Period
to 23 April 2018

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Amazon AWS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon AWS over the 6 months to 23 April 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Web Services (AWS)
Buckinghamshire > Milton Keynes
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 24 75 91
Rank change year-on-year +51 +16 +12
Contract jobs citing Amazon AWS 114 28 6
As % of all contract IT jobs advertised in Milton Keynes 7.12% 2.04% 0.41%
As % of the Cloud Services category 38.38% 20.00% 14.63%
Number of daily rates quoted 43 10 5
Milton Keynes median daily rate £500 £475 £500
Median daily rate % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £380 £350 £475
90th Percentile £574 £501 £525
Buckinghamshire median daily rate £475 £470 £500
% change year-on-year +1.06% -6.00% +25.00%
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

Amazon AWS is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Milton Keynes with a requirement for cloud computing skills.

All Cloud Skills
Milton Keynes
Contract vacancies with a requirement for cloud computing skills 297 140 41
As % of all contract IT jobs advertised in Milton Keynes 18.55% 10.18% 2.82%
Number of daily rates quoted 140 69 29
Milton Keynes median daily rate £475 £500 £450
Median daily rate % change year-on-year -5.00% +11.11% +12.50%
10th Percentile £299 £350 £300
90th Percentile £600 £625 £625
Buckinghamshire median daily rate £463 £500 £413
% change year-on-year -7.50% +21.21% +4.43%
Number of hourly rates quoted 3 0 0
Milton Keynes median hourly rate £60.00 - -
Buckinghamshire median hourly rate £39.50 - £17.00

Amazon AWS
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Amazon AWS in Milton Keynes

Amazon AWS
Contractor Daily Rate Trend in Milton Keynes

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon AWS in Milton Keynes.

Contractor daily rate trend for Amazon AWS in Milton Keynes

Amazon AWS
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Amazon AWS in Milton Keynes over the 6 months to 23 April 2018.

Contractor daily rate histogram for Amazon AWS in Milton Keynes

For the 6 months to 23 April 2018, IT contractor 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 contract job ads across the Milton Keynes region with a requirement for Amazon AWS.

1 63 (55.26%) DevOps
2 60 (52.63%) Linux
3 54 (47.37%) Jenkins
4 52 (45.61%) Microsoft Azure
5 50 (43.86%) Agile Software Development
6 43 (37.72%) PaaS
7 40 (35.09%) IaaS
8 38 (33.33%) OpenShift
8 38 (33.33%) IBM
9 37 (32.46%) Windows
10 35 (30.70%) OpenStack
10 35 (30.70%) Git (software)
11 34 (29.82%) Java
12 33 (28.95%) Finance
12 33 (28.95%) JIRA
13 30 (26.32%) Confluence
14 29 (25.44%) Docker
14 29 (25.44%) Selenium
15 28 (24.56%) Firewall
16 27 (23.68%) Red Hat
17 26 (22.81%) Load Balancing
17 26 (22.81%) MongoDB
17 26 (22.81%) Redis
18 24 (21.05%) RabbitMQ
18 24 (21.05%) TDD
18 24 (21.05%) PostgreSQL
19 23 (20.18%) Ansible
20 22 (19.30%) NuoDB
21 21 (18.42%) Banking
22 20 (17.54%) VMware

