Period
to 22 April 2018

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 22 April 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Cambridgeshire > Cambridge
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 31 37 50
Rank change year-on-year +6 +13 +45
Permanent jobs citing Amazon AWS 285 181 149
As % of all permanent IT jobs advertised in Cambridge 8.28% 7.30% 5.23%
As % of the Cloud Services category 49.05% 51.86% 54.18%
Number of salaries quoted 184 159 129
Cambridge median annual salary £60,000 £48,000 £45,000
Median salary % change year-on-year +25.00% +6.67% -5.26%
10th Percentile £37,500 £32,750 £36,250
90th Percentile £85,000 £63,000 £61,750
Cambridgeshire median annual salary £55,000 £48,500 £45,000
% change year-on-year +13.40% +7.78% -20.21%

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 581 349 275
As % of all permanent IT jobs advertised in Cambridge 16.88% 14.08% 9.66%
Number of salaries quoted 411 287 221
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £35,000 £30,000 £32,500
90th Percentile £68,750 £62,500 £61,250
Cambridgeshire median annual salary £50,000 £45,000 £43,000
% change year-on-year +11.11% +4.65% -4.44%

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 22 April 2018.

Salary histogram for Amazon AWS in Cambridge

For the 6 months to 22 April 2018, IT jobs citing Amazon AWS 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 across the Cambridge region with a requirement for Amazon AWS.

1 174 (61.05%) Python
2 134 (47.02%) DevOps
3 111 (38.95%) JavaScript
4 107 (37.54%) Linux
5 103 (36.14%) Web Services
6 99 (34.74%) Microsoft Azure
7 97 (34.04%) Continuous Integration
7 97 (34.04%) Docker
8 94 (32.98%) Ansible
8 94 (32.98%) Java
9 90 (31.58%) Jenkins
10 87 (30.53%) Agile Software Development
11 79 (27.72%) Puppet
12 77 (27.02%) Ruby
13 73 (25.61%) WorldPay
14 62 (21.75%) Software Engineering
15 60 (21.05%) SQL
16 57 (20.00%) Splunk
17 56 (19.65%) Machine Learning
18 55 (19.30%) Bash Shell
18 55 (19.30%) Public Cloud
19 54 (18.95%) Computer Science
19 54 (18.95%) Degree
20 53 (18.60%) AngularJS
21 52 (18.25%) Git (software)
22 51 (17.89%) AppDynamics
23 50 (17.54%) Opscode Chef
24 49 (17.19%) NoSQL
24 49 (17.19%) Continuous Delivery
25 48 (16.84%) Windows

