Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 13 November 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Gloucestershire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 24 22 93
Rank change year-on-year -2 +71 +6
Permanent jobs citing Amazon AWS 137 185 76
As % of all permanent IT jobs advertised in Gloucestershire 8.75% 12.18% 3.41%
As % of the Cloud Services category 51.50% 55.39% 30.89%
Number of salaries quoted 114 144 80
Gloucestershire median annual salary £55,000 £45,000 £47,500
Median salary % change year-on-year +22.22% -5.26% -17.39%
10th Percentile £37,500 £33,250 £33,625
90th Percentile £75,000 £60,000 £62,625
South West median annual salary £52,500 £49,500 £50,000
% change year-on-year +6.06% -1.00% -4.76%

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 Gloucestershire with a requirement for cloud computing skills.

All Cloud Skills
Gloucestershire
Permanent vacancies with a requirement for cloud computing skills 266 334 246
As % of all permanent IT jobs advertised in Gloucestershire 16.99% 21.99% 11.05%
Number of salaries quoted 212 275 209
Gloucestershire median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% -5.56%
10th Percentile £32,159 £24,950 £29,750
90th Percentile £75,000 £62,100 £65,000
South West median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -5.88%

Amazon AWS
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Amazon AWS in Gloucestershire

Amazon AWS
Salary Trend in Gloucestershire

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

Salary trend for Amazon AWS in Gloucestershire

Amazon AWS
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Amazon AWS in Gloucestershire over the 6 months to 13 November 2018.

Salary histogram for Amazon AWS in Gloucestershire

Amazon AWS
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon AWS within the Gloucestershire region over the 6 months to 13 November 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
Cheltenham -15 54 £55,000 +22.22% 9
Cirencester +20 21 £65,000 +44.44% 1
Gloucester +11 20 £45,000 -12.20% 7
Lechlade - 1 £65,000 -
Fairford - 1 £35,000 - 1
Amazon AWS
South West

For the 6 months to 13 November 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 Gloucestershire region with a requirement for Amazon AWS.

1 76 (55.47%) Java
2 56 (40.88%) Agile Software Development
2 56 (40.88%) Microsoft Azure
3 54 (39.42%) Web Services
4 42 (30.66%) Microservices
5 39 (28.47%) Linux
5 39 (28.47%) Spring
6 38 (27.74%) Amazon EC2
7 37 (27.01%) Software Engineering
8 35 (25.55%) HTML
8 35 (25.55%) E-Commerce
9 34 (24.82%) AngularJS
10 33 (24.09%) JavaScript
10 33 (24.09%) Retail
10 33 (24.09%) Machine Learning
11 32 (23.36%) MVC
12 31 (22.63%) RESTful
12 31 (22.63%) Artificial Intelligence
13 30 (21.90%) Maven
13 30 (21.90%) JSON
13 30 (21.90%) SQL
14 29 (21.17%) Continuous Integration
15 27 (19.71%) JIRA
15 27 (19.71%) NoSQL
15 27 (19.71%) SQL Server
15 27 (19.71%) Finance
15 27 (19.71%) Amazon DynamoDB
16 26 (18.98%) Big Data
16 26 (18.98%) MongoDB
16 26 (18.98%) REST

