Period
to 9 December 2019

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 9 December 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 14 27 54
Rank change year-on-year +13 +27 +10
Permanent jobs citing AWS 257 237 212
As % of all permanent IT jobs advertised in Cambridgeshire 12.72% 7.78% 4.97%
As % of the Cloud Services category 44.16% 38.23% 34.36%
Number of salaries quoted 228 156 171
Cambridgeshire median annual salary £52,500 £55,000 £52,500
Median salary % change year-on-year -4.55% +4.76% +5.00%
10th Percentile £35,000 £32,625 £37,500
90th Percentile £81,250 £70,000 £75,000
East of England median annual salary £55,000 £55,000 £57,500
% change year-on-year - -4.35% +9.52%

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 582 620 617
As % of all permanent IT jobs advertised in Cambridgeshire 28.80% 20.35% 14.46%
Number of salaries quoted 470 430 468
Cambridgeshire median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - +11.11%
10th Percentile £29,000 £27,500 £30,875
90th Percentile £76,375 £70,000 £71,250
East of England median annual salary £50,000 £50,000 £50,000

AWS
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for AWS in Cambridgeshire

AWS
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS in Cambridgeshire.

Salary trend for AWS in Cambridgeshire

AWS
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing AWS in Cambridgeshire over the 6 months to 9 December 2019.

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 9 December 2019. 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 +12 202 £55,000 - 107
Peterborough +36 28 £37,500 -35.90% 5
Huntingdon -5 7 £57,500 +26.37% 3
AWS
East of England

For the 6 months to 9 December 2019, 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.

1 102 (39.69%) DevOps
2 101 (39.30%) Azure
3 97 (37.74%) Docker
4 90 (35.02%) Python
5 83 (32.30%) Kubernetes
6 82 (31.91%) Agile Software Development
7 75 (29.18%) JavaScript
8 74 (28.79%) Linux
9 70 (27.24%) Windows
10 69 (26.85%) Java
11 62 (24.12%) Microservices
12 57 (22.18%) Software Engineering
13 56 (21.79%) SQL
14 54 (21.01%) GCP
15 52 (20.23%) RESTful
16 48 (18.68%) Microsoft
17 47 (18.29%) Continuous Integration
18 44 (17.12%) C#
19 43 (16.73%) NoSQL
20 40 (15.56%) Kafka
20 40 (15.56%) Mentoring
20 40 (15.56%) Continuous Delivery
20 40 (15.56%) Problem-Solving
21 37 (14.40%) VMware
22 36 (14.01%) SQL Server
22 36 (14.01%) ITIL
22 36 (14.01%) Ansible
22 36 (14.01%) Test Automation
23 34 (13.23%) Apache Cassandra
23 34 (13.23%) React

