Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Amazon AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon AWS over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 60 61 80
Rank change year-on-year +1 +19 +52
Permanent jobs citing Amazon AWS 205 146 130
As % of all permanent IT jobs advertised in Cambridgeshire 4.87% 4.25% 3.15%
As % of the Cloud Services category 34.17% 40.00% 38.92%
Number of salaries quoted 171 132 114
Cambridgeshire median annual salary £55,000 £50,000 £45,000
Median salary % change year-on-year +10.00% +11.11% -
10th Percentile £37,500 £26,375 £27,500
90th Percentile £75,000 £66,125 £72,500
East of England median annual salary £57,500 £52,500 £45,000
% change year-on-year +9.52% +16.67% -8.16%

Amazon AWS is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for cloud computing skills.

All Cloud Skills
Cambridgeshire
Permanent vacancies with a requirement for cloud computing skills 600 365 334
As % of all permanent IT jobs advertised in Cambridgeshire 14.25% 10.62% 8.08%
Number of salaries quoted 456 298 273
Cambridgeshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +12.50%
10th Percentile £30,000 £26,250 £24,600
90th Percentile £71,250 £65,375 £70,000
East of England median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% -5.56%

Amazon AWS
Job Vacancy Trend in Cambridgeshire

Job postings citing Amazon AWS as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Amazon AWS in Cambridgeshire

Amazon AWS
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon AWS in Cambridgeshire.

Salary trend for Amazon AWS in Cambridgeshire

Amazon AWS
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Amazon AWS in Cambridgeshire over the 6 months to 20 November 2017.

Salary histogram for Amazon AWS in Cambridgeshire

Amazon AWS
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon AWS within the Cambridgeshire region over the 6 months to 20 November 2017. 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
Cambridge -7 164 £52,500 +5.00% 28
Peterborough +2 12 £55,000 -29.03% 6
Huntingdon +18 7 - -
St Neots - 2 £55,000 -
Amazon AWS
East of England

For the 6 months to 20 November 2017, IT jobs citing Amazon AWS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridgeshire region with a requirement for Amazon AWS.

1 87 (42.44%) Python
2 84 (40.98%) Docker
3 83 (40.49%) Microsoft Azure
4 69 (33.66%) Degree
5 68 (33.17%) Agile Software Development
6 65 (31.71%) Web Services
7 62 (30.24%) Linux
7 62 (30.24%) Java
8 59 (28.78%) Computer Science
9 48 (23.41%) DevOps
10 45 (21.95%) C#
11 42 (20.49%) Windows
11 42 (20.49%) Software Engineering
11 42 (20.49%) NoSQL
12 41 (20.00%) .NET
13 40 (19.51%) SQL
14 39 (19.02%) JavaScript
14 39 (19.02%) TDD
15 36 (17.56%) Microsoft
16 34 (16.59%) Puppet
16 34 (16.59%) Computer Science Degree
17 32 (15.61%) OO
17 32 (15.61%) VMware
18 31 (15.12%) Git (software)
18 31 (15.12%) MongoDB
18 31 (15.12%) AngularJS
18 31 (15.12%) Ansible
19 30 (14.63%) SaaS
20 28 (13.66%) Opscode Chef
21 27 (13.17%) SQL Server

