Period
to 20 August 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Gloucestershire
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 31 30 79
Rank change year-on-year -1 +49 +21
Permanent jobs citing Amazon AWS 131 174 85
As % of all permanent IT jobs advertised in Gloucestershire 7.79% 10.55% 4.03%
As % of the Cloud Services category 50.97% 55.95% 36.80%
Number of salaries quoted 119 138 107
Gloucestershire median annual salary £55,000 £45,000 £47,500
Median salary % change year-on-year +22.22% -5.26% -13.64%
10th Percentile £35,000 £33,750 £32,500
90th Percentile £75,000 £63,750 £63,750
South West median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -9.52%

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 257 311 231
As % of all permanent IT jobs advertised in Gloucestershire 15.28% 18.86% 10.96%
Number of salaries quoted 224 265 193
Gloucestershire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £31,250 £25,950 £27,500
90th Percentile £70,000 £63,750 £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 20 August 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 20 August 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 -7 76 £55,000 +19.57% 6
Cirencester +22 16 £62,500 +38.89% 2
Gloucester +2 13 £66,250 +60.61% 7
Lechlade - 1 £65,000 -
Amazon AWS
South West

For the 6 months to 20 August 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 97 (74.05%) Java
2 64 (48.85%) Agile Software Development
2 64 (48.85%) Web Services
3 53 (40.46%) Microsoft Azure
4 50 (38.17%) Linux
5 49 (37.40%) Spring
6 48 (36.64%) JSON
7 44 (33.59%) MongoDB
7 44 (33.59%) E-Commerce
8 43 (32.82%) Retail
9 42 (32.06%) MVC
9 42 (32.06%) Amazon EC2
10 41 (31.30%) AngularJS
11 40 (30.53%) NoSQL
12 38 (29.01%) Machine Learning
12 38 (29.01%) Integration Testing
12 38 (29.01%) Hibernate
13 37 (28.24%) TDD
13 37 (28.24%) XML
13 37 (28.24%) JIRA
14 35 (26.72%) REST
14 35 (26.72%) JavaScript
14 35 (26.72%) Maven
15 34 (25.95%) HTML
15 34 (25.95%) Amazon DynamoDB
16 32 (24.43%) SOAP
16 32 (24.43%) Artificial Intelligence
16 32 (24.43%) Microservices
17 31 (23.66%) SQL
17 31 (23.66%) Spring MVC

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 21 (16.03%) Tomcat
2 19 (14.50%) JBoss
2 19 (14.50%) Mule
2 19 (14.50%) Mule ESB
3 10 (7.63%) Elasticsearch
4 6 (4.58%) Confluence
5 4 (3.05%) Apache Spark
5 4 (3.05%) SharePoint
6 3 (2.29%) Apache Pig
7 2 (1.53%) IIS
8 1 (0.76%) Apache
8 1 (0.76%) SAS
Applications
1 5 (3.82%) Microsoft Office
2 3 (2.29%) Microsoft Excel
3 1 (0.76%) Chatbot
Cloud Services
1 53 (40.46%) Microsoft Azure
2 42 (32.06%) Amazon EC2
3 28 (21.37%) SaaS
4 22 (16.79%) Amazon S3
5 12 (9.16%) Amazon ElastiCache
6 5 (3.82%) Amazon SQS
6 5 (3.82%) AWS Lambda
6 5 (3.82%) Serverless
7 4 (3.05%) IaaS
