Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Cambridgeshire > Cambridge
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 27 41 44
Rank change year-on-year +14 +3 +56
Permanent jobs citing Amazon AWS 265 195 154
As % of all permanent IT jobs advertised in Cambridge 9.28% 7.26% 5.87%
As % of the Cloud Services category 49.35% 45.03% 51.33%
Number of salaries quoted 169 176 136
Cambridge median annual salary £55,000 £50,000 £52,500
Median salary % change year-on-year +10.00% -4.76% +16.67%
10th Percentile £37,900 £32,750 £38,750
90th Percentile £80,000 £71,250 £61,500
Cambridgeshire median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +12.90%

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 537 433 300
As % of all permanent IT jobs advertised in Cambridge 18.81% 16.12% 11.44%
Number of salaries quoted 381 343 232
Cambridge median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +11.11%
10th Percentile £35,000 £31,250 £33,060
90th Percentile £67,500 £68,750 £62,500
Cambridgeshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

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 16 July 2018.

Salary histogram for Amazon AWS in Cambridge

For the 6 months to 16 July 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.

1 155 (58.49%) Python
2 125 (47.17%) DevOps
3 123 (46.42%) Linux
4 105 (39.62%) Ansible
5 103 (38.87%) JavaScript
6 99 (37.36%) Docker
6 99 (37.36%) Microsoft Azure
7 95 (35.85%) Web Services
8 90 (33.96%) Continuous Integration
9 81 (30.57%) Puppet
9 81 (30.57%) Java
10 77 (29.06%) Jenkins
11 74 (27.92%) WorldPay
12 73 (27.55%) Agile Software Development
13 67 (25.28%) SQL
14 63 (23.77%) Machine Learning
14 63 (23.77%) Opscode Chef
14 63 (23.77%) Bash Shell
15 62 (23.40%) Ruby
16 60 (22.64%) Cisco
17 58 (21.89%) Windows
18 54 (20.38%) Splunk
19 53 (20.00%) Git (software)
20 52 (19.62%) NoSQL
21 51 (19.25%) VMware Infrastructure
21 51 (19.25%) VMware
22 50 (18.87%) Public Cloud
23 49 (18.49%) Software Engineering
24 48 (18.11%) Finance
24 48 (18.11%) AppDynamics

