Period
to 19 January 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Cambridgeshire > Cambridge
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 53 45 58
Rank change year-on-year -8 +13 +49
Permanent jobs citing Amazon AWS 166 131 128
As % of all permanent IT jobs advertised in Cambridge 5.28% 5.94% 4.36%
As % of the Cloud Services category 37.05% 53.91% 49.23%
Number of salaries quoted 123 120 117
Cambridge median annual salary £55,000 £46,900 £43,000
Median salary % change year-on-year +17.27% +9.07% -23.76%
10th Percentile £37,500 £26,250 £31,250
90th Percentile £85,000 £65,000 £72,500
Cambridgeshire median annual salary £55,000 £47,500 £44,000
% change year-on-year +15.79% +7.95% -21.99%

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 448 243 260
As % of all permanent IT jobs advertised in Cambridge 14.25% 11.02% 8.86%
Number of salaries quoted 322 209 218
Cambridge median annual salary £50,000 £45,000 £43,000
Median salary % change year-on-year +11.11% +4.65% +3.61%
10th Percentile £31,250 £26,250 £30,875
90th Percentile £70,000 £62,500 £67,500
Cambridgeshire median annual salary £50,000 £44,500 £43,000
% change year-on-year +12.36% +3.49% +4.88%

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 19 January 2018.

Salary histogram for Amazon AWS in Cambridge

For the 6 months to 19 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 Cambridge region with a requirement for Amazon AWS.

1 95 (57.23%) Python
2 66 (39.76%) Java
3 62 (37.35%) Docker
4 61 (36.75%) DevOps
4 61 (36.75%) Web Services
5 59 (35.54%) Agile Software Development
6 58 (34.94%) Microsoft Azure
7 56 (33.73%) Degree
8 51 (30.72%) Computer Science
9 48 (28.92%) Linux
10 47 (28.31%) JavaScript
11 39 (23.49%) Puppet
11 39 (23.49%) Jenkins
12 37 (22.29%) Ansible
12 37 (22.29%) Git (software)
13 36 (21.69%) Software Engineering
14 35 (21.08%) Continuous Integration
14 35 (21.08%) AngularJS
14 35 (21.08%) NoSQL
15 34 (20.48%) SQL
16 29 (17.47%) .NET
16 29 (17.47%) C#
17 27 (16.27%) Continuous Delivery
18 26 (15.66%) Ruby
19 24 (14.46%) TDD
19 24 (14.46%) Node.js
19 24 (14.46%) Machine Learning
19 24 (14.46%) Big Data
20 23 (13.86%) Fintech
20 23 (13.86%) Cloud Computing