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 18 (6.32%) Elasticsearch
2 14 (4.91%) Apache
3 13 (4.56%) Apache Spark
3 13 (4.56%) OpenStack
4 12 (4.21%) Confluence
5 6 (2.11%) ArcGIS
5 6 (2.11%) ArcSDE
5 6 (2.11%) GeoServer
5 6 (2.11%) nginx
5 6 (2.11%) WebLogic
5 6 (2.11%) WebSphere
6 3 (1.05%) SAS
7 2 (0.70%) Tomcat
8 1 (0.35%) Apache Solr
8 1 (0.35%) IIS
8 1 (0.35%) uWSGI
Applications
1 2 (0.70%) Microsoft Excel
1 2 (0.70%) Microsoft PowerPoint
1 2 (0.70%) Microsoft Project
Business Applications
1 26 (9.12%) Payment Gateway
2 6 (2.11%) Documaker
3 2 (0.70%) Dynamics AX
4 1 (0.35%) SAP MDG
4 1 (0.35%) SAP MDM
Cloud Services
1 99 (34.74%) Microsoft Azure
2 47 (16.49%) GitHub
3 40 (14.04%) OpenShift
4 34 (11.93%) Cloud Computing
5 27 (9.47%) Amazon CloudWatch
6 19 (6.67%) Amazon EC2
7 18 (6.32%) Google Cloud Platform
7 18 (6.32%) SaaS
8 16 (5.61%) IaaS
9 12 (4.21%) AWS Elastic Beanstalk
10 9 (3.16%) AWS CloudFormation
11 6 (2.11%) Virtual Private Cloud
12 5 (1.75%) PaaS
13 4 (1.40%) DigitalOcean
13 4 (1.40%) Heroku
14 3 (1.05%) Amazon S3
14 3 (1.05%) Azure Machine Learning
14 3 (1.05%) Route 53
15 2 (0.70%) CloudFront
15 2 (0.70%) npm
Communications & Networking
1 42 (14.74%) DNS
2 36 (12.63%) Firewall
3 15 (5.26%) Internet
4 11 (3.86%) TCP/IP
5 10 (3.51%) DHCP
6 9 (3.16%) SSL
7 8 (2.81%) OpenVPN
7 8 (2.81%) SSH
8 7 (2.46%) SAN
8 7 (2.46%) VPN
9 6 (2.11%) FTP
9 6 (2.11%) HTTP
9 6 (2.11%) HTTPS
9 6 (2.11%) ICMP
9 6 (2.11%) IPsec
9 6 (2.11%) LAN
9 6 (2.11%) POP3
9 6 (2.11%) SMTP
9 6 (2.11%) SNMP
9 6 (2.11%) Telnet
Database & Business Intelligence
1 49 (17.19%) NoSQL
2 41 (14.39%) Apache Cassandra
3 35 (12.28%) MongoDB
4 31 (10.88%) SQL Server
5 25 (8.77%) Big Data
6 15 (5.26%) HBase
7 12 (4.21%) PostgreSQL
8 11 (3.86%) Hadoop
9 10 (3.51%) MySQL
10 8 (2.81%) Amazon RDS
11 7 (2.46%) Oracle Database
12 6 (2.11%) GIS
12 6 (2.11%) Relational Database
13 4 (1.40%) Couchbase
14 3 (1.05%) BusinessObjects
14 3 (1.05%) Data Warehouse
14 3 (1.05%) Power BI
15 2 (0.70%) BusinessObjects Business Intelligence
15 2 (0.70%) Crystal Reports
15 2 (0.70%) SAS EBI
Development Applications
1 90 (31.58%) Jenkins
2 52 (18.25%) Git (software)
3 46 (16.14%) Sonatype Nexus
4 26 (9.12%) Cucumber
5 20 (7.02%) JIRA
6 19 (6.67%) Maven
7 10 (3.51%) GitLab
8 8 (2.81%) Visual Studio
9 7 (2.46%) CircleCI
9 7 (2.46%) Vagrant
10 6 (2.11%) Gerrit
10 6 (2.11%) Subversion
11 4 (1.40%) Atlassian Bamboo
11 4 (1.40%) Bitbucket
11 4 (1.40%) Hudson
11 4 (1.40%) Mercurial
11 4 (1.40%) Protractor
11 4 (1.40%) Selenium
11 4 (1.40%) Visual Studio Team System
11 4 (1.40%) webpack
General
1 44 (15.44%) Finance
2 29 (10.18%) Games
