Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Bedfordshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 40 42 111
Rank change year-on-year +2 +69 -13
Permanent jobs citing Amazon AWS 54 90 27
As % of all permanent IT jobs advertised in Bedfordshire 4.93% 5.67% 1.36%
As % of the Cloud Services category 25.23% 47.62% 11.34%
Number of salaries quoted 31 93 24
Bedfordshire median annual salary £50,000 £50,500 £38,500
Median salary % change year-on-year -0.99% +31.17% -35.83%
10th Percentile £36,750 £41,250 £36,750
90th Percentile £77,000 £72,500 £62,750
East of England median annual salary £57,500 £52,500 £45,000
% change year-on-year +9.52% +16.67% -8.16%

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 Bedfordshire with a requirement for cloud computing skills.

All Cloud Skills
Bedfordshire
Permanent vacancies with a requirement for cloud computing skills 214 189 238
As % of all permanent IT jobs advertised in Bedfordshire 19.53% 11.91% 12.00%
Number of salaries quoted 177 172 219
Bedfordshire median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% -6.74%
10th Percentile £27,300 £28,325 £30,950
90th Percentile £77,000 £77,500 £56,250
East of England median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% -5.56%

Amazon AWS
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Amazon AWS in Bedfordshire

Amazon AWS
Salary Trend in Bedfordshire

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

Salary trend for Amazon AWS in Bedfordshire

Amazon AWS
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Amazon AWS in Bedfordshire over the 6 months to 20 November 2017.

Salary histogram for Amazon AWS in Bedfordshire

Amazon AWS
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon AWS within the Bedfordshire region over the 6 months to 20 November 2017. 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
Luton +5 42 £62,500 +23.76% 1
Bedford +17 7 £38,500 -3.75%
Dunstable - 1 £50,000 - 1
Amazon AWS
East of England

For the 6 months to 20 November 2017, IT jobs citing Amazon AWS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bedfordshire region with a requirement for Amazon AWS.

1 24 (44.44%) Retail
2 22 (40.74%) Foreign Exchange (FX)
3 21 (38.89%) Web Services
4 20 (37.04%) Agile Software Development
5 19 (35.19%) Big Data
6 18 (33.33%) Machine Learning
6 18 (33.33%) Tableau
6 18 (33.33%) Analytics
6 18 (33.33%) Yield Management
6 18 (33.33%) Hadoop
6 18 (33.33%) Apache Hive
6 18 (33.33%) Impala
6 18 (33.33%) Apache Spark
6 18 (33.33%) Strategic Thinking
7 17 (31.48%) Linux
8 16 (29.63%) Python
9 14 (25.93%) SQL
9 14 (25.93%) Stakeholder Management
9 14 (25.93%) Microsoft Azure
10 13 (24.07%) Data Management
10 13 (24.07%) JSON
10 13 (24.07%) Windows
11 11 (20.37%) ITIL
11 11 (20.37%) SAS
11 11 (20.37%) MATLAB
11 11 (20.37%) Degree
11 11 (20.37%) Mathematics
11 11 (20.37%) Statistics
11 11 (20.37%) Firewall
11 11 (20.37%) Econometrics

