Period
to 16 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS over the 6 months to 16 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Gloucestershire
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 35 24 24
Rank change year-on-year -11 0 +67
Permanent jobs citing AWS 144 141 184
As % of all permanent IT jobs advertised in Gloucestershire 7.90% 8.98% 12.12%
As % of the Cloud Services category 36.83% 51.27% 52.72%
Number of salaries quoted 135 116 143
Gloucestershire median annual salary £52,500 £55,000 £45,000
Median salary % change year-on-year -4.55% +22.22% -5.26%
10th Percentile £31,750 £37,500 £33,250
90th Percentile £72,300 £75,000 £60,000
South West median annual salary £52,500 £52,500 £49,500
% change year-on-year - +6.06% -1.00%

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 391 275 349
As % of all permanent IT jobs advertised in Gloucestershire 21.46% 17.52% 22.99%
Number of salaries quoted 334 217 283
Gloucestershire median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% +5.88%
10th Percentile £24,325 £32,121 £25,250
90th Percentile £67,500 £75,000 £61,200
South West median annual salary £45,000 £45,000 £45,000

AWS
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for AWS in Gloucestershire

AWS
Salary Trend in Gloucestershire

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

Salary trend for AWS in Gloucestershire

AWS
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing AWS in Gloucestershire over the 6 months to 16 November 2019.

Salary histogram for AWS in Gloucestershire

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 AWS within the Gloucestershire region over the 6 months to 16 November 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 -6 49 £50,000 -9.09% 11
Gloucester -24 19 £42,500 -2.86% 3
Tewkesbury - 13 £60,000 -
Cirencester -2 3 £43,750 -35.19% 1
Stroud - 2 £45,000 -
AWS
South West

For the 6 months to 16 November 2019, IT jobs citing 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 AWS.

1 91 (63.19%) Azure
2 73 (50.69%) Linux
3 62 (43.06%) Docker
4 53 (36.81%) Firewall
4 53 (36.81%) Git (software)
5 50 (34.72%) Software Engineering
5 50 (34.72%) Windows
6 49 (34.03%) Kubernetes
7 48 (33.33%) JIRA
8 42 (29.17%) Node.js
9 41 (28.47%) Scrum
10 40 (27.78%) .NET
11 39 (27.08%) Google
12 37 (25.69%) C
12 37 (25.69%) Agile Software Development
12 37 (25.69%) Elasticsearch
13 35 (24.31%) GCP
13 35 (24.31%) Python
14 34 (23.61%) Spring
14 34 (23.61%) REST
15 33 (22.92%) MVC
15 33 (22.92%) Cybersecurity
15 33 (22.92%) AngularJS
16 32 (22.22%) OpenStack
16 32 (22.22%) Degree
17 31 (21.53%) Spring MVC
17 31 (21.53%) Kanban
18 30 (20.83%) Big Data
18 30 (20.83%) Bitbucket
18 30 (20.83%) DevOps

