Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Cambridgeshire
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 26 51 67
Rank change year-on-year +25 +16 +33
Permanent jobs citing Amazon AWS 362 212 157
As % of all permanent IT jobs advertised in Cambridgeshire 8.55% 5.90% 3.92%
As % of the Cloud Services category 45.25% 40.15% 39.55%
Number of salaries quoted 225 181 138
Cambridgeshire median annual salary £55,000 £50,000 £51,250
Median salary % change year-on-year +10.00% -2.44% +2.50%
10th Percentile £37,500 £32,750 £38,750
90th Percentile £80,000 £71,250 £61,400
East of England median annual salary £57,500 £50,000 £54,000
% change year-on-year +15.00% -7.41% +20.00%

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 Cambridgeshire with a requirement for cloud computing skills.

All Cloud Skills
Cambridgeshire
Permanent vacancies with a requirement for cloud computing skills 800 528 397
As % of all permanent IT jobs advertised in Cambridgeshire 18.90% 14.69% 9.91%
Number of salaries quoted 553 421 321
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £31,250 £30,000 £31,000
90th Percentile £67,500 £68,750 £61,250
East of England median annual salary £52,180 £45,000 £50,000
% change year-on-year +15.96% -10.00% +17.65%

Amazon AWS
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Amazon AWS in Cambridgeshire

Amazon AWS
Salary Trend in Cambridgeshire

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

Salary trend for Amazon AWS in Cambridgeshire

Amazon AWS
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Amazon AWS in Cambridgeshire over the 6 months to 21 June 2018.

Salary histogram for Amazon AWS in Cambridgeshire

Amazon 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 Amazon AWS within the Cambridgeshire region over the 6 months to 21 June 2018. 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 +11 273 £55,000 +10.00% 38
Peterborough +11 53 £75,000 +25.00% 3
Huntingdon - 7 £47,500 -
St Neots -15 2 £50,000 -9.09% 1
Amazon AWS
East of England

For the 6 months to 21 June 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 Cambridgeshire region with a requirement for Amazon AWS.

1 172 (47.51%) Python
2 152 (41.99%) Microsoft Azure
3 142 (39.23%) Linux
3 142 (39.23%) DevOps
4 135 (37.29%) Docker
5 127 (35.08%) Agile Software Development
6 124 (34.25%) JavaScript
7 104 (28.73%) Continuous Integration
7 104 (28.73%) Ansible
8 103 (28.45%) Java
9 101 (27.90%) Web Services
10 89 (24.59%) SQL
11 85 (23.48%) Jenkins
12 84 (23.20%) Puppet
13 83 (22.93%) NoSQL
14 81 (22.38%) Windows
15 78 (21.55%) WorldPay
16 77 (21.27%) Ruby
17 75 (20.72%) Machine Learning
18 72 (19.89%) Finance
19 71 (19.61%) MongoDB
20 70 (19.34%) Software Engineering
21 69 (19.06%) TDD
22 67 (18.51%) VMware
23 63 (17.40%) Opscode Chef
24 62 (17.13%) Bash Shell
25 61 (16.85%) .NET
25 61 (16.85%) Cisco
26 59 (16.30%) Splunk
27 58 (16.02%) PowerShell

