Period
to 21 January 2019

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 21 January 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Gloucestershire
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 23 27 66
Rank change year-on-year +4 +39 +26
Permanent jobs citing Amazon AWS 115 154 118
As % of all permanent IT jobs advertised in Gloucestershire 8.01% 10.88% 5.31%
As % of the Cloud Services category 48.32% 49.68% 43.38%
Number of salaries quoted 74 137 105
Gloucestershire median annual salary £53,750 £46,000 £50,000
Median salary % change year-on-year +16.85% -8.00% -13.04%
10th Percentile £32,500 £30,000 £29,000
90th Percentile £79,250 £60,000 £63,750
South West median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -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 238 310 272
As % of all permanent IT jobs advertised in Gloucestershire 16.59% 21.91% 12.24%
Number of salaries quoted 157 261 244
Gloucestershire median annual salary £50,000 £45,000 £43,500
Median salary % change year-on-year +11.11% +3.45% -8.42%
10th Percentile £27,950 £22,750 £29,000
90th Percentile £74,250 £60,000 £73,750
South West median annual salary £45,000 £42,500 £42,500
% change year-on-year +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 21 January 2019.

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 21 January 2019. 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 -13 35 £52,500 +16.67% 7
Cirencester +17 18 £60,000 +3.45%
Gloucester -6 17 £42,500 -26.72% 11
Fairford - 1 £35,000 -
Amazon AWS
South West

For the 6 months to 21 January 2019, 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 47 (40.87%) Web Services
2 41 (35.65%) Software Engineering
3 40 (34.78%) HTML
4 38 (33.04%) JavaScript
5 36 (31.30%) Microservices
6 35 (30.43%) Java
6 35 (30.43%) Microsoft Azure
7 34 (29.57%) AngularJS
8 33 (28.70%) Agile Software Development
9 31 (26.96%) MySQL
10 30 (26.09%) Mentoring
11 29 (25.22%) Coaching
11 29 (25.22%) Chatbot
11 29 (25.22%) Conversational UI
11 29 (25.22%) SQL Server
11 29 (25.22%) CSS
12 28 (24.35%) MVC
13 23 (20.00%) C#
13 23 (20.00%) Amazon DynamoDB
14 22 (19.13%) Continuous Integration
14 22 (19.13%) Finance
15 21 (18.26%) PostgreSQL
16 20 (17.39%) .NET
16 20 (17.39%) Machine Learning
17 19 (16.52%) REST
17 19 (16.52%) Amazon EC2
18 18 (15.65%) ASP.NET MVC
18 18 (15.65%) ASP.NET
18 18 (15.65%) Spring
18 18 (15.65%) DevOps

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 6 (5.22%) IIS
2 5 (4.35%) Apache
3 4 (3.48%) Apache Spark
4 3 (2.61%) Exchange Server 2013
4 3 (2.61%) MS Exchange
5 2 (1.74%) JBoss
5 2 (1.74%) WildFly
6 1 (0.87%) Confluence
6 1 (0.87%) Oracle SOA Suite
6 1 (0.87%) SharePoint
6 1 (0.87%) WebLogic
Applications
1 29 (25.22%) Chatbot
2 1 (0.87%) Microsoft Office
Cloud Services
1 35 (30.43%) Microsoft Azure
2 19 (16.52%) Amazon EC2
3 10 (8.70%) Amazon S3
4 5 (4.35%) Amazon CloudWatch
4 5 (4.35%) Amazon ELB
