Period
to 15 October 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 30 60 56
Rank change year-on-year +30 -4 +39
Permanent jobs citing Amazon AWS 262 180 160
As % of all permanent IT jobs advertised in Cambridgeshire 7.47% 4.81% 4.51%
As % of the Cloud Services category 38.36% 34.03% 40.20%
Number of salaries quoted 160 161 146
Cambridgeshire median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +11.11%
10th Percentile £33,750 £37,500 £30,375
90th Percentile £72,500 £75,000 £65,000
East of England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +16.67%

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 683 529 398
As % of all permanent IT jobs advertised in Cambridgeshire 19.47% 14.13% 11.22%
Number of salaries quoted 459 421 306
Cambridgeshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £27,500 £31,250 £26,250
90th Percentile £70,000 £71,250 £65,000
East of England median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +17.65%

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 15 October 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 15 October 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 +30 185 £57,000 +14.00% 47
Peterborough +9 59 £58,500 +4.46% 2
Huntingdon +3 1 £38,500 -
Amazon AWS
East of England

For the 6 months to 15 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 Cambridgeshire region with a requirement for Amazon AWS.

1 129 (49.24%) Microsoft Azure
2 110 (41.98%) Agile Software Development
3 102 (38.93%) Python
4 101 (38.55%) Docker
5 90 (34.35%) DevOps
6 85 (32.44%) Java
7 83 (31.68%) Linux
8 78 (29.77%) Ansible
9 73 (27.86%) JavaScript
10 70 (26.72%) Web Services
11 67 (25.57%) SQL
12 61 (23.28%) NoSQL
13 60 (22.90%) Finance
14 59 (22.52%) Software Engineering
15 58 (22.14%) Machine Learning
16 56 (21.37%) Puppet
17 55 (20.99%) Continuous Integration
18 48 (18.32%) SQL Server
19 46 (17.56%) Windows
19 46 (17.56%) Kubernetes
20 44 (16.79%) TDD
21 43 (16.41%) Opscode Chef
21 43 (16.41%) MongoDB
22 42 (16.03%) Git (software)
23 40 (15.27%) Continuous Delivery
24 39 (14.89%) Artificial Intelligence
24 39 (14.89%) Microservices
25 38 (14.50%) VMware
25 38 (14.50%) .NET
25 38 (14.50%) Microsoft