Amazon AWS
Co-occurring IT Skills in Cambridgeshire 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 17 (8.29%) Elasticsearch
2 11 (5.37%) nginx
3 7 (3.41%) Cloud Foundry
4 6 (2.93%) IIS
4 6 (2.93%) OpenStack
5 4 (1.95%) Apache
6 3 (1.46%) Apache Spark
7 1 (0.49%) JBoss
7 1 (0.49%) Oracle SOA Suite
7 1 (0.49%) uWSGI
Applications
1 1 (0.49%) Chatbot
Business Applications
1 1 (0.49%) SAP MDG
1 1 (0.49%) SAP MDM
Cloud Services
1 83 (40.49%) Microsoft Azure
2 30 (14.63%) SaaS
3 20 (9.76%) Cloud Computing
4 19 (9.27%) IaaS
5 15 (7.32%) PaaS
6 12 (5.85%) Office 365
7 10 (4.88%) AWS CloudFormation
8 8 (3.90%) Amazon CloudWatch
9 7 (3.41%) Google Cloud Platform
10 5 (2.44%) Virtual Private Cloud
11 4 (1.95%) Amazon S3
12 3 (1.46%) Amazon EC2
12 3 (1.46%) Azure Machine Learning
13 2 (0.98%) GitHub
13 2 (0.98%) Google Analytics
13 2 (0.98%) OpenShift
13 2 (0.98%) Serverless
14 1 (0.49%) DigitalOcean
14 1 (0.49%) Google Play
14 1 (0.49%) Heroku
Communications & Networking
1 24 (11.71%) Internet
2 15 (7.32%) Firewall
3 12 (5.85%) SMS
4 11 (5.37%) NAS
4 11 (5.37%) SAN
5 9 (4.39%) DNS
6 8 (3.90%) TCP/IP
7 7 (3.41%) Network Security
8 6 (2.93%) Remote Desktop
9 5 (2.44%) VPN
10 4 (1.95%) DHCP
10 4 (1.95%) LAN
10 4 (1.95%) LDAP
10 4 (1.95%) OpenVPN
10 4 (1.95%) WAN
11 3 (1.46%) BGP
11 3 (1.46%) VLAN
11 3 (1.46%) Wireless
12 1 (0.49%) Wi-Fi
12 1 (0.49%) ZigBee
Database & Business Intelligence
1 42 (20.49%) NoSQL
2 31 (15.12%) MongoDB
3 27 (13.17%) SQL Server
4 21 (10.24%) Big Data
5 14 (6.83%) HBase
6 11 (5.37%) MySQL
7 8 (3.90%) Hadoop
7 8 (3.90%) PostgreSQL
8 5 (2.44%) Apache Cassandra
9 3 (1.46%) Data Warehouse
10 2 (0.98%) Amazon RDS
10 2 (0.98%) Data Mining
10 2 (0.98%) DocumentDB
10 2 (0.98%) Relational Database
10 2 (0.98%) SQL Server 2008
10 2 (0.98%) SQL Server 2012
11 1 (0.49%) Amazon Aurora
11 1 (0.49%) Amazon DynamoDB
11 1 (0.49%) Amazon Redshift
11 1 (0.49%) Oracle Database
Development Applications
1 31 (15.12%) Git (software)
2 21 (10.24%) Jenkins
3 12 (5.85%) Maven
4 8 (3.90%) Cucumber
4 8 (3.90%) JBehave
5 4 (1.95%) GitLab
6 3 (1.46%) Visual Studio
7 2 (0.98%) Atlassian Bamboo
7 2 (0.98%) JUnit
7 2 (0.98%) Sonatype Nexus
8 1 (0.49%) ERwin
8 1 (0.49%) GoCD
8 1 (0.49%) Gradle
8 1 (0.49%) Mercurial
8 1 (0.49%) Talend Open Studio
8 1 (0.49%) TeamCity
8 1 (0.49%) Visual Studio Team System
8 1 (0.49%) webpack
General
1 18 (8.78%) Finance
2 6 (2.93%) Advertising
3 5 (2.44%) Games
4 4 (1.95%) Marketing
5 3 (1.46%) Electronics
6 2 (0.98%) Automotive
6 2 (0.98%) Retail
7 1 (0.49%) Law
7 1 (0.49%) Manufacturing
7 1 (0.49%) Pharmaceutical
7 1 (0.49%) Telecoms
Job Titles
1 84 (40.98%) Developer
2 31 (15.12%) Java Developer
3 26 (12.68%) AWS Engineer
4 24 (11.71%) DevOps Engineer
5 23 (11.22%) Cloud Engineer
6 20 (9.76%) Architect
7 19 (9.27%) AWS Developer
7 19 (9.27%) Senior Developer
7 19 (9.27%) Software Engineer
8 17 (8.29%) Python Developer
8 17 (8.29%) Support Engineer
9 16 (7.80%) Administrator
10 15 (7.32%) Full Stack Developer
10 15 (7.32%) Java Engineer
11 14 (6.83%) .NET Developer
11 14 (6.83%) C# Developer
11 14 (6.83%) Systems Administrator
12 13 (6.34%) Django Developer
12 13 (6.34%) Infrastructure Engineer
12 13 (6.34%) Software Developer
Libraries, Frameworks & Software Standards
1 65 (31.71%) Web Services
2 41 (20.00%) .NET
3 31 (15.12%) AngularJS
4 24 (11.71%) Node.js
5 22 (10.73%) React
6 21 (10.24%) ASP.NET
7 20 (9.76%) Django
8 15 (7.32%) JSON
9 13 (6.34%) CSS
9 13 (6.34%) HTML
10 12 (5.85%) ASP.NET Web API
11 11 (5.37%) ASP.NET MVC
11 11 (5.37%) WCF
12 9 (4.39%) Flask
13 8 (3.90%) Ember.js
