Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Cambridgeshire > Cambridge
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 28 58 41
Rank change year-on-year +30 -17 +41
Permanent jobs citing Amazon AWS 184 142 146
As % of all permanent IT jobs advertised in Cambridge 8.20% 5.18% 6.35%
As % of the Cloud Services category 42.11% 35.50% 48.83%
Number of salaries quoted 121 134 135
Cambridge median annual salary £56,500 £51,250 £50,000
Median salary % change year-on-year +10.24% +2.50% +11.11%
10th Percentile £36,000 £37,500 £30,200
90th Percentile £72,500 £71,250 £63,750
Cambridgeshire median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +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 437 400 299
As % of all permanent IT jobs advertised in Cambridge 19.48% 14.60% 12.99%
Number of salaries quoted 323 312 225
Cambridge median annual salary £51,250 £50,000 £47,500
Median salary % change year-on-year +2.50% +5.26% +11.76%
10th Percentile £33,750 £32,000 £28,000
90th Percentile £69,750 £71,250 £64,500
Cambridgeshire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 16 October 2018.

Salary histogram for Amazon AWS in Cambridge

For the 6 months to 16 October 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 94 (51.09%) Python
2 75 (40.76%) DevOps
3 73 (39.67%) Agile Software Development
3 73 (39.67%) Microsoft Azure
4 72 (39.13%) Ansible
4 72 (39.13%) Docker
5 70 (38.04%) Java
6 67 (36.41%) Linux
7 63 (34.24%) Web Services
8 53 (28.80%) Machine Learning
9 50 (27.17%) Puppet
10 46 (25.00%) SQL
11 43 (23.37%) Continuous Integration
12 41 (22.28%) Git (software)
12 41 (22.28%) JavaScript
12 41 (22.28%) Kubernetes
13 40 (21.74%) Software Engineering
14 39 (21.20%) Artificial Intelligence
15 37 (20.11%) Opscode Chef
16 35 (19.02%) Bash Shell
16 35 (19.02%) NoSQL
17 34 (18.48%) QA
18 32 (17.39%) WorldPay
19 31 (16.85%) Windows
20 30 (16.30%) Cisco
20 30 (16.30%) Finance
21 28 (15.22%) VMware
21 28 (15.22%) TDD
22 27 (14.67%) Integration Testing
22 27 (14.67%) Microsoft

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 19 (10.33%) Elasticsearch
2 17 (9.24%) Apache Spark
3 15 (8.15%) OpenStack
4 9 (4.89%) Apache
5 7 (3.80%) Confluence
5 7 (3.80%) IIS
5 7 (3.80%) WebLogic
5 7 (3.80%) WebSphere
6 2 (1.09%) nginx
7 1 (0.54%) MS Exchange
7 1 (0.54%) SharePoint
Applications
1 1 (0.54%) Microsoft Office
Business Applications
1 19 (10.33%) Payment Gateway
2 7 (3.80%) Documaker
3 2 (1.09%) Dynamics AX
Cloud Services
1 73 (39.67%) Microsoft Azure
2 23 (12.50%) Google Cloud Platform
3 19 (10.33%) OpenShift
4 14 (7.61%) GitHub
5 12 (6.52%) Cloud Computing
6 9 (4.89%) SaaS
7 8 (4.35%) Amazon S3
7 8 (4.35%) Firebase
8 7 (3.80%) Amazon EC2
8 7 (3.80%) IaaS
9 4 (2.17%) Virtual Private Cloud
10 3 (1.63%) Amazon ELB
10 3 (1.63%) CloudFront
10 3 (1.63%) Office 365
11 2 (1.09%) Amazon CloudWatch
11 2 (1.09%) NuGet
12 1 (0.54%) AWS CloudFormation
12 1 (0.54%) AWS Elastic Beanstalk
12 1 (0.54%) AWS Lambda
12 1 (0.54%) Serverless
Communications & Networking
1 15 (8.15%) DNS
