Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Cambridgeshire > Cambridge
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 54 46 57
Rank change year-on-year -8 +11 +48
Permanent jobs citing Amazon AWS 159 123 118
As % of all permanent IT jobs advertised in Cambridge 5.12% 5.40% 4.11%
As % of the Cloud Services category 36.30% 47.31% 44.87%
Number of salaries quoted 137 114 101
Cambridge median annual salary £52,500 £47,500 £43,000
Median salary % change year-on-year +10.53% +10.47% -4.44%
10th Percentile £37,500 £26,250 £27,500
90th Percentile £75,000 £65,000 £72,500
Cambridgeshire median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -

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 Cambridge with a requirement for cloud computing skills.

All Cloud Skills
Cambridge
Permanent vacancies with a requirement for cloud computing skills 438 260 263
As % of all permanent IT jobs advertised in Cambridge 14.10% 11.42% 9.16%
Number of salaries quoted 324 211 202
Cambridge median annual salary £50,000 £46,924 £43,000
Median salary % change year-on-year +6.56% +9.13% +7.50%
10th Percentile £30,375 £26,250 £27,500
90th Percentile £71,250 £65,000 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +12.50%

Amazon AWS
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Amazon AWS in Cambridge

Amazon AWS
Salary Trend in Cambridge

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

Salary trend for Amazon AWS in Cambridge

Amazon AWS
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Amazon AWS in Cambridge over the 6 months to 24 November 2017.

Salary histogram for Amazon AWS in Cambridge

For the 6 months to 24 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 Cambridge region with a requirement for Amazon AWS.

1 85 (53.46%) Python
2 69 (43.40%) Degree
3 65 (40.88%) Docker
4 58 (36.48%) Linux
4 58 (36.48%) Computer Science
5 57 (35.85%) Microsoft Azure
5 57 (35.85%) Web Services
6 55 (34.59%) Java
7 45 (28.30%) Agile Software Development
8 43 (27.04%) DevOps
9 35 (22.01%) Windows
10 32 (20.13%) JavaScript
10 32 (20.13%) Puppet
10 32 (20.13%) Computer Science Degree
11 31 (19.50%) Software Engineering
12 30 (18.87%) Ansible
13 28 (17.61%) NoSQL
13 28 (17.61%) Git (software)
14 27 (16.98%) VMware
15 26 (16.35%) SQL
15 26 (16.35%) Opscode Chef
16 25 (15.72%) SaaS
16 25 (15.72%) AngularJS
16 25 (15.72%) OO
17 24 (15.09%) C#
17 24 (15.09%) Internet
18 23 (14.47%) Microsoft
18 23 (14.47%) Mathematics
19 22 (13.84%) TDD
19 22 (13.84%) Bash Shell

