Period
to 23 July 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 July 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 Jul 2018
Same period 2017 Same period 2016
Rank 36 32 87
Rank change year-on-year -4 +55 +24
Contract jobs citing Amazon AWS 81 97 7
As % of all contract IT jobs advertised in Milton Keynes 5.33% 6.19% 0.49%
As % of the Cloud Services category 31.40% 38.04% 12.28%
Number of daily rates quoted 33 40 11
Milton Keynes median daily rate £500 £469 £500
Median daily rate % change year-on-year +6.67% -6.25% +25.00%
10th Percentile £435 £348 £413
90th Percentile £600 £625 £525
Buckinghamshire median daily rate £500 £425 £425
% change year-on-year +17.65% - +6.25%
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 258 255 57
As % of all contract IT jobs advertised in Milton Keynes 16.96% 16.26% 3.97%
Number of daily rates quoted 143 103 41
Milton Keynes median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +41.67%
10th Percentile £225 £325 £213
90th Percentile £669 £618 £575
Buckinghamshire median daily rate £450 £445 £425
% change year-on-year +1.24% +4.59% +25.93%
Number of hourly rates quoted 1 0 0
Milton Keynes median hourly rate £19.00 - -
Buckinghamshire median hourly rate £16.87 £29.00 £17.00
% change year-on-year -41.82% +70.59% -34.62%

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 July 2018.

Contractor daily rate histogram for Amazon AWS in Milton Keynes

For the 6 months to 23 July 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 38 (46.91%) Java
2 37 (45.68%) DevOps
3 34 (41.98%) Linux
3 34 (41.98%) Jenkins
4 29 (35.80%) Microsoft Azure
5 28 (34.57%) PaaS
6 27 (33.33%) Cloud Foundry
7 23 (28.40%) Python
7 23 (28.40%) IBM
7 23 (28.40%) Finance
7 23 (28.40%) TDD
8 21 (25.93%) Agile Software Development
9 19 (23.46%) OpenShift
10 18 (22.22%) Git (software)
10 18 (22.22%) Windows
11 17 (20.99%) Docker
12 16 (19.75%) Ruby
13 15 (18.52%) Google
13 15 (18.52%) Ansible
13 15 (18.52%) IaaS
14 14 (17.28%) JIRA
14 14 (17.28%) Red Hat
14 14 (17.28%) Banking
15 13 (16.05%) Microsoft
15 13 (16.05%) MongoDB
16 12 (14.81%) High Availability
16 12 (14.81%) Redis
16 12 (14.81%) OpenStack
16 12 (14.81%) WebSphere
16 12 (14.81%) Amazon S3

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 27 (33.33%) Cloud Foundry
2 12 (14.81%) Confluence
2 12 (14.81%) OpenStack
2 12 (14.81%) WebSphere
3 9 (11.11%) JBoss
3 9 (11.11%) WebLogic
4 5 (6.17%) Apache
4 5 (6.17%) SharePoint
5 4 (4.94%) Apache Spark
6 3 (3.70%) BizTalk Server
6 3 (3.70%) IIS
7 2 (2.47%) NetWeaver
7 2 (2.47%) nginx
Applications
1 4 (4.94%) Microsoft Excel
2 1 (1.23%) Microsoft PowerPoint
2 1 (1.23%) Microsoft Project
Business Applications
1 2 (2.47%) SAP Hybris
Cloud Services