Amazon 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 33 (9.12%) Apache Spark
2 23 (6.35%) OpenStack
3 22 (6.08%) Elasticsearch
4 16 (4.42%) Apache
4 16 (4.42%) Confluence
5 12 (3.31%) WebLogic
5 12 (3.31%) WebSphere
6 6 (1.66%) ArcGIS
6 6 (1.66%) ArcSDE
6 6 (1.66%) GeoServer
7 4 (1.10%) nginx
8 3 (0.83%) MS Exchange
8 3 (0.83%) SAS
9 2 (0.55%) IIS
9 2 (0.55%) Tomcat
10 1 (0.28%) Apache Solr
10 1 (0.28%) Exchange Server 2010
10 1 (0.28%) SharePoint
Applications
1 2 (0.55%) Microsoft Excel
1 2 (0.55%) Microsoft PowerPoint
1 2 (0.55%) Microsoft Project
Business Applications
1 29 (8.01%) Payment Gateway
2 12 (3.31%) Documaker
3 3 (0.83%) Dynamics AX
Cloud Services
1 152 (41.99%) Microsoft Azure
2 47 (12.98%) GitHub
3 36 (9.94%) OpenShift
4 30 (8.29%) Cloud Computing
5 25 (6.91%) Amazon EC2
6 24 (6.63%) IaaS
7 19 (5.25%) Office 365
8 18 (4.97%) Amazon CloudWatch
9 14 (3.87%) Google Cloud Platform
10 12 (3.31%) AWS Elastic Beanstalk
10 12 (3.31%) SaaS
11 8 (2.21%) AWS CloudFormation
12 5 (1.38%) CloudFront
13 4 (1.10%) Amazon S3
14 3 (0.83%) DigitalOcean
14 3 (0.83%) Heroku
15 2 (0.55%) npm
15 2 (0.55%) NuGet
15 2 (0.55%) Route 53
15 2 (0.55%) Virtual Private Cloud
Communications & Networking
1 48 (13.26%) DNS
2 42 (11.60%) Firewall
3 23 (6.35%) SAN
4 21 (5.80%) HTTP
5 19 (5.25%) SSL
5 19 (5.25%) TCP/IP
6 18 (4.97%) SSH
7 16 (4.42%) FTP
7 16 (4.42%) HTTPS
8 14 (3.87%) DHCP
9 12 (3.31%) Cisco IOS
9 12 (3.31%) ICMP
9 12 (3.31%) IMAP
9 12 (3.31%) Internet
9 12 (3.31%) IPsec
9 12 (3.31%) POP3
9 12 (3.31%) SMTP
9 12 (3.31%) SNMP
9 12 (3.31%) Telnet
9 12 (3.31%) WPA2
Database & Business Intelligence
1 83 (22.93%) NoSQL
2 71 (19.61%) MongoDB
3 55 (15.19%) SQL Server
4 38 (10.50%) Apache Cassandra
5 37 (10.22%) Big Data
6 26 (7.18%) Relational Database
7 18 (4.97%) MySQL
8 17 (4.70%) PostgreSQL
9 14 (3.87%) Amazon Redshift
9 14 (3.87%) HBase
10 13 (3.59%) Power BI
11 12 (3.31%) Data Warehouse
11 12 (3.31%) Hadoop
11 12 (3.31%) Oracle Database
12 10 (2.76%) Amazon RDS
13 8 (2.21%) SQL Server Reporting Services
14 7 (1.93%) Amazon DynamoDB
15 6 (1.66%) GIS
15 6 (1.66%) SQL Server Analysis Services
15 6 (1.66%) SQL Server Integration Services
Development Applications
1 85 (23.48%) Jenkins
2 53 (14.64%) Git (software)
3 46 (12.71%) Sonatype Nexus
4 27 (7.46%) Cucumber
5 26 (7.18%) JIRA
6 13 (3.59%) Vagrant
7 12 (3.31%) Gerrit
7 12 (3.31%) Maven
8 7 (1.93%) GitLab
8 7 (1.93%) Subversion
8 7 (1.93%) Visual Studio
9 6 (1.66%) CircleCI
9 6 (1.66%) GoCD
10 5 (1.38%) Mercurial
11 4 (1.10%) Atlassian Bamboo
11 4 (1.10%) Hudson
11 4 (1.10%) webpack
12 3 (0.83%) Protractor
12 3 (0.83%) Selenium
12 3 (0.83%) TeamCity
General
1 72 (19.89%) Finance
2 30 (8.29%) Games
3 8 (2.21%) Electronics