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 26 (10.12%) OpenStack
2 18 (7.00%) Exchange Server 2013
3 10 (3.89%) MS Exchange
4 8 (3.11%) Confluence
4 8 (3.11%) Skype for Business
5 7 (2.72%) Elasticsearch
5 7 (2.72%) Tomcat
6 5 (1.95%) Apache Spark
6 5 (1.95%) IIS
7 4 (1.56%) nginx
8 3 (1.17%) Cloud Foundry
8 3 (1.17%) CloudStack
8 3 (1.17%) JBoss
8 3 (1.17%) WildFly
9 2 (0.78%) Apache
9 2 (0.78%) CMS
10 1 (0.39%) Apache Airflow
10 1 (0.39%) Luigi
10 1 (0.39%) Oracle SOA Suite
10 1 (0.39%) WebLogic
Applications
1 5 (1.95%) Gliffy
1 5 (1.95%) MS Visio
Business Applications
1 1 (0.39%) GoldMine
Cloud Services
1 101 (39.30%) Azure
2 54 (21.01%) GCP
3 25 (9.73%) Amazon ECS
4 22 (8.56%) Office 365
5 20 (7.78%) IBM Cloud
6 16 (6.23%) AWS CloudFormation
7 15 (5.84%) Amazon EC2
8 11 (4.28%) Amazon S3
8 11 (4.28%) Cloud Computing
9 9 (3.50%) Serverless
10 8 (3.11%) IaaS
10 8 (3.11%) PaaS
11 6 (2.33%) GitHub
11 6 (2.33%) OpenShift
11 6 (2.33%) SaaS
12 4 (1.56%) Amazon EMR
12 4 (1.56%) Amazon SQS
13 3 (1.17%) Azure Active Directory
13 3 (1.17%) DigitalOcean
13 3 (1.17%) Heroku
Communications & Networking
1 16 (6.23%) Firewall
2 11 (4.28%) Skype
3 8 (3.11%) SSL
4 7 (2.72%) DNS
5 6 (2.33%) HTTP
5 6 (2.33%) LAN
5 6 (2.33%) VPN
5 6 (2.33%) WAN
6 5 (1.95%) Internet
6 5 (1.95%) Intrusion Detection
6 5 (1.95%) Unified Communications
6 5 (1.95%) Wireshark
7 4 (1.56%) NetScaler
7 4 (1.56%) Remote Desktop
8 3 (1.17%) Wireless
9 2 (0.78%) DHCP
9 2 (0.78%) VLAN
9 2 (0.78%) WLAN
10 1 (0.39%) Bluetooth
10 1 (0.39%) Network Security
Database & Business Intelligence
1 43 (16.73%) NoSQL
2 36 (14.01%) SQL Server
3 34 (13.23%) Apache Cassandra
4 29 (11.28%) Big Data
5 16 (6.23%) PostgreSQL
6 15 (5.84%) MySQL
7 14 (5.45%) Relational Database
8 9 (3.50%) MongoDB
9 8 (3.11%) Data Lake
9 8 (3.11%) Text Mining
10 6 (2.33%) Amazon Athena
11 5 (1.95%) Amazon Redshift
12 4 (1.56%) Amazon Aurora
12 4 (1.56%) Apache Hive
12 4 (1.56%) Star Schema
13 2 (0.78%) Amazon DynamoDB
13 2 (0.78%) Data Warehouse
13 2 (0.78%) MariaDB
13 2 (0.78%) Oracle Database
13 2 (0.78%) Spatial Data
Development Applications
1 26 (10.12%) Git (software)
2 25 (9.73%) Jenkins
3 21 (8.17%) JIRA
4 16 (6.23%) Cucumber
4 16 (6.23%) Gradle
4 16 (6.23%) Selenium
5 14 (5.45%) GitLab
6 12 (4.67%) JMeter
7 11 (4.28%) Charles Proxy
7 11 (4.28%) JUnit
7 11 (4.28%) Postman
7 11 (4.28%) REST Assured
7 11 (4.28%) TestNG
8 9 (3.50%) CircleCI
9 5 (1.95%) Jasmine
9 5 (1.95%) Maven
10 4 (1.56%) Atlassian Bamboo
11 3 (1.17%) Hudson
11 3 (1.17%) Pylint
11 3 (1.17%) Robot Framework
General
1 13 (5.06%) Pharmaceutical
2 12 (4.67%) Marketing
3 10 (3.89%) Public Sector
4 6 (2.33%) Banking
5 4 (1.56%) Games
6 2 (0.78%) Finance
6 2 (0.78%) Manufacturing
6 2 (0.78%) Multimedia
7 1 (0.39%) Law
7 1 (0.39%) Music Industry
7 1 (0.39%) Retail
Job Titles
1 64 (24.90%) Developer
2 47 (18.29%) Software Engineer
3 39 (15.18%) DevOps Engineer
4 23 (8.95%) Java Developer
5 22 (8.56%) Software Developer
6 20 (7.78%) Senior Developer
7 19 (7.39%) Cloud Engineer
8 18 (7.00%) Architect
8 18 (7.00%) AWS Engineer
9 17 (6.61%) .NET Software Engineer
10 16 (6.23%) C# Software Engineer
11 15 (5.84%) Java Engineer
11 15 (5.84%) Python Engineer
12 14 (5.45%) 3rd Line Engineer
12 14 (5.45%) AWS DevOps
12 14 (5.45%) AWS DevOps Engineer
12 14 (5.45%) Consultant
12 14 (5.45%) Principal Engineer
13 13 (5.06%) Lead Developer
14 12 (4.67%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 52 (20.23%) RESTful
2 40 (15.56%) Kafka
3 34 (13.23%) React
4 30 (11.67%) Web Services
5 29 (11.28%) .NET
6 28 (10.89%) AngularJS
7 24 (9.34%) HTML
8 23 (8.95%) CSS
8 23 (8.95%) Spring
8 23 (8.95%) Spring Boot
9 20 (7.78%) Java EE
