Period
to 28 September 2021

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 28 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Gloucestershire > Cheltenham
6 months to
28 Sep 2021
Same period 2020 Same period 2019
Rank 3 15 33
Rank change year-on-year +12 +18 -11
Permanent jobs citing AWS 153 35 51
As % of all permanent jobs advertised in Cheltenham 32.48% 14.89% 7.48%
As % of the Cloud Services category 56.46% 43.21% 36.69%
Number of salaries quoted 96 28 46
10th Percentile £38,125 £37,500 £27,625
25th Percentile £43,125 £41,125 £37,500
Median annual salary (50th Percentile) £50,000 £55,000 £47,500
Median % change year-on-year -9.09% +15.79% -13.64%
75th Percentile £66,563 £90,000 £62,500
90th Percentile £82,500 " £70,000
Gloucestershire median annual salary £50,000 £52,500 £48,500
% change year-on-year -4.76% +8.25% -11.82%

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 Cheltenham with a requirement for cloud computing skills.

All Cloud Skills
Cheltenham
Permanent vacancies with a requirement for cloud computing skills 271 81 139
As % of all permanent IT jobs advertised in Cheltenham 57.54% 34.47% 20.38%
Number of salaries quoted 193 66 111
10th Percentile £28,200 £31,250 £27,500
25th Percentile £32,500 £32,500 £32,500
Median annual salary (50th Percentile) £45,000 £50,000 £42,500
Median % change year-on-year -10.00% +17.65% -15.00%
75th Percentile £53,500 £68,438 £56,250
90th Percentile £71,250 £90,000 £65,000
Gloucestershire median annual salary £47,500 £50,000 £44,500
% change year-on-year -5.00% +12.36% -11.00%

AWS
Job Vacancy Trend in Cheltenham

Job postings citing AWS as a proportion of all IT jobs advertised in Cheltenham.

Job vacancy trend for AWS in Cheltenham

AWS
Salary Trend in Cheltenham

3-month moving average salary quoted in jobs citing AWS in Cheltenham.

Salary trend for AWS in Cheltenham

AWS
Salary Histogram in Cheltenham

Salary distribution for jobs citing AWS in Cheltenham over the 6 months to 28 September 2021.

Salary histogram for AWS in Cheltenham

For the 6 months to 28 September 2021, 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 Cheltenham region with a requirement for AWS.

1 101 (66.01%) Azure
2 93 (60.78%) DevOps
3 81 (52.94%) Microsoft
3 81 (52.94%) Agile Software Development
4 79 (51.63%) PowerShell
5 62 (40.52%) Infrastructure as Code
6 60 (39.22%) Scrum
7 54 (35.29%) Git (software)
8 52 (33.99%) Python
8 52 (33.99%) Ansible
9 48 (31.37%) SQL Server
10 47 (30.72%) SQL
10 47 (30.72%) Business Intelligence
10 47 (30.72%) JIRA
11 44 (28.76%) VMware Infrastructure
11 44 (28.76%) Linux
11 44 (28.76%) VMware
11 44 (28.76%) Docker
12 41 (26.80%) Web Services
12 41 (26.80%) Data Warehouse
12 41 (26.80%) SQL Server Integration Services
13 39 (25.49%) T-SQL
13 39 (25.49%) Scaled Agile Framework
14 38 (24.84%) SDLC
14 38 (24.84%) ITIL
14 38 (24.84%) Machine Learning
15 37 (24.18%) Cyber Intelligence
16 36 (23.53%) Site Reliability Engineering
16 36 (23.53%) GitHub
16 36 (23.53%) Confluence