3 8 (2.21%) Manufacturing
4 5 (1.38%) Retail
5 3 (0.83%) Marketing
5 3 (0.83%) Military
6 2 (0.55%) Advertising
6 2 (0.55%) Pharmaceutical
7 1 (0.28%) Banking
7 1 (0.28%) Telecoms
Job Titles
1 100 (27.62%) Developer
2 59 (16.30%) Java Developer
3 51 (14.09%) DevOps Engineer
4 49 (13.54%) Senior Developer
5 39 (10.77%) Software Engineer
6 34 (9.39%) Architect
7 28 (7.73%) Senior Java Developer
8 27 (7.46%) Solutions Architect
9 26 (7.18%) Analyst
10 25 (6.91%) Scala Developer
11 24 (6.63%) Infrastructure Engineer
11 24 (6.63%) Java Scala Developer
12 23 (6.35%) Senior Scala Developer
13 22 (6.08%) Linux Engineer
13 22 (6.08%) Senior Java Scala Developer
14 21 (5.80%) Administrator
14 21 (5.80%) Cloud Engineer
14 21 (5.80%) Machine Learning Engineer
15 19 (5.25%) Automation Engineer
16 18 (4.97%) Programmer
Libraries, Frameworks & Software Standards
1 101 (27.90%) Web Services
2 61 (16.85%) .NET
3 52 (14.36%) AngularJS
3 52 (14.36%) Node.js
4 44 (12.15%) Spring
5 42 (11.60%) Middleware
6 41 (11.33%) RESTful
7 37 (10.22%) Akka
8 25 (6.91%) .NET Framework
8 25 (6.91%) REST
9 17 (4.70%) JSON
10 16 (4.42%) SOAP
11 12 (3.31%) YAML
12 11 (3.04%) .NET Core
12 11 (3.04%) LAMP
13 10 (2.76%) TensorFlow
14 8 (2.21%) Ajax
14 8 (2.21%) J2EE
14 8 (2.21%) Kafka
14 8 (2.21%) React
Miscellaneous
1 50 (13.81%) Public Cloud
2 42 (11.60%) Computer Science
3 36 (9.94%) Linux Command Line
4 35 (9.67%) Data Centre
4 35 (9.67%) Private Cloud
5 31 (8.56%) Fintech
6 23 (6.35%) Analytical Skills
6 23 (6.35%) Distributed Denial-of-Service
6 23 (6.35%) Online Games
7 15 (4.14%) Xbox
8 14 (3.87%) Algorithms
9 13 (3.59%) Data Structures
9 13 (3.59%) Greenfield Project
10 11 (3.04%) Internet of Things
11 10 (2.76%) Life Science
12 6 (1.66%) Smartphone
13 5 (1.38%) Enterprise Software
13 5 (1.38%) GPGPU
13 5 (1.38%) Mobile App
13 5 (1.38%) NHS
Operating Systems
1 142 (39.23%) Linux
2 81 (22.38%) Windows
3 40 (11.05%) Android
3 40 (11.05%) Unix
4 27 (7.46%) Apple iOS
4 27 (7.46%) Windows Server
5 26 (7.18%) Windows Server 2012
6 23 (6.35%) Windows Server 2008
7 17 (4.70%) Solaris
8 16 (4.42%) CentOS
9 12 (3.31%) Red Hat Enterprise Linux
10 6 (1.66%) VMS
11 5 (1.38%) Mac OS
11 5 (1.38%) Mac OS X
11 5 (1.38%) Windows 10
12 4 (1.10%) AIX
13 2 (0.55%) Amazon Linux
Processes & Methodologies
1 142 (39.23%) DevOps
2 127 (35.08%) Agile Software Development
3 104 (28.73%) Continuous Integration
4 75 (20.72%) Machine Learning
5 70 (19.34%) Software Engineering
6 69 (19.06%) TDD
7 57 (15.75%) Continuous Delivery
7 57 (15.75%) Microservices
8 47 (12.98%) Configuration Management
9 44 (12.15%) Load Balancing
10 43 (11.88%) Test Automation
11 41 (11.33%) Artificial Intelligence
12 39 (10.77%) Integration Testing