2 9 (4.89%) HTTP
3 8 (4.35%) Firewall
4 7 (3.80%) Cisco IOS
4 7 (3.80%) Cisco Nexus
4 7 (3.80%) DHCP
4 7 (3.80%) FTP
4 7 (3.80%) HTTPS
4 7 (3.80%) ICMP
4 7 (3.80%) IMAP
4 7 (3.80%) IPsec
4 7 (3.80%) OpenVPN
4 7 (3.80%) POP3
4 7 (3.80%) SMTP
4 7 (3.80%) SNMP
4 7 (3.80%) SSH
4 7 (3.80%) SSL
4 7 (3.80%) TCP/IP
4 7 (3.80%) Telnet
4 7 (3.80%) WPA2
Database & Business Intelligence
1 35 (19.02%) NoSQL
2 24 (13.04%) SQL Server
3 22 (11.96%) MongoDB
4 19 (10.33%) Apache Cassandra
5 15 (8.15%) Amazon RDS
6 14 (7.61%) Hadoop
7 13 (7.07%) Relational Database
8 12 (6.52%) HBase
9 10 (5.43%) Big Data
10 9 (4.89%) Apache Hive
11 8 (4.35%) MySQL
11 8 (4.35%) Sqoop
12 7 (3.80%) Oracle Database
12 7 (3.80%) PostgreSQL
13 6 (3.26%) Amazon DynamoDB
14 4 (2.17%) Amazon Redshift
14 4 (2.17%) Power BI
14 4 (2.17%) SQL Server Analysis Services
14 4 (2.17%) SQL Server Integration Services
14 4 (2.17%) SQL Server Reporting Services
Development Applications
1 41 (22.28%) Git (software)
2 26 (14.13%) Jenkins
3 14 (7.61%) Sonatype Nexus
4 12 (6.52%) JIRA
5 10 (5.43%) Vagrant
6 8 (4.35%) Cucumber
7 7 (3.80%) Gerrit
8 5 (2.72%) JMeter
8 5 (2.72%) Selenium
8 5 (2.72%) SoapUI
9 4 (2.17%) Gradle
10 3 (1.63%) Atlassian Bamboo
10 3 (1.63%) Clang
10 3 (1.63%) CMake
10 3 (1.63%) JUnit
11 2 (1.09%) Maven
11 2 (1.09%) Subversion
11 2 (1.09%) TeamCity
11 2 (1.09%) Visual Studio
11 2 (1.09%) Visual Studio Team System
General
1 30 (16.30%) Finance
2 10 (5.43%) Retail
3 8 (4.35%) Games
4 5 (2.72%) Law
5 3 (1.63%) Military
6 2 (1.09%) Advertising
6 2 (1.09%) Marketing
7 1 (0.54%) Pharmaceutical
7 1 (0.54%) Publishing
Job Titles
1 62 (33.70%) Developer
2 32 (17.39%) Java Developer
3 31 (16.85%) DevOps Engineer
4 28 (15.22%) Linux Engineer
4 28 (15.22%) Software Engineer
5 23 (12.50%) Software Developer
6 22 (11.96%) Principal Developer
7 18 (9.78%) AWS Engineer
8 17 (9.24%) Machine Learning Engineer
9 16 (8.70%) AWS Developer
9 16 (8.70%) Programmer
10 15 (8.15%) Cloud Engineer
10 15 (8.15%) Java Engineer
11 14 (7.61%) Java Scala Developer
11 14 (7.61%) Java Software Developer
11 14 (7.61%) Lead Developer
11 14 (7.61%) Linux Systems Engineer
11 14 (7.61%) Scala Developer
11 14 (7.61%) Systems Engineer
12 13 (7.07%) Principal Java Developer
Libraries, Frameworks & Software Standards
1 63 (34.24%) Web Services
2 25 (13.59%) RESTful
3 19 (10.33%) AngularJS
3 19 (10.33%) Spring
4 18 (9.78%) Akka
5 17 (9.24%) .NET
6 15 (8.15%) JSON
7 14 (7.61%) Kafka
7 14 (7.61%) SOAP
8 13 (7.07%) Middleware
9 11 (5.98%) Play Framework
9 11 (5.98%) Spring Boot
10 8 (4.35%) TensorFlow
11 7 (3.80%) REST
11 7 (3.80%) YAML
12 6 (3.26%) HTML
12 6 (3.26%) Node.js
13 5 (2.72%) .NET Framework
13 5 (2.72%) CSS
14 4 (2.17%) MEAN Stack
Miscellaneous
1 24 (13.04%) Public Cloud
2 19 (10.33%) Computer Science
3 17 (9.24%) Data Structures
4 14 (7.61%) Linux Command Line
5 11 (5.98%) Hybrid Cloud
6 9 (4.89%) Analytical Skills
7 8 (4.35%) Algorithms
7 8 (4.35%) Cloud Native
8 7 (3.80%) Greenfield Project
8 7 (3.80%) Private Cloud
9 6 (3.26%) Data Centre