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 37 (25.69%) Elasticsearch
2 32 (22.22%) OpenStack
3 26 (18.06%) Apache Spark
4 17 (11.81%) Confluence
5 14 (9.72%) Exchange Server 2013
5 14 (9.72%) MS Exchange
6 10 (6.94%) JBoss
7 6 (4.17%) Mule
7 6 (4.17%) Mule ESB
7 6 (4.17%) Tomcat
8 5 (3.47%) CMS
8 5 (3.47%) Drupal
8 5 (3.47%) SharePoint
9 3 (2.08%) Apache
9 3 (2.08%) Jupyter
10 2 (1.39%) nginx
10 2 (1.39%) WildFly
11 1 (0.69%) IIS
Applications
1 1 (0.69%) Adobe Creative Suite
1 1 (0.69%) Microsoft Office
Business Applications
1 5 (3.47%) Salesforce.com CRM
Cloud Services
1 91 (63.19%) Azure
2 35 (24.31%) GCP
3 28 (19.44%) OpenShift
4 26 (18.06%) Office 365
5 12 (8.33%) Amazon EC2
5 12 (8.33%) IBM Cloud
5 12 (8.33%) SoftLayer
6 7 (4.86%) Cloud Computing
7 6 (4.17%) Amazon S3
7 6 (4.17%) AWS CloudFormation
8 5 (3.47%) AWS Lambda
8 5 (3.47%) Azure Active Directory
8 5 (3.47%) Serverless
9 4 (2.78%) AWS Elastic Beanstalk
9 4 (2.78%) IaaS
10 3 (2.08%) Amazon CloudWatch
10 3 (2.08%) Amazon ECS
10 3 (2.08%) Amazon EKS
10 3 (2.08%) AWS Fargate
10 3 (2.08%) Virtual Private Cloud
Communications & Networking
1 53 (36.81%) Firewall
2 25 (17.36%) HTTPS
2 25 (17.36%) TCP/IP
3 20 (13.89%) LAN
3 20 (13.89%) WAN
4 12 (8.33%) Wireless
5 8 (5.56%) Wi-Fi
6 6 (4.17%) SAN
6 6 (4.17%) VSAN
7 5 (3.47%) DNS
8 3 (2.08%) VPN
9 1 (0.69%) Fibre Channel
9 1 (0.69%) OSPF
9 1 (0.69%) VLAN
Database & Business Intelligence
1 30 (20.83%) Big Data
2 28 (19.44%) NoSQL
3 20 (13.89%) MySQL
4 15 (10.42%) MongoDB
5 9 (6.25%) PostgreSQL
5 9 (6.25%) SQL Server
6 6 (4.17%) Amazon DynamoDB
6 6 (4.17%) ArangoDB
7 4 (2.78%) Amazon RDS
7 4 (2.78%) Amazon Redshift
7 4 (2.78%) Data Lake
7 4 (2.78%) Hadoop
8 3 (2.08%) Apache Cassandra
8 3 (2.08%) Neo4j
9 2 (1.39%) DB2
9 2 (1.39%) Relational Database
10 1 (0.69%) MySQL Workbench
10 1 (0.69%) SAP Data Services
10 1 (0.69%) SQL Server 2012
10 1 (0.69%) SQL Server Integration Services
Development Applications
1 53 (36.81%) Git (software)
2 48 (33.33%) JIRA
3 30 (20.83%) Bitbucket
4 26 (18.06%) Jenkins
5 25 (17.36%) git-flow
6 10 (6.94%) Atlassian Bamboo
6 10 (6.94%) IntelliJ
6 10 (6.94%) Maven
7 9 (6.25%) JUnit
8 5 (3.47%) Team Foundation Server
9 3 (2.08%) Grunt
9 3 (2.08%) gulp
9 3 (2.08%) Subversion
10 2 (1.39%) GoCD
11 1 (0.69%) Broccoli
11 1 (0.69%) JSHint
11 1 (0.69%) Octopus Deploy
11 1 (0.69%) SoapUI
11 1 (0.69%) Visual Studio Code
11 1 (0.69%) Visual Studio Team System
General
1 27 (18.75%) Finance
2 13 (9.03%) Games
3 9 (6.25%) Electronics
3 9 (6.25%) Manufacturing
3 9 (6.25%) Marketing
3 9 (6.25%) Public Sector
3 9 (6.25%) Telecoms
4 4 (2.78%) Banking
5 3 (2.08%) Financial Institution
6 1 (0.69%) Retail
Job Titles
1 32 (22.22%) Developer
2 21 (14.58%) Consultant
3 17 (11.81%) Software Engineer
4 13 (9.03%) DevOps Engineer
5 12 (8.33%) Architect
6 11 (7.64%) C++ Consultant
6 11 (7.64%) Java Developer
6 11 (7.64%) Software Consultant
6 11 (7.64%) Technical Engineer
6 11 (7.64%) Windows Consultant
7 10 (6.94%) Support Engineer
8 9 (6.25%) Automation Test Lead
8 9 (6.25%) Data Engineer
8 9 (6.25%) Test Automation Consultant
8 9 (6.25%) Test Automation Engineer
8 9 (6.25%) Test Consultant
8 9 (6.25%) Test Engineer
8 9 (6.25%) Test Leader
9 8 (5.56%) Full Stack Developer
9 8 (5.56%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 42 (29.17%) Node.js
2 40 (27.78%) .NET
3 34 (23.61%) REST
3 34 (23.61%) Spring
4 33 (22.92%) AngularJS
5 31 (21.53%) Spring MVC
6 30 (20.83%) React
7 29 (20.14%) Kafka