Amazon AWS
Co-occurring IT Skills in Milton Keynes 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 35 (30.70%) OpenStack
2 30 (26.32%) Confluence
3 12 (10.53%) WebSphere
4 9 (7.89%) JBoss
4 9 (7.89%) WebLogic
5 8 (7.02%) Cloud Foundry
6 7 (6.14%) Apache
6 7 (6.14%) MS Exchange
7 5 (4.39%) IIS
8 4 (3.51%) Apache Spark
8 4 (3.51%) NServiceBus
9 3 (2.63%) Skype for Business
10 2 (1.75%) BizTalk Server
10 2 (1.75%) NetWeaver
10 2 (1.75%) nginx
10 2 (1.75%) Oracle SOA Suite
10 2 (1.75%) SharePoint
11 1 (0.88%) IBM Domino
Applications
1 3 (2.63%) Microsoft Office
2 2 (1.75%) Microsoft Excel
Business Applications
1 2 (1.75%) SAP Hybris
Cloud Services
1 52 (45.61%) Microsoft Azure
2 43 (37.72%) PaaS
3 40 (35.09%) IaaS
4 38 (33.33%) OpenShift
5 11 (9.65%) Amazon S3
5 11 (9.65%) Cloud Computing
5 11 (9.65%) SaaS
6 10 (8.77%) Office 365
7 9 (7.89%) Amazon CloudWatch
7 9 (7.89%) Amazon EC2
7 9 (7.89%) Amazon ELB
7 9 (7.89%) Virtual Private Cloud
8 7 (6.14%) Google Cloud Platform
9 6 (5.26%) Sauce Labs
10 2 (1.75%) Bluemix
10 2 (1.75%) GitHub
10 2 (1.75%) Google Analytics
10 2 (1.75%) IBM Cloud
11 1 (0.88%) Heroku
Communications & Networking
1 28 (24.56%) Firewall
2 7 (6.14%) Internet
3 6 (5.26%) DNS
3 6 (5.26%) F5 BIG-IP GTM
3 6 (5.26%) F5 BIG-IP LTM
4 5 (4.39%) Wireless
5 4 (3.51%) DHCP
5 4 (3.51%) LAN
5 4 (3.51%) TCP/IP
5 4 (3.51%) VLAN
5 4 (3.51%) WAN
6 3 (2.63%) BGP
6 3 (2.63%) Cisco Firepower
6 3 (2.63%) MPLS
6 3 (2.63%) Network Security
6 3 (2.63%) OSPF
6 3 (2.63%) Skype
6 3 (2.63%) Sourcefire
6 3 (2.63%) SSL
7 1 (0.88%) SAN
Database & Business Intelligence
1 26 (22.81%) MongoDB
1 26 (22.81%) Redis
2 24 (21.05%) PostgreSQL
3 22 (19.30%) NuoDB
4 10 (8.77%) Hadoop
5 9 (7.89%) Amazon RDS
6 8 (7.02%) Big Data
6 8 (7.02%) SQL Server
7 4 (3.51%) MySQL
7 4 (3.51%) NoSQL
8 3 (2.63%) Apache Hive
8 3 (2.63%) Impala
8 3 (2.63%) SQL Server 2005
8 3 (2.63%) SQL Server 2012
8 3 (2.63%) SQL Server 2016
9 2 (1.75%) DB2
9 2 (1.75%) OLAP
9 2 (1.75%) Oracle OLAP
9 2 (1.75%) Pentaho
9 2 (1.75%) Star Schema
Development Applications
1 54 (47.37%) Jenkins
2 35 (30.70%) Git (software)
3 33 (28.95%) JIRA
4 29 (25.44%) Selenium
5 10 (8.77%) TeamCity
6 7 (6.14%) Appium
6 7 (6.14%) Atlassian Bamboo
6 7 (6.14%) Bitbucket
6 7 (6.14%) WebDriver
7 6 (5.26%) Cucumber
8 4 (3.51%) SonarQube
9 3 (2.63%) Gradle
10 2 (1.75%) git-flow
10 2 (1.75%) Jasmine
10 2 (1.75%) Protractor
10 2 (1.75%) Sonatype Nexus
11 1 (0.88%) gulp
11 1 (0.88%) Karma Test Runner