3 6 (2.11%) Electronics
4 4 (1.40%) Pharmaceutical
5 3 (1.05%) Retail
6 2 (0.70%) Manufacturing
7 1 (0.35%) Banking
7 1 (0.35%) Financial Institution
7 1 (0.35%) Marketing
Job Titles
1 79 (27.72%) Developer
2 44 (15.44%) DevOps Engineer
3 43 (15.09%) Senior Developer
4 42 (14.74%) Java Developer
5 36 (12.63%) Cloud Engineer
6 23 (8.07%) Senior Java Developer
7 21 (7.37%) Architect
8 19 (6.67%) AWS Engineer
8 19 (6.67%) Machine Learning Engineer
8 19 (6.67%) Scala Developer
8 19 (6.67%) Senior Scala Developer
9 18 (6.32%) Infrastructure Engineer
9 18 (6.32%) Java Scala Developer
9 18 (6.32%) Senior Java Scala Developer
10 17 (5.96%) Automation Engineer
10 17 (5.96%) Software Developer
11 16 (5.61%) Administrator
11 16 (5.61%) CloudOps Engineer
12 15 (5.26%) Analyst
12 15 (5.26%) Python Developer
Libraries, Frameworks & Software Standards
1 103 (36.14%) Web Services
2 53 (18.60%) AngularJS
3 41 (14.39%) Akka
3 41 (14.39%) Spring
4 38 (13.33%) .NET
5 35 (12.28%) Node.js
6 34 (11.93%) Middleware
7 32 (11.23%) RESTful
8 22 (7.72%) .NET Framework
9 19 (6.67%) LAMP
10 16 (5.61%) JSON
11 13 (4.56%) Django
11 13 (4.56%) React
11 13 (4.56%) TensorFlow
12 7 (2.46%) ASP.NET
12 7 (2.46%) HTML
13 6 (2.11%) DirectX
13 6 (2.11%) OpenGL
13 6 (2.11%) SOAP
13 6 (2.11%) WCF
Miscellaneous
1 55 (19.30%) Public Cloud
2 54 (18.95%) Computer Science
3 43 (15.09%) Private Cloud
4 40 (14.04%) Fintech
5 35 (12.28%) Data Centre
6 31 (10.88%) Linux Command Line
7 22 (7.72%) Distributed Denial-of-Service
7 22 (7.72%) Online Games
8 20 (7.02%) Algorithms
9 14 (4.91%) Data Structures
10 12 (4.21%) Analytical Skills
11 11 (3.86%) Internet of Things
11 11 (3.86%) Mobile App
12 9 (3.16%) Life Science
13 6 (2.11%) 3D Graphics
13 6 (2.11%) Smartphone
13 6 (2.11%) User Experience
14 5 (1.75%) Digital TV
14 5 (1.75%) GPGPU
14 5 (1.75%) Greenfield Project
Operating Systems
1 107 (37.54%) Linux
2 48 (16.84%) Windows
3 36 (12.63%) Unix
4 34 (11.93%) Android
5 26 (9.12%) Apple iOS
6 11 (3.86%) CentOS
6 11 (3.86%) Solaris
7 7 (2.46%) Windows Server
8 6 (2.11%) Red Hat Enterprise Linux
8 6 (2.11%) Windows Server 2008
8 6 (2.11%) Windows Server 2012
9 5 (1.75%) Mac OS
9 5 (1.75%) Mac OS X
10 3 (1.05%) Ubuntu
11 2 (0.70%) Amazon Linux
11 2 (0.70%) VMS
12 1 (0.35%) CoreOS
12 1 (0.35%) Debian
12 1 (0.35%) Embedded Linux
Processes & Methodologies
1 134 (47.02%) DevOps
2 97 (34.04%) Continuous Integration
3 87 (30.53%) Agile Software Development
4 62 (21.75%) Software Engineering
5 56 (19.65%) Machine Learning
6 49 (17.19%) Continuous Delivery
7 48 (16.84%) Configuration Management
8 44 (15.44%) TDD
9 40 (14.04%) E-Commerce
10 34 (11.93%) Test Automation