13 38 (10.50%) E-Commerce
14 35 (9.67%) Continuous Deployment
15 34 (9.39%) Data Science
16 27 (7.46%) High Availability
16 27 (7.46%) Network Monitoring
16 27 (7.46%) Software Architecture
17 25 (6.91%) Problem-Solving
Programming Languages
1 172 (47.51%) Python
2 124 (34.25%) JavaScript
3 103 (28.45%) Java
4 89 (24.59%) SQL
5 77 (21.27%) Ruby
6 62 (17.13%) Bash Shell
7 58 (16.02%) PowerShell
8 53 (14.64%) Scala
9 51 (14.09%) C#
10 33 (9.12%) PHP
11 26 (7.18%) C++
12 10 (2.76%) C
12 10 (2.76%) Perl
13 9 (2.49%) Go
14 7 (1.93%) TypeScript
15 5 (1.38%) R
15 5 (1.38%) Shell Script
16 4 (1.10%) ActionScript
16 4 (1.10%) ActionScript 2.0
16 4 (1.10%) T-SQL
Qualifications
1 36 (9.94%) Degree
2 17 (4.70%) Computer Science Degree
3 16 (4.42%) VMware Certified Professional (VCP)
4 11 (3.04%) CCA
4 11 (3.04%) CCNA
4 11 (3.04%) Cisco Certification
4 11 (3.04%) Citrix Certification
4 11 (3.04%) MCSE
4 11 (3.04%) Microsoft Certification
5 7 (1.93%) PhD
6 5 (1.38%) CCIE
6 5 (1.38%) CCNP
6 5 (1.38%) RHCE
7 1 (0.28%) CISM
7 1 (0.28%) CISSP
7 1 (0.28%) SANS
Quality Assurance & Compliance
1 26 (7.18%) PCI DSS
2 11 (3.04%) SLA
3 9 (2.49%) GCP
3 9 (2.49%) QA
4 5 (1.38%) Data Quality
5 4 (1.10%) ISO/IEC 27001
6 2 (0.55%) GDPR
6 2 (0.55%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.28%) COBIT
7 1 (0.28%) COSO
System Software
1 135 (37.29%) Docker
2 52 (14.36%) VMware Infrastructure
3 44 (12.15%) Active Directory
4 31 (8.56%) vSphere
5 30 (8.29%) Virtual Desktop
5 30 (8.29%) Virtual Servers
6 14 (3.87%) VirtualBox
7 13 (3.59%) Hyper-V
8 12 (3.31%) Samba
9 10 (2.76%) LXC
10 7 (1.93%) Xen
11 4 (1.10%) NFS
11 4 (1.10%) XenApp
11 4 (1.10%) XenDesktop
12 3 (0.83%) Apache ZooKeeper
12 3 (0.83%) HDFS
13 2 (0.55%) Ceph
13 2 (0.55%) KVM
13 2 (0.55%) Varnish
13 2 (0.55%) Virtual Machines
Systems Management
1 104 (28.73%) Ansible
2 84 (23.20%) Puppet
3 63 (17.40%) Opscode Chef
4 42 (11.60%) vRealize
5 34 (9.39%) Terraform
6 30 (8.29%) vCenter Server
7 25 (6.91%) Nagios
8 18 (4.97%) Kubernetes
9 13 (3.59%) NetBackup
10 12 (3.31%) Rancher
10 12 (3.31%) Sysdig
11 6 (1.66%) Grafana
11 6 (1.66%) Kibana
11 6 (1.66%) logstash
12 5 (1.38%) Graphite
12 5 (1.38%) Graylog
13 4 (1.10%) Microsoft Intune
13 4 (1.10%) Systems Management Server (SMS)
13 4 (1.10%) XenMobile
14 3 (0.83%) Oozie
Vendors
1 78 (21.55%) WorldPay
2 67 (18.51%) VMware
3 61 (16.85%) Cisco
4 59 (16.30%) Splunk
5 53 (14.64%) AppDynamics
6 48 (13.26%) Citrix
7 42 (11.60%) BMC
8 39 (10.77%) Oracle
9 36 (9.94%) Fortinet
9 36 (9.94%) Microsoft
10 35 (9.67%) F5
11 33 (9.12%) HP
12 31 (8.56%) ServiceNow
13 24 (6.63%) NetApp
14 17 (4.70%) IBM
14 17 (4.70%) Red Hat
15 16 (4.42%) Juniper
16 14 (3.87%) Intel
17 13 (3.59%) Google
18 12 (3.31%) New Relic