Period
to 18 July 2019

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 18 July 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Bristol
6 months to
18 Jul 2019
Same period 2018 Same period 2017
Rank 23 31 45
Rank change year-on-year +8 +14 +21
Permanent jobs citing Amazon AWS 314 310 239
As % of all permanent IT jobs advertised in Bristol 8.96% 7.97% 6.25%
As % of the Cloud Services category 41.70% 44.48% 42.15%
Number of salaries quoted 271 258 207
Bristol median annual salary £55,000 £50,000 £52,500
Median salary % change year-on-year +10.00% -4.76% -4.55%
10th Percentile £36,250 £31,500 £33,550
90th Percentile £77,500 £77,500 £72,500
South West median annual salary £50,000 £50,000 £50,000

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 Bristol with a requirement for cloud computing skills.

All Cloud Skills
Bristol
Permanent vacancies with a requirement for cloud computing skills 753 697 567
As % of all permanent IT jobs advertised in Bristol 21.50% 17.92% 14.82%
Number of salaries quoted 670 574 491
Bristol median annual salary £45,000 £45,000 £47,500
Median salary % change year-on-year - -5.26% -
10th Percentile £29,000 £27,500 £28,500
90th Percentile £71,250 £72,500 £71,250
South West median annual salary £45,000 £42,500 £43,000
% change year-on-year +5.88% -1.16% +7.50%

Amazon AWS
Job Vacancy Trend in Bristol

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

Job vacancy trend for Amazon AWS in Bristol

Amazon AWS
Salary Trend in Bristol

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

Salary trend for Amazon AWS in Bristol

Amazon AWS
Salary Histogram in Bristol

The salary distribution of IT jobs citing Amazon AWS in Bristol over the 6 months to 18 July 2019.

Salary histogram for Amazon AWS in Bristol

For the 6 months to 18 July 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 Bristol region with a requirement for Amazon AWS.

1 166 (52.87%) Microsoft Azure
2 145 (46.18%) Agile Software Development
3 123 (39.17%) Python
4 108 (34.39%) DevOps
5 96 (30.57%) Java
5 96 (30.57%) Linux
6 92 (29.30%) C#
7 76 (24.20%) Software Engineering
8 72 (22.93%) .NET
9 68 (21.66%) JavaScript
10 65 (20.70%) Git (software)
11 64 (20.38%) Docker
12 60 (19.11%) Google Cloud Platform
13 56 (17.83%) Finance
14 55 (17.52%) Continuous Integration
15 50 (15.92%) SQL
15 50 (15.92%) VMware
16 49 (15.61%) Kubernetes
16 49 (15.61%) Problem-Solving
17 46 (14.65%) Web Services
18 45 (14.33%) Google
19 44 (14.01%) Business Intelligence
19 44 (14.01%) Test Automation
20 43 (13.69%) Scrum
21 42 (13.38%) ASP.NET
21 42 (13.38%) Windows
21 42 (13.38%) Continuous Delivery
21 42 (13.38%) SDLC
22 40 (12.74%) Node.js
22 40 (12.74%) Infrastructure Engineering

