Period
to 21 April 2018

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

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 32 43 65
Rank change year-on-year +11 +22 +40
Permanent jobs citing Amazon AWS 364 203 156
As % of all permanent IT jobs advertised in Cambridgeshire 7.93% 5.90% 3.82%
As % of the Cloud Services category 45.39% 43.75% 40.21%
Number of salaries quoted 247 165 136
Cambridgeshire median annual salary £55,000 £48,500 £45,000
Median salary % change year-on-year +13.40% +7.78% -20.21%
10th Percentile £37,500 £32,750 £33,875
90th Percentile £81,750 £65,000 £61,750
East of England median annual salary £58,750 £50,000 £50,500
% change year-on-year +17.50% -0.99% +6.32%

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 802 464 388
As % of all permanent IT jobs advertised in Cambridgeshire 17.46% 13.49% 9.50%
Number of salaries quoted 581 380 330
Cambridgeshire median annual salary £50,000 £45,000 £43,000
Median salary % change year-on-year +11.11% +4.65% -4.44%
10th Percentile £32,500 £28,000 £25,725
90th Percentile £72,500 £62,500 £58,075
East of England median annual salary £52,500 £45,000 £45,000
% change year-on-year +16.67% - -

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 21 April 2018.

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 21 April 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
Cambridge +5 285 £60,000 +25.00% 45
Peterborough +7 42 £75,000 -3.23% 3
Huntingdon - 7 £47,500 - 1
St Neots - 2 £50,000 - 1
Amazon AWS
East of England

For the 6 months to 21 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 Cambridgeshire region with a requirement for Amazon AWS.

1 180 (49.45%) Python
2 139 (38.19%) DevOps
3 138 (37.91%) Docker
4 134 (36.81%) Microsoft Azure
5 130 (35.71%) Agile Software Development
6 124 (34.07%) JavaScript
7 118 (32.42%) Linux
8 112 (30.77%) Java
9 109 (29.95%) Web Services
10 99 (27.20%) Continuous Integration
11 95 (26.10%) Ansible
12 92 (25.27%) Jenkins
13 82 (22.53%) TDD
14 80 (21.98%) NoSQL
14 80 (21.98%) Ruby
15 79 (21.70%) Puppet
15 79 (21.70%) SQL
16 75 (20.60%) .NET
17 73 (20.05%) Machine Learning
17 73 (20.05%) WorldPay
18 71 (19.51%) Node.js
19 70 (19.23%) MongoDB
20 69 (18.96%) Software Engineering
21 63 (17.31%) Windows
22 60 (16.48%) AngularJS
23 58 (15.93%) Degree
23 58 (15.93%) Computer Science
24 57 (15.66%) Splunk
25 56 (15.38%) Bash Shell
25 56 (15.38%) VMware