Amazon AWS
Co-occurring IT Skills in Bedfordshire 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 18 (33.33%) Apache Spark
2 11 (20.37%) SAS
3 3 (5.56%) CMS
3 3 (5.56%) Oracle SOA Suite
3 3 (5.56%) Tomcat
4 2 (3.70%) Apache
Applications
1 1 (1.85%) Microsoft Project
Business Applications
1 3 (5.56%) SAP Hybris
1 3 (5.56%) Unica
2 1 (1.85%) Finacle
2 1 (1.85%) Summit
Cloud Services
1 14 (25.93%) Microsoft Azure
2 7 (12.96%) Amazon EMR
2 7 (12.96%) Amazon Kinesis
3 4 (7.41%) SaaS
4 3 (5.56%) Google Cloud Platform
4 3 (5.56%) Silverpop
5 2 (3.70%) AWS Lambda
5 2 (3.70%) Datadog
5 2 (3.70%) GitHub
5 2 (3.70%) Serverless
6 1 (1.85%) IaaS
6 1 (1.85%) PaaS
Communications & Networking
1 11 (20.37%) Firewall
2 9 (16.67%) TCP/IP
3 5 (9.26%) Software-Defined Networking
4 3 (5.56%) LAN
4 3 (5.56%) WAN
5 2 (3.70%) Cisco ASA
5 2 (3.70%) DNS
5 2 (3.70%) Internet
5 2 (3.70%) SAN
5 2 (3.70%) VPN
Database & Business Intelligence
1 19 (35.19%) Big Data
2 18 (33.33%) Apache Hive
2 18 (33.33%) Hadoop
2 18 (33.33%) Impala
3 7 (12.96%) Amazon Redshift
3 7 (12.96%) Redis
4 5 (9.26%) Relational Database
4 5 (9.26%) SQL Server
5 3 (5.56%) NoSQL
5 3 (5.56%) RDBMS
6 2 (3.70%) MySQL
Development Applications
1 6 (11.11%) Jenkins
2 2 (3.70%) Atlassian Bamboo
2 2 (3.70%) CircleCI
2 2 (3.70%) Git (software)
2 2 (3.70%) NUnit
2 2 (3.70%) Team Foundation Server
2 2 (3.70%) TeamCity
2 2 (3.70%) Travis CI
General
1 24 (44.44%) Retail
2 3 (5.56%) Marketing
3 2 (3.70%) Banking
3 2 (3.70%) Retail Banking
4 1 (1.85%) Finance
4 1 (1.85%) Front Office
4 1 (1.85%) Investment Banking
Job Titles
1 11 (20.37%) Analytics Consultant
1 11 (20.37%) Consultant
1 11 (20.37%) Data Analytics Consultant
1 11 (20.37%) Data Consultant
1 11 (20.37%) SAS Consultant
2 8 (14.81%) IT Engineer
3 7 (12.96%) Analytics Manager
3 7 (12.96%) Architect
3 7 (12.96%) Data Manager
3 7 (12.96%) IT Security Engineer
3 7 (12.96%) Portfolio Manager
3 7 (12.96%) Security Engineer
3 7 (12.96%) SIEM Engineer
4 6 (11.11%) Data Analytics Manager
4 6 (11.11%) Solutions Architect
5 5 (9.26%) Cloud Infrastructure Manager
5 5 (9.26%) DevOps Engineer
5 5 (9.26%) Infrastructure Manager
5 5 (9.26%) Senior Consultant
5 5 (9.26%) Senior SAS Consultant
Libraries, Frameworks & Software Standards
1 21 (38.89%) Web Services
2 13 (24.07%) JSON
3 7 (12.96%) scikit-learn
3 7 (12.96%) TensorFlow
4 3 (5.56%) EJB
4 3 (5.56%) Java EE
4 3 (5.56%) JDBC
4 3 (5.56%) JMS
4 3 (5.56%) JPA
4 3 (5.56%) Servlets
5 2 (3.70%) .NET
5 2 (3.70%) CSS
5 2 (3.70%) Elastic Stack
5 2 (3.70%) HTML
5 2 (3.70%) REST
Miscellaneous
1 22 (40.74%) Foreign Exchange (FX)
2 11 (20.37%) Analytical Skills
3 7 (12.96%) Data Protection Act
4 3 (5.56%) Data Centre
4 3 (5.56%) Public Cloud
5 2 (3.70%) Clustering
5 2 (3.70%) Distributed Denial-of-Service
5 2 (3.70%) iSeries
5 2 (3.70%) Mobile App
5 2 (3.70%) Private Cloud
5 2 (3.70%) Virtual Team
Operating Systems
1 17 (31.48%) Linux
2 13 (24.07%) Windows
3 7 (12.96%) Apple iOS
3 7 (12.96%) Mac OS X
3 7 (12.96%) Windows Server
4 2 (3.70%) CentOS
4 2 (3.70%) Red Hat Enterprise Linux
4 2 (3.70%) Ubuntu
4 2 (3.70%) Unix
4 2 (3.70%) Windows Server 2012
Processes & Methodologies
1 20 (37.04%) Agile Software Development
2 18 (33.33%) Analytics
2 18 (33.33%) Machine Learning
2 18 (33.33%) Strategic Thinking
2 18 (33.33%) Yield Management
3 14 (25.93%) Stakeholder Management
4 13 (24.07%) Data Management
5 11 (20.37%) Customer Analytics
5 11 (20.37%) Data Visualisation
5 11 (20.37%) Econometrics
5 11 (20.37%) Experimental Design
5 11 (20.37%) ITIL
5 11 (20.37%) Mathematics
5 11 (20.37%) Personalization
5 11 (20.37%) Statistical Modelling
5 11 (20.37%) Statistics
5 11 (20.37%) Visualisation
6 8 (14.81%) DevOps
6 8 (14.81%) Line Management
7 7 (12.96%) Cybersecurity
Programming Languages
1 16 (29.63%) Python
2 14 (25.93%) SQL
3 11 (20.37%) MATLAB
3 11 (20.37%) R
4 5 (9.26%) PowerShell
5 4 (7.41%) Java
6 3 (5.56%) Bash Shell
6 3 (5.56%) Ruby
7 2 (3.70%) Shell Script
Qualifications
1 11 (20.37%) Degree
1 11 (20.37%) Numerate Degree
2 7 (12.96%) CISM
2 7 (12.96%) CISSP
3 2 (3.70%) AWS Certification
3 2 (3.70%) PRINCE2 Certification
4 1 (1.85%) PMP
Quality Assurance & Compliance
1 11 (20.37%) Data Quality
2 9 (16.67%) ISO/IEC 27001
3 7 (12.96%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 2 (3.70%) PCI DSS
5 1 (1.85%) QA
System Software
1 11 (20.37%) Apache Flume
2 7 (12.96%) Active Directory
3 4 (7.41%) Docker
4 2 (3.70%) Hyper-V
4 2 (3.70%) VMware Infrastructure
4 2 (3.70%) vSphere
Systems Management
1 11 (20.37%) Ansible
2 6 (11.11%) Puppet
3 4 (7.41%) Opscode Chef
3 4 (7.41%) Terraform
4 2 (3.70%) Consul
4 2 (3.70%) Graphite
4 2 (3.70%) Graylog
4 2 (3.70%) Kubernetes
4 2 (3.70%) Microsoft Clustering
4 2 (3.70%) Nagios
4 2 (3.70%) Salt
Vendors
1 18 (33.33%) Tableau
2 7 (12.96%) Apple
2 7 (12.96%) Cloudera
2 7 (12.96%) Forcepoint
3 6 (11.11%) VMware
4 4 (7.41%) Google
4 4 (7.41%) IBM
4 4 (7.41%) Oracle
5 3 (5.56%) hybris
5 3 (5.56%) Microsoft
5 3 (5.56%) Pega
5 3 (5.56%) SAP
6 2 (3.70%) CheckPoint
6 2 (3.70%) Cisco
6 2 (3.70%) Citrix
6 2 (3.70%) Clearswift
6 2 (3.70%) F5
6 2 (3.70%) Nokia
6 2 (3.70%) Perforce
6 2 (3.70%) Splunk