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 20 (7.55%) Elasticsearch
2 18 (6.79%) Apache
2 18 (6.79%) Apache Spark
3 16 (6.04%) OpenStack
4 15 (5.66%) Confluence
5 12 (4.53%) WebLogic
5 12 (4.53%) WebSphere
6 5 (1.89%) ArcGIS
6 5 (1.89%) ArcSDE
6 5 (1.89%) GeoServer
7 4 (1.51%) nginx
8 3 (1.13%) IIS
8 3 (1.13%) SAS
9 2 (0.75%) Tomcat
10 1 (0.38%) Apache Solr
Applications
1 2 (0.75%) Microsoft Excel
1 2 (0.75%) Microsoft PowerPoint
1 2 (0.75%) Microsoft Project
Business Applications
1 30 (11.32%) Payment Gateway
2 12 (4.53%) Documaker
3 2 (0.75%) Dynamics AX
Cloud Services
1 99 (37.36%) Microsoft Azure
2 39 (14.72%) GitHub
3 32 (12.08%) OpenShift
4 27 (10.19%) Cloud Computing
5 21 (7.92%) Amazon EC2
6 17 (6.42%) IaaS
7 16 (6.04%) Google Cloud Platform
8 12 (4.53%) SaaS
9 11 (4.15%) Amazon CloudWatch
9 11 (4.15%) AWS Elastic Beanstalk
10 8 (3.02%) AWS CloudFormation
11 5 (1.89%) Amazon S3
11 5 (1.89%) CloudFront
12 3 (1.13%) Office 365
12 3 (1.13%) Virtual Private Cloud
13 2 (0.75%) Amazon ELB
13 2 (0.75%) DigitalOcean
13 2 (0.75%) Heroku
13 2 (0.75%) NuGet
13 2 (0.75%) Route 53
Communications & Networking
1 44 (16.60%) DNS
2 40 (15.09%) Firewall
3 15 (5.66%) SSL
4 14 (5.28%) DHCP
4 14 (5.28%) SSH
4 14 (5.28%) TCP/IP
5 13 (4.91%) HTTP
6 12 (4.53%) Cisco IOS
6 12 (4.53%) Cisco Nexus
6 12 (4.53%) FTP
6 12 (4.53%) HTTPS
6 12 (4.53%) ICMP
6 12 (4.53%) IMAP
6 12 (4.53%) IPsec
6 12 (4.53%) OpenVPN
6 12 (4.53%) POP3
6 12 (4.53%) SMTP
6 12 (4.53%) SNMP
6 12 (4.53%) Telnet
6 12 (4.53%) WPA2
Database & Business Intelligence
1 52 (19.62%) NoSQL
2 40 (15.09%) MongoDB
3 34 (12.83%) Apache Cassandra
4 33 (12.45%) SQL Server
5 15 (5.66%) Big Data
6 14 (5.28%) HBase
7 13 (4.91%) Amazon RDS
8 12 (4.53%) Oracle Database
9 11 (4.15%) Hadoop
9 11 (4.15%) Relational Database
10 9 (3.40%) MySQL
10 9 (3.40%) PostgreSQL
11 7 (2.64%) Amazon DynamoDB
11 7 (2.64%) Power BI
12 6 (2.26%) SQL Server Reporting Services
13 5 (1.89%) GIS
14 4 (1.51%) Apache Hive
14 4 (1.51%) Couchbase
14 4 (1.51%) Data Warehouse
14 4 (1.51%) SQL Server Integration Services
Development Applications
1 77 (29.06%) Jenkins
2 53 (20.00%) Git (software)
3 38 (14.34%) Sonatype Nexus
4 25 (9.43%) Cucumber
5 23 (8.68%) JIRA
6 12 (4.53%) Gerrit
7 7 (2.64%) GitLab
7 7 (2.64%) Maven
7 7 (2.64%) Subversion
7 7 (2.64%) Vagrant
8 5 (1.89%) CircleCI
9 4 (1.51%) Hudson
9 4 (1.51%) Mercurial
9 4 (1.51%) Selenium
9 4 (1.51%) webpack
10 3 (1.13%) Gradle
10 3 (1.13%) Protractor
10 3 (1.13%) TeamCity
10 3 (1.13%) Visual Studio
11 2 (0.75%) JUnit
General
1 48 (18.11%) Finance
2 27 (10.19%) Games
3 6 (2.26%) Retail
4 5 (1.89%) Electronics
5 3 (1.13%) Military
6 2 (0.75%) Advertising
6 2 (0.75%) Marketing
7 1 (0.38%) Banking
7 1 (0.38%) Law
7 1 (0.38%) Manufacturing
7 1 (0.38%) Pharmaceutical
Job Titles
1 74 (27.92%) Developer
2 46 (17.36%) DevOps Engineer
3 43 (16.23%) Java Developer
4 30 (11.32%) Senior Developer
5 27 (10.19%) Scala Developer
6 26 (9.81%) Java Scala Developer
7 24 (9.06%) Linux Engineer
8 22 (8.30%) Machine Learning Engineer
9 21 (7.92%) Infrastructure Engineer
9 21 (7.92%) Senior Java Developer
9 21 (7.92%) Senior Scala Developer
10 20 (7.55%) Senior Java Scala Developer
10 20 (7.55%) Software Engineer
11 19 (7.17%) Automation Engineer
11 19 (7.17%) Systems Engineer
12 18 (6.79%) Architect
12 18 (6.79%) Senior DevOps
12 18 (6.79%) Senior DevOps Engineer
13 17 (6.42%) Administrator
14 16 (6.04%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 95 (35.85%) Web Services
2 43 (16.23%) RESTful
3 42 (15.85%) Middleware
4 37 (13.96%) AngularJS
5 33 (12.45%) Akka
6 32 (12.08%) Spring
7 29 (10.94%) .NET
8 20 (7.55%) .NET Framework
9 16 (6.04%) JSON
10 14 (5.28%) Node.js
11 13 (4.91%) SOAP
12 12 (4.53%) YAML
13 10 (3.77%) TensorFlow
14 8 (3.02%) Kafka
15 7 (2.64%) HTML
15 7 (2.64%) REST
16 6 (2.26%) LAMP
16 6 (2.26%) Play Framework
16 6 (2.26%) Spring Boot
17 5 (1.89%) CSS
