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

Amazon Web Services (AWS)
Cambridgeshire > Cambridge
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 28 54 49
Rank change year-on-year +26 -5 0
Permanent jobs citing Amazon AWS 162 166 126
As % of all permanent IT jobs advertised in Cambridge 8.08% 5.19% 5.42%
As % of the Cloud Services category 43.09% 36.64% 46.32%
Number of salaries quoted 109 134 116
Cambridge median annual salary £55,000 £52,500 £47,500
Median salary % change year-on-year +4.76% +10.53% +10.47%
10th Percentile £31,250 £37,500 £26,250
90th Percentile £68,750 £75,000 £65,000
Cambridgeshire median annual salary £55,000 £55,000 £47,500
% change year-on-year - +15.79% +5.56%

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 376 453 272
As % of all permanent IT jobs advertised in Cambridge 18.75% 14.16% 11.70%
Number of salaries quoted 287 330 215
Cambridge median annual salary £52,500 £50,000 £46,000
Median salary % change year-on-year +5.00% +8.70% +6.98%
10th Percentile £29,100 £31,925 £26,250
90th Percentile £69,250 £71,250 £65,000
Cambridgeshire median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +4.65%

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 15 December 2018.

Salary histogram for Amazon AWS in Cambridge

For the 6 months to 15 December 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 78 (48.15%) Agile Software Development
2 76 (46.91%) Python
3 68 (41.98%) Java
4 65 (40.12%) Microsoft Azure
5 63 (38.89%) Docker
6 60 (37.04%) DevOps
6 60 (37.04%) Ansible
7 53 (32.72%) Web Services
8 51 (31.48%) Kubernetes
9 46 (28.40%) Linux
10 45 (27.78%) Machine Learning
11 40 (24.69%) QA
12 38 (23.46%) Artificial Intelligence
12 38 (23.46%) Software Engineering
13 36 (22.22%) SQL
14 33 (20.37%) Puppet
15 32 (19.75%) JavaScript
16 30 (18.52%) TDD
16 30 (18.52%) Degree
17 28 (17.28%) Git (software)
17 28 (17.28%) Scala
18 27 (16.67%) Continuous Delivery
18 27 (16.67%) Terraform
19 25 (15.43%) Google
19 25 (15.43%) Continuous Integration
19 25 (15.43%) Microsoft
20 24 (14.81%) E-Commerce
20 24 (14.81%) Spring
21 23 (14.20%) Computer Science
22 22 (13.58%) OpenShift

