Period
to 16 January 2022

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 16 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
16 Jan 2022
Same period 2021 Same period 2020
Rank 13 8 16
Rank change year-on-year -5 +8 +15
Permanent jobs citing AWS 233 152 234
As % of all permanent jobs advertised in Cambridgeshire 12.24% 17.97% 12.27%
As % of the Cloud Services category 43.88% 51.70% 43.66%
Number of salaries quoted 130 135 192
10th Percentile £38,625 £32,500 £37,050
25th Percentile £42,500 £42,500 £43,425
Median annual salary (50th Percentile) £62,500 £57,500 £55,000
Median % change year-on-year +8.70% +4.55% -
75th Percentile £75,000 £70,000 £70,000
90th Percentile £80,500 £82,500 £77,500
East of England median annual salary £62,500 £58,750 £55,000
% change year-on-year +6.38% +6.82% -

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 531 294 536
As % of all permanent IT jobs advertised in Cambridgeshire 27.90% 34.75% 28.11%
Number of salaries quoted 334 263 428
10th Percentile £27,500 £32,500 £29,000
25th Percentile £37,000 £42,500 £37,500
Median annual salary (50th Percentile) £54,375 £52,500 £47,500
Median % change year-on-year +3.57% +10.53% -5.00%
75th Percentile £65,000 £65,000 £61,250
90th Percentile £75,000 £76,000 £75,000
East of England median annual salary £48,250 £47,500 £50,000
% change year-on-year +1.58% -5.00% -

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 16 January 2022.

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 16 January 2022. 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 -3 161 £65,000 +13.04% 59
Peterborough -12 24 £43,500 -27.50% 3
AWS
East of England

For the 6 months to 16 January 2022, 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.

1 119 (51.07%) Azure
2 97 (41.63%) Python
3 92 (39.48%) DevOps
4 75 (32.19%) Agile Software Development
5 69 (29.61%) Serverless
6 68 (29.18%) Kubernetes
7 67 (28.76%) Software Engineering
8 63 (27.04%) Linux
9 61 (26.18%) Social Skills
10 60 (25.75%) SQL
11 58 (24.89%) Terraform
12 54 (23.18%) Docker
13 49 (21.03%) React
14 48 (20.60%) Microservices
15 47 (20.17%) Microsoft
16 46 (19.74%) GCP
17 44 (18.88%) Degree
18 42 (18.03%) Data Science
19 39 (16.74%) Machine Learning
19 39 (16.74%) Open Source
20 38 (16.31%) Git (software)
21 37 (15.88%) Artificial Intelligence
21 37 (15.88%) Windows
21 37 (15.88%) Apache Spark
22 36 (15.45%) PaaS
22 36 (15.45%) Amazon EC2
22 36 (15.45%) C#
23 35 (15.02%) Life Science
24 33 (14.16%) QA
25 32 (13.73%) Cloud Computing