4 5 (4.35%) AWS Lambda
4 5 (4.35%) Office 365
4 5 (4.35%) SaaS
4 5 (4.35%) Serverless
4 5 (4.35%) Virtual Private Cloud
5 4 (3.48%) Amazon ElastiCache
6 3 (2.61%) IBM Cloud
6 3 (2.61%) SoftLayer
7 2 (1.74%) Cloud Computing
7 2 (1.74%) G Suite
8 1 (0.87%) Amazon EMR
8 1 (0.87%) AWS Elastic Beanstalk
8 1 (0.87%) Google Cloud Platform
8 1 (0.87%) IaaS
8 1 (0.87%) PaaS
Communications & Networking
1 13 (11.30%) HTTP
2 6 (5.22%) Firewall
3 3 (2.61%) LAN
3 3 (2.61%) WAN
3 3 (2.61%) Wireless
4 1 (0.87%) Internet
4 1 (0.87%) Intrusion Detection
4 1 (0.87%) MQTT
4 1 (0.87%) Network Security
4 1 (0.87%) SSL
4 1 (0.87%) TCP/IP
4 1 (0.87%) VLAN
Database & Business Intelligence
1 31 (26.96%) MySQL
2 29 (25.22%) SQL Server
3 23 (20.00%) Amazon DynamoDB
4 21 (18.26%) PostgreSQL
5 14 (12.17%) Amazon RDS
6 13 (11.30%) Big Data
7 8 (6.96%) MongoDB
7 8 (6.96%) NoSQL
8 7 (6.09%) Data Lake
9 6 (5.22%) Data Warehouse
10 4 (3.48%) Neo4j
10 4 (3.48%) Relational Database
11 3 (2.61%) BusinessObjects
11 3 (2.61%) Hadoop
11 3 (2.61%) Oracle Database
11 3 (2.61%) SQL Server Integration Services
12 2 (1.74%) HSQLDB
12 2 (1.74%) RDBMS
13 1 (0.87%) Apache Cassandra
13 1 (0.87%) Apache Hive
Development Applications
1 12 (10.43%) Git (software)
2 10 (8.70%) JIRA
2 10 (8.70%) Maven
3 6 (5.22%) Jenkins
4 5 (4.35%) Atlassian Bamboo
4 5 (4.35%) ERwin
5 4 (3.48%) Eclipse
5 4 (3.48%) JUnit
5 4 (3.48%) Liquibase
5 4 (3.48%) Mercurial
5 4 (3.48%) Selenium
5 4 (3.48%) SoapUI
6 3 (2.61%) Bitbucket
6 3 (2.61%) git-flow
7 1 (0.87%) GitLab
7 1 (0.87%) MSBuild
7 1 (0.87%) Octopus Deploy
7 1 (0.87%) Vagrant
General
1 22 (19.13%) Finance
2 14 (12.17%) Retail
3 6 (5.22%) Law
4 2 (1.74%) Advertising
Job Titles
1 25 (21.74%) Software Engineer
2 23 (20.00%) Developer
3 17 (14.78%) Senior Software Engineer
4 15 (13.04%) Java Developer
5 12 (10.43%) Architect
5 12 (10.43%) Senior Test Automation Engineer
5 12 (10.43%) Senior Test Engineer
5 12 (10.43%) Test Automation Engineer
5 12 (10.43%) Test Engineer
6 9 (7.83%) AWS Engineer
7 8 (6.96%) Programme Manager
8 7 (6.09%) Senior Developer
8 7 (6.09%) Senior Java Developer
9 6 (5.22%) Data Architect
10 5 (4.35%) Cloud Engineer
10 5 (4.35%) Infrastructure Manager
10 5 (4.35%) Infrastructure Programme Manager
10 5 (4.35%) Senior Architect
10 5 (4.35%) Senior Data Architect
10 5 (4.35%) Support Engineer
Libraries, Frameworks & Software Standards
1 47 (40.87%) Web Services
2 40 (34.78%) HTML
3 34 (29.57%) AngularJS
4 29 (25.22%) CSS
5 20 (17.39%) .NET
6 19 (16.52%) REST
7 18 (15.65%) ASP.NET
7 18 (15.65%) ASP.NET MVC
7 18 (15.65%) Spring
8 13 (11.30%) jQuery
9 12 (10.43%) RESTful
10 11 (9.57%) Hibernate
10 11 (9.57%) J2EE
11 10 (8.70%) JSON
12 6 (5.22%) HTML5
12 6 (5.22%) React
12 6 (5.22%) Spring MVC
13 5 (4.35%) Twitter Bootstrap
14 4 (3.48%) Java EE
14 4 (3.48%) OSGi
Miscellaneous
1 16 (13.91%) Algorithms
2 9 (7.83%) Greenfield Project
3 6 (5.22%) Cybercrime