7 4 (3.05%) Office 365
8 3 (2.29%) AWS CloudFormation
9 2 (1.53%) AWS Elastic Beanstalk
9 2 (1.53%) Cloud Computing
9 2 (1.53%) PaaS
10 1 (0.76%) Amazon EMR
10 1 (0.76%) Amazon Kinesis
10 1 (0.76%) Amazon SageMaker
Communications & Networking
1 6 (4.58%) Firewall
2 4 (3.05%) Intrusion Detection
2 4 (3.05%) Network Security
3 3 (2.29%) Internet
3 3 (2.29%) TCP/IP
3 3 (2.29%) VLAN
4 1 (0.76%) DHCP
4 1 (0.76%) DNS
4 1 (0.76%) FTP
4 1 (0.76%) HTTP
4 1 (0.76%) IPsec
4 1 (0.76%) IPv4
4 1 (0.76%) L2TP
4 1 (0.76%) SSL
4 1 (0.76%) VPN
Database & Business Intelligence
1 44 (33.59%) MongoDB
2 40 (30.53%) NoSQL
3 34 (25.95%) Amazon DynamoDB
4 25 (19.08%) Big Data
5 21 (16.03%) SQL Server
6 15 (11.45%) MySQL
6 15 (11.45%) PostgreSQL
7 14 (10.69%) Amazon RDS
8 6 (4.58%) Relational Database
9 4 (3.05%) Amazon Redshift
9 4 (3.05%) Apache Hive
9 4 (3.05%) Hadoop
9 4 (3.05%) RDBMS
10 3 (2.29%) Neo4j
10 3 (2.29%) Presto
11 2 (1.53%) Cosmos DB
11 2 (1.53%) Data Warehouse
11 2 (1.53%) SQL Server 2016
12 1 (0.76%) BusinessObjects Business Intelligence
12 1 (0.76%) Data Lake
Development Applications
1 37 (28.24%) JIRA
2 35 (26.72%) Maven
3 25 (19.08%) Git (software)
4 22 (16.79%) Eclipse
4 22 (16.79%) IntelliJ
5 19 (14.50%) JUnit
6 17 (12.98%) Atlassian Bamboo
7 16 (12.21%) Jenkins
8 12 (9.16%) Liquibase
9 11 (8.40%) Selenium
9 11 (8.40%) SoapUI
10 9 (6.87%) Subversion
11 4 (3.05%) Bitbucket
12 3 (2.29%) GitLab
12 3 (2.29%) Octopus Deploy
12 3 (2.29%) Vagrant
13 2 (1.53%) ReSharper
13 2 (1.53%) Visual Studio
General
1 43 (32.82%) Retail
2 25 (19.08%) Finance
3 15 (11.45%) Electronics
3 15 (11.45%) Manufacturing
3 15 (11.45%) Marketing
3 15 (11.45%) Telecoms
4 7 (5.34%) Law
5 4 (3.05%) Aerospace
6 2 (1.53%) Banking
6 2 (1.53%) Financial Institution
7 1 (0.76%) Advertising
Job Titles
1 74 (56.49%) Developer
2 58 (44.27%) Java Developer
3 32 (24.43%) Senior Developer
3 32 (24.43%) Senior Java Developer
4 13 (9.92%) Architect
4 13 (9.92%) Automation Engineer
5 11 (8.40%) QA Automation Engineer
5 11 (8.40%) QA Engineer
5 11 (8.40%) Software Engineer
6 10 (7.63%) Lead Developer
6 10 (7.63%) Lead Java Developer
6 10 (7.63%) Solutions Architect
7 8 (6.11%) Cloud Engineer
7 8 (6.11%) QA Leader
7 8 (6.11%) Senior Automation Engineer
7 8 (6.11%) Senior QA Engineer
8 5 (3.82%) Front End Developer (Client-Side Developer)
9 4 (3.05%) Java Engineer
9 4 (3.05%) Senior Java Engineer
9 4 (3.05%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 64 (48.85%) Web Services
2 49 (37.40%) Spring
3 48 (36.64%) JSON
4 41 (31.30%) AngularJS
5 38 (29.01%) Hibernate
6 37 (28.24%) XML
7 35 (26.72%) REST
8 34 (25.95%) HTML
9 32 (24.43%) SOAP
10 31 (23.66%) Spring MVC
11 29 (22.14%) RESTful
12 27 (20.61%) CSS
13 26 (19.85%) JPA
14 21 (16.03%) React
15 19 (14.50%) Apache Camel