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 37 (15.88%) Apache Spark
2 19 (8.15%) Apache
3 10 (4.29%) Adobe Experience Manager
4 9 (3.86%) Apache Solr
5 6 (2.58%) SharePoint
6 5 (2.15%) Skype for Business
7 4 (1.72%) OpenStack
8 3 (1.29%) CMS
8 3 (1.29%) WordPress
9 2 (0.86%) Exchange Server 2013
10 1 (0.43%) Drupal
10 1 (0.43%) Elasticsearch
10 1 (0.43%) Jupyter
10 1 (0.43%) MS Exchange
Applications
1 5 (2.15%) Microsoft Office
Business Applications
1 10 (4.29%) Magento
Cloud Services
1 119 (51.07%) Azure
2 69 (29.61%) Serverless
3 46 (19.74%) GCP
4 36 (15.45%) Amazon EC2
4 36 (15.45%) PaaS
5 32 (13.73%) Cloud Computing
6 30 (12.88%) SaaS
7 29 (12.45%) Amazon S3
8 25 (10.73%) AWS Lambda
9 22 (9.44%) AWS CloudFormation
10 17 (7.30%) Amazon ECS
10 17 (7.30%) Azure Cosmos DB
11 16 (6.87%) IaaS
11 16 (6.87%) Microsoft 365
12 14 (6.01%) Azure Data Factory
12 14 (6.01%) Azure Functions
12 14 (6.01%) Azure Service Bus
12 14 (6.01%) Azure Stack
12 14 (6.01%) Azure Storage
13 11 (4.72%) AWS CodePipeline
Communications & Networking
1 15 (6.44%) DNS
2 13 (5.58%) TCP/IP
3 8 (3.43%) Firewall
3 8 (3.43%) LAN
3 8 (3.43%) WAN
4 6 (2.58%) AMQP
5 5 (2.15%) Skype
6 4 (1.72%) DHCP
6 4 (1.72%) Wi-Fi
7 3 (1.29%) HTTP
7 3 (1.29%) Internet
7 3 (1.29%) Remote Desktop
7 3 (1.29%) VPN
8 1 (0.43%) Broadband
8 1 (0.43%) IPsec
8 1 (0.43%) VoIP
Database & Business Intelligence
1 19 (8.15%) NoSQL
1 19 (8.15%) SQL Server
2 18 (7.73%) Data Warehouse
3 17 (7.30%) PostgreSQL
4 16 (6.87%) Big Data
4 16 (6.87%) Hadoop
5 15 (6.44%) Amazon DynamoDB
6 12 (5.15%) Amazon Redshift
6 12 (5.15%) MySQL
6 12 (5.15%) Relational Database
7 10 (4.29%) Oracle ODI
7 10 (4.29%) Redis
7 10 (4.29%) Tableau
8 9 (3.86%) Amazon Athena
8 9 (3.86%) Amazon Aurora
8 9 (3.86%) Amazon RDS
9 8 (3.43%) Power BI
9 8 (3.43%) Star Schema
10 7 (3.00%) Apache Cassandra
11 6 (2.58%) ClickHouse
Development Applications
1 38 (16.31%) Git (software)
2 30 (12.88%) Jenkins
3 7 (3.00%) CircleCI
4 6 (2.58%) Selenium
5 5 (2.15%) Gerrit
6 4 (1.72%) JIRA
7 3 (1.29%) GitLab
7 3 (1.29%) Sonatype Nexus
7 3 (1.29%) TeamCity
8 2 (0.86%) Buildbot
8 2 (0.86%) PyCharm
8 2 (0.86%) Subversion
8 2 (0.86%) Zephyr
9 1 (0.43%) Cypress.io
9 1 (0.43%) MLflow
9 1 (0.43%) MSBuild
9 1 (0.43%) NUnit
9 1 (0.43%) Team Foundation Server
9 1 (0.43%) Visual Studio
9 1 (0.43%) Visual Studio Team System
General
1 61 (26.18%) Social Skills
2 27 (11.59%) Games
3 23 (9.87%) Law
4 17 (7.30%) Inclusion and Diversity
4 17 (7.30%) Manufacturing
5 15 (6.44%) Marketing
6 13 (5.58%) Pharmaceutical
7 9 (3.86%) Finance
8 8 (3.43%) Analytical Skills
8 8 (3.43%) Automotive
9 6 (2.58%) Electronics
9 6 (2.58%) Influencing Skills
9 6 (2.58%) Retail
10 4 (1.72%) Presentation Skills
11 3 (1.29%) Documentation Skills
11 3 (1.29%) Financial Institution
12 2 (0.86%) Public Sector
13 1 (0.43%) Telecoms
Job Titles
1 61 (26.18%) Developer
2 41 (17.60%) DevOps Engineer
3 27 (11.59%) Software Engineer
4 22 (9.44%) Architect
5 20 (8.58%) Cloud Developer
6 19 (8.15%) Lead Architect
6 19 (8.15%) Senior Developer
7 14 (6.01%) Cloud Engineer
8 13 (5.58%) Principal Engineer
9 11 (4.72%) .NET Developer
10 10 (4.29%) Data Engineer
10 10 (4.29%) Digital Architect
11 9 (3.86%) Integration Architect
11 9 (3.86%) Senior DevOps
11 9 (3.86%) Senior DevOps Engineer
11 9 (3.86%) Senior Software Engineer
12 8 (3.43%) AWS DevOps
13 7 (3.00%) Data Science Leader
13 7 (3.00%) Lead DevOps
13 7 (3.00%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 49 (21.03%) React
2 29 (12.45%) .NET
3 24 (10.30%) Kafka
4 21 (9.01%) Node.js
5 15 (6.44%) OAuth
6 14 (6.01%) Middleware
6 14 (6.01%) OAuth2
7 9 (3.86%) RESTful
8 8 (3.43%) Dask
8 8 (3.43%) Flask
8 8 (3.43%) TensorFlow
9 7 (3.00%) ARM Templates
10 6 (2.58%) AngularJS
10 6 (2.58%) Celery
10 6 (2.58%) FastAPI
10 6 (2.58%) pytest
10 6 (2.58%) REST
10 6 (2.58%) Shiny