3 6 (5.22%) User Experience
4 5 (4.35%) Analytical Skills
5 4 (3.48%) Cyber Defence
5 4 (3.48%) Enterprise Software
6 3 (2.61%) Fintech
6 3 (2.61%) Mobile Computing
6 3 (2.61%) Self-Motivation
7 1 (0.87%) Cloud Native
7 1 (0.87%) Digital Media
7 1 (0.87%) Distributed Denial-of-Service
7 1 (0.87%) Enterprise Cloud
7 1 (0.87%) Hybrid Cloud
7 1 (0.87%) Public Cloud
7 1 (0.87%) Virtual Team
Operating Systems
1 17 (14.78%) Linux
2 16 (13.91%) Windows
3 4 (3.48%) Unix
3 4 (3.48%) Windows Server
3 4 (3.48%) Windows Server 2012
4 3 (2.61%) Windows 10
4 3 (2.61%) Windows 7
4 3 (2.61%) Windows 8
4 3 (2.61%) Windows Server 2008
5 1 (0.87%) Debian
5 1 (0.87%) Red Hat Enterprise Linux
5 1 (0.87%) Ubuntu
Processes & Methodologies
1 41 (35.65%) Software Engineering
2 36 (31.30%) Microservices
3 33 (28.70%) Agile Software Development
4 30 (26.09%) Mentoring
5 29 (25.22%) Coaching
5 29 (25.22%) Conversational UI
6 28 (24.35%) MVC
7 22 (19.13%) Continuous Integration
8 20 (17.39%) Machine Learning
9 18 (15.65%) Continuous Delivery
9 18 (15.65%) DevOps
10 17 (14.78%) API Development
11 16 (13.91%) Test Automation
12 15 (13.04%) Analytics
13 14 (12.17%) Data Analytics
14 12 (10.43%) Artificial Intelligence
14 12 (10.43%) B2B
14 12 (10.43%) DNA
14 12 (10.43%) Exploratory Testing
15 11 (9.57%) E-Commerce
Programming Languages
1 38 (33.04%) JavaScript
2 35 (30.43%) Java
3 23 (20.00%) C#
4 17 (14.78%) SQL
5 15 (13.04%) Python
6 10 (8.70%) C
7 7 (6.09%) C++
7 7 (6.09%) Perl
7 7 (6.09%) Ruby
8 6 (5.22%) PHP
9 5 (4.35%) PowerShell
10 4 (3.48%) Bash Shell
11 3 (2.61%) Clojure
11 3 (2.61%) Cypher
11 3 (2.61%) Scala
11 3 (2.61%) Shell Script
12 2 (1.74%) Java 8
13 1 (0.87%) Go
13 1 (0.87%) R
Qualifications
1 9 (7.83%) Security Cleared
2 7 (6.09%) DV Cleared
3 6 (5.22%) Degree
3 6 (5.22%) SC Cleared
4 2 (1.74%) AWS Certification
5 1 (0.87%) Computer Science Degree
Quality Assurance & Compliance
1 5 (4.35%) QA
2 4 (3.48%) Data Quality
System Software
1 14 (12.17%) Docker
2 8 (6.96%) VMware Infrastructure
3 6 (5.22%) Hyper-V
4 3 (2.61%) VirtualBox
5 2 (1.74%) Active Directory
5 2 (1.74%) VMware ESXi
5 2 (1.74%) Xen
6 1 (0.87%) BitLocker
6 1 (0.87%) Firmware
6 1 (0.87%) Virtual Desktop
6 1 (0.87%) vSphere
Systems Management
1 5 (4.35%) Kubernetes
1 5 (4.35%) Nagios
2 4 (3.48%) Ansible
3 3 (2.61%) Puppet
3 3 (2.61%) Terraform
4 2 (1.74%) Docker Swarm
4 2 (1.74%) vCenter Server
5 1 (0.87%) Icinga
5 1 (0.87%) Opscode Chef
5 1 (0.87%) Salt
5 1 (0.87%) SCCM
5 1 (0.87%) SCOM
5 1 (0.87%) SCVMM
5 1 (0.87%) Single Sign-On
Vendors
1 8 (6.96%) Atlassian
1 8 (6.96%) VMware
2 6 (5.22%) Microsoft
2 6 (5.22%) Oracle
3 4 (3.48%) AppDynamics
3 4 (3.48%) Cisco
4 3 (2.61%) Apple
4 3 (2.61%) AVG
4 3 (2.61%) Cognos
4 3 (2.61%) Informatica
4 3 (2.61%) Meraki
4 3 (2.61%) Talend
5 1 (0.87%) Citrix
5 1 (0.87%) Google
5 1 (0.87%) IBM
5 1 (0.87%) IBM Sterling
5 1 (0.87%) McAfee
5 1 (0.87%) New Relic
5 1 (0.87%) Rackspace