AWS
Co-occurring IT Skills in Cheltenham 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 36 (23.53%) Confluence
2 6 (3.92%) SharePoint
3 5 (3.27%) Exchange Server 2013
3 5 (3.27%) MS Exchange
3 5 (3.27%) SharePoint 2013
3 5 (3.27%) Skype for Business
4 4 (2.61%) JBoss
4 4 (2.61%) Mule
4 4 (2.61%) Mule ESB
4 4 (2.61%) Red Hat Fuse
4 4 (2.61%) Tomcat
5 2 (1.31%) CMS
5 2 (1.31%) Elasticsearch
6 1 (0.65%) Drupal
Business Applications
1 1 (0.65%) Salesforce.com CRM
Cloud Services
1 101 (66.01%) Azure
2 36 (23.53%) GitHub
3 30 (19.61%) SaaS
4 24 (15.69%) GCP
5 16 (10.46%) Power Platform
6 14 (9.15%) AWS CloudFormation
7 9 (5.88%) IaaS
7 9 (5.88%) PaaS
8 7 (4.58%) Microsoft 365
9 6 (3.92%) Amazon EC2
10 4 (2.61%) Amazon ECS
10 4 (2.61%) Cloud Computing
11 3 (1.96%) Fastly
11 3 (1.96%) Serverless
12 2 (1.31%) Amazon S3
12 2 (1.31%) AWS Lambda
12 2 (1.31%) Snowflake
13 1 (0.65%) Amazon SQS
Communications & Networking
1 31 (20.26%) IPv4
2 24 (15.69%) Firewall
3 23 (15.03%) OSPF
3 23 (15.03%) VLAN
3 23 (15.03%) VPN
4 7 (4.58%) Internet
4 7 (4.58%) SAN
5 6 (3.92%) DNS
6 5 (3.27%) DHCP
6 5 (3.27%) Fibre Channel
6 5 (3.27%) iSCSI
6 5 (3.27%) MPLS
6 5 (3.27%) Skype
6 5 (3.27%) TCP/IP
7 2 (1.31%) NAS
Database & Business Intelligence
1 48 (31.37%) SQL Server
2 41 (26.80%) Data Warehouse
2 41 (26.80%) SQL Server Integration Services
3 28 (18.30%) SQL Server 2016
4 25 (16.34%) SQL Server Reporting Services
5 16 (10.46%) Power BI
6 7 (4.58%) MySQL
7 6 (3.92%) Amazon DynamoDB
7 6 (3.92%) MongoDB
7 6 (3.92%) NoSQL
8 5 (3.27%) Big Data
8 5 (3.27%) PostgreSQL
8 5 (3.27%) SQL Server 2005
8 5 (3.27%) SQL Server 2008
8 5 (3.27%) SQL Server 2012
8 5 (3.27%) SQL Server 2014
9 3 (1.96%) Amazon Redshift
10 2 (1.31%) Relational Database
11 1 (0.65%) MySQL Workbench
Development Applications
1 54 (35.29%) Git (software)
2 47 (30.72%) JIRA
3 22 (14.38%) Team Foundation Server
4 21 (13.73%) Subversion
5 6 (3.92%) JUnit
6 5 (3.27%) Jenkins
6 5 (3.27%) Maven
7 4 (2.61%) IntelliJ
8 2 (1.31%) GitLab
9 1 (0.65%) Artifactory
9 1 (0.65%) Atlassian Bamboo
9 1 (0.65%) Bitbucket
9 1 (0.65%) Cucumber
9 1 (0.65%) Eclipse
9 1 (0.65%) SoapUI
9 1 (0.65%) Sonatype Nexus
9 1 (0.65%) Visual Studio
General
1 31 (20.26%) Social Skills
2 25 (16.34%) Finance
3 9 (5.88%) Analytical Skills
3 9 (5.88%) Legal
4 7 (4.58%) Marketing
4 7 (4.58%) Public Sector
5 6 (3.92%) Electronics
5 6 (3.92%) Manufacturing
5 6 (3.92%) Telecoms
6 5 (3.27%) Games
7 4 (2.61%) Aerospace
8 2 (1.31%) Organisational Skills
Job Titles
1 35 (22.88%) Developer
2 28 (18.30%) Administrator
3 22 (14.38%) DBA
4 18 (11.76%) Senior DBA
5 17 (11.11%) Business Intelligence Developer
6 15 (9.80%) Linux Engineer
6 15 (9.80%) SQL DBA
7 12 (7.84%) Architect
8 11 (7.19%) DevOps Engineer
8 11 (7.19%) Senior SQL DBA
8 11 (7.19%) Senior SQL Server DBA
8 11 (7.19%) Solutions Architect
8 11 (7.19%) SQL Server DBA
9 10 (6.54%) Cloud Architect
9 10 (6.54%) Cloud Solutions Architect
9 10 (6.54%) Java Developer
9 10 (6.54%) Principal Architect
9 10 (6.54%) Principal Solutions Architect
10 9 (5.88%) Platform Engineer
11 7 (4.58%) Security Operations Analyst
Libraries, Frameworks & Software Standards
1 41 (26.80%) Web Services
2 17 (11.11%) .NET
3 8 (5.23%) AngularJS
3 8 (5.23%) Java EE
3 8 (5.23%) Spring
4 6 (3.92%) JSON
4 6 (3.92%) REST
5 5 (3.27%) Hibernate
5 5 (3.27%) SOAP
6 4 (2.61%) Apache Camel
6 4 (2.61%) JPA
6 4 (2.61%) Kafka
6 4 (2.61%) MyBatis