Amazon AWS
Co-occurring IT Skills in Gloucestershire 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 9 (6.57%) JBoss
2 8 (5.84%) Mule
2 8 (5.84%) Mule ESB
2 8 (5.84%) Tomcat
3 4 (2.92%) Apache Spark
3 4 (2.92%) SharePoint
4 3 (2.19%) Apache Pig
4 3 (2.19%) Confluence
4 3 (2.19%) IIS
5 2 (1.46%) Elasticsearch
5 2 (1.46%) Exchange Server 2013
5 2 (1.46%) MS Exchange
6 1 (0.73%) Apache
6 1 (0.73%) SAS
6 1 (0.73%) WildFly
Applications
1 9 (6.57%) Chatbot
2 5 (3.65%) Microsoft Office
3 3 (2.19%) Microsoft Excel
Cloud Services
1 56 (40.88%) Microsoft Azure
2 38 (27.74%) Amazon EC2
3 21 (15.33%) Amazon S3
4 18 (13.14%) SaaS
5 12 (8.76%) Amazon ElastiCache
6 6 (4.38%) Office 365
7 5 (3.65%) AWS Lambda
7 5 (3.65%) Serverless
8 4 (2.92%) Amazon CloudWatch
8 4 (2.92%) Amazon ELB
8 4 (2.92%) Virtual Private Cloud
9 2 (1.46%) Amazon SQS
9 2 (1.46%) AWS CloudFormation
9 2 (1.46%) AWS Elastic Beanstalk
9 2 (1.46%) Cloud Computing
9 2 (1.46%) IaaS
9 2 (1.46%) IBM Cloud
9 2 (1.46%) SoftLayer
10 1 (0.73%) G Suite
10 1 (0.73%) PaaS
Communications & Networking
1 8 (5.84%) Firewall
2 4 (2.92%) HTTP
2 4 (2.92%) Intrusion Detection
2 4 (2.92%) Network Security
3 3 (2.19%) Internet
3 3 (2.19%) TCP/IP
3 3 (2.19%) VLAN
4 2 (1.46%) LAN
4 2 (1.46%) WAN
4 2 (1.46%) Wireless
5 1 (0.73%) DHCP
5 1 (0.73%) DNS
5 1 (0.73%) FTP
5 1 (0.73%) IPsec
5 1 (0.73%) IPv4
5 1 (0.73%) L2TP
5 1 (0.73%) VPN
Database & Business Intelligence
1 27 (19.71%) Amazon DynamoDB
1 27 (19.71%) NoSQL
1 27 (19.71%) SQL Server
2 26 (18.98%) Big Data
2 26 (18.98%) MongoDB
3 24 (17.52%) MySQL
4 21 (15.33%) Amazon RDS
5 19 (13.87%) PostgreSQL
6 8 (5.84%) Data Warehouse
7 5 (3.65%) Data Lake
7 5 (3.65%) Relational Database
8 4 (2.92%) Amazon Redshift
8 4 (2.92%) Apache Hive
8 4 (2.92%) RDBMS
8 4 (2.92%) SQL Server Integration Services
9 3 (2.19%) BusinessObjects
9 3 (2.19%) Hadoop
9 3 (2.19%) Neo4j
9 3 (2.19%) Presto
10 1 (0.73%) SQL Server 2016
Development Applications
1 30 (21.90%) Maven
2 27 (19.71%) JIRA
3 17 (12.41%) Git (software)
4 15 (10.95%) Jenkins
5 13 (9.49%) Atlassian Bamboo
5 13 (9.49%) Eclipse
6 12 (8.76%) Liquibase
7 11 (8.03%) JUnit
7 11 (8.03%) Selenium
7 11 (8.03%) SoapUI
8 9 (6.57%) IntelliJ
9 5 (3.65%) ERwin
9 5 (3.65%) Subversion
10 4 (2.92%) Bitbucket
11 3 (2.19%) GitLab
11 3 (2.19%) Vagrant
12 2 (1.46%) git-flow
12 2 (1.46%) Octopus Deploy
13 1 (0.73%) ReSharper
13 1 (0.73%) Visual Studio
General
1 33 (24.09%) Retail
2 27 (19.71%) Finance
3 8 (5.84%) Law
4 7 (5.11%) Electronics
4 7 (5.11%) Manufacturing
4 7 (5.11%) Marketing
4 7 (5.11%) Telecoms
5 4 (2.92%) Aerospace
6 2 (1.46%) Advertising
Job Titles
1 47 (34.31%) Developer
2 37 (27.01%) Java Developer
3 26 (18.98%) Senior Developer
3 26 (18.98%) Senior Java Developer
4 19 (13.87%) Architect
5 17 (12.41%) Software Engineer
6 13 (9.49%) Automation Engineer
7 11 (8.03%) QA Automation Engineer
7 11 (8.03%) QA Engineer
8 10 (7.30%) Cloud Engineer
9 9 (6.57%) Lead Developer
9 9 (6.57%) Lead Java Developer
10 8 (5.84%) Programme Manager
10 8 (5.84%) QA Leader
10 8 (5.84%) Senior Automation Engineer
10 8 (5.84%) Senior QA Engineer
10 8 (5.84%) Senior Software Engineer
11 7 (5.11%) Solutions Architect
12 6 (4.38%) AWS Engineer
12 6 (4.38%) Data Architect
Libraries, Frameworks & Software Standards
1 54 (39.42%) Web Services
2 39 (28.47%) Spring
3 35 (25.55%) HTML
4 34 (24.82%) AngularJS
5 31 (22.63%) RESTful
6 30 (21.90%) JSON
7 26 (18.98%) REST