11 33 (11.58%) Continuous Deployment
12 32 (11.23%) Artificial Intelligence
13 30 (10.53%) Load Balancing
14 29 (10.18%) Integration Testing
15 27 (9.47%) Cloud Operations
16 26 (9.12%) Deployment Automation
16 26 (9.12%) Mathematics
17 24 (8.42%) Software Architecture
18 23 (8.07%) Scrum
18 23 (8.07%) Wireframes
Programming Languages
1 174 (61.05%) Python
2 111 (38.95%) JavaScript
3 94 (32.98%) Java
4 77 (27.02%) Ruby
5 60 (21.05%) SQL
6 55 (19.30%) Bash Shell
7 44 (15.44%) Scala
8 37 (12.98%) PHP
9 34 (11.93%) PowerShell
10 24 (8.42%) C#
11 18 (6.32%) C++
12 10 (3.51%) Perl
13 9 (3.16%) C
14 4 (1.40%) Apple Swift
14 4 (1.40%) Objective-C
14 4 (1.40%) Shell Script
15 3 (1.05%) Kotlin
15 3 (1.05%) TypeScript
16 2 (0.70%) Clojure
16 2 (0.70%) R
Qualifications
1 54 (18.95%) Degree
2 23 (8.07%) Computer Science Degree
3 15 (5.26%) Cisco Certification
4 14 (4.91%) CCNA
5 9 (3.16%) PhD
6 5 (1.75%) CCIE
6 5 (1.75%) CCNP
6 5 (1.75%) RHCE
6 5 (1.75%) VMware Certified Professional (VCP)
7 2 (0.70%) CISSP
8 1 (0.35%) (ISC)2 CCSP
8 1 (0.35%) CISM
8 1 (0.35%) Numerate Degree
8 1 (0.35%) SANS
Quality Assurance & Compliance
1 25 (8.77%) PCI DSS
2 6 (2.11%) ISO/IEC 27001
3 5 (1.75%) GCP
4 3 (1.05%) QA
5 2 (0.70%) GDPR
6 1 (0.35%) COBIT
6 1 (0.35%) COSO
System Software
1 97 (34.04%) Docker
2 41 (14.39%) VMware Infrastructure
3 28 (9.82%) Active Directory
4 27 (9.47%) Virtual Desktop
4 27 (9.47%) Virtual Servers
4 27 (9.47%) vSphere
5 10 (3.51%) LXC
6 7 (2.46%) Samba
6 7 (2.46%) VirtualBox
7 6 (2.11%) Xen
8 3 (1.05%) Apache ZooKeeper
9 2 (0.70%) Ceph
9 2 (0.70%) NFS
9 2 (0.70%) Varnish
9 2 (0.70%) Virtual Machines
10 1 (0.35%) Apache Flume
10 1 (0.35%) Hyper-V
10 1 (0.35%) iptables
10 1 (0.35%) KVM
10 1 (0.35%) VMware ESXi
Systems Management
1 94 (32.98%) Ansible
2 79 (27.72%) Puppet
3 50 (17.54%) Opscode Chef
4 33 (11.58%) vRealize
5 27 (9.47%) Nagios
5 27 (9.47%) vCenter Server
6 26 (9.12%) Terraform
7 19 (6.67%) Kubernetes
8 7 (2.46%) Kibana
9 6 (2.11%) logstash
9 6 (2.11%) Rancher
9 6 (2.11%) Sysdig
10 5 (1.75%) Grafana
10 5 (1.75%) Graphite
10 5 (1.75%) Graylog
11 4 (1.40%) Docker Swarm
12 2 (0.70%) Nessus
12 2 (0.70%) NetBackup
12 2 (0.70%) Systems Management Server (SMS)
12 2 (0.70%) yum
Vendors
1 73 (25.61%) WorldPay
2 57 (20.00%) Splunk
3 51 (17.89%) AppDynamics
4 44 (15.44%) VMware
5 41 (14.39%) Cisco
6 33 (11.58%) BMC
6 33 (11.58%) Oracle
7 32 (11.23%) F5
7 32 (11.23%) Fortinet
8 27 (9.47%) Citrix
9 24 (8.42%) Microsoft
10 23 (8.07%) ServiceNow
11 19 (6.67%) Google
12 18 (6.32%) Qualys
13 12 (4.21%) Red Hat
14 9 (3.16%) NetApp
15 8 (2.81%) HP
16 7 (2.46%) Intel
16 7 (2.46%) Juniper
17 6 (2.11%) IBM