10 17 (6.61%) REST
11 16 (6.23%) JSON
11 16 (6.23%) Redux
12 15 (5.84%) Vue.js
13 13 (5.06%) Node.js
14 11 (4.28%) ASP.NET
14 11 (4.28%) jOOQ
14 11 (4.28%) SOAP
15 9 (3.50%) CSS3
Miscellaneous
1 28 (10.89%) Renewable Energy
2 15 (5.84%) Analytical Skills
3 13 (5.06%) Public Cloud
4 9 (3.50%) Greenfield Project
4 9 (3.50%) Hybrid Cloud
5 7 (2.72%) Mobile App
6 6 (2.33%) Enterprise Software
6 6 (2.33%) User Experience
7 5 (1.95%) Cyber Kill Chain
8 4 (1.56%) Data Structures
8 4 (1.56%) Internet of Things
8 4 (1.56%) Private Cloud
9 3 (1.17%) NHS
9 3 (1.17%) PKI
9 3 (1.17%) Self-Motivation
9 3 (1.17%) Semantic Web
9 3 (1.17%) Virtual Team
10 2 (0.78%) Clustering
10 2 (0.78%) Management Information System
10 2 (0.78%) Video Editing
Operating Systems
1 74 (28.79%) Linux
2 70 (27.24%) Windows
3 31 (12.06%) Windows Server
4 18 (7.00%) Windows Server 2008
5 15 (5.84%) Windows Server 2012
6 12 (4.67%) Mac OS
7 10 (3.89%) Android
8 9 (3.50%) Ubuntu
9 8 (3.11%) Debian
10 6 (2.33%) Unix
11 4 (1.56%) Apple iOS
11 4 (1.56%) Windows 10
12 3 (1.17%) CentOS
12 3 (1.17%) Red Hat Enterprise Linux
13 1 (0.39%) Embedded Linux
Processes & Methodologies
1 102 (39.69%) DevOps
2 82 (31.91%) Agile Software Development
3 62 (24.12%) Microservices
4 57 (22.18%) Software Engineering
5 47 (18.29%) Continuous Integration
6 40 (15.56%) Continuous Delivery
6 40 (15.56%) Mentoring
6 40 (15.56%) Problem-Solving
7 36 (14.01%) ITIL
7 36 (14.01%) Test Automation
8 31 (12.06%) Infrastructure Engineering
8 31 (12.06%) OO
8 31 (12.06%) Technical Leadership
9 28 (10.89%) Computer Science
9 28 (10.89%) Scrum
10 26 (10.12%) Coaching
11 24 (9.34%) E-Commerce
11 24 (9.34%) TDD
12 23 (8.95%) Multithreading
13 22 (8.56%) Configuration Management
Programming Languages
1 90 (35.02%) Python
2 75 (29.18%) JavaScript
3 69 (26.85%) Java
4 56 (21.79%) SQL
5 44 (17.12%) C#
6 17 (6.61%) C
7 12 (4.67%) Groovy
7 12 (4.67%) Perl
8 11 (4.28%) Go
9 10 (3.89%) Bash Shell
9 10 (3.89%) PowerShell
10 9 (3.50%) C++
11 7 (2.72%) ES6
12 6 (2.33%) PHP
12 6 (2.33%) TypeScript
13 5 (1.95%) R
13 5 (1.95%) Ruby
13 5 (1.95%) SPARQL
14 4 (1.56%) Scala
15 3 (1.17%) Erlang
Qualifications
1 17 (6.61%) SC Cleared
1 17 (6.61%) Security Cleared
2 15 (5.84%) Degree
3 8 (3.11%) Computer Science Degree
3 8 (3.11%) ITIL Certification
4 7 (2.72%) AWS Certification
5 5 (1.95%) GCFA
5 5 (1.95%) GCIH
5 5 (1.95%) Postgraduate
6 2 (0.78%) LPIC
7 1 (0.39%) CISA
7 1 (0.39%) CISM
7 1 (0.39%) CISSP
7 1 (0.39%) CRISC
Quality Assurance & Compliance
1 22 (8.56%) QA
1 22 (8.56%) SLA
2 8 (3.11%) ISO/IEC 27001
3 7 (2.72%) HIPAA
System Software
1 97 (37.74%) Docker
2 32 (12.45%) Active Directory
3 24 (9.34%) Hyper-V
4 21 (8.17%) VMware Infrastructure
5 5 (1.95%) Snort
6 4 (1.56%) XenApp
6 4 (1.56%) XenDesktop
7 3 (1.17%) vCloud
8 1 (0.39%) Slurm Workload Manager
Systems Management
1 83 (32.30%) Kubernetes
2 36 (14.01%) Ansible
3 21 (8.17%) Puppet
4 16 (6.23%) Opscode Chef
4 16 (6.23%) Terraform
5 12 (4.67%) SCCM
6 10 (3.89%) HP Data Protector
7 5 (1.95%) EnCase
7 5 (1.95%) FTK
7 5 (1.95%) Host Intrusion Detection System
8 4 (1.56%) Microsoft Intune
9 3 (1.17%) Packer
9 3 (1.17%) Prometheus
10 2 (0.78%) Istio
10 2 (0.78%) Microsoft Clustering
10 2 (0.78%) Single Sign-On
11 1 (0.39%) Mesos
Vendors
1 48 (18.68%) Microsoft
2 37 (14.40%) VMware
3 28 (10.89%) Google
4 20 (7.78%) IBM
5 15 (5.84%) Oracle
6 11 (4.28%) Citrix
7 10 (3.89%) HP
7 10 (3.89%) Veeam
8 6 (2.33%) FIS
8 6 (2.33%) WorldPay
9 5 (1.95%) FireEye
9 5 (1.95%) NetWitness
9 5 (1.95%) Salesforce.com
10 4 (1.56%) Ivanti
11 3 (1.17%) Avaya
11 3 (1.17%) Rackspace
11 3 (1.17%) SAP
12 2 (0.78%) F5
12 2 (0.78%) SaltStack
12 2 (0.78%) Xamarin