Period
to 6 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS over the 6 months to 6 August 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
6 Aug 2020
Same period 2019 Same period 2018
Rank 4 17 26
Rank change year-on-year +13 +9 +25
Permanent jobs citing AWS 189 230 315
As % of all permanent jobs advertised in Cambridgeshire 21.07% 10.10% 8.07%
As % of the Cloud Services category 58.70% 36.28% 42.17%
Number of salaries quoted 144 197 196
Median annual salary £55,000 £55,000 £55,000
10th Percentile £35,750 £34,000 £37,125
90th Percentile £82,500 £82,500 £78,125
East of England median annual salary £55,000 £55,000 £57,500
% change year-on-year - -4.35% +15.00%

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 322 634 747
As % of all permanent IT jobs advertised in Cambridgeshire 35.90% 27.84% 19.14%
Number of salaries quoted 233 507 501
Median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £29,500 £29,750
90th Percentile £77,000 £73,000 £67,500
East of England median annual salary £47,500 £47,500 £50,000
% change year-on-year - -5.00% +5.26%

AWS
Job Vacancy Trend in Cambridgeshire

Job postings citing AWS as a proportion of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for AWS in Cambridgeshire

AWS
Salary Trend in Cambridgeshire

3-month moving average salary quoted in jobs citing AWS in Cambridgeshire.

Salary trend for AWS in Cambridgeshire

AWS
Salary Histogram in Cambridgeshire

Salary distribution for jobs citing AWS in Cambridgeshire over the 6 months to 6 August 2020.

Salary histogram for AWS in Cambridgeshire

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 AWS within the Cambridgeshire region over the 6 months to 6 August 2020. 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 +12 153 £52,500 -4.55% 35
Peterborough +30 19 £60,000 +53.85% 3
Ely - 3 - -
St Neots - 2 £42,500 -
AWS
East of England

For the 6 months to 6 August 2020, IT jobs citing 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 AWS.

1 91 (48.15%) Python
1 91 (48.15%) Azure
2 70 (37.04%) DevOps
3 66 (34.92%) Agile Software Development
4 61 (32.28%) Linux
5 58 (30.69%) Degree
6 55 (29.10%) Java
7 49 (25.93%) Docker
8 45 (23.81%) JavaScript
8 45 (23.81%) Git (software)
9 44 (23.28%) SQL
10 40 (21.16%) Software Engineering
11 35 (18.52%) Microsoft
12 33 (17.46%) Jenkins
12 33 (17.46%) Infrastructure as Code
13 32 (16.93%) Machine Learning
14 30 (15.87%) C++
15 27 (14.29%) RESTful
15 27 (14.29%) SQL Server
16 26 (13.76%) Management Information System
16 26 (13.76%) AngularJS
16 26 (13.76%) Analytics
17 25 (13.23%) Web Services
18 24 (12.70%) Perl
18 24 (12.70%) Windows
18 24 (12.70%) React
19 23 (12.17%) Node.js
19 23 (12.17%) C#
19 23 (12.17%) Computer Science
20 22 (11.64%) Ansible