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 31 (8.52%) Apache Spark
2 18 (4.95%) Elasticsearch
3 17 (4.67%) OpenStack
4 14 (3.85%) Apache
5 12 (3.30%) Confluence
6 6 (1.65%) ArcGIS
6 6 (1.65%) ArcSDE
6 6 (1.65%) GeoServer
6 6 (1.65%) nginx
6 6 (1.65%) WebLogic
6 6 (1.65%) WebSphere
7 3 (0.82%) SAS
8 2 (0.55%) Tomcat
9 1 (0.27%) Apache Solr
9 1 (0.27%) Exchange Server 2010
9 1 (0.27%) IIS
9 1 (0.27%) JBoss
9 1 (0.27%) MS Exchange
9 1 (0.27%) uWSGI
Applications
1 2 (0.55%) Microsoft Excel
1 2 (0.55%) Microsoft PowerPoint
1 2 (0.55%) Microsoft Project
Business Applications
1 26 (7.14%) Payment Gateway
2 6 (1.65%) Documaker
3 2 (0.55%) Dynamics AX
4 1 (0.27%) SAP MDG
4 1 (0.27%) SAP MDM
Cloud Services
1 134 (36.81%) Microsoft Azure
2 47 (12.91%) GitHub
3 40 (10.99%) OpenShift
4 34 (9.34%) Cloud Computing
5 27 (7.42%) Amazon CloudWatch
6 21 (5.77%) Google Cloud Platform
7 20 (5.49%) IaaS
7 20 (5.49%) SaaS
8 19 (5.22%) Amazon EC2
9 12 (3.30%) AWS Elastic Beanstalk
9 12 (3.30%) Office 365
10 9 (2.47%) AWS CloudFormation
10 9 (2.47%) PaaS
11 6 (1.65%) Virtual Private Cloud
12 4 (1.10%) DigitalOcean
12 4 (1.10%) Heroku
13 3 (0.82%) Amazon S3
13 3 (0.82%) Azure Machine Learning
13 3 (0.82%) Route 53
14 2 (0.55%) npm
Communications & Networking
1 42 (11.54%) DNS
2 37 (10.16%) Firewall
3 20 (5.49%) SAN
4 15 (4.12%) Internet
5 11 (3.02%) Remote Desktop
5 11 (3.02%) TCP/IP
6 10 (2.75%) DHCP
6 10 (2.75%) HTTP
7 9 (2.47%) NAS
7 9 (2.47%) SSL
8 8 (2.20%) OpenVPN
8 8 (2.20%) SSH
9 7 (1.92%) VPN
10 6 (1.65%) FTP
10 6 (1.65%) HTTPS
10 6 (1.65%) ICMP
10 6 (1.65%) IMAP
10 6 (1.65%) IPsec
10 6 (1.65%) SNMP
10 6 (1.65%) Telnet
Database & Business Intelligence
1 80 (21.98%) NoSQL
2 70 (19.23%) MongoDB
3 45 (12.36%) Big Data
4 43 (11.81%) Apache Cassandra
5 38 (10.44%) SQL Server
6 23 (6.32%) PostgreSQL
7 22 (6.04%) MySQL
7 22 (6.04%) Relational Database
8 15 (4.12%) HBase
9 13 (3.57%) Hadoop
10 8 (2.20%) Amazon RDS
11 7 (1.92%) Data Warehouse
11 7 (1.92%) Oracle Database
12 6 (1.65%) GIS
13 5 (1.37%) Power BI
14 4 (1.10%) Amazon Redshift
14 4 (1.10%) Couchbase
14 4 (1.10%) CouchDB
14 4 (1.10%) RDBMS
14 4 (1.10%) SQL Server Reporting Services
Development Applications
1 92 (25.27%) Jenkins
2 55 (15.11%) Git (software)
3 46 (12.64%) Sonatype Nexus
4 26 (7.14%) Cucumber
5 22 (6.04%) JIRA
6 19 (5.22%) Maven
7 13 (3.57%) Vagrant
8 10 (2.75%) GitLab
8 10 (2.75%) Visual Studio
9 7 (1.92%) CircleCI
10 6 (1.65%) Atlassian Bamboo
10 6 (1.65%) Gerrit
10 6 (1.65%) Mercurial
10 6 (1.65%) Subversion
11 4 (1.10%) Bitbucket
11 4 (1.10%) GoCD
11 4 (1.10%) Hudson
11 4 (1.10%) Selenium
11 4 (1.10%) Visual Studio Team System
11 4 (1.10%) webpack
General
1 56 (15.38%) Finance
2 29 (7.97%) Games
3 10 (2.75%) Electronics
4 8 (2.20%) Manufacturing