1 29 (35.80%) Microsoft Azure
2 28 (34.57%) PaaS
3 19 (23.46%) OpenShift
4 15 (18.52%) IaaS
5 12 (14.81%) Amazon S3
5 12 (14.81%) Google Cloud Platform
6 9 (11.11%) Amazon CloudWatch
6 9 (11.11%) Amazon EC2
6 9 (11.11%) Amazon ELB
6 9 (11.11%) SaaS
6 9 (11.11%) Virtual Private Cloud
7 3 (3.70%) Cloud Computing
7 3 (3.70%) Heroku
7 3 (3.70%) Sauce Labs
8 2 (2.47%) GitHub
8 2 (2.47%) Google Analytics
9 1 (1.23%) IBM Cloud
Communications & Networking
1 8 (9.88%) Firewall
2 4 (4.94%) DNS
3 3 (3.70%) Internet
3 3 (3.70%) SSL
4 2 (2.47%) BGP
4 2 (2.47%) DHCP
4 2 (2.47%) F5 BIG-IP GTM
4 2 (2.47%) F5 BIG-IP LTM
4 2 (2.47%) LAN
4 2 (2.47%) OSPF
4 2 (2.47%) VLAN
4 2 (2.47%) WAN
5 1 (1.23%) SAN
5 1 (1.23%) TCP/IP
5 1 (1.23%) Wireless
5 1 (1.23%) Wireshark
Database & Business Intelligence
1 13 (16.05%) MongoDB
2 12 (14.81%) Redis
3 11 (13.58%) PostgreSQL
4 9 (11.11%) Amazon RDS
5 8 (9.88%) NuoDB
6 6 (7.41%) SQL Server
7 5 (6.17%) Hadoop
8 4 (4.94%) Apache Hive
8 4 (4.94%) Big Data
8 4 (4.94%) Data Warehouse
8 4 (4.94%) DB2
8 4 (4.94%) Impala
9 3 (3.70%) HBase
9 3 (3.70%) MySQL
9 3 (3.70%) NoSQL
9 3 (3.70%) OLAP
9 3 (3.70%) Oracle OLAP
9 3 (3.70%) Pentaho
9 3 (3.70%) Power BI
9 3 (3.70%) Star Schema
Development Applications
1 34 (41.98%) Jenkins
2 18 (22.22%) Git (software)
3 14 (17.28%) JIRA
4 11 (13.58%) Selenium
5 9 (11.11%) TeamCity
6 4 (4.94%) GitLab
7 3 (3.70%) Appium
7 3 (3.70%) Atlassian Bamboo
7 3 (3.70%) Bitbucket
7 3 (3.70%) Cucumber
7 3 (3.70%) Gradle
7 3 (3.70%) WebDriver
8 1 (1.23%) Karma Test Runner
8 1 (1.23%) Maven
8 1 (1.23%) Mocha
8 1 (1.23%) SonarQube
General
1 23 (28.40%) Finance
2 14 (17.28%) Banking
3 9 (11.11%) Back Office
4 6 (7.41%) Automotive
4 6 (7.41%) Retail Banking
5 3 (3.70%) Telecoms
6 2 (2.47%) Legal
7 1 (1.23%) Electronics
7 1 (1.23%) Financial Institution
7 1 (1.23%) International Banking
7 1 (1.23%) Manufacturing
7 1 (1.23%) Marketing
7 1 (1.23%) Retail
Job Titles
1 26 (32.10%) Cloud Engineer
2 21 (25.93%) DevOps Engineer
3 12 (14.81%) AWS Engineer
3 12 (14.81%) Developer
4 11 (13.58%) Java Engineer
5 9 (11.11%) Architect
6 8 (9.88%) Java Developer
7 7 (8.64%) Senior Developer
8 6 (7.41%) Java Software Developer
8 6 (7.41%) Ruby Developer
8 6 (7.41%) Senior Java Developer
8 6 (7.41%) Senior Java Software Developer
8 6 (7.41%) Senior Ruby Developer
8 6 (7.41%) Senior Software Developer
8 6 (7.41%) Software Developer
9 5 (6.17%) Data Engineer
9 5 (6.17%) Linux DevOps Engineer
9 5 (6.17%) Linux Engineer
9 5 (6.17%) Linux/Unix DevOps
10 4 (4.94%) Technical Architect
Libraries, Frameworks & Software Standards
1 11 (13.58%) RabbitMQ
2 10 (12.35%) Middleware
3 9 (11.11%) Web Services
4 8 (9.88%) REST
5 5 (6.17%) LAMP
5 5 (6.17%) Spring
6 4 (4.94%) SOAP