Amazon AWS
Co-occurring IT Skills in Cambridge 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 14 (8.81%) Elasticsearch
2 11 (6.92%) nginx
3 6 (3.77%) Cloud Foundry
3 6 (3.77%) IIS
3 6 (3.77%) OpenStack
4 4 (2.52%) Apache
5 3 (1.89%) Apache Spark
6 1 (0.63%) Oracle SOA Suite
6 1 (0.63%) uWSGI
Business Applications
1 1 (0.63%) SAP MDG
1 1 (0.63%) SAP MDM
Cloud Services
1 57 (35.85%) Microsoft Azure
2 25 (15.72%) SaaS
3 20 (12.58%) Cloud Computing
4 13 (8.18%) IaaS
5 9 (5.66%) AWS CloudFormation
6 8 (5.03%) Google Cloud Platform
6 8 (5.03%) PaaS
7 7 (4.40%) Amazon CloudWatch
8 6 (3.77%) Virtual Private Cloud
9 5 (3.14%) Office 365
10 4 (2.52%) Amazon EC2
11 3 (1.89%) Amazon S3
11 3 (1.89%) Azure Machine Learning
12 2 (1.26%) GitHub
12 2 (1.26%) OpenShift
12 2 (1.26%) Serverless
13 1 (0.63%) AWS Lambda
13 1 (0.63%) DigitalOcean
13 1 (0.63%) Heroku
13 1 (0.63%) Route 53
Communications & Networking
1 24 (15.09%) Internet
2 12 (7.55%) Firewall
2 12 (7.55%) SMS
3 9 (5.66%) DNS
3 9 (5.66%) TCP/IP
4 8 (5.03%) Network Security
5 6 (3.77%) NAS
5 6 (3.77%) Remote Desktop
5 6 (3.77%) SAN
6 4 (2.52%) DHCP
6 4 (2.52%) LAN
6 4 (2.52%) LDAP
6 4 (2.52%) OpenVPN
6 4 (2.52%) WAN
7 3 (1.89%) BGP
7 3 (1.89%) VPN
7 3 (1.89%) Wireless
8 2 (1.26%) VLAN
9 1 (0.63%) Wi-Fi
9 1 (0.63%) ZigBee
Database & Business Intelligence
1 28 (17.61%) NoSQL
2 21 (13.21%) Big Data
2 21 (13.21%) SQL Server
3 17 (10.69%) MongoDB
4 14 (8.81%) HBase
5 9 (5.66%) MySQL
6 8 (5.03%) Hadoop
7 7 (4.40%) PostgreSQL
8 4 (2.52%) Apache Cassandra
9 3 (1.89%) Amazon RDS
9 3 (1.89%) Data Warehouse
10 2 (1.26%) Data Mining
11 1 (0.63%) Amazon DynamoDB
11 1 (0.63%) BusinessObjects
11 1 (0.63%) Data Mart
11 1 (0.63%) Oracle BI EE
11 1 (0.63%) Oracle Database
11 1 (0.63%) PowerCenter
11 1 (0.63%) Relational Database
11 1 (0.63%) Spotfire
Development Applications
1 28 (17.61%) Git (software)
2 20 (12.58%) Jenkins
3 12 (7.55%) Maven
4 8 (5.03%) Cucumber
4 8 (5.03%) JBehave
5 5 (3.14%) GitLab
6 3 (1.89%) Visual Studio
7 2 (1.26%) Sonatype Nexus
8 1 (0.63%) Atlassian Bamboo
8 1 (0.63%) ERwin
8 1 (0.63%) git-flow
8 1 (0.63%) GoCD
8 1 (0.63%) Gradle
8 1 (0.63%) JUnit
8 1 (0.63%) Talend Open Studio
8 1 (0.63%) TeamCity
8 1 (0.63%) Visual Studio Team System
8 1 (0.63%) webpack
General
1 12 (7.55%) Finance
2 4 (2.52%) Advertising
2 4 (2.52%) Games
3 2 (1.26%) Automotive
3 2 (1.26%) Electronics
3 2 (1.26%) Marketing
3 2 (1.26%) Retail
4 1 (0.63%) Pharmaceutical
Job Titles
1 61 (38.36%) Developer
2 27 (16.98%) Java Developer
3 25 (15.72%) AWS Engineer
4 24 (15.09%) Cloud Engineer
4 24 (15.09%) DevOps Engineer
5 17 (10.69%) Administrator
5 17 (10.69%) Python Developer
6 16 (10.06%) AWS Developer
6 16 (10.06%) Support Engineer
7 15 (9.43%) Systems Administrator
8 14 (8.81%) Software Engineer
9 13 (8.18%) Django Developer
9 13 (8.18%) Full Stack Developer
9 13 (8.18%) Java Engineer
9 13 (8.18%) Python/Django Developer
10 12 (7.55%) Linux Engineer
10 12 (7.55%) Senior Developer
11 11 (6.92%) Software Developer
12 10 (6.29%) Linux Administrator
12 10 (6.29%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 57 (35.85%) Web Services
2 25 (15.72%) AngularJS
3 21 (13.21%) Django
3 21 (13.21%) React
4 18 (11.32%) .NET
5 14 (8.81%) ASP.NET
5 14 (8.81%) JSON
6 10 (6.29%) Node.js
7 9 (5.66%) CSS
7 9 (5.66%) Flask
7 9 (5.66%) HTML
8 8 (5.03%) WCF
9 7 (4.40%) ASP.NET Web API
9 7 (4.40%) Celery