5 5 (1.37%) Marketing
6 4 (1.10%) Pharmaceutical
7 3 (0.82%) Retail
8 2 (0.55%) Advertising
8 2 (0.55%) Telecoms
9 1 (0.27%) Banking
9 1 (0.27%) Financial Institution
9 1 (0.27%) Law
Job Titles
1 111 (30.49%) Developer
2 64 (17.58%) Senior Developer
3 59 (16.21%) Java Developer
4 47 (12.91%) DevOps Engineer
5 42 (11.54%) Architect
6 39 (10.71%) Cloud Engineer
7 34 (9.34%) Solutions Architect
8 29 (7.97%) Senior Java Developer
9 24 (6.59%) Software Developer
9 24 (6.59%) Software Engineer
10 22 (6.04%) AWS Engineer
11 19 (5.22%) Analyst
11 19 (5.22%) Infrastructure Engineer
11 19 (5.22%) Scala Developer
11 19 (5.22%) Senior Scala Developer
12 18 (4.95%) Administrator
12 18 (4.95%) Java Scala Developer
12 18 (4.95%) Machine Learning Engineer
12 18 (4.95%) Senior Java Scala Developer
13 17 (4.67%) Automation Engineer
Libraries, Frameworks & Software Standards
1 109 (29.95%) Web Services
2 75 (20.60%) .NET
3 71 (19.51%) Node.js
4 60 (16.48%) AngularJS
5 49 (13.46%) Spring
6 41 (11.26%) Akka
7 34 (9.34%) Middleware
8 32 (8.79%) RESTful
9 24 (6.59%) .NET Framework
10 20 (5.49%) .NET Core
11 19 (5.22%) LAMP
12 18 (4.95%) JSON
13 17 (4.67%) React
14 13 (3.57%) Django
14 13 (3.57%) REST
14 13 (3.57%) TensorFlow
15 10 (2.75%) ASP.NET
15 10 (2.75%) HTML
16 9 (2.47%) J2EE
17 8 (2.20%) CSS
Miscellaneous
1 58 (15.93%) Computer Science
2 55 (15.11%) Public Cloud
3 43 (11.81%) Private Cloud
4 41 (11.26%) Fintech
5 36 (9.89%) Data Centre
6 31 (8.52%) Linux Command Line
7 27 (7.42%) Xbox
8 22 (6.04%) Distributed Denial-of-Service
8 22 (6.04%) Online Games
9 20 (5.49%) Algorithms
10 17 (4.67%) Analytical Skills
11 14 (3.85%) Data Structures
12 11 (3.02%) Internet of Things
12 11 (3.02%) Mobile App
13 10 (2.75%) Greenfield Project
14 9 (2.47%) Life Science
15 8 (2.20%) User Experience
16 6 (1.65%) 3D Graphics
16 6 (1.65%) Smartphone
17 5 (1.37%) Replication
Operating Systems
1 118 (32.42%) Linux
2 63 (17.31%) Windows
3 36 (9.89%) Unix
4 34 (9.34%) Android
5 26 (7.14%) Apple iOS
6 16 (4.40%) Windows Server
7 14 (3.85%) Windows Server 2008
7 14 (3.85%) Windows Server 2012
8 11 (3.02%) CentOS
8 11 (3.02%) Solaris
9 6 (1.65%) Red Hat Enterprise Linux
10 5 (1.37%) Mac OS
10 5 (1.37%) Mac OS X
10 5 (1.37%) Windows 10
11 3 (0.82%) Ubuntu
12 2 (0.55%) Amazon Linux
12 2 (0.55%) VMS
13 1 (0.27%) CoreOS
13 1 (0.27%) Debian
13 1 (0.27%) Embedded Linux
Processes & Methodologies
1 139 (38.19%) DevOps
2 130 (35.71%) Agile Software Development
3 99 (27.20%) Continuous Integration
4 82 (22.53%) TDD
5 73 (20.05%) Machine Learning
6 69 (18.96%) Software Engineering
7 55 (15.11%) Continuous Delivery
8 54 (14.84%) Microservices
9 48 (13.19%) Configuration Management
10 47 (12.91%) Artificial Intelligence
11 42 (11.54%) E-Commerce
