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

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 50 54 72
Rank change year-on-year +4 +18 +47
Permanent jobs citing Amazon AWS 222 149 143
As % of all permanent IT jobs advertised in Cambridgeshire 5.27% 4.59% 3.50%
As % of the Cloud Services category 35.29% 45.29% 41.45%
Number of salaries quoted 170 125 131
Cambridgeshire median annual salary £55,000 £46,900 £43,000
Median salary % change year-on-year +17.27% +9.07% -23.76%
10th Percentile £38,339 £26,250 £31,250
90th Percentile £81,250 £65,000 £72,500
East of England median annual salary £57,500 £50,500 £45,000
% change year-on-year +13.86% +12.22% -10.00%

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 629 329 345
As % of all permanent IT jobs advertised in Cambridgeshire 14.94% 10.14% 8.45%
Number of salaries quoted 468 276 301
Cambridgeshire median annual salary £50,000 £44,500 £43,000
Median salary % change year-on-year +12.36% +3.49% +4.88%
10th Percentile £30,875 £26,250 £24,500
90th Percentile £75,000 £62,500 £71,250
East of England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +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 22 January 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 22 January 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 -4 172 £55,000 +18.41% 67
Peterborough +17 27 £57,250 -26.13% 5
Huntingdon - 5 £47,500 - 1
Amazon AWS
East of England

For the 6 months to 22 January 2018, 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.

1 103 (46.40%) Python
2 99 (44.59%) Docker
3 89 (40.09%) Agile Software Development
4 79 (35.59%) Microsoft Azure
5 77 (34.68%) Java
6 72 (32.43%) Web Services
7 67 (30.18%) DevOps
8 65 (29.28%) .NET
9 60 (27.03%) JavaScript
10 59 (26.58%) NoSQL
11 57 (25.68%) C#
12 56 (25.23%) TDD
12 56 (25.23%) Degree
12 56 (25.23%) Node.js
13 54 (24.32%) SQL
14 52 (23.42%) Computer Science
15 50 (22.52%) Linux
16 46 (20.72%) Software Engineering
17 43 (19.37%) MongoDB
18 42 (18.92%) Jenkins
19 41 (18.47%) AngularJS
19 41 (18.47%) Puppet
20 40 (18.02%) Git (software)
20 40 (18.02%) Ansible
21 37 (16.67%) Continuous Integration
22 36 (16.22%) Machine Learning
22 36 (16.22%) Big Data
23 35 (15.77%) Microsoft
24 30 (13.51%) Ruby
24 30 (13.51%) Continuous Delivery