7 3 (3.70%) .NET
7 3 (3.70%) J2EE
7 3 (3.70%) Java EE
7 3 (3.70%) Kafka
7 3 (3.70%) LAPP Stack
7 3 (3.70%) RESTful
7 3 (3.70%) Spring Boot
8 2 (2.47%) AngularJS
8 2 (2.47%) ASP.NET
8 2 (2.47%) Hibernate
9 1 (1.23%) CSS
9 1 (1.23%) jQuery
9 1 (1.23%) Node.js
Miscellaneous
1 5 (6.17%) Cloud Native
2 3 (3.70%) Data Structures
2 3 (3.70%) Mobile App
2 3 (3.70%) Self-Motivation
3 2 (2.47%) Computer Science
3 2 (2.47%) Data Centre
3 2 (2.47%) Greenfield Project
3 2 (2.47%) Hybrid Cloud
3 2 (2.47%) Public Cloud
4 1 (1.23%) Clustering
4 1 (1.23%) Mainframe
4 1 (1.23%) Private Cloud
Operating Systems
1 34 (41.98%) Linux
2 18 (22.22%) Windows
3 5 (6.17%) Android
3 5 (6.17%) Apple iOS
4 3 (3.70%) Mac OS X
4 3 (3.70%) Red Hat Enterprise Linux
4 3 (3.70%) Solaris
4 3 (3.70%) Unix
5 2 (2.47%) AIX
5 2 (2.47%) DC/OS
6 1 (1.23%) zOS
Processes & Methodologies
1 37 (45.68%) DevOps
2 23 (28.40%) TDD
3 21 (25.93%) Agile Software Development
4 12 (14.81%) Capacity Planning
4 12 (14.81%) Configuration Management
4 12 (14.81%) High Availability
5 10 (12.35%) Load Balancing
5 10 (12.35%) Pair Programming
6 9 (11.11%) Microservices
7 8 (9.88%) Continuous Delivery
7 8 (9.88%) Continuous Integration
7 8 (9.88%) Open Source
7 8 (9.88%) Process Improvement
8 7 (8.64%) Scrum
9 6 (7.41%) Analytics
9 6 (7.41%) Test Automation
10 5 (6.17%) Matrix Organization
10 5 (6.17%) Release Management
10 5 (6.17%) Security Architecture
11 4 (4.94%) TOGAF
Programming Languages
1 38 (46.91%) Java
2 23 (28.40%) Python
3 16 (19.75%) Ruby
4 9 (11.11%) Go
4 9 (11.11%) SQL
5 6 (7.41%) Shell Script
6 5 (6.17%) PL/SQL
7 3 (3.70%) Apple Swift
7 3 (3.70%) Bash Shell
7 3 (3.70%) HiveQL
7 3 (3.70%) Scala
7 3 (3.70%) T-SQL
8 2 (2.47%) C#
8 2 (2.47%) JavaScript
8 2 (2.47%) PHP
9 1 (1.23%) Java 8
Qualifications
1 2 (2.47%) CISSP
1 2 (2.47%) SSCP
1 2 (2.47%) TOGAF Certification
2 1 (1.23%) CCNA
2 1 (1.23%) Cisco Certification
Quality Assurance & Compliance
1 5 (6.17%) GDPR
2 3 (3.70%) Data Quality
2 3 (3.70%) QA
3 2 (2.47%) ISO/IEC 27001
3 2 (2.47%) PCI DSS
4 1 (1.23%) PMO
System Software
1 17 (20.99%) Docker
2 3 (3.70%) Active Directory
3 1 (1.23%) VMware Infrastructure
Systems Management
1 15 (18.52%) Ansible
2 9 (11.11%) Opscode Chef
2 9 (11.11%) Terraform
3 3 (3.70%) Kibana
4 2 (2.47%) Kubernetes
4 2 (2.47%) Rundeck
5 1 (1.23%) Oozie
5 1 (1.23%) Single Sign-On
Vendors
1 23 (28.40%) IBM
2 15 (18.52%) Google
3 14 (17.28%) Red Hat
4 13 (16.05%) Microsoft
5 6 (7.41%) Oracle
5 6 (7.41%) SAP
6 5 (6.17%) Tableau
6 5 (6.17%) VMware
7 4 (4.94%) Cloudera
8 3 (3.70%) Splunk
8 3 (3.70%) Talend
9 2 (2.47%) ATG
9 2 (2.47%) Cisco
9 2 (2.47%) Demandware
9 2 (2.47%) F5
9 2 (2.47%) hybris
10 1 (1.23%) Alcatel-Lucent
10 1 (1.23%) Alteryx
10 1 (1.23%) Juniper