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 18 (9.52%) Elasticsearch
2 14 (7.41%) Apache Spark
3 11 (5.82%) Apache Airflow
4 10 (5.29%) Luigi
5 5 (2.65%) nginx
6 3 (1.59%) OpenStack
7 2 (1.06%) Apache
7 2 (1.06%) Exchange Server 2013
7 2 (1.06%) IIS
7 2 (1.06%) Skype for Business
8 1 (0.53%) Apache Pig
8 1 (0.53%) MS Exchange
Business Applications
1 5 (2.65%) NetSuite
Cloud Services
1 91 (48.15%) Azure
2 21 (11.11%) Serverless
3 20 (10.58%) GCP
4 15 (7.94%) AWS CloudFormation
5 14 (7.41%) Amazon EMR
6 13 (6.88%) Power Platform
7 12 (6.35%) Amazon EC2
7 12 (6.35%) AWS Lambda
8 10 (5.29%) Logic Apps
9 9 (4.76%) Amazon SQS
9 9 (4.76%) Mimecast
10 7 (3.70%) Slack
11 6 (3.17%) Office 365
12 5 (2.65%) Dynamics 365
12 5 (2.65%) SaaS
13 3 (1.59%) Amazon S3
13 3 (1.59%) Cloud Computing
13 3 (1.59%) IaaS
13 3 (1.59%) PaaS
14 2 (1.06%) GitHub
Communications & Networking
1 17 (8.99%) TCP/IP
2 14 (7.41%) Firewall
2 14 (7.41%) LAN
2 14 (7.41%) VPN
2 14 (7.41%) WAN
3 11 (5.82%) Internet
3 11 (5.82%) Network Security
3 11 (5.82%) Wi-Fi
4 10 (5.29%) RS-232
4 10 (5.29%) RS-485
4 10 (5.29%) VoIP
5 5 (2.65%) DHCP
5 5 (2.65%) DNS
5 5 (2.65%) IPv4
5 5 (2.65%) IPv6
6 4 (2.12%) Skype
7 3 (1.59%) IP Telephony
8 2 (1.06%) HTTP
8 2 (1.06%) SAN
8 2 (1.06%) Wireless
Database & Business Intelligence
1 27 (14.29%) SQL Server
2 21 (11.11%) NoSQL
3 19 (10.05%) Big Data
4 18 (9.52%) Amazon Redshift
4 18 (9.52%) PostgreSQL
5 16 (8.47%) Relational Database
6 15 (7.94%) SQL Server Integration Services
6 15 (7.94%) SQL Server Reporting Services
7 14 (7.41%) Data Warehouse
8 13 (6.88%) Power BI
9 12 (6.35%) Hadoop
10 11 (5.82%) Text Mining
11 10 (5.29%) Amazon RDS
11 10 (5.29%) Apache Cassandra
11 10 (5.29%) Azkaban
12 6 (3.17%) Blockchain
12 6 (3.17%) MySQL
13 5 (2.65%) Apache Hive
13 5 (2.65%) SQL Server 2008
14 4 (2.12%) MongoDB
Development Applications
1 45 (23.81%) Git (software)
2 33 (17.46%) Jenkins
3 14 (7.41%) Maven
4 10 (5.29%) JIRA
5 9 (4.76%) CMake
6 7 (3.70%) Artifactory
7 5 (2.65%) GitLab
8 3 (1.59%) Gradle
8 3 (1.59%) Selenium
8 3 (1.59%) Sonatype Nexus
9 2 (1.06%) GNU Toolchain
9 2 (1.06%) Octopus Deploy
9 2 (1.06%) Subversion
9 2 (1.06%) TeamCity
9 2 (1.06%) Vagrant
9 2 (1.06%) webpack
10 1 (0.53%) CircleCI
10 1 (0.53%) Gerrit
10 1 (0.53%) Hudson
10 1 (0.53%) Mercurial
General
1 10 (5.29%) Law
1 10 (5.29%) Manufacturing
2 9 (4.76%) Telecoms
3 6 (3.17%) Finance
3 6 (3.17%) Retail
4 5 (2.65%) Pharmaceutical
5 3 (1.59%) Police
6 1 (0.53%) Advertising
6 1 (0.53%) Financial Institution
6 1 (0.53%) Games
Job Titles
1 40 (21.16%) Developer
2 38 (20.11%) Software Engineer
3 29 (15.34%) DevOps Engineer
4 21 (11.11%) AWS Engineer
4 21 (11.11%) Cloud Engineer
5 20 (10.58%) AWS DevOps
6 18 (9.52%) AWS DevOps Engineer
6 18 (9.52%) Principal Engineer
7 17 (8.99%) Java Developer
8 15 (7.94%) Senior Developer
9 14 (7.41%) Senior Software Engineer
10 13 (6.88%) Administrator
10 13 (6.88%) Data Engineer
10 13 (6.88%) Systems Administrator
11 12 (6.35%) Junior
11 12 (6.35%) Python Engineer
12 11 (5.82%) Junior Developer
13 9 (4.76%) Lead DevOps
13 9 (4.76%) Lead DevOps Engineer
13 9 (4.76%) Migration Engineer
Libraries, Frameworks & Software Standards
1 27 (14.29%) RESTful
2 26 (13.76%) AngularJS
3 25 (13.23%) Web Services
4 24 (12.70%) React
5 23 (12.17%) Node.js
6 19 (10.05%) .NET
6 19 (10.05%) Spring
7 17 (8.99%) Spring Boot
8 12 (6.35%) ASP.NET
9 11 (5.82%) jQuery
9 11 (5.82%) Spark Streaming
10 10 (5.29%) ASP.NET MVC
10 10 (5.29%) Kafka
10 10 (5.29%) WinForms
10 10 (5.29%) WPF