6 4 (2.61%) Spring Integration
6 4 (2.61%) XML
7 3 (1.96%) CSS
7 3 (1.96%) HTML
7 3 (1.96%) React
8 2 (1.31%) ASP.NET Web API
9 1 (0.65%) Spring Boot
Miscellaneous
1 22 (14.38%) Public Cloud
2 21 (13.73%) Clustering
3 13 (8.50%) Hybrid Cloud
4 7 (4.58%) Cyber Kill Chain
4 7 (4.58%) Data Centre
4 7 (4.58%) Mobile App
4 7 (4.58%) Private Cloud
5 5 (3.27%) Driving Licence
5 5 (3.27%) Replication
5 5 (3.27%) Self-Motivation
6 3 (1.96%) Algorithms
6 3 (1.96%) Cyberattack
6 3 (1.96%) Management Information System
6 3 (1.96%) Security Operations Centre
6 3 (1.96%) User Experience
7 1 (0.65%) Cloud Native
7 1 (0.65%) Greenfield Project
Operating Systems
1 44 (28.76%) Linux
2 25 (16.34%) Windows
3 23 (15.03%) Windows Server
4 22 (14.38%) Windows Server 2016
5 19 (12.42%) Unix
6 16 (10.46%) CentOS
6 16 (10.46%) Ubuntu
7 5 (3.27%) Windows Server 2012
7 5 (3.27%) Windows Server 2019
8 4 (2.61%) Android
8 4 (2.61%) Apple iOS
Processes & Methodologies
1 93 (60.78%) DevOps
2 81 (52.94%) Agile Software Development
3 62 (40.52%) Infrastructure as Code
4 60 (39.22%) Scrum
5 47 (30.72%) Business Intelligence
6 39 (25.49%) Scaled Agile Framework
7 38 (24.84%) ITIL
7 38 (24.84%) Machine Learning
7 38 (24.84%) SDLC
8 37 (24.18%) Cyber Intelligence
9 36 (23.53%) Site Reliability Engineering
10 35 (22.88%) Data Science
10 35 (22.88%) Performance Tuning
10 35 (22.88%) Software Testing
10 35 (22.88%) Task Automation
11 34 (22.22%) DevSecOps
11 34 (22.22%) ETL
12 33 (21.57%) Service Management
12 33 (21.57%) Software Engineering
13 28 (18.30%) Migration
Programming Languages
1 79 (51.63%) PowerShell
2 52 (33.99%) Python
3 47 (30.72%) SQL
4 39 (25.49%) T-SQL
5 35 (22.88%) Bash Shell
6 24 (15.69%) Java
7 15 (9.80%) C#
8 14 (9.15%) R
9 12 (7.84%) JavaScript
10 9 (5.88%) C++
11 5 (3.27%) Kotlin
11 5 (3.27%) VB
11 5 (3.27%) VBScript
12 4 (2.61%) Apple Swift
12 4 (2.61%) PHP
13 1 (0.65%) C
13 1 (0.65%) Java 8
13 1 (0.65%) Ruby
Qualifications
1 25 (16.34%) Security Cleared
2 19 (12.42%) Degree
3 17 (11.11%) SC Cleared
4 13 (8.50%) CISM
4 13 (8.50%) CISSP
5 11 (7.19%) DV Cleared
6 10 (6.54%) AWS Certification
6 10 (6.54%) GIAC
6 10 (6.54%) RHCE
7 7 (4.58%) CISA
7 7 (4.58%) SANS
8 6 (3.92%) (ISC)2 CCSP
8 6 (3.92%) Cisco Certification
8 6 (3.92%) CSSLP
8 6 (3.92%) SSCP
9 5 (3.27%) CCA
9 5 (3.27%) Citrix Certification
9 5 (3.27%) ITIL Certification
9 5 (3.27%) Microsoft Certification
9 5 (3.27%) RHCSA
Quality Assurance & Compliance
1 21 (13.73%) GDPR
2 8 (5.23%) ISO/IEC 27001
3 6 (3.92%) NCSC
4 5 (3.27%) ISO/IEC 20000
5 4 (2.61%) Accessibility
5 4 (2.61%) Data Quality
5 4 (2.61%) QA
6 3 (1.96%) Cyber Essentials
6 3 (1.96%) GRC
6 3 (1.96%) NIST
System Software
1 44 (28.76%) Docker
1 44 (28.76%) VMware Infrastructure
2 22 (14.38%) VMware ESXi
3 6 (3.92%) Active Directory
4 5 (3.27%) vSphere
4 5 (3.27%) XenApp
4 5 (3.27%) XenDesktop
Systems Management
1 52 (33.99%) Ansible
2 35 (22.88%) Puppet
3 32 (20.92%) Terraform
4 15 (9.80%) Packer
5 14 (9.15%) Kubernetes
6 5 (3.27%) Tivoli Storage Manager
7 4 (2.61%) Opscode Chef
8 1 (0.65%) Grafana
8 1 (0.65%) Prometheus
8 1 (0.65%) vCenter Server
Vendors
1 81 (52.94%) Microsoft
2 44 (28.76%) VMware
3 19 (12.42%) Salesforce.com
4 18 (11.76%) Oracle
5 15 (9.80%) Red Hat
6 14 (9.15%) Google
7 11 (7.19%) SAP
8 5 (3.27%) Citrix
8 5 (3.27%) Dell
8 5 (3.27%) EMC
8 5 (3.27%) IBM
8 5 (3.27%) NetApp
8 5 (3.27%) Sophos
9 3 (1.96%) MuleSoft
10 2 (1.31%) Atlassian