11 1 (0.88%) Mocha
11 1 (0.88%) Octopus Deploy
General
1 33 (28.95%) Finance
2 21 (18.42%) Banking
3 9 (7.89%) Back Office
4 8 (7.02%) Telecoms
5 7 (6.14%) International Banking
6 4 (3.51%) Automotive
6 4 (3.51%) Marketing
6 4 (3.51%) Retail Banking
7 3 (2.63%) Electronics
7 3 (2.63%) Manufacturing
7 3 (2.63%) Retail
8 2 (1.75%) Financial Institution
9 1 (0.88%) Corporate Banking
9 1 (0.88%) Spanish Language
Job Titles
1 36 (31.58%) DevOps Engineer
2 20 (17.54%) Developer
3 19 (16.67%) Cloud Engineer
4 16 (14.04%) Architect
5 10 (8.77%) Java Engineer
6 9 (7.89%) Java Developer
6 9 (7.89%) Linux DevOps Engineer
6 9 (7.89%) Linux Engineer
6 9 (7.89%) Linux/Unix DevOps
6 9 (7.89%) Support Engineer
7 8 (7.02%) Web Developer
8 7 (6.14%) Delivery Manager
8 7 (6.14%) Optimisation Engineer
9 6 (5.26%) Automation Tester
9 6 (5.26%) Data Engineer
9 6 (5.26%) DevOps Manager
9 6 (5.26%) HTML Developer
9 6 (5.26%) JavaScript Developer
9 6 (5.26%) Technical Architect
9 6 (5.26%) Tester
Libraries, Frameworks & Software Standards
1 24 (21.05%) RabbitMQ
2 18 (15.79%) REST
3 16 (14.04%) Web Services
4 10 (8.77%) AngularJS
4 10 (8.77%) Middleware
5 8 (7.02%) SOAP
5 8 (7.02%) Spring
6 7 (6.14%) CSS
6 7 (6.14%) Hibernate
6 7 (6.14%) HTML
7 6 (5.26%) Spring Boot
7 6 (5.26%) WCF
8 5 (4.39%) ASP.NET Web API
8 5 (4.39%) LAMP
8 5 (4.39%) Node.js
9 4 (3.51%) .NET
9 4 (3.51%) HTML5
9 4 (3.51%) J2EE
9 4 (3.51%) RESTful
10 3 (2.63%) KnockoutJS
Miscellaneous
1 13 (11.40%) Hybrid Cloud
2 9 (7.89%) Public Cloud
3 7 (6.14%) Mobile App
4 6 (5.26%) Enterprise Cloud
5 5 (4.39%) Self-Motivation
6 4 (3.51%) Cloud Native
6 4 (3.51%) Clustering
7 3 (2.63%) Analytical Skills
7 3 (2.63%) Private Cloud
7 3 (2.63%) Virtual Team
8 2 (1.75%) Data Centre
8 2 (1.75%) Data Structures
9 1 (0.88%) Computer Science
9 1 (0.88%) Enterprise Software
9 1 (0.88%) Fintech
9 1 (0.88%) Mainframe
9 1 (0.88%) User Experience
Operating Systems
1 60 (52.63%) Linux
2 37 (32.46%) Windows
3 12 (10.53%) Windows Server
4 9 (7.89%) Android
4 9 (7.89%) Apple iOS
5 7 (6.14%) Mac OS X
6 6 (5.26%) Red Hat Enterprise Linux
7 4 (3.51%) Unix
7 4 (3.51%) Windows Server 2003
7 4 (3.51%) Windows Server 2012
8 3 (2.63%) Solaris
8 3 (2.63%) Windows Vista
9 2 (1.75%) DC/OS
9 2 (1.75%) Ubuntu
9 2 (1.75%) Windows Server 2008
10 1 (0.88%) AIX
10 1 (0.88%) CentOS
10 1 (0.88%) MVS
10 1 (0.88%) SUSE
10 1 (0.88%) Windows NT
Processes & Methodologies
1 63 (55.26%) DevOps
2 50 (43.86%) Agile Software Development