11 8 (4.23%) JSON
12 7 (3.70%) HTML
13 6 (3.17%) .NET Framework
13 6 (3.17%) CSS
13 6 (3.17%) XML
Miscellaneous
1 26 (13.76%) Management Information System
2 18 (9.52%) Life Science
3 12 (6.35%) Data Centre
4 11 (5.82%) Data Structures
5 10 (5.29%) User Experience
6 9 (4.76%) Cloud Native
7 8 (4.23%) Analytical Skills
7 8 (4.23%) Linux Command Line
7 8 (4.23%) Public Cloud
8 7 (3.70%) Algorithms
8 7 (3.70%) Security Operations Centre
8 7 (3.70%) Wiki
9 5 (2.65%) Embedded Systems
10 3 (1.59%) BBC
10 3 (1.59%) NHS
10 3 (1.59%) Self-Motivation
10 3 (1.59%) Video Conferencing
11 2 (1.06%) Grid Computing
11 2 (1.06%) PKI
11 2 (1.06%) Replication
Operating Systems
1 61 (32.28%) Linux
2 24 (12.70%) Windows
3 17 (8.99%) Windows Server
4 13 (6.88%) Android
5 11 (5.82%) Apple iOS
6 6 (3.17%) Windows Server 2012
6 6 (3.17%) Windows Server 2016
6 6 (3.17%) Windows Server 2019
7 4 (2.12%) Windows Server 2008
8 2 (1.06%) Mac OS
8 2 (1.06%) Red Hat Enterprise Linux
8 2 (1.06%) Robot Operating System
8 2 (1.06%) Ubuntu
8 2 (1.06%) Unix
8 2 (1.06%) Windows Server 2003
Processes & Methodologies
1 70 (37.04%) DevOps
2 66 (34.92%) Agile Software Development
3 40 (21.16%) Software Engineering
4 33 (17.46%) Infrastructure as Code
5 32 (16.93%) Machine Learning
6 26 (13.76%) Analytics
7 23 (12.17%) Computer Science
8 21 (11.11%) Artificial Intelligence
9 20 (10.58%) Scrum
10 19 (10.05%) SDLC
11 18 (9.52%) Cybersecurity
11 18 (9.52%) Visualisation
12 17 (8.99%) Data Science
13 16 (8.47%) Microservices
14 14 (7.41%) Business Intelligence
14 14 (7.41%) Continuous Integration
14 14 (7.41%) Informatics
14 14 (7.41%) OO
14 14 (7.41%) Process Improvement
15 13 (6.88%) Problem-Solving
Programming Languages
1 91 (48.15%) Python
2 55 (29.10%) Java
3 45 (23.81%) JavaScript
4 44 (23.28%) SQL
5 30 (15.87%) C++
6 24 (12.70%) Perl
7 23 (12.17%) C#
8 11 (5.82%) Scala
9 10 (5.29%) T-SQL
10 9 (4.76%) Bash Shell
11 7 (3.70%) Go
11 7 (3.70%) Java 8
12 6 (3.17%) PowerShell
12 6 (3.17%) TypeScript
13 5 (2.65%) R
14 4 (2.12%) PHP
14 4 (2.12%) Rust
15 3 (1.59%) C
16 1 (0.53%) Ruby
16 1 (0.53%) Shell Script
Qualifications
1 58 (30.69%) Degree
2 22 (11.64%) Computer Science Degree
3 8 (4.23%) CISSP
4 7 (3.70%) GPEN
4 7 (3.70%) Postgraduate
4 7 (3.70%) SANS
5 4 (2.12%) Microsoft Certification
6 2 (1.06%) (ISC)2 CCSP
6 2 (1.06%) AWS Certification
6 2 (1.06%) Cisco Certification
6 2 (1.06%) MCP
6 2 (1.06%) MCSA
6 2 (1.06%) MCSE
7 1 (0.53%) CISA
7 1 (0.53%) CISM
7 1 (0.53%) DV Cleared
7 1 (0.53%) ISTQB
7 1 (0.53%) ISTQB Foundation Certification
7 1 (0.53%) Security Cleared
Quality Assurance & Compliance
1 12 (6.35%) SLA
2 7 (3.70%) COBIT
2 7 (3.70%) NIST
2 7 (3.70%) QA
3 3 (1.59%) ISO/IEC 27001
System Software
1 49 (25.93%) Docker
2 16 (8.47%) VMware Infrastructure
3 15 (7.94%) Hyper-V
4 9 (4.76%) VMware Workstation
5 6 (3.17%) Active Directory
6 3 (1.59%) pfSense
7 1 (0.53%) HDFS
Systems Management
1 22 (11.64%) Ansible
2 15 (7.94%) Kubernetes
2 15 (7.94%) Terraform
3 7 (3.70%) QRadar
4 5 (2.65%) Puppet
5 1 (0.53%) Fluentd
5 1 (0.53%) Grafana
5 1 (0.53%) Mesos
5 1 (0.53%) Packer
5 1 (0.53%) Prometheus
Vendors
1 35 (18.52%) Microsoft
2 18 (9.52%) VMware
3 16 (8.47%) Google
4 9 (4.76%) Sophos
5 8 (4.23%) Splunk
6 7 (3.70%) Autodesk
6 7 (3.70%) Darktrace
6 7 (3.70%) IBM
6 7 (3.70%) LogRhythm
7 5 (2.65%) JD Edwards
8 3 (1.59%) MicroStrategy
8 3 (1.59%) Tableau
9 2 (1.06%) Avaya
9 2 (1.06%) Cisco
9 2 (1.06%) Citrix
9 2 (1.06%) HP
9 2 (1.06%) New Relic
9 2 (1.06%) SAP
9 2 (1.06%) Veeam
9 2 (1.06%) Xamarin