10 5 (2.72%) Distributed Denial-of-Service
10 5 (2.72%) Enterprise Software
10 5 (2.72%) iPhone
10 5 (2.72%) NHS
10 5 (2.72%) Online Games
11 4 (2.17%) Fintech
11 4 (2.17%) Life Science
11 4 (2.17%) Management Information System
12 3 (1.63%) Internet of Things
Operating Systems
1 67 (36.41%) Linux
2 31 (16.85%) Windows
3 18 (9.78%) Android
4 11 (5.98%) Unix
5 10 (5.43%) Apple iOS
6 9 (4.89%) Windows Server 2012
7 8 (4.35%) Windows Server
8 7 (3.80%) CentOS
8 7 (3.80%) Red Hat Enterprise Linux
8 7 (3.80%) Solaris
8 7 (3.80%) Windows Server 2008
9 2 (1.09%) Debian
9 2 (1.09%) Ubuntu
Processes & Methodologies
1 75 (40.76%) DevOps
2 73 (39.67%) Agile Software Development
3 53 (28.80%) Machine Learning
4 43 (23.37%) Continuous Integration
5 40 (21.74%) Software Engineering
6 39 (21.20%) Artificial Intelligence
7 28 (15.22%) TDD
8 27 (14.67%) Integration Testing
9 26 (14.13%) Continuous Delivery
10 24 (13.04%) Network Monitoring
11 22 (11.96%) E-Commerce
12 19 (10.33%) SDLC
13 17 (9.24%) Data Modelling
13 17 (9.24%) Data Science
13 17 (9.24%) Microservices
14 15 (8.15%) Software Architecture
15 14 (7.61%) Project Management
16 13 (7.07%) Mathematics
16 13 (7.07%) Physics
17 12 (6.52%) ETL
Programming Languages
1 94 (51.09%) Python
2 70 (38.04%) Java
3 46 (25.00%) SQL
4 41 (22.28%) JavaScript
5 35 (19.02%) Bash Shell
6 26 (14.13%) Scala
7 22 (11.96%) PowerShell
8 19 (10.33%) C++
9 15 (8.15%) PHP
9 15 (8.15%) Ruby
10 14 (7.61%) C#
10 14 (7.61%) Kotlin
11 12 (6.52%) Go
12 8 (4.35%) R
13 7 (3.80%) TypeScript
14 4 (2.17%) Shell Script
15 3 (1.63%) Perl
16 2 (1.09%) C
16 2 (1.09%) Java 8
16 2 (1.09%) T-SQL
Qualifications
1 24 (13.04%) Degree
2 6 (3.26%) Computer Science Degree
3 3 (1.63%) PhD
4 2 (1.09%) AWS Certification
Quality Assurance & Compliance
1 34 (18.48%) QA
2 5 (2.72%) PCI DSS
3 2 (1.09%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 72 (39.13%) Docker
2 24 (13.04%) VMware Infrastructure
3 16 (8.70%) Active Directory
4 10 (5.43%) VirtualBox
5 8 (4.35%) HDFS
5 8 (4.35%) Hyper-V
6 7 (3.80%) Samba
7 6 (3.26%) Virtual Desktop
7 6 (3.26%) Virtual Servers
7 6 (3.26%) vSphere
8 3 (1.63%) KVM
8 3 (1.63%) Xen
9 2 (1.09%) Virtual Machines
10 1 (0.54%) Apache ZooKeeper
Systems Management
1 72 (39.13%) Ansible
2 50 (27.17%) Puppet
3 41 (22.28%) Kubernetes
4 37 (20.11%) Opscode Chef
5 26 (14.13%) Terraform
6 13 (7.07%) vRealize
7 9 (4.89%) Nagios
8 8 (4.35%) Consul
8 8 (4.35%) Oozie
8 8 (4.35%) Packer
9 7 (3.80%) Rancher
9 7 (3.80%) Sysdig
10 6 (3.26%) vCenter Server
11 2 (1.09%) Systems Management Server (SMS)
12 1 (0.54%) Grafana
12 1 (0.54%) Prometheus
12 1 (0.54%) Salt
Vendors
1 32 (17.39%) WorldPay
2 30 (16.30%) Cisco
3 28 (15.22%) VMware
4 27 (14.67%) Microsoft
5 25 (13.59%) Google
6 24 (13.04%) HP
7 17 (9.24%) Juniper
8 15 (8.15%) AppDynamics
8 15 (8.15%) Splunk
9 13 (7.07%) BMC
10 11 (5.98%) Oracle
10 11 (5.98%) ServiceNow
11 8 (4.35%) CA
11 8 (4.35%) Hortonworks
12 7 (3.80%) IBM
12 7 (3.80%) Intel
12 7 (3.80%) New Relic
12 7 (3.80%) Red Hat
13 6 (3.26%) Citrix
13 6 (3.26%) F5