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 22 (8.40%) Apache Spark
2 21 (8.02%) Elasticsearch
2 21 (8.02%) OpenStack
3 9 (3.44%) Apache
4 8 (3.05%) IIS
5 7 (2.67%) Confluence
5 7 (2.67%) WebLogic
5 7 (2.67%) WebSphere
6 6 (2.29%) Cloud Foundry
7 3 (1.15%) MS Exchange
8 2 (0.76%) nginx
8 2 (0.76%) SharePoint
8 2 (0.76%) Skype for Business
9 1 (0.38%) Exchange Server 2013
Applications
1 1 (0.38%) Microsoft Excel
1 1 (0.38%) Microsoft Office
Business Applications
1 19 (7.25%) Payment Gateway
2 7 (2.67%) Documaker
3 3 (1.15%) Dynamics AX
Cloud Services
1 129 (49.24%) Microsoft Azure
2 27 (10.31%) Google Cloud Platform
3 25 (9.54%) OpenShift
4 20 (7.63%) GitHub
5 19 (7.25%) Cloud Computing
6 13 (4.96%) IaaS
7 12 (4.58%) Office 365
8 11 (4.20%) Amazon EC2
9 9 (3.44%) Amazon S3
9 9 (3.44%) SaaS
10 8 (3.05%) Firebase
11 6 (2.29%) PaaS
12 4 (1.53%) Virtual Private Cloud
13 3 (1.15%) Amazon ELB
13 3 (1.15%) CloudFront
13 3 (1.15%) Serverless
14 2 (0.76%) Amazon CloudWatch
14 2 (0.76%) Amazon EMR
14 2 (0.76%) NuGet
15 1 (0.38%) AWS Elastic Beanstalk
Communications & Networking
1 19 (7.25%) DNS
2 17 (6.49%) HTTP
3 12 (4.58%) TCP/IP
4 11 (4.20%) FTP
4 11 (4.20%) HTTPS
4 11 (4.20%) SSH
4 11 (4.20%) SSL
5 9 (3.44%) Firewall
6 8 (3.05%) SAN
7 7 (2.67%) Cisco IOS
7 7 (2.67%) Cisco Nexus
7 7 (2.67%) DHCP
7 7 (2.67%) ICMP
7 7 (2.67%) IMAP
7 7 (2.67%) OpenVPN
7 7 (2.67%) POP3
7 7 (2.67%) SMTP
7 7 (2.67%) SNMP
7 7 (2.67%) Telnet
7 7 (2.67%) WPA2
Database & Business Intelligence
1 61 (23.28%) NoSQL
2 48 (18.32%) SQL Server
3 43 (16.41%) MongoDB
4 24 (9.16%) Relational Database
5 23 (8.78%) Apache Cassandra
6 19 (7.25%) Big Data
7 17 (6.49%) MySQL
8 15 (5.73%) Amazon RDS
8 15 (5.73%) Hadoop
9 14 (5.34%) Amazon Redshift
10 13 (4.96%) HBase
11 10 (3.82%) Apache Hive
12 9 (3.44%) PostgreSQL
12 9 (3.44%) Power BI
13 8 (3.05%) Sqoop
14 7 (2.67%) Data Warehouse
14 7 (2.67%) Oracle Database
15 6 (2.29%) Amazon DynamoDB
16 4 (1.53%) SQL Server Integration Services
16 4 (1.53%) SQL Server Reporting Services
Development Applications
1 42 (16.03%) Git (software)
2 34 (12.98%) Jenkins
3 16 (6.11%) Vagrant
4 14 (5.34%) Cucumber
4 14 (5.34%) Sonatype Nexus
5 13 (4.96%) JIRA
6 12 (4.58%) Selenium
7 8 (3.05%) Maven
8 7 (2.67%) Gerrit
9 6 (2.29%) NUnit
9 6 (2.29%) SonarQube
10 5 (1.91%) JMeter
10 5 (1.91%) SoapUI
11 4 (1.53%) Gradle
11 4 (1.53%) Visual Studio
12 3 (1.15%) Atlassian Bamboo
12 3 (1.15%) Clang
12 3 (1.15%) CMake
12 3 (1.15%) GoCD
12 3 (1.15%) JUnit
General
1 60 (22.90%) Finance
2 10 (3.82%) Retail
3 8 (3.05%) Games
4 6 (2.29%) Manufacturing
5 5 (1.91%) Law
6 3 (1.15%) Military
7 2 (0.76%) Advertising
7 2 (0.76%) Marketing
8 1 (0.38%) Electronics
8 1 (0.38%) Pharmaceutical
8 1 (0.38%) Publishing
Job Titles
1 83 (31.68%) Developer
2 49 (18.70%) Software Engineer
3 40 (15.27%) Java Developer
4 34 (12.98%) DevOps Engineer
5 29 (11.07%) Software Developer
6 28 (10.69%) Linux Engineer
7 22 (8.40%) Principal Developer
7 22 (8.40%) Programmer
8 21 (8.02%) Java Engineer
9 20 (7.63%) Java Software Developer
9 20 (7.63%) Senior Developer
10 19 (7.25%) Cloud Engineer
10 19 (7.25%) Lead Developer
11 18 (6.87%) AWS Engineer
11 18 (6.87%) Java Programmer
12 17 (6.49%) Consultant
12 17 (6.49%) Machine Learning Engineer
13 16 (6.11%) AWS Developer
14 14 (5.34%) Java Scala Developer
14 14 (5.34%) Linux Systems Engineer
Libraries, Frameworks & Software Standards
1 70 (26.72%) Web Services
2 38 (14.50%) .NET
3 33 (12.60%) Node.js
4 32 (12.21%) AngularJS
5 29 (11.07%) REST
6 27 (10.31%) Spring
7 26 (9.92%) RESTful
8 18 (6.87%) Akka
8 18 (6.87%) SOAP
9 17 (6.49%) Middleware
10 16 (6.11%) JSON
11 15 (5.73%) React
11 15 (5.73%) Spring Boot
12 14 (5.34%) Kafka
13 11 (4.20%) Play Framework
14 8 (3.05%) Ajax
14 8 (3.05%) TensorFlow
15 7 (2.67%) HTML
15 7 (2.67%) YAML
16 6 (2.29%) ASP.NET
Miscellaneous