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 (10.84%) Elasticsearch
2 8 (4.82%) OpenStack
3 5 (3.01%) Apache
3 5 (3.01%) IIS
3 5 (3.01%) nginx
4 4 (2.41%) Apache Spark
5 3 (1.81%) Confluence
6 1 (0.60%) Apache Solr
6 1 (0.60%) ArcGIS
6 1 (0.60%) ArcSDE
6 1 (0.60%) GeoServer
6 1 (0.60%) SAS
6 1 (0.60%) uWSGI
Business Applications
1 6 (3.61%) Payment Gateway
2 2 (1.20%) Dynamics AX
3 1 (0.60%) SAP MDG
3 1 (0.60%) SAP MDM
Cloud Services
1 58 (34.94%) Microsoft Azure
2 23 (13.86%) Cloud Computing
3 19 (11.45%) SaaS
4 18 (10.84%) Amazon CloudWatch
4 18 (10.84%) GitHub
4 18 (10.84%) OpenShift
5 10 (6.02%) Google Cloud Platform
6 9 (5.42%) IaaS
7 7 (4.22%) AWS CloudFormation
7 7 (4.22%) PaaS
8 6 (3.61%) Amazon EC2
8 6 (3.61%) Virtual Private Cloud
9 3 (1.81%) Amazon S3
9 3 (1.81%) Azure Machine Learning
10 2 (1.20%) AWS Elastic Beanstalk
10 2 (1.20%) Datadog
10 2 (1.20%) DigitalOcean
10 2 (1.20%) Heroku
10 2 (1.20%) Office 365
11 1 (0.60%) Amazon Kinesis
Communications & Networking
1 16 (9.64%) Internet
2 9 (5.42%) DNS
2 9 (5.42%) TCP/IP
3 6 (3.61%) Firewall
3 6 (3.61%) Remote Desktop
4 4 (2.41%) DHCP
4 4 (2.41%) OpenVPN
4 4 (2.41%) VPN
5 3 (1.81%) LAN
5 3 (1.81%) SMS
5 3 (1.81%) WAN
5 3 (1.81%) Wireless
6 2 (1.20%) BGP
6 2 (1.20%) Network Security
7 1 (0.60%) MQTT
7 1 (0.60%) SAN
7 1 (0.60%) VoIP
7 1 (0.60%) WebEx
7 1 (0.60%) WLAN
7 1 (0.60%) ZigBee
Database & Business Intelligence
1 35 (21.08%) NoSQL
2 24 (14.46%) Big Data
3 23 (13.86%) SQL Server
4 21 (12.65%) Apache Cassandra
4 21 (12.65%) MongoDB
5 17 (10.24%) HBase
6 12 (7.23%) MySQL
7 9 (5.42%) Hadoop
8 7 (4.22%) PostgreSQL
9 4 (2.41%) Amazon RDS
10 3 (1.81%) Data Warehouse
11 2 (1.20%) Data Mining
11 2 (1.20%) Relational Database
12 1 (0.60%) Amazon Aurora
12 1 (0.60%) Amazon DynamoDB
12 1 (0.60%) Amazon Redshift
12 1 (0.60%) Couchbase
12 1 (0.60%) Data Mart
12 1 (0.60%) Impala
12 1 (0.60%) Oracle Database
Development Applications
1 39 (23.49%) Jenkins
2 37 (22.29%) Git (software)
3 18 (10.84%) Maven
3 18 (10.84%) Sonatype Nexus
4 8 (4.82%) Cucumber
5 7 (4.22%) GitLab
5 7 (4.22%) Visual Studio
6 5 (3.01%) JIRA
7 4 (2.41%) Atlassian Bamboo
7 4 (2.41%) Bitbucket
8 3 (1.81%) CircleCI
8 3 (1.81%) GoCD
8 3 (1.81%) Visual Studio Team System
9 2 (1.20%) git-flow
9 2 (1.20%) Team Foundation Server
10 1 (0.60%) ERwin
10 1 (0.60%) JBehave
10 1 (0.60%) Mocha
10 1 (0.60%) Selenium
10 1 (0.60%) TeamCity
General
1 16 (9.64%) Finance
2 9 (5.42%) Games
3 4 (2.41%) Advertising
4 3 (1.81%) Electronics
4 3 (1.81%) Pharmaceutical
5 2 (1.20%) Manufacturing
5 2 (1.20%) Retail
6 1 (0.60%) Financial Institution
6 1 (0.60%) Marketing
Job Titles
1 56 (33.73%) Developer
2 33 (19.88%) Cloud Engineer
3 28 (16.87%) Java Developer
4 24 (14.46%) DevOps Engineer
5 22 (13.25%) AWS Engineer
6 21 (12.65%) Senior Developer
7 17 (10.24%) Software Developer
8 16 (9.64%) Python Developer
9 14 (8.43%) Support Engineer
10 13 (7.83%) AWS Developer
11 12 (7.23%) CloudOps Engineer
12 9 (5.42%) AWS DevOps
12 9 (5.42%) AWS DevOps Engineer
12 9 (5.42%) Head of Operations
12 9 (5.42%) Software Engineer
13 8 (4.82%) Administrator
13 8 (4.82%) Cloud Developer
13 8 (4.82%) Django Developer
13 8 (4.82%) Linux Engineer
13 8 (4.82%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 61 (36.75%) Web Services
2 35 (21.08%) AngularJS
3 29 (17.47%) .NET
4 24 (14.46%) Node.js
5 19 (11.45%) Akka
5 19 (11.45%) Spring
6 17 (10.24%) React
7 16 (9.64%) Django
7 16 (9.64%) JSON
8 14 (8.43%) ASP.NET
9 13 (7.83%) LAMP
10 9 (5.42%) .NET Framework
10 9 (5.42%) CSS
10 9 (5.42%) HTML