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 12 (7.41%) Apache Spark
2 10 (6.17%) Elasticsearch
3 9 (5.56%) OpenStack
4 7 (4.32%) Apache
5 5 (3.09%) IIS
6 3 (1.85%) ArcGIS
6 3 (1.85%) MS Exchange
6 3 (1.85%) nginx
6 3 (1.85%) SharePoint
7 1 (0.62%) SAS
Applications
1 3 (1.85%) Microsoft Office
2 1 (0.62%) SPSS
Business Applications
1 22 (13.58%) Payment Gateway
Cloud Services
1 65 (40.12%) Microsoft Azure
2 22 (13.58%) OpenShift
3 20 (12.35%) Google Cloud Platform
4 9 (5.56%) SaaS
5 8 (4.94%) Cloud Computing
5 8 (4.94%) Firebase
6 5 (3.09%) Amazon S3
7 4 (2.47%) Amazon EC2
8 3 (1.85%) G Suite
8 3 (1.85%) Office 365
9 2 (1.23%) Amazon CloudWatch
9 2 (1.23%) Amazon ELB
9 2 (1.23%) GitHub
9 2 (1.23%) Virtual Private Cloud
10 1 (0.62%) Amazon EMR
10 1 (0.62%) AWS CloudFormation
10 1 (0.62%) AWS Elastic Beanstalk
10 1 (0.62%) CloudFront
Communications & Networking
1 4 (2.47%) Internet
2 2 (1.23%) DNS
2 2 (1.23%) HTTP
3 1 (0.62%) IPv6
3 1 (0.62%) SMS
Database & Business Intelligence
1 21 (12.96%) NoSQL
2 20 (12.35%) Apache Cassandra
3 19 (11.73%) Hadoop
4 17 (10.49%) Amazon RDS
5 13 (8.02%) Big Data
6 11 (6.79%) SQL Server
7 8 (4.94%) MongoDB
7 8 (4.94%) MySQL
7 8 (4.94%) PostgreSQL
8 7 (4.32%) HBase
8 7 (4.32%) Relational Database
9 6 (3.70%) Apache Hive
10 5 (3.09%) Sqoop
11 4 (2.47%) Azure SQL Database
11 4 (2.47%) InterBase
11 4 (2.47%) SAP HANA
12 3 (1.85%) Amazon Redshift
12 3 (1.85%) GIS
12 3 (1.85%) Neo4j
13 2 (1.23%) Amazon DynamoDB
Development Applications
1 28 (17.28%) Git (software)
2 16 (9.88%) Jenkins
3 8 (4.94%) Vagrant
4 6 (3.70%) JIRA
5 5 (3.09%) Gradle
5 5 (3.09%) JMeter
5 5 (3.09%) Selenium
5 5 (3.09%) SoapUI
6 4 (2.47%) Maven
7 3 (1.85%) JUnit
8 2 (1.23%) Atlassian Bamboo
8 2 (1.23%) Clang
8 2 (1.23%) CMake
8 2 (1.23%) Cucumber
8 2 (1.23%) GitLab
8 2 (1.23%) Sonatype Nexus
9 1 (0.62%) Eclipse
9 1 (0.62%) Mockito
General
1 20 (12.35%) Finance
2 12 (7.41%) Retail
3 6 (3.70%) Games
4 5 (3.09%) Law
4 5 (3.09%) Pharmaceutical
5 1 (0.62%) Military
5 1 (0.62%) Publishing
Job Titles
1 52 (32.10%) Developer
2 29 (17.90%) Software Engineer
3 25 (15.43%) AWS Engineer
4 23 (14.20%) DevOps Engineer
4 23 (14.20%) Java Developer
4 23 (14.20%) Software Developer
5 22 (13.58%) Linux Engineer
6 21 (12.96%) Java Engineer
7 16 (9.88%) Cloud Engineer
8 15 (9.26%) Programmer
9 14 (8.64%) AWS Developer
9 14 (8.64%) Java Software Engineer
10 13 (8.02%) Java Software Developer
10 13 (8.02%) Lead Developer
10 13 (8.02%) Principal Developer
11 10 (6.17%) Java Programmer
11 10 (6.17%) Senior Developer
12 9 (5.56%) AWS Software Engineer
12 9 (5.56%) Graduate
12 9 (5.56%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 53 (32.72%) Web Services
2 24 (14.81%) Spring
3 20 (12.35%) Spring Boot
4 19 (11.73%) Akka
4 19 (11.73%) RESTful
5 17 (10.49%) Play Framework
6 14 (8.64%) AngularJS
6 14 (8.64%) Kafka
7 12 (7.41%) TensorFlow
8 11 (6.79%) Node.js
8 11 (6.79%) REST
9 10 (6.17%) HTML
9 10 (6.17%) JSON
10 9 (5.56%) .NET
10 9 (5.56%) CSS
10 9 (5.56%) SOAP
11 6 (3.70%) React
12 5 (3.09%) Vue.js
13 4 (2.47%) MEAN Stack