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 21 (9.46%) Elasticsearch
2 14 (6.31%) Apache Spark
3 9 (4.05%) OpenStack
4 5 (2.25%) Apache
4 5 (2.25%) IIS
4 5 (2.25%) nginx
5 3 (1.35%) Confluence
6 1 (0.45%) Apache Solr
6 1 (0.45%) ArcGIS
6 1 (0.45%) ArcSDE
6 1 (0.45%) GeoServer
6 1 (0.45%) JBoss
6 1 (0.45%) SAS
6 1 (0.45%) uWSGI
Applications
1 1 (0.45%) Chatbot
Business Applications
1 7 (3.15%) Payment Gateway
2 2 (0.90%) Dynamics AX
3 1 (0.45%) SAP MDG
3 1 (0.45%) SAP MDM
Cloud Services
1 79 (35.59%) Microsoft Azure
2 24 (10.81%) Cloud Computing
3 21 (9.46%) SaaS
4 20 (9.01%) GitHub
4 20 (9.01%) OpenShift
5 19 (8.56%) Amazon CloudWatch
6 13 (5.86%) Google Cloud Platform
7 11 (4.95%) IaaS
7 11 (4.95%) PaaS
8 7 (3.15%) AWS CloudFormation
9 6 (2.70%) Amazon EC2
9 6 (2.70%) Virtual Private Cloud
10 4 (1.80%) Amazon S3
11 3 (1.35%) Azure Machine Learning
11 3 (1.35%) Office 365
12 2 (0.90%) AWS Elastic Beanstalk
12 2 (0.90%) Datadog
12 2 (0.90%) DigitalOcean
12 2 (0.90%) Google Analytics
12 2 (0.90%) Heroku
Communications & Networking
1 16 (7.21%) Internet
2 11 (4.95%) Remote Desktop
3 9 (4.05%) DNS
3 9 (4.05%) TCP/IP
4 6 (2.70%) Firewall
4 6 (2.70%) SAN
5 5 (2.25%) Fibre Channel
5 5 (2.25%) iSCSI
5 5 (2.25%) NAS
5 5 (2.25%) NetScaler
6 4 (1.80%) DHCP
6 4 (1.80%) OpenVPN
6 4 (1.80%) VPN
7 3 (1.35%) LAN
7 3 (1.35%) SMS
7 3 (1.35%) WAN
7 3 (1.35%) Wireless
8 2 (0.90%) BGP
8 2 (0.90%) Network Security
9 1 (0.45%) WebEx
Database & Business Intelligence
1 59 (26.58%) NoSQL
2 43 (19.37%) MongoDB
3 36 (16.22%) Big Data
4 27 (12.16%) SQL Server
5 24 (10.81%) Apache Cassandra
6 18 (8.11%) HBase
7 17 (7.66%) MySQL
8 11 (4.95%) PostgreSQL
9 9 (4.05%) Hadoop
10 7 (3.15%) Relational Database
11 4 (1.80%) Amazon RDS
12 3 (1.35%) CouchDB
12 3 (1.35%) Data Warehouse
12 3 (1.35%) RDBMS
13 2 (0.90%) Data Mining
14 1 (0.45%) BusinessObjects
14 1 (0.45%) Data Mart
14 1 (0.45%) GIS
14 1 (0.45%) PowerCenter
14 1 (0.45%) Spotfire
Development Applications
1 42 (18.92%) Jenkins
2 40 (18.02%) Git (software)
3 20 (9.01%) Sonatype Nexus
4 19 (8.56%) Maven
5 8 (3.60%) Cucumber
6 7 (3.15%) GitLab
6 7 (3.15%) Visual Studio
7 5 (2.25%) Atlassian Bamboo
7 5 (2.25%) JIRA
8 4 (1.80%) Bitbucket
8 4 (1.80%) Vagrant
9 3 (1.35%) CircleCI
9 3 (1.35%) GoCD
9 3 (1.35%) Visual Studio Team System
10 2 (0.90%) git-flow
10 2 (0.90%) Team Foundation Server
11 1 (0.45%) Mercurial
11 1 (0.45%) Mocha
11 1 (0.45%) TeamCity
11 1 (0.45%) webpack
General
1 23 (10.36%) Finance
2 11 (4.95%) Games
3 6 (2.70%) Advertising
4 4 (1.80%) Electronics
4 4 (1.80%) Manufacturing
4 4 (1.80%) Marketing
5 3 (1.35%) Pharmaceutical
6 2 (0.90%) Retail
7 1 (0.45%) Financial Institution
7 1 (0.45%) Law
7 1 (0.45%) Telecoms
Job Titles
1 87 (39.19%) Developer
2 38 (17.12%) Senior Developer
3 36 (16.22%) Cloud Engineer
3 36 (16.22%) Java Developer
4 25 (11.26%) DevOps Engineer
5 24 (10.81%) AWS Engineer
6 20 (9.01%) Architect
6 20 (9.01%) Software Developer
7 19 (8.56%) Python Developer
8 17 (7.66%) .NET Developer
9 16 (7.21%) AWS Developer
9 16 (7.21%) C# Developer
10 15 (6.76%) Solutions Architect
11 14 (6.31%) Support Engineer
12 13 (5.86%) CloudOps Engineer
13 12 (5.41%) Cloud Developer
13 12 (5.41%) Programmer
13 12 (5.41%) Software Engineer
14 10 (4.50%) Full Stack Developer
14 10 (4.50%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 72 (32.43%) Web Services
2 65 (29.28%) .NET
3 56 (25.23%) Node.js
4 41 (18.47%) AngularJS
5 22 (9.91%) Spring
6 21 (9.46%) Akka
7 19 (8.56%) ASP.NET
7 19 (8.56%) React
8 18 (8.11%) JSON
9 17 (7.66%) .NET Core
10 16 (7.21%) Django
11 14 (6.31%) LAMP
12 11 (4.95%) CSS
12 11 (4.95%) HTML
12 11 (4.95%) RESTful