1 32 (12.21%) Public Cloud
2 25 (9.54%) Computer Science
3 19 (7.25%) Data Structures
4 17 (6.49%) Analytical Skills
5 16 (6.11%) Linux Command Line
6 14 (5.34%) Cloud Native
7 13 (4.96%) Greenfield Project
8 11 (4.20%) Hybrid Cloud
9 9 (3.44%) Data Centre
9 9 (3.44%) Private Cloud
10 8 (3.05%) Algorithms
11 5 (1.91%) Distributed Denial-of-Service
11 5 (1.91%) Enterprise Software
11 5 (1.91%) iPhone
11 5 (1.91%) NHS
11 5 (1.91%) Online Games
12 4 (1.53%) Fintech
12 4 (1.53%) Life Science
12 4 (1.53%) Management Information System
13 3 (1.15%) Internet of Things
Operating Systems
1 83 (31.68%) Linux
2 46 (17.56%) Windows
3 18 (6.87%) Android
3 18 (6.87%) Windows Server
4 17 (6.49%) Windows Server 2012
5 14 (5.34%) Windows Server 2008
6 11 (4.20%) Unix
7 10 (3.82%) Apple iOS
8 7 (2.67%) CentOS
8 7 (2.67%) Red Hat Enterprise Linux
8 7 (2.67%) Solaris
9 4 (1.53%) AIX
9 4 (1.53%) VMS
10 2 (0.76%) Debian
10 2 (0.76%) Ubuntu
11 1 (0.38%) Windows 10
Processes & Methodologies
1 110 (41.98%) Agile Software Development
2 90 (34.35%) DevOps
3 59 (22.52%) Software Engineering
4 58 (22.14%) Machine Learning
5 55 (20.99%) Continuous Integration
6 44 (16.79%) TDD
7 40 (15.27%) Continuous Delivery
8 39 (14.89%) Artificial Intelligence
8 39 (14.89%) Microservices
9 27 (10.31%) Integration Testing
10 24 (9.16%) Network Monitoring
11 22 (8.40%) E-Commerce
12 21 (8.02%) Data Science
12 21 (8.02%) Test Automation
13 20 (7.63%) SDLC
14 18 (6.87%) Project Management
15 17 (6.49%) Analytics
15 17 (6.49%) Data Modelling
15 17 (6.49%) Scrum
16 15 (5.73%) Software Architecture
Programming Languages
1 102 (38.93%) Python
2 85 (32.44%) Java
3 73 (27.86%) JavaScript
4 67 (25.57%) SQL
5 36 (13.74%) Scala
6 35 (13.36%) Bash Shell
6 35 (13.36%) C#
7 30 (11.45%) PowerShell
8 21 (8.02%) C++
9 18 (6.87%) Ruby
10 15 (5.73%) Go
10 15 (5.73%) PHP
11 14 (5.34%) Kotlin
12 8 (3.05%) R
12 8 (3.05%) TypeScript
13 4 (1.53%) ActionScript
13 4 (1.53%) ActionScript 2.0
13 4 (1.53%) Shell Script
14 3 (1.15%) Perl
14 3 (1.15%) T-SQL
Qualifications
1 30 (11.45%) Degree
2 7 (2.67%) Computer Science Degree
2 7 (2.67%) VMware Certified Professional (VCP)
3 6 (2.29%) CCA
3 6 (2.29%) CISM
3 6 (2.29%) CISSP
3 6 (2.29%) Citrix Certification
3 6 (2.29%) MCSE
3 6 (2.29%) Microsoft Certification
4 3 (1.15%) PhD
5 2 (0.76%) AWS Certification
6 1 (0.38%) CCNA
6 1 (0.38%) Cisco Certification
6 1 (0.38%) SC Cleared
6 1 (0.38%) Security Cleared
Quality Assurance & Compliance
1 34 (12.98%) QA
2 8 (3.05%) SLA
3 5 (1.91%) PCI DSS
4 4 (1.53%) Data Quality
5 2 (0.76%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 101 (38.55%) Docker
2 27 (10.31%) VMware Infrastructure
3 25 (9.54%) Active Directory
4 16 (6.11%) Hyper-V
5 10 (3.82%) VirtualBox
6 8 (3.05%) HDFS
7 7 (2.67%) Samba
8 6 (2.29%) Virtual Desktop
8 6 (2.29%) Virtual Servers
8 6 (2.29%) vSphere
9 3 (1.15%) KVM
9 3 (1.15%) Xen
10 2 (0.76%) Virtual Machines
11 1 (0.38%) Apache ZooKeeper
Systems Management
1 78 (29.77%) Ansible
2 56 (21.37%) Puppet
3 46 (17.56%) Kubernetes
4 43 (16.41%) Opscode Chef
5 29 (11.07%) Terraform
6 14 (5.34%) vRealize
7 10 (3.82%) Nagios
8 8 (3.05%) Consul
8 8 (3.05%) Oozie
8 8 (3.05%) Packer
9 7 (2.67%) Rancher
9 7 (2.67%) Sysdig
10 6 (2.29%) NetBackup
10 6 (2.29%) vCenter Server
11 2 (0.76%) Systems Management Server (SMS)
12 1 (0.38%) Cacti
12 1 (0.38%) Prometheus
12 1 (0.38%) SCCM
12 1 (0.38%) SCOrch
12 1 (0.38%) vRealize Orchestrator
Vendors
1 38 (14.50%) Microsoft
1 38 (14.50%) VMware
2 33 (12.60%) Cisco
3 32 (12.21%) WorldPay
4 31 (11.83%) HP
5 25 (9.54%) Google
6 19 (7.25%) Oracle
7 18 (6.87%) Juniper
8 17 (6.49%) Splunk
9 15 (5.73%) AppDynamics
10 13 (4.96%) BMC
11 12 (4.58%) Citrix
11 12 (4.58%) IBM
12 11 (4.20%) ServiceNow
13 9 (3.44%) New Relic
14 8 (3.05%) CA
14 8 (3.05%) Cognizant
14 8 (3.05%) Hortonworks
14 8 (3.05%) Intel
15 7 (2.67%) NetApp