9 7 (4.40%) Ember.js
9 7 (4.40%) RabbitMQ
9 7 (4.40%) SQLAlchemy
10 6 (3.77%) HTML5
11 5 (3.14%) ASP.NET MVC
11 5 (3.14%) Twitter Bootstrap
Miscellaneous
1 58 (36.48%) Computer Science
2 21 (13.21%) Data Structures
3 19 (11.95%) Internet of Things
4 18 (11.32%) Analytical Skills
5 17 (10.69%) Algorithms
6 11 (6.92%) Data Centre
6 11 (6.92%) Smart Energy
7 8 (5.03%) Greenfield Project
8 6 (3.77%) Enterprise Software
8 6 (3.77%) Fintech
8 6 (3.77%) HP Storage
8 6 (3.77%) Public Cloud
9 5 (3.14%) Cyberthreat
9 5 (3.14%) Mobile App
9 5 (3.14%) Private Cloud
10 4 (2.52%) Hybrid Cloud
10 4 (2.52%) Virtual Team
11 3 (1.89%) NHS
12 2 (1.26%) 3D Graphics
12 2 (1.26%) Robotics
Operating Systems
1 58 (36.48%) Linux
2 35 (22.01%) Windows
3 12 (7.55%) CentOS
4 11 (6.92%) Ubuntu
5 9 (5.66%) Android
5 9 (5.66%) Debian
6 8 (5.03%) Apple iOS
7 7 (4.40%) Windows Server
8 6 (3.77%) Mac OS
8 6 (3.77%) Red Hat Enterprise Linux
9 2 (1.26%) Unix
9 2 (1.26%) Windows Server 2008
9 2 (1.26%) Windows Server 2012
10 1 (0.63%) CoreOS
10 1 (0.63%) Embedded Linux
Processes & Methodologies
1 45 (28.30%) Agile Software Development
2 43 (27.04%) DevOps
3 31 (19.50%) Software Engineering
4 25 (15.72%) OO
5 23 (14.47%) Mathematics
6 22 (13.84%) TDD
7 21 (13.21%) Machine Learning
8 19 (11.95%) Web Development
9 16 (10.06%) Multithreading
10 14 (8.81%) Continuous Deployment
10 14 (8.81%) OOP
10 14 (8.81%) Scrum
11 13 (8.18%) MVC
11 13 (8.18%) Physics
12 12 (7.55%) Continuous Integration
13 11 (6.92%) Collaborative Working
13 11 (6.92%) Continuous Delivery
13 11 (6.92%) Unit Testing
14 10 (6.29%) Artificial Intelligence
14 10 (6.29%) Front End Development
Programming Languages
1 85 (53.46%) Python
2 55 (34.59%) Java
3 32 (20.13%) JavaScript
4 26 (16.35%) SQL
5 24 (15.09%) C#
6 22 (13.84%) Bash Shell
7 19 (11.95%) C++
7 19 (11.95%) Perl
8 10 (6.29%) C
9 7 (4.40%) Ruby
10 6 (3.77%) PHP
11 5 (3.14%) Apple Swift
11 5 (3.14%) Julia
11 5 (3.14%) Objective-C
11 5 (3.14%) PowerShell
11 5 (3.14%) R
11 5 (3.14%) Scala
12 2 (1.26%) Shell Script
13 1 (0.63%) TypeScript
Qualifications
1 69 (43.40%) Degree
2 32 (20.13%) Computer Science Degree
3 9 (5.66%) CCNA
3 9 (5.66%) Cisco Certification
4 5 (3.14%) PhD
Quality Assurance & Compliance
1 6 (3.77%) QA
2 2 (1.26%) ISO/IEC 27001
System Software
1 65 (40.88%) Docker
2 16 (10.06%) VMware Infrastructure
3 15 (9.43%) Hyper-V
4 5 (3.14%) LXC
5 4 (2.52%) Active Directory
5 4 (2.52%) NFS
6 3 (1.89%) vSphere
7 2 (1.26%) iptables
7 2 (1.26%) KVM
7 2 (1.26%) Samba
7 2 (1.26%) Virtual Machines
7 2 (1.26%) VMware ESXi
Systems Management
1 32 (20.13%) Puppet
2 30 (18.87%) Ansible
3 26 (16.35%) Opscode Chef
4 17 (10.69%) Kubernetes
5 11 (6.92%) Grafana
5 11 (6.92%) Munin
5 11 (6.92%) ZABBIX
6 7 (4.40%) Salt
7 6 (3.77%) Systems Management Server (SMS)
8 5 (3.14%) Graphite
8 5 (3.14%) Graylog
8 5 (3.14%) Kibana
8 5 (3.14%) logstash
8 5 (3.14%) Terraform
9 4 (2.52%) Nagios
9 4 (2.52%) SCCM
9 4 (2.52%) SCOM
10 1 (0.63%) Docker Swarm
10 1 (0.63%) Mesos
Vendors
1 27 (16.98%) VMware
2 23 (14.47%) Microsoft
3 14 (8.81%) Cisco
4 10 (6.29%) Google
5 9 (5.66%) Oracle
6 7 (4.40%) Splunk
7 6 (3.77%) HP
8 4 (2.52%) Brocade
8 4 (2.52%) EMC
8 4 (2.52%) Fortinet
8 4 (2.52%) Huawei
8 4 (2.52%) NetApp
9 3 (1.89%) Rackspace
9 3 (1.89%) Xamarin
10 2 (1.26%) AppDynamics
10 2 (1.26%) Apple
10 2 (1.26%) NETGEAR
10 2 (1.26%) Qualys
10 2 (1.26%) Red Hat
10 2 (1.26%) WorldPay