Miscellaneous
1 50 (18.87%) Public Cloud
2 37 (13.96%) Linux Command Line
3 33 (12.45%) Data Centre
4 28 (10.57%) Computer Science
5 27 (10.19%) Private Cloud
6 22 (8.30%) Fintech
7 20 (7.55%) Distributed Denial-of-Service
7 20 (7.55%) Online Games
8 13 (4.91%) Algorithms
9 12 (4.53%) Data Structures
10 10 (3.77%) Life Science
11 9 (3.40%) Analytical Skills
11 9 (3.40%) Internet of Things
12 6 (2.26%) Greenfield Project
12 6 (2.26%) Hybrid Cloud
12 6 (2.26%) Smartphone
13 5 (1.89%) Digital TV
13 5 (1.89%) Enterprise Software
13 5 (1.89%) Mobile App
13 5 (1.89%) NHS
Operating Systems
1 123 (46.42%) Linux
2 58 (21.89%) Windows
3 41 (15.47%) Unix
4 37 (13.96%) Android
5 24 (9.06%) Apple iOS
6 17 (6.42%) Solaris
7 16 (6.04%) CentOS
8 14 (5.28%) Windows Server 2012
9 13 (4.91%) Windows Server
10 12 (4.53%) Red Hat Enterprise Linux
10 12 (4.53%) Windows Server 2008
11 5 (1.89%) Mac OS
11 5 (1.89%) Mac OS X
12 2 (0.75%) Amazon Linux
12 2 (0.75%) VMS
Processes & Methodologies
1 125 (47.17%) DevOps
2 90 (33.96%) Continuous Integration
3 73 (27.55%) Agile Software Development
4 63 (23.77%) Machine Learning
5 49 (18.49%) Software Engineering
6 45 (16.98%) Configuration Management
7 42 (15.85%) TDD
8 41 (15.47%) Integration Testing
9 39 (14.72%) Continuous Delivery
10 37 (13.96%) Test Automation
11 35 (13.21%) Continuous Deployment
12 34 (12.83%) E-Commerce
13 33 (12.45%) Load Balancing
14 32 (12.08%) Artificial Intelligence
15 29 (10.94%) Network Monitoring
16 28 (10.57%) Microservices
17 27 (10.19%) Software Architecture
18 22 (8.30%) High Availability
18 22 (8.30%) Mathematics
18 22 (8.30%) SDLC
Programming Languages
1 155 (58.49%) Python
2 103 (38.87%) JavaScript
3 81 (30.57%) Java
4 67 (25.28%) SQL
5 63 (23.77%) Bash Shell
6 62 (23.40%) Ruby
7 45 (16.98%) PowerShell
8 37 (13.96%) Scala
9 27 (10.19%) PHP
10 24 (9.06%) C++
11 19 (7.17%) C#
12 9 (3.40%) Perl
13 7 (2.64%) TypeScript
14 6 (2.26%) Shell Script
15 5 (1.89%) C
15 5 (1.89%) Kotlin
15 5 (1.89%) R
16 3 (1.13%) Go
17 2 (0.75%) T-SQL
17 2 (0.75%) VBA
Qualifications
1 25 (9.43%) Degree
2 14 (5.28%) Computer Science Degree
3 10 (3.77%) CCNA
3 10 (3.77%) Cisco Certification
4 8 (3.02%) PhD
5 5 (1.89%) CCIE
5 5 (1.89%) CCNP
5 5 (1.89%) RHCE
5 5 (1.89%) VMware Certified Professional (VCP)
6 1 (0.38%) CISM
6 1 (0.38%) CISSP
6 1 (0.38%) SANS
Quality Assurance & Compliance
1 22 (8.30%) PCI DSS
2 15 (5.66%) QA
3 10 (3.77%) GCP
4 3 (1.13%) ISO/IEC 27001
5 2 (0.75%) GDPR
5 2 (0.75%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.38%) COBIT
6 1 (0.38%) COSO
System Software
1 99 (37.36%) Docker
2 51 (19.25%) VMware Infrastructure
3 34 (12.83%) Active Directory
4 30 (11.32%) Virtual Desktop
4 30 (11.32%) Virtual Servers
4 30 (11.32%) vSphere
5 14 (5.28%) VirtualBox
6 12 (4.53%) Samba
7 10 (3.77%) LXC
8 7 (2.64%) Xen
9 3 (1.13%) Apache ZooKeeper
9 3 (1.13%) HDFS
9 3 (1.13%) Hyper-V
10 2 (0.75%) Ceph
10 2 (0.75%) KVM
10 2 (0.75%) Varnish
10 2 (0.75%) Virtual Machines
11 1 (0.38%) Apache Flume
Systems Management
1 105 (39.62%) Ansible
2 81 (30.57%) Puppet
3 63 (23.77%) Opscode Chef
4 42 (15.85%) vRealize
5 32 (12.08%) Terraform
6 30 (11.32%) vCenter Server
7 19 (7.17%) Nagios
8 18 (6.79%) Kubernetes
9 12 (4.53%) Rancher
9 12 (4.53%) Sysdig
10 6 (2.26%) Grafana
11 5 (1.89%) Graphite
11 5 (1.89%) Graylog
11 5 (1.89%) Kibana
11 5 (1.89%) logstash
12 4 (1.51%) Systems Management Server (SMS)
13 3 (1.13%) Oozie
14 2 (0.75%) Nessus
14 2 (0.75%) NetBackup
14 2 (0.75%) yum
Vendors
1 74 (27.92%) WorldPay
2 60 (22.64%) Cisco
3 54 (20.38%) Splunk
4 51 (19.25%) VMware
5 48 (18.11%) AppDynamics
6 42 (15.85%) BMC
7 35 (13.21%) F5
7 35 (13.21%) Fortinet
8 31 (11.70%) ServiceNow
9 30 (11.32%) Citrix
10 25 (9.43%) Oracle
11 24 (9.06%) HP
11 24 (9.06%) Microsoft
12 17 (6.42%) Juniper
12 17 (6.42%) Red Hat
13 14 (5.28%) Google
14 12 (4.53%) IBM
14 12 (4.53%) Intel
14 12 (4.53%) New Relic
15 6 (2.26%) Qualys