3 26 (22.81%) Load Balancing
4 24 (21.05%) TDD
5 17 (14.91%) Continuous Delivery
6 15 (13.16%) Continuous Integration
7 11 (9.65%) Configuration Management
8 9 (7.89%) ITIL
8 9 (7.89%) Process Improvement
8 9 (7.89%) TOGAF
9 8 (7.02%) BDD
9 8 (7.02%) Open Source
9 8 (7.02%) SOLID
9 8 (7.02%) Test Automation
9 8 (7.02%) Web Development
10 7 (6.14%) Microservices
10 7 (6.14%) MVC
10 7 (6.14%) Pair Programming
10 7 (6.14%) Scrum
11 6 (5.26%) Analytics
Programming Languages
1 34 (29.82%) Java
2 19 (16.67%) Python
3 14 (12.28%) JavaScript
3 14 (12.28%) SQL
4 8 (7.02%) Shell Script
5 7 (6.14%) Apple Swift
5 7 (6.14%) Go
5 7 (6.14%) Ruby
6 5 (4.39%) C#
7 4 (3.51%) PL/SQL
8 3 (2.63%) Bash Shell
8 3 (2.63%) PHP
9 2 (1.75%) HiveQL
9 2 (1.75%) Scala
9 2 (1.75%) T-SQL
10 1 (0.88%) Java 8
10 1 (0.88%) Perl
10 1 (0.88%) PowerShell
10 1 (0.88%) R
Qualifications
1 7 (6.14%) Microsoft Certification
1 7 (6.14%) SC Cleared
1 7 (6.14%) Security Cleared
2 6 (5.26%) Cisco Certification
3 5 (4.39%) CCNA
4 4 (3.51%) CCSP
4 4 (3.51%) MCITP
4 4 (3.51%) MCSE
5 3 (2.63%) DV Cleared
5 3 (2.63%) VMware Certified Professional (VCP)
6 1 (0.88%) CCIE
6 1 (0.88%) CCIE Routing and Switching
6 1 (0.88%) CCNP
6 1 (0.88%) Computer Science Degree
6 1 (0.88%) Degree
Quality Assurance & Compliance
1 5 (4.39%) QA
2 3 (2.63%) ISO 9001
3 2 (1.75%) Data Quality
3 2 (1.75%) GDPR
4 1 (0.88%) SLA
System Software
1 29 (25.44%) Docker
2 11 (9.65%) VMware Infrastructure
3 6 (5.26%) Active Directory
4 4 (3.51%) Hyper-V
4 4 (3.51%) Virtual Machines
5 1 (0.88%) vCloud
5 1 (0.88%) VMware ESXi
Systems Management
1 23 (20.18%) Ansible
2 10 (8.77%) Opscode Chef
3 7 (6.14%) SCOM
4 5 (4.39%) SCCM
5 3 (2.63%) Kubernetes
5 3 (2.63%) Microsoft Clustering
5 3 (2.63%) Terraform
6 2 (1.75%) Computer Emergency Response Teams
6 2 (1.75%) Kibana
7 1 (0.88%) CFEngine
7 1 (0.88%) Docker Swarm
7 1 (0.88%) Oozie
7 1 (0.88%) Puppet
7 1 (0.88%) Rundeck
7 1 (0.88%) SCOrch
7 1 (0.88%) SCVMM
7 1 (0.88%) Single Sign-On
7 1 (0.88%) Tivoli
7 1 (0.88%) vRealize
7 1 (0.88%) vRealize Orchestrator
Vendors
1 38 (33.33%) IBM
2 27 (23.68%) Red Hat
3 20 (17.54%) VMware
4 15 (13.16%) Microsoft
5 11 (9.65%) Google
6 8 (7.02%) SAP
7 7 (6.14%) Cisco
7 7 (6.14%) F5
7 7 (6.14%) Oracle
8 5 (4.39%) Cloudera
8 5 (4.39%) Splunk
9 4 (3.51%) NetApp
10 3 (2.63%) Blue Coat
10 3 (2.63%) Citrix
10 3 (2.63%) Fortinet
10 3 (2.63%) Palo Alto
10 3 (2.63%) Qualys
10 3 (2.63%) Tableau
10 3 (2.63%) Tufin
11 2 (1.75%) hybris