13 4 (2.47%) Retrofit
Miscellaneous
1 18 (11.11%) Public Cloud
2 17 (10.49%) Hybrid Cloud
3 12 (7.41%) Data Structures
4 8 (4.94%) Cloud Native
5 7 (4.32%) Algorithms
5 7 (4.32%) Greenfield Project
6 6 (3.70%) Linux Command Line
7 5 (3.09%) Analytical Skills
7 5 (3.09%) iPhone
7 5 (3.09%) NHS
8 4 (2.47%) Internet of Things
9 3 (1.85%) Client/Server
9 3 (1.85%) Driving Licence
9 3 (1.85%) Life Science
9 3 (1.85%) Management Information System
9 3 (1.85%) Virtual Team
10 2 (1.23%) Private Cloud
10 2 (1.23%) Smart City
11 1 (0.62%) Raspberry Pi
11 1 (0.62%) User Experience
Operating Systems
1 46 (28.40%) Linux
2 15 (9.26%) Windows
3 6 (3.70%) Android
4 5 (3.09%) Apple iOS
4 5 (3.09%) Unix
5 2 (1.23%) Debian
5 2 (1.23%) Ubuntu
6 1 (0.62%) Windows Server
Processes & Methodologies
1 78 (48.15%) Agile Software Development
2 60 (37.04%) DevOps
3 45 (27.78%) Machine Learning
4 38 (23.46%) Artificial Intelligence
4 38 (23.46%) Software Engineering
5 30 (18.52%) TDD
6 27 (16.67%) Continuous Delivery
7 25 (15.43%) Continuous Integration
8 24 (14.81%) E-Commerce
9 23 (14.20%) Computer Science
10 22 (13.58%) Microservices
11 21 (12.96%) Integration Testing
12 18 (11.11%) Data Science
12 18 (11.11%) Technical Debt
13 15 (9.26%) API Design
13 15 (9.26%) Software Architecture
14 12 (7.41%) Mathematics
15 11 (6.79%) Data Analysis
15 11 (6.79%) Data Modelling
15 11 (6.79%) Network Monitoring
Programming Languages
1 76 (46.91%) Python
2 68 (41.98%) Java
3 36 (22.22%) SQL
4 32 (19.75%) JavaScript
5 28 (17.28%) Scala
6 18 (11.11%) Bash Shell
7 15 (9.26%) Kotlin
8 12 (7.41%) Go
9 10 (6.17%) C++
10 8 (4.94%) PowerShell
11 7 (4.32%) PHP
11 7 (4.32%) R
12 6 (3.70%) C#
12 6 (3.70%) Ruby
13 4 (2.47%) TypeScript
14 3 (1.85%) C
14 3 (1.85%) Java 8
14 3 (1.85%) Perl
15 2 (1.23%) Shell Script
16 1 (0.62%) Objective-C
Qualifications
1 30 (18.52%) Degree
2 8 (4.94%) Computer Science Degree
3 7 (4.32%) PhD
4 4 (2.47%) ITIL Certification
5 3 (1.85%) AWS Certification
5 3 (1.85%) DV Cleared
5 3 (1.85%) Security Cleared
Quality Assurance & Compliance
1 40 (24.69%) QA
2 1 (0.62%) IEC 62304
2 1 (0.62%) ISO 13485
System Software
1 63 (38.89%) Docker
2 12 (7.41%) VMware Infrastructure
3 9 (5.56%) Active Directory
4 6 (3.70%) Hyper-V
5 5 (3.09%) HDFS
6 3 (1.85%) Virtual Machines
7 1 (0.62%) Apache ZooKeeper
7 1 (0.62%) KVM
7 1 (0.62%) VirtualBox
7 1 (0.62%) Xen
Systems Management
1 60 (37.04%) Ansible
2 51 (31.48%) Kubernetes
3 33 (20.37%) Puppet
4 27 (16.67%) Terraform
5 21 (12.96%) Opscode Chef
6 8 (4.94%) Consul
6 8 (4.94%) Packer
7 5 (3.09%) Oozie
8 2 (1.23%) Grafana
8 2 (1.23%) Nagios
8 2 (1.23%) Prometheus
9 1 (0.62%) Salt
Vendors
1 25 (15.43%) Google
1 25 (15.43%) Microsoft
2 22 (13.58%) WorldPay
3 18 (11.11%) VMware
4 11 (6.79%) Cisco
4 11 (6.79%) HP
4 11 (6.79%) Juniper
5 6 (3.70%) Oracle
6 5 (3.09%) CA
6 5 (3.09%) Hortonworks
6 5 (3.09%) Samsung
7 4 (2.47%) SAP
8 3 (1.85%) ESRI
9 2 (1.23%) AppDynamics
9 2 (1.23%) Qualys
9 2 (1.23%) Splunk
10 1 (0.62%) Cognos
10 1 (0.62%) Salesforce.com
10 1 (0.62%) Tableau
10 1 (0.62%) Talend