5 23 (15.75%) PHP
6 21 (14.38%) Ruby
7 18 (12.33%) Kotlin
7 18 (12.33%) TypeScript
8 17 (11.64%) Go
9 16 (10.96%) Bash Shell
9 16 (10.96%) Java 8
10 10 (6.85%) PowerShell
11 9 (6.16%) C#
12 6 (4.11%) C++
12 6 (4.11%) Elixir
12 6 (4.11%) Erlang
13 5 (3.42%) Shell Script
14 4 (2.74%) ES7
14 4 (2.74%) Scala
15 3 (2.05%) ES6
Qualifications
1 19 (13.01%) Degree
2 14 (9.59%) AWS Certification
3 8 (5.48%) Computer Science Degree
3 8 (5.48%) Master's Degree
4 5 (3.42%) ISEB
5 1 (0.68%) CCNA
5 1 (0.68%) Cisco Certification
5 1 (0.68%) MCSA
5 1 (0.68%) Microsoft Certification
Quality Assurance & Compliance
1 6 (4.11%) GDPR
2 3 (2.05%) ISO/IEC 27001
3 2 (1.37%) PCI DSS
4 1 (0.68%) SLA
System Software
1 70 (47.95%) Docker
2 14 (9.59%) VMware Infrastructure
3 8 (5.48%) Active Directory
4 6 (4.11%) Virtual Machines
5 5 (3.42%) Varnish
6 4 (2.74%) VMware Server
7 1 (0.68%) Apache Flume
7 1 (0.68%) Apache ZooKeeper
7 1 (0.68%) Hyper-V
7 1 (0.68%) Virtual Servers
7 1 (0.68%) vSphere
Systems Management
1 55 (37.67%) Terraform
2 47 (32.19%) Ansible
3 44 (30.14%) Opscode Chef
4 34 (23.29%) Puppet
5 21 (14.38%) Kubernetes
6 13 (8.90%) ZABBIX
7 11 (7.53%) SCOM
7 11 (7.53%) Single Sign-On
8 10 (6.85%) Mesos
9 9 (6.16%) EMC NetWorker
10 7 (4.79%) Nagios
11 6 (4.11%) rkt
11 6 (4.11%) Salt
12 5 (3.42%) Packer
13 4 (2.74%) Docker Swarm
13 4 (2.74%) Hadoop YARN
13 4 (2.74%) Rancher
13 4 (2.74%) Rundeck
14 2 (1.37%) cPanel
15 1 (0.68%) logstash
Vendors
1 19 (13.01%) New Relic
2 18 (12.33%) Microsoft
2 18 (12.33%) Oracle
3 17 (11.64%) Red Hat
4 14 (9.59%) VMware
5 11 (7.53%) Cisco
6 10 (6.85%) Apple
6 10 (6.85%) EMC
6 10 (6.85%) McAfee
6 10 (6.85%) SolarWinds
7 7 (4.79%) IBM
7 7 (4.79%) SaltStack
8 6 (4.11%) Salesforce.com
9 5 (3.42%) Adobe
9 5 (3.42%) PagerDuty
9 5 (3.42%) Remedy
9 5 (3.42%) Zend
10 4 (2.74%) Google
11 3 (2.05%) Facebook
11 3 (2.05%) Sun