13 8 (3.90%) RabbitMQ
14 7 (3.41%) Celery
14 7 (3.41%) HTML5
14 7 (3.41%) SQLAlchemy
15 6 (2.93%) ASP.NET MVC 5
Miscellaneous
1 59 (28.78%) Computer Science
2 23 (11.22%) Data Structures
3 19 (9.27%) Algorithms
3 19 (9.27%) Internet of Things
4 17 (8.29%) Analytical Skills
4 17 (8.29%) Data Centre
5 16 (7.80%) Greenfield Project
6 12 (5.85%) Smart Energy
7 10 (4.88%) HP Storage
7 10 (4.88%) Hybrid Cloud
7 10 (4.88%) Public Cloud
8 6 (2.93%) Fintech
8 6 (2.93%) NHS
8 6 (2.93%) User Experience
9 5 (2.44%) Cyberthreat
9 5 (2.44%) Enterprise Software
9 5 (2.44%) Mobile App
10 4 (1.95%) Private Cloud
10 4 (1.95%) Video on Demand
11 3 (1.46%) Xbox
Operating Systems
1 62 (30.24%) Linux
2 42 (20.49%) Windows
3 14 (6.83%) CentOS
4 13 (6.34%) Android
5 12 (5.85%) Apple iOS
5 12 (5.85%) Ubuntu
6 10 (4.88%) Debian
7 9 (4.39%) Windows Server
8 7 (3.41%) Red Hat Enterprise Linux
9 6 (2.93%) Mac OS
10 3 (1.46%) Windows Server 2008
10 3 (1.46%) Windows Server 2012
11 2 (0.98%) Unix
12 1 (0.49%) CoreOS
12 1 (0.49%) Embedded Linux
12 1 (0.49%) Windows 10
Processes & Methodologies
1 68 (33.17%) Agile Software Development
2 48 (23.41%) DevOps
3 42 (20.49%) Software Engineering
4 39 (19.02%) TDD
5 32 (15.61%) OO
6 24 (11.71%) Mathematics
7 22 (10.73%) Machine Learning
8 19 (9.27%) MVC
8 19 (9.27%) Web Development
9 17 (8.29%) Multithreading
9 17 (8.29%) OOP
9 17 (8.29%) Unit Testing
10 15 (7.32%) Scrum
11 14 (6.83%) Continuous Deployment
11 14 (6.83%) Physics
12 13 (6.34%) Collaborative Working
13 12 (5.85%) Analytics
13 12 (5.85%) Continuous Delivery
13 12 (5.85%) Continuous Integration
14 11 (5.37%) Microservices
Programming Languages
1 87 (42.44%) Python
2 62 (30.24%) Java
3 45 (21.95%) C#
4 40 (19.51%) SQL
5 39 (19.02%) JavaScript
6 23 (11.22%) Bash Shell
7 21 (10.24%) C++
7 21 (10.24%) Perl
8 9 (4.39%) C
9 8 (3.90%) Ruby
10 7 (3.41%) PHP
11 6 (2.93%) PowerShell
12 5 (2.44%) Apple Swift
12 5 (2.44%) Julia
12 5 (2.44%) Objective-C
12 5 (2.44%) R
12 5 (2.44%) Scala
13 3 (1.46%) Kotlin
14 2 (0.98%) Shell Script
15 1 (0.49%) Go
Qualifications
1 69 (33.66%) Degree
2 34 (16.59%) Computer Science Degree
3 9 (4.39%) CCNA
3 9 (4.39%) Cisco Certification
4 5 (2.44%) PhD
5 3 (1.46%) MCSE
5 3 (1.46%) Microsoft Certification
6 1 (0.49%) ITIL Certification
Quality Assurance & Compliance
1 11 (5.37%) QA
2 2 (0.98%) ISO/IEC 27001
System Software
1 84 (40.98%) Docker
2 22 (10.73%) VMware Infrastructure
3 21 (10.24%) Hyper-V
4 8 (3.90%) Active Directory
5 6 (2.93%) LXC
6 5 (2.44%) NFS
7 3 (1.46%) ISA Server
7 3 (1.46%) vSphere
8 2 (0.98%) iptables
8 2 (0.98%) KVM
8 2 (0.98%) Samba
8 2 (0.98%) Virtual Machines
8 2 (0.98%) VMware ESXi
9 1 (0.49%) XenApp
9 1 (0.49%) XenDesktop
Systems Management
1 34 (16.59%) Puppet
2 31 (15.12%) Ansible
3 28 (13.66%) Opscode Chef
4 18 (8.78%) Kubernetes
5 13 (6.34%) Grafana
5 13 (6.34%) Munin
5 13 (6.34%) ZABBIX
6 9 (4.39%) Systems Management Server (SMS)
7 8 (3.90%) Salt
8 7 (3.41%) SCCM
8 7 (3.41%) SCOM
9 6 (2.93%) Graphite
9 6 (2.93%) Graylog
9 6 (2.93%) Kibana
9 6 (2.93%) logstash
10 4 (1.95%) Terraform
11 3 (1.46%) Nagios
12 1 (0.49%) Mesos
12 1 (0.49%) Microsoft Intune
12 1 (0.49%) XenMobile
Vendors
1 36 (17.56%) Microsoft
2 32 (15.61%) VMware
3 20 (9.76%) Cisco
4 11 (5.37%) Google
5 10 (4.88%) HP
5 10 (4.88%) Oracle
6 8 (3.90%) Splunk
7 7 (3.41%) Cognizant
8 4 (1.95%) Brocade
8 4 (1.95%) Fortinet
8 4 (1.95%) NetApp
8 4 (1.95%) Rackspace
9 3 (1.46%) Apple
9 3 (1.46%) EMC
9 3 (1.46%) Huawei
9 3 (1.46%) NETGEAR
9 3 (1.46%) Xamarin
10 2 (0.98%) Qualys
10 2 (0.98%) Red Hat
10 2 (0.98%) SAP