8 25 (18.25%) Hibernate
9 24 (17.52%) CSS
10 22 (16.06%) Spring MVC
11 21 (15.33%) jQuery
12 19 (13.87%) SOAP
13 18 (13.14%) XML
14 17 (12.41%) J2EE
15 16 (11.68%) JPA
16 12 (8.76%) OSGi
17 11 (8.03%) .NET
18 9 (6.57%) React
19 8 (5.84%) Apache Camel
19 8 (5.84%) Spring Integration
Miscellaneous
1 8 (5.84%) Algorithms
1 8 (5.84%) Greenfield Project
2 7 (5.11%) Cybercrime
3 6 (4.38%) Analytical Skills
3 6 (4.38%) Enterprise Software
4 5 (3.65%) Cyber Defence
5 4 (2.92%) Distributed Denial-of-Service
5 4 (2.92%) Hybrid Cloud
5 4 (2.92%) Public Cloud
5 4 (2.92%) Self-Motivation
5 4 (2.92%) User Experience
6 3 (2.19%) Computer Science
6 3 (2.19%) Fintech
6 3 (2.19%) Management Information System
7 2 (1.46%) Mobile Computing
8 1 (0.73%) Cloud Native
8 1 (0.73%) Enterprise Cloud
8 1 (0.73%) Virtual Team
Operating Systems
1 39 (28.47%) Linux
2 25 (18.25%) Windows
3 7 (5.11%) Windows Server
4 6 (4.38%) Windows Server 2012
5 3 (2.19%) Unix
6 2 (1.46%) Windows 10
6 2 (1.46%) Windows 7
6 2 (1.46%) Windows 8
6 2 (1.46%) Windows Server 2008
7 1 (0.73%) Android
7 1 (0.73%) Apple iOS
7 1 (0.73%) CentOS
7 1 (0.73%) Ubuntu
Processes & Methodologies
1 56 (40.88%) Agile Software Development
2 42 (30.66%) Microservices
3 37 (27.01%) Software Engineering
4 35 (25.55%) E-Commerce
5 33 (24.09%) Machine Learning
6 32 (23.36%) MVC
7 31 (22.63%) Artificial Intelligence
8 29 (21.17%) Continuous Integration
9 25 (18.25%) Integration Testing
10 22 (16.06%) DevOps
11 18 (13.14%) TDD
12 17 (12.41%) Analytics
13 16 (11.68%) Mentoring
14 15 (10.95%) Business Intelligence
14 15 (10.95%) Test Automation
15 13 (9.49%) Data Analytics
15 13 (9.49%) Scrum
16 12 (8.76%) API Integration
16 12 (8.76%) Code Coverage
17 11 (8.03%) QA Automation
Programming Languages
1 76 (55.47%) Java
2 33 (24.09%) JavaScript
3 30 (21.90%) SQL
4 21 (15.33%) Python
5 16 (11.68%) C++
6 14 (10.22%) C
6 14 (10.22%) C#
7 10 (7.30%) PowerShell
7 10 (7.30%) Ruby
8 9 (6.57%) Perl
9 6 (4.38%) PHP
10 5 (3.65%) Bash Shell
10 5 (3.65%) Java 8
11 3 (2.19%) Go
11 3 (2.19%) R
12 2 (1.46%) T-SQL
12 2 (1.46%) VB
12 2 (1.46%) VB.NET
12 2 (1.46%) VB6
Qualifications
1 17 (12.41%) Security Cleared
2 16 (11.68%) DV Cleared
3 9 (6.57%) SC Cleared
4 8 (5.84%) Degree
5 1 (0.73%) AWS Certification
5 1 (0.73%) Computer Science Degree
Quality Assurance & Compliance
1 11 (8.03%) QA
2 2 (1.46%) Data Quality
3 1 (0.73%) ISO/IEC 27001
System Software
1 13 (9.49%) Docker
2 8 (5.84%) Active Directory
3 7 (5.11%) Hyper-V
4 6 (4.38%) VMware Infrastructure
5 4 (2.92%) BitLocker
5 4 (2.92%) Virtual Desktop
5 4 (2.92%) VirtualBox
6 3 (2.19%) VMware NSX
6 3 (2.19%) vSphere
7 1 (0.73%) VMware ESXi
7 1 (0.73%) Xen
Systems Management
1 11 (8.03%) Kubernetes
2 6 (4.38%) Ansible
3 5 (3.65%) SCOM
4 4 (2.92%) Opscode Chef
4 4 (2.92%) Puppet
4 4 (2.92%) SCCM
4 4 (2.92%) SCVMM
4 4 (2.92%) vCenter Server
5 3 (2.19%) Nagios
5 3 (2.19%) PowerCLI
5 3 (2.19%) Salt
5 3 (2.19%) Terraform
6 1 (0.73%) Docker Swarm
6 1 (0.73%) HAProxy
6 1 (0.73%) Single Sign-On
Vendors
1 18 (13.14%) Atlassian
2 12 (8.76%) Microsoft
3 10 (7.30%) Apple
4 9 (6.57%) VMware
5 8 (5.84%) SAP
6 4 (2.92%) Informatica
6 4 (2.92%) McAfee
6 4 (2.92%) Talend
7 3 (2.19%) AppDynamics
7 3 (2.19%) Cognos
7 3 (2.19%) Oracle
8 2 (1.46%) AVG
8 2 (1.46%) Cisco
8 2 (1.46%) Google
8 2 (1.46%) Meraki
9 1 (0.73%) Alteryx
9 1 (0.73%) Citrix
9 1 (0.73%) IBM
9 1 (0.73%) Tableau
9 1 (0.73%) Twitter