15 19 (14.50%) Spring Integration
16 17 (12.98%) jQuery
17 14 (10.69%) J2EE
17 14 (10.69%) Node.js
18 12 (9.16%) OSGi
Miscellaneous
1 8 (6.11%) Cybercrime
2 7 (5.34%) Analytical Skills
3 5 (3.82%) Algorithms
3 5 (3.82%) Cyber Defence
3 5 (3.82%) Public Cloud
4 4 (3.05%) Distributed Denial-of-Service
4 4 (3.05%) Hybrid Cloud
4 4 (3.05%) Self-Motivation
5 3 (2.29%) Enterprise Software
5 3 (2.29%) Greenfield Project
5 3 (2.29%) Management Information System
6 1 (0.76%) Computer Science
Operating Systems
1 50 (38.17%) Linux
2 18 (13.74%) Windows
3 6 (4.58%) Windows Server
4 4 (3.05%) Windows Server 2012
5 3 (2.29%) Unix
6 1 (0.76%) Android
6 1 (0.76%) Apple iOS
6 1 (0.76%) CentOS
6 1 (0.76%) Ubuntu
Processes & Methodologies
1 64 (48.85%) Agile Software Development
2 44 (33.59%) E-Commerce
3 42 (32.06%) MVC
4 38 (29.01%) Integration Testing
4 38 (29.01%) Machine Learning
5 37 (28.24%) TDD
6 32 (24.43%) Artificial Intelligence
6 32 (24.43%) Microservices
7 27 (20.61%) Software Engineering
8 25 (19.08%) Continuous Integration
8 25 (19.08%) Scrum
9 21 (16.03%) Business Intelligence
9 21 (16.03%) DevOps
10 20 (15.27%) BDD
11 19 (14.50%) Kanban
12 15 (11.45%) Analytics
12 15 (11.45%) Digital Marketing
12 15 (11.45%) Programme Management
13 12 (9.16%) Code Coverage
13 12 (9.16%) Test Automation
Programming Languages
1 97 (74.05%) Java
2 35 (26.72%) JavaScript
3 31 (23.66%) SQL
4 18 (13.74%) Python
5 15 (11.45%) C++
6 14 (10.69%) C#
7 10 (7.63%) C
7 10 (7.63%) PowerShell
8 9 (6.87%) Ruby
9 8 (6.11%) Perl
10 7 (5.34%) Java 8
11 4 (3.05%) Bash Shell
12 3 (2.29%) Go
12 3 (2.29%) R
13 2 (1.53%) T-SQL
13 2 (1.53%) VB
13 2 (1.53%) VB.NET
13 2 (1.53%) VB6
Qualifications
1 21 (16.03%) Security Cleared
2 20 (15.27%) DV Cleared
3 10 (7.63%) SC Cleared
4 7 (5.34%) Degree
5 1 (0.76%) AWS Certification
5 1 (0.76%) Computer Science Degree
5 1 (0.76%) PhD
Quality Assurance & Compliance
1 12 (9.16%) QA
2 2 (1.53%) ISO/IEC 27001
3 1 (0.76%) Data Quality
System Software
1 9 (6.87%) Active Directory
2 5 (3.82%) Hyper-V
3 4 (3.05%) BitLocker
3 4 (3.05%) Virtual Desktop
4 3 (2.29%) Docker
4 3 (2.29%) VirtualBox
4 3 (2.29%) VMware NSX
4 3 (2.29%) vSphere
5 2 (1.53%) VMware Infrastructure
Systems Management
1 12 (9.16%) Kubernetes
2 6 (4.58%) SCOM
3 4 (3.05%) Ansible
3 4 (3.05%) Opscode Chef
3 4 (3.05%) SCCM
3 4 (3.05%) SCVMM
4 3 (2.29%) PowerCLI
4 3 (2.29%) Puppet
4 3 (2.29%) Salt
4 3 (2.29%) vCenter Server
5 2 (1.53%) HAProxy
5 2 (1.53%) Single Sign-On
6 1 (0.76%) Terraform
Vendors
1 19 (14.50%) Apple
2 16 (12.21%) SAP
3 14 (10.69%) Atlassian
4 11 (8.40%) Microsoft
5 8 (6.11%) Google
6 5 (3.82%) VMware
7 4 (3.05%) McAfee
8 1 (0.76%) Alteryx
8 1 (0.76%) Citrix
8 1 (0.76%) IBM
8 1 (0.76%) Informatica
8 1 (0.76%) Tableau
8 1 (0.76%) Talend
8 1 (0.76%) Twitter