10 6 (2.58%) SQLAlchemy
10 6 (2.58%) WebSockets
Miscellaneous
1 35 (15.02%) Life Science
2 23 (9.87%) Public Cloud
3 20 (8.58%) Social Media
4 19 (8.15%) Cloud Native
5 15 (6.44%) Algorithms
6 10 (4.29%) Linux Command Line
7 9 (3.86%) Self-Motivation
8 8 (3.43%) Private Cloud
9 7 (3.00%) User Experience
10 6 (2.58%) Data Centre
10 6 (2.58%) Data Protection Act
10 6 (2.58%) Mobile App
10 6 (2.58%) Video on Demand
10 6 (2.58%) Video\Live Streaming
10 6 (2.58%) Virtual Team
11 5 (2.15%) Data Structures
11 5 (2.15%) Smartphone
12 4 (1.72%) Replication
13 3 (1.29%) FPGA
13 3 (1.29%) Management Information System
Operating Systems
1 63 (27.04%) Linux
2 37 (15.88%) Windows
3 15 (6.44%) Windows Server
4 12 (5.15%) Windows Server 2012
5 9 (3.86%) Windows Server 2016
5 9 (3.86%) Windows Server 2019
6 6 (2.58%) Android
6 6 (2.58%) Apple iOS
7 5 (2.15%) Windows Server 2008
8 3 (1.29%) Red Hat Enterprise Linux
8 3 (1.29%) Windows Server 2003
9 2 (0.86%) Ubuntu
9 2 (0.86%) Unix
10 1 (0.43%) VMS
Processes & Methodologies
1 92 (39.48%) DevOps
2 75 (32.19%) Agile Software Development
3 67 (28.76%) Software Engineering
4 48 (20.60%) Microservices
5 42 (18.03%) Data Science
6 39 (16.74%) Machine Learning
6 39 (16.74%) Open Source
7 37 (15.88%) Artificial Intelligence
8 31 (13.30%) Computer Science
8 31 (13.30%) Infrastructure as Code
9 28 (12.02%) Visualisation
10 27 (11.59%) Data Analysis
11 26 (11.16%) Scrum
12 24 (10.30%) Analytics
13 23 (9.87%) Full Stack Development
14 22 (9.44%) Use Case
15 21 (9.01%) Deep Learning
16 19 (8.15%) Creative Thinking
16 19 (8.15%) Data Engineering
16 19 (8.15%) Infrastructure Engineering
Programming Languages
1 97 (41.63%) Python
2 60 (25.75%) SQL
3 36 (15.45%) C#
4 31 (13.30%) JavaScript
5 27 (11.59%) Java
6 18 (7.73%) PowerShell
7 17 (7.30%) C++
8 14 (6.01%) TypeScript
9 9 (3.86%) R
10 8 (3.43%) Bash
10 8 (3.43%) Go
10 8 (3.43%) Julia
10 8 (3.43%) MATLAB
11 7 (3.00%) T-SQL
12 6 (2.58%) Ruby
13 5 (2.15%) Data Analysis Expressions (DAX)
13 5 (2.15%) Formula Language
13 5 (2.15%) PHP
14 3 (1.29%) C
14 3 (1.29%) Groovy
Qualifications
1 44 (18.88%) Degree
2 25 (10.73%) Computer Science Degree
3 24 (10.30%) Security Cleared
4 21 (9.01%) SC Cleared
5 18 (7.73%) PhD
6 6 (2.58%) ITIL Foundation Certificate
6 6 (2.58%) Microsoft Certification
7 5 (2.15%) CCENT
7 5 (2.15%) CCNA
7 5 (2.15%) Cisco Certification
8 2 (0.86%) MCSA
8 2 (0.86%) MCSE
9 1 (0.43%) AWS Certification
9 1 (0.43%) DBS Check
Quality Assurance & Compliance
1 33 (14.16%) QA
2 14 (6.01%) GxP
3 13 (5.58%) SLA
4 4 (1.72%) Sarbanes-Oxley
5 2 (0.86%) Data Quality
5 2 (0.86%) IEC 62304
5 2 (0.86%) ISO 13485
6 1 (0.43%) DICOM
6 1 (0.43%) ISO/IEC 27001
System Software
1 54 (23.18%) Docker
2 22 (9.44%) Active Directory
3 13 (5.58%) VMware Infrastructure
4 11 (4.72%) Hyper-V
5 8 (3.43%) LXC
6 6 (2.58%) Apache ZooKeeper
7 5 (2.15%) Virtual Machines
8 3 (1.29%) vSphere
9 1 (0.43%) VMware Workstation
9 1 (0.43%) XenApp
Systems Management
1 68 (29.18%) Kubernetes
2 58 (24.89%) Terraform
3 21 (9.01%) Puppet
4 19 (8.15%) Ansible
5 13 (5.58%) Opscode Chef
6 10 (4.29%) Microsoft Intune
7 9 (3.86%) SCCM
8 8 (3.43%) Cisco IPCC
9 6 (2.58%) Mesos
10 5 (2.15%) Kubeflow
10 5 (2.15%) WSUS
11 4 (1.72%) Active Directory Federation Services
12 2 (0.86%) Grafana
12 2 (0.86%) Kibana
12 2 (0.86%) SCVMM
13 1 (0.43%) Galera Cluster
13 1 (0.43%) HAProxy
13 1 (0.43%) logstash
13 1 (0.43%) Prometheus
13 1 (0.43%) Single Sign-On
Vendors
1 47 (20.17%) Microsoft
2 29 (12.45%) MuleSoft
3 22 (9.44%) VMware
4 20 (8.58%) Facebook
4 20 (8.58%) Google
5 15 (6.44%) Oracle
6 10 (4.29%) Adobe
7 9 (3.86%) Cisco
7 9 (3.86%) Confluent
8 7 (3.00%) Citrix
8 7 (3.00%) Dataiku
9 6 (2.58%) Fortinet
9 6 (2.58%) Veeam
10 5 (2.15%) CheckPoint
10 5 (2.15%) F5
10 5 (2.15%) Zscaler
11 3 (1.29%) Alibaba
11 3 (1.29%) CloudEndure
11 3 (1.29%) Rackspace
11 3 (1.29%) Talend