8 28 (19.44%) ASP.NET
9 26 (18.06%) GraphQL
9 26 (18.06%) Vue.js
10 14 (9.72%) Web Services
11 10 (6.94%) JSON
12 9 (6.25%) SOAP
12 9 (6.25%) XML
13 7 (4.86%) Apache Camel
13 7 (4.86%) Hibernate
14 6 (4.17%) CSS
14 6 (4.17%) JPA
14 6 (4.17%) Spring Integration
Miscellaneous
1 18 (12.50%) Mobile Computing
2 16 (11.11%) Cybercrime
3 12 (8.33%) Cyberattack
4 7 (4.86%) Greenfield Project
4 7 (4.86%) Public Cloud
5 6 (4.17%) Analytical Skills
6 4 (2.78%) User Experience
7 3 (2.08%) Data Centre
8 2 (1.39%) Linux Command Line
8 2 (1.39%) Mobile App
9 1 (0.69%) Algorithms
9 1 (0.69%) Enterprise Software
9 1 (0.69%) Enterprise Storage
9 1 (0.69%) Management Information System
Operating Systems
1 73 (50.69%) Linux
2 50 (34.72%) Windows
3 26 (18.06%) Android
3 26 (18.06%) Apple iOS
3 26 (18.06%) Windows Server
4 13 (9.03%) Windows Server 2008
5 12 (8.33%) Windows 10
5 12 (8.33%) Windows 7
5 12 (8.33%) Windows 8
5 12 (8.33%) Windows Server 2012
6 8 (5.56%) Unix
7 3 (2.08%) CentOS
7 3 (2.08%) Ubuntu
8 2 (1.39%) Debian
8 2 (1.39%) Mac OS X
Processes & Methodologies
1 50 (34.72%) Software Engineering
2 41 (28.47%) Scrum
3 37 (25.69%) Agile Software Development
4 33 (22.92%) Cybersecurity
4 33 (22.92%) MVC
5 31 (21.53%) Kanban
6 30 (20.83%) DevOps
7 28 (19.44%) ITIL
8 26 (18.06%) API Design
9 25 (17.36%) Ethical Hacking
9 25 (17.36%) Penetration Testing
9 25 (17.36%) Reverse Engineering
10 22 (15.28%) Migration
11 21 (14.58%) Information Security
12 17 (11.81%) Project Delivery
13 14 (9.72%) Malware Analysis
13 14 (9.72%) Service Management
14 13 (9.03%) Problem-Solving
15 12 (8.33%) Antivirus Management
15 12 (8.33%) Test Automation
Programming Languages
1 37 (25.69%) C
2 35 (24.31%) Python
3 26 (18.06%) C#
3 26 (18.06%) Java
4 20 (13.89%) Bash Shell
4 20 (13.89%) JavaScript
5 19 (13.19%) SQL
6 18 (12.50%) C++
7 10 (6.94%) PowerShell
8 8 (5.56%) Shell Script
9 7 (4.86%) PHP
10 5 (3.47%) Ruby
11 3 (2.08%) Go
11 3 (2.08%) R
11 3 (2.08%) Scala
12 2 (1.39%) Perl
13 1 (0.69%) Java 8
13 1 (0.69%) PHP 7
13 1 (0.69%) TypeScript
Qualifications
1 32 (22.22%) Degree
2 25 (17.36%) CCNA
2 25 (17.36%) Cisco Certification
2 25 (17.36%) Microsoft Certification
3 24 (16.67%) CISSP
3 24 (16.67%) CompTIA Security+
3 24 (16.67%) GIAC
3 24 (16.67%) Linux+ Certification
3 24 (16.67%) MCSE
3 24 (16.67%) Network+ Certification
3 24 (16.67%) SANS
3 24 (16.67%) SSCP
4 22 (15.28%) Security Cleared
5 15 (10.42%) DV Cleared
6 11 (7.64%) SC Cleared
7 2 (1.39%) Computer Science Degree
8 1 (0.69%) CCNP
8 1 (0.69%) MCSA
Quality Assurance & Compliance
1 1 (0.69%) ISO/IEC 27001
System Software
1 62 (43.06%) Docker
2 13 (9.03%) VMware Infrastructure
3 12 (8.33%) Active Directory
4 9 (6.25%) Hyper-V
5 6 (4.17%) VMware ESXi
6 5 (3.47%) VirtualBox
7 2 (1.39%) Virtual Desktop
Systems Management
1 49 (34.03%) Kubernetes
2 14 (9.72%) Ansible
2 14 (9.72%) Puppet
3 8 (5.56%) Opscode Chef
3 8 (5.56%) Terraform
4 7 (4.86%) Cloudify
4 7 (4.86%) SCCM
5 6 (4.17%) vRealize
6 5 (3.47%) Microsoft Intune
7 4 (2.78%) Docker Swarm
8 1 (0.69%) Jamf Pro
Vendors
1 39 (27.08%) Google
2 21 (14.58%) Cisco
3 20 (13.89%) Microsoft
4 19 (13.19%) Apple
5 17 (11.81%) VMware
6 13 (9.03%) Meraki
7 12 (8.33%) AVG
8 10 (6.94%) SAP
9 9 (6.25%) Oracle
10 7 (4.86%) Salesforce.com
11 6 (4.17%) Citrix
11 6 (4.17%) MuleSoft
12 5 (3.47%) Atlassian
12 5 (3.47%) Fortinet
13 4 (2.78%) Databricks
14 3 (2.08%) Aruba
15 1 (0.69%) Informatica
15 1 (0.69%) Nimble Storage
15 1 (0.69%) Talend
15 1 (0.69%) Twitter