12 38 (10.44%) Load Balancing
13 37 (10.16%) Test Automation
14 33 (9.07%) Continuous Deployment
14 33 (9.07%) Data Science
15 29 (7.97%) Integration Testing
16 28 (7.69%) Mathematics
16 28 (7.69%) Scrum
17 27 (7.42%) Cloud Operations
18 25 (6.87%) SOLID
Programming Languages
1 180 (49.45%) Python
2 124 (34.07%) JavaScript
3 112 (30.77%) Java
4 80 (21.98%) Ruby
5 79 (21.70%) SQL
6 56 (15.38%) Bash Shell
7 55 (15.11%) C#
8 50 (13.74%) Scala
9 45 (12.36%) PowerShell
10 38 (10.44%) PHP
11 20 (5.49%) C++
12 14 (3.85%) C
13 10 (2.75%) Perl
14 4 (1.10%) Apple Swift
14 4 (1.10%) Go
14 4 (1.10%) Objective-C
14 4 (1.10%) Shell Script
15 3 (0.82%) Kotlin
15 3 (0.82%) TypeScript
16 2 (0.55%) Julia
Qualifications
1 58 (15.93%) Degree
2 23 (6.32%) Computer Science Degree
3 15 (4.12%) Cisco Certification
4 14 (3.85%) CCNA
5 13 (3.57%) VMware Certified Professional (VCP)
6 9 (2.47%) PhD
7 8 (2.20%) CCA
7 8 (2.20%) Citrix Certification
7 8 (2.20%) MCSE
7 8 (2.20%) Microsoft Certification
8 5 (1.37%) CCIE
8 5 (1.37%) CCNP
8 5 (1.37%) RHCE
9 2 (0.55%) CISSP
10 1 (0.27%) (ISC)2 CCSP
10 1 (0.27%) CISM
10 1 (0.27%) ITIL Certification
10 1 (0.27%) Numerate Degree
10 1 (0.27%) SANS
Quality Assurance & Compliance
1 25 (6.87%) PCI DSS
2 8 (2.20%) SLA
3 6 (1.65%) ISO/IEC 27001
4 5 (1.37%) GCP
5 4 (1.10%) QA
6 2 (0.55%) GDPR
7 1 (0.27%) COBIT
7 1 (0.27%) COSO
7 1 (0.27%) Data Quality
System Software
1 138 (37.91%) Docker
2 42 (11.54%) VMware Infrastructure
3 34 (9.34%) Active Directory
4 29 (7.97%) vSphere
5 27 (7.42%) Virtual Desktop
5 27 (7.42%) Virtual Servers
6 10 (2.75%) LXC
7 9 (2.47%) Hyper-V
8 7 (1.92%) NFS
8 7 (1.92%) Samba
8 7 (1.92%) VirtualBox
9 6 (1.65%) Xen
10 5 (1.37%) XenApp
10 5 (1.37%) XenDesktop
11 3 (0.82%) Apache ZooKeeper
12 2 (0.55%) Ceph
12 2 (0.55%) Varnish
12 2 (0.55%) Virtual Machines
12 2 (0.55%) VMware ESXi
13 1 (0.27%) Apache Flume
Systems Management
1 95 (26.10%) Ansible
2 79 (21.70%) Puppet
3 50 (13.74%) Opscode Chef
4 33 (9.07%) vRealize
5 28 (7.69%) Terraform
6 27 (7.42%) Nagios
6 27 (7.42%) vCenter Server
7 25 (6.87%) Kubernetes
8 10 (2.75%) NetBackup
9 7 (1.92%) Kibana
10 6 (1.65%) logstash
10 6 (1.65%) Rancher
10 6 (1.65%) Sysdig
11 5 (1.37%) Grafana
11 5 (1.37%) Graphite
11 5 (1.37%) Graylog
11 5 (1.37%) Microsoft Intune
11 5 (1.37%) XenMobile
12 4 (1.10%) Docker Swarm
13 2 (0.55%) yum
Vendors
1 73 (20.05%) WorldPay
2 57 (15.66%) Splunk
3 56 (15.38%) VMware
4 51 (14.01%) AppDynamics
5 44 (12.09%) Oracle
6 43 (11.81%) Citrix
7 40 (10.99%) Cisco
8 39 (10.71%) Microsoft
9 33 (9.07%) BMC
10 32 (8.79%) F5
10 32 (8.79%) Fortinet
11 26 (7.14%) NetApp
12 24 (6.59%) Google
13 23 (6.32%) ServiceNow
14 18 (4.95%) Qualys
15 15 (4.12%) HP
16 12 (3.30%) Red Hat
17 9 (2.47%) Intel
18 7 (1.92%) IBM
19 6 (1.65%) ESRI