12 11 (4.95%) WCF
13 10 (4.50%) .NET Framework
14 8 (3.60%) ASP.NET MVC
15 7 (3.15%) Celery
15 7 (3.15%) HTML5
Miscellaneous
1 52 (23.42%) Computer Science
2 25 (11.26%) Fintech
3 24 (10.81%) Private Cloud
4 21 (9.46%) Xbox
5 18 (8.11%) Public Cloud
6 17 (7.66%) Data Structures
7 16 (7.21%) Algorithms
7 16 (7.21%) Greenfield Project
8 12 (5.41%) Analytical Skills
9 11 (4.95%) Data Centre
9 11 (4.95%) Internet of Things
10 9 (4.05%) User Experience
11 8 (3.60%) Mobile App
12 7 (3.15%) Distributed Denial-of-Service
12 7 (3.15%) Online Games
13 6 (2.70%) 3D Graphics
13 6 (2.70%) Enterprise Software
14 5 (2.25%) Hybrid Cloud
15 4 (1.80%) Virtual Team
16 3 (1.35%) Raspberry Pi
Operating Systems
1 50 (22.52%) Linux
2 22 (9.91%) Windows
3 14 (6.31%) Android
4 13 (5.86%) Apple iOS
5 8 (3.60%) Ubuntu
6 6 (2.70%) Debian
7 5 (2.25%) Windows 10
8 4 (1.80%) CentOS
8 4 (1.80%) Unix
9 2 (0.90%) Windows Server
10 1 (0.45%) CoreOS
10 1 (0.45%) Embedded Linux
10 1 (0.45%) Red Hat Enterprise Linux
Processes & Methodologies
1 89 (40.09%) Agile Software Development
2 67 (30.18%) DevOps
3 56 (25.23%) TDD
4 46 (20.72%) Software Engineering
5 37 (16.67%) Continuous Integration
6 36 (16.22%) Machine Learning
7 30 (13.51%) Continuous Delivery
8 24 (10.81%) E-Commerce
8 24 (10.81%) Scrum
9 23 (10.36%) Microservices
10 22 (9.91%) Cloud Operations
10 22 (9.91%) OOP
11 20 (9.01%) OO
12 18 (8.11%) BDD
13 17 (7.66%) Mathematics
14 16 (7.21%) Configuration Management
15 15 (6.76%) Auto-Scaling
15 15 (6.76%) MVC
15 15 (6.76%) SDLC
15 15 (6.76%) SOLID
Programming Languages
1 103 (46.40%) Python
2 77 (34.68%) Java
3 60 (27.03%) JavaScript
4 57 (25.68%) C#
5 54 (24.32%) SQL
6 30 (13.51%) Ruby
7 26 (11.71%) Scala
8 23 (10.36%) PHP
9 18 (8.11%) Bash Shell
10 16 (7.21%) C++
11 13 (5.86%) Perl
12 11 (4.95%) C
13 6 (2.70%) R
14 5 (2.25%) Apple Swift
14 5 (2.25%) Julia
14 5 (2.25%) Objective-C
15 3 (1.35%) PowerShell
16 2 (0.90%) Go
16 2 (0.90%) Kotlin
16 2 (0.90%) Shell Script
Qualifications
1 56 (25.23%) Degree
2 21 (9.46%) Computer Science Degree
3 8 (3.60%) Cisco Certification
4 7 (3.15%) CCNA
5 5 (2.25%) PhD
6 1 (0.45%) (ISC)2 CCSP
6 1 (0.45%) CCIE
6 1 (0.45%) CCNP
6 1 (0.45%) CISSP
6 1 (0.45%) ITIL Certification
6 1 (0.45%) Numerate Degree
6 1 (0.45%) RHCE
6 1 (0.45%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (3.60%) PCI DSS
2 3 (1.35%) ISO/IEC 27001
2 3 (1.35%) QA
System Software
1 99 (44.59%) Docker
2 11 (4.95%) VMware Infrastructure
3 9 (4.05%) NFS
4 6 (2.70%) Active Directory
5 5 (2.25%) XenApp
5 5 (2.25%) XenDesktop
6 3 (1.35%) Hyper-V
6 3 (1.35%) vSphere
7 2 (0.90%) iptables
7 2 (0.90%) KVM
7 2 (0.90%) LXC
7 2 (0.90%) Samba
7 2 (0.90%) Virtual Machines
7 2 (0.90%) VMware ESXi
8 1 (0.45%) Apache Flume
8 1 (0.45%) Apache ZooKeeper
Systems Management
1 41 (18.47%) Puppet
2 40 (18.02%) Ansible
3 23 (10.36%) Kubernetes
4 21 (9.46%) Opscode Chef
5 15 (6.76%) Nagios
6 8 (3.60%) Terraform
7 5 (2.25%) Microsoft Intune
7 5 (2.25%) XenMobile
8 4 (1.80%) Kibana
9 3 (1.35%) Docker Swarm
9 3 (1.35%) Grafana
9 3 (1.35%) logstash
9 3 (1.35%) Munin
9 3 (1.35%) ZABBIX
10 2 (0.90%) Graphite
10 2 (0.90%) Graylog
10 2 (0.90%) Salt
11 1 (0.45%) Consul
11 1 (0.45%) Mesos
11 1 (0.45%) Prometheus
Vendors
1 35 (15.77%) Microsoft
2 26 (11.71%) Oracle
3 20 (9.01%) WorldPay
4 18 (8.11%) Google
4 18 (8.11%) VMware
5 15 (6.76%) Splunk
6 13 (5.86%) AppDynamics
6 13 (5.86%) Qualys
7 10 (4.50%) NetApp
8 8 (3.60%) Rackspace
9 5 (2.25%) Citrix
9 5 (2.25%) Ivanti
10 4 (1.80%) Atlassian
10 4 (1.80%) EMC
10 4 (1.80%) Huawei
11 3 (1.35%) Cisco
11 3 (1.35%) Red Hat
11 3 (1.35%) Xamarin
12 2 (0.90%) SaltStack
12 2 (0.90%) SAP