10 9 (5.42%) RESTful
10 9 (5.42%) WCF
11 7 (4.22%) Celery
12 6 (3.61%) HTML5
12 6 (3.61%) OpenGL
12 6 (3.61%) Unity (Game Engine)
Miscellaneous
1 51 (30.72%) Computer Science
2 23 (13.86%) Fintech
3 22 (13.25%) Private Cloud
4 16 (9.64%) Data Structures
4 16 (9.64%) Public Cloud
5 15 (9.04%) Algorithms
6 13 (7.83%) Analytical Skills
7 11 (6.63%) Internet of Things
8 10 (6.02%) Data Centre
9 9 (5.42%) Greenfield Project
10 8 (4.82%) Mobile App
11 6 (3.61%) 3D Graphics
11 6 (3.61%) Distributed Denial-of-Service
11 6 (3.61%) Enterprise Software
11 6 (3.61%) Online Games
11 6 (3.61%) User Experience
12 4 (2.41%) Hybrid Cloud
12 4 (2.41%) Virtual Team
13 2 (1.20%) Raspberry Pi
13 2 (1.20%) Smart Energy
Operating Systems
1 48 (28.92%) Linux
2 14 (8.43%) Windows
3 10 (6.02%) Android
4 9 (5.42%) Apple iOS
5 8 (4.82%) Ubuntu
6 6 (3.61%) Debian
7 4 (2.41%) CentOS
7 4 (2.41%) Unix
8 2 (1.20%) Windows Server
9 1 (0.60%) CoreOS
9 1 (0.60%) Embedded Linux
9 1 (0.60%) Red Hat Enterprise Linux
Processes & Methodologies
1 61 (36.75%) DevOps
2 59 (35.54%) Agile Software Development
3 36 (21.69%) Software Engineering
4 35 (21.08%) Continuous Integration
5 27 (16.27%) Continuous Delivery
6 24 (14.46%) Machine Learning
6 24 (14.46%) TDD
7 21 (12.65%) Scrum
8 20 (12.05%) Cloud Operations
9 18 (10.84%) E-Commerce
10 17 (10.24%) Mathematics
11 16 (9.64%) Configuration Management
11 16 (9.64%) OO
11 16 (9.64%) OOP
12 15 (9.04%) SDLC
13 14 (8.43%) Auto-Scaling
13 14 (8.43%) Web Development
14 12 (7.23%) Low Latency
15 11 (6.63%) MVC
16 10 (6.02%) Continuous Deployment
Programming Languages
1 95 (57.23%) Python
2 66 (39.76%) Java
3 47 (28.31%) JavaScript
4 34 (20.48%) SQL
5 29 (17.47%) C#
6 26 (15.66%) Ruby
7 23 (13.86%) Scala
8 20 (12.05%) PHP
9 17 (10.24%) Bash Shell
10 15 (9.04%) C++
11 13 (7.83%) Perl
12 11 (6.63%) C
13 6 (3.61%) R
14 5 (3.01%) Apple Swift
14 5 (3.01%) Julia
14 5 (3.01%) Objective-C
15 2 (1.20%) PowerShell
15 2 (1.20%) Shell Script
16 1 (0.60%) Erlang
16 1 (0.60%) Go
Qualifications
1 56 (33.73%) Degree
2 20 (12.05%) Computer Science Degree
3 8 (4.82%) Cisco Certification
4 7 (4.22%) CCNA
5 5 (3.01%) PhD
6 1 (0.60%) (ISC)2 CCSP
6 1 (0.60%) CCIE
6 1 (0.60%) CCNP
6 1 (0.60%) CISSP
6 1 (0.60%) Numerate Degree
6 1 (0.60%) RHCE
6 1 (0.60%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 7 (4.22%) PCI DSS
2 3 (1.81%) ISO/IEC 27001
System Software
1 62 (37.35%) Docker
2 10 (6.02%) VMware Infrastructure
3 4 (2.41%) NFS
4 3 (1.81%) Active Directory
4 3 (1.81%) Hyper-V
5 2 (1.20%) iptables
5 2 (1.20%) KVM
5 2 (1.20%) LXC
5 2 (1.20%) Samba
5 2 (1.20%) Virtual Machines
5 2 (1.20%) VMware ESXi
5 2 (1.20%) vSphere
6 1 (0.60%) Apache Flume
6 1 (0.60%) Apache ZooKeeper
Systems Management
1 39 (23.49%) Puppet
2 37 (22.29%) Ansible
3 21 (12.65%) Opscode Chef
4 19 (11.45%) Kubernetes
5 14 (8.43%) Nagios
6 8 (4.82%) Terraform
7 4 (2.41%) Kibana
8 3 (1.81%) Docker Swarm
8 3 (1.81%) Grafana
8 3 (1.81%) logstash
8 3 (1.81%) Munin
8 3 (1.81%) ZABBIX
9 2 (1.20%) Graphite
9 2 (1.20%) Graylog
9 2 (1.20%) Salt
10 1 (0.60%) Consul
10 1 (0.60%) Mesos
10 1 (0.60%) Prometheus
Vendors
1 21 (12.65%) Oracle
2 20 (12.05%) Microsoft
3 18 (10.84%) WorldPay
4 17 (10.24%) VMware
5 14 (8.43%) Splunk
6 13 (7.83%) Google
7 12 (7.23%) AppDynamics
7 12 (7.23%) Qualys
8 7 (4.22%) Rackspace
9 5 (3.01%) NetApp
10 4 (2.41%) Atlassian
10 4 (2.41%) EMC
10 4 (2.41%) Huawei
11 3 (1.81%) Cisco
11 3 (1.81%) Red Hat
11 3 (1.81%) Xamarin
12 2 (1.20%) SaltStack
13 1 (0.60%) Facebook
13 1 (0.60%) MapR
13 1 (0.60%) Talend