Amazon AWS
Co-occurring IT Skills in Bristol 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 (6.69%) Elasticsearch
2 16 (5.10%) Apache
3 14 (4.46%) nginx
4 13 (4.14%) Apache Spark
5 8 (2.55%) SharePoint
6 4 (1.27%) MS Exchange
7 3 (0.96%) Tomcat
7 3 (0.96%) WebSphere
8 2 (0.64%) Alfresco
8 2 (0.64%) ArcGIS
8 2 (0.64%) CMS
8 2 (0.64%) Confluence
8 2 (0.64%) Drupal
8 2 (0.64%) GeoServer
8 2 (0.64%) MQSeries
8 2 (0.64%) Umbraco
8 2 (0.64%) WebSphere Application Server
8 2 (0.64%) WordPress
9 1 (0.32%) eZ Publish
9 1 (0.32%) Jupyter
Applications
1 9 (2.87%) Chatbot
2 2 (0.64%) Microsoft Excel
2 2 (0.64%) Microsoft Office
2 2 (0.64%) Microsoft PowerPoint
3 1 (0.32%) Photoshop
3 1 (0.32%) Sketch
Business Applications
1 1 (0.32%) Magento
1 1 (0.32%) Payment Gateway
Cloud Services
1 166 (52.87%) Microsoft Azure
2 60 (19.11%) Google Cloud Platform
3 35 (11.15%) Amazon S3
3 35 (11.15%) AWS CloudFormation
4 31 (9.87%) AWS Lambda
4 31 (9.87%) Serverless
5 29 (9.24%) Amazon EC2
6 24 (7.64%) GitHub
7 12 (3.82%) Office 365
8 11 (3.50%) IaaS
8 11 (3.50%) SaaS
9 10 (3.18%) PaaS
10 9 (2.87%) Amazon EMR
10 9 (2.87%) Route 53
11 8 (2.55%) Power Platform
12 7 (2.23%) Amazon CloudWatch
13 6 (1.91%) Virtual Private Cloud
14 5 (1.59%) Amazon ElastiCache
14 5 (1.59%) DigitalOcean
15 4 (1.27%) Datadog
Communications & Networking
1 23 (7.32%) Internet
2 12 (3.82%) VPN
3 9 (2.87%) DNS
3 9 (2.87%) Network Security
4 8 (2.55%) HTTP
5 7 (2.23%) Firewall
5 7 (2.23%) SAN
6 4 (1.27%) TCP/IP
7 3 (0.96%) DHCP
8 2 (0.64%) BIG-IP
8 2 (0.64%) VSAN
8 2 (0.64%) WAN
9 1 (0.32%) Cisco IOS
9 1 (0.32%) Skype
9 1 (0.32%) SNMP
9 1 (0.32%) SSL
Database & Business Intelligence
1 33 (10.51%) MongoDB
2 30 (9.55%) Big Data
3 29 (9.24%) SQL Server
4 28 (8.92%) NoSQL
5 27 (8.60%) Hadoop
6 24 (7.64%) MySQL
7 23 (7.32%) Relational Database
8 15 (4.78%) Amazon RDS
9 14 (4.46%) Apache Cassandra
10 13 (4.14%) Amazon Redshift
10 13 (4.14%) PostgreSQL
11 12 (3.82%) Amazon DynamoDB
11 12 (3.82%) RDBMS
12 9 (2.87%) Apache Hive
13 8 (2.55%) BigQuery
13 8 (2.55%) Data Warehouse
13 8 (2.55%) Power BI
14 7 (2.23%) Amazon Athena
14 7 (2.23%) CouchDB
15 6 (1.91%) SQL Server Integration Services
Development Applications
1 65 (20.70%) Git (software)
2 25 (7.96%) Jenkins
3 18 (5.73%) Vagrant
4 12 (3.82%) Maven
4 12 (3.82%) Selenium
5 11 (3.50%) Atlassian Bamboo
6 8 (2.55%) Cucumber
7 7 (2.23%) Protractor
7 7 (2.23%) SpecFlow
8 6 (1.91%) JIRA
9 5 (1.59%) Mercurial
9 5 (1.59%) Subversion
9 5 (1.59%) TeamCity
10 4 (1.27%) Gradle
10 4 (1.27%) Travis CI
10 4 (1.27%) webpack
11 3 (0.96%) Bitbucket
11 3 (0.96%) gulp
11 3 (0.96%) Team Foundation Server
11 3 (0.96%) WebDriver
General
1 56 (17.83%) Finance
2 33 (10.51%) Electronics
3 30 (9.55%) Telecoms
4 29 (9.24%) Marketing
5 26 (8.28%) Manufacturing
6 9 (2.87%) Banking
6 9 (2.87%) Retail
7 2 (0.64%) Games
8 1 (0.32%) Pharmaceutical
Job Titles
1 107 (34.08%) Developer
2 50 (15.92%) Software Engineer
3 42 (13.38%) Cloud Engineer
4 37 (11.78%) .NET Developer
5 31 (9.87%) Infrastructure Engineer
5 31 (9.87%) Senior Developer
6 29 (9.24%) DevOps Engineer
7 24 (7.64%) AWS Engineer
7 24 (7.64%) Cloud Software Engineer
8 21 (6.69%) Java Developer
9 19 (6.05%) Cloud Developer
10 18 (5.73%) Architect
10 18 (5.73%) Python Developer
11 14 (4.46%) AWS Infrastructure Engineer
12 13 (4.14%) Software Developer
13 12 (3.82%) Data Engineer
13 12 (3.82%) Senior .NET Developer
13 12 (3.82%) Test Engineer
14 10 (3.18%) AWS DevOps
14 10 (3.18%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 72 (22.93%) .NET
2 46 (14.65%) Web Services
3 42 (13.38%) ASP.NET
4 40 (12.74%) Node.js
5 33 (10.51%) REST
6 32 (10.19%) CSS
6 32 (10.19%) HTML
7 27 (8.60%) AngularJS
8 26 (8.28%) Spring
9 23 (7.32%) ASP.NET MVC
9 23 (7.32%) Spring Boot
10 22 (7.01%) React
11 20 (6.37%) HTML5
11 20 (6.37%) jQuery
12 19 (6.05%) .NET Core
12 19 (6.05%) LEMP Stack
13 18 (5.73%) .NET Framework
14 14 (4.46%) Django
15 13 (4.14%) Kafka
16 12 (3.82%) LAMP
Miscellaneous
1 18 (5.73%) Analytical Skills
2 16 (5.10%) Internet of Things
3 12 (3.82%) User Experience
4 7 (2.23%) Algorithms
5 6 (1.91%) Linux Command Line
6 4 (1.27%) Analytical Mindset
6 4 (1.27%) Greenfield Project
7 3 (0.96%) Clustering
7 3 (0.96%) Public Cloud
7 3 (0.96%) Replication
7 3 (0.96%) Smart Home
8 2 (0.64%) Cloud Native
8 2 (0.64%) Hybrid Cloud
8 2 (0.64%) Mainframe
8 2 (0.64%) Mobile App
8 2 (0.64%) Private Cloud
9 1 (0.32%) Data Centre
9 1 (0.32%) Data Structures
9 1 (0.32%) Distributed Denial-of-Service
9 1 (0.32%) Virtual Team
Operating Systems
1 96 (30.57%) Linux
2 42 (13.38%) Windows
3 18 (5.73%) Ubuntu
3 18 (5.73%) Windows Server
4 13 (4.14%) Mac OS
4 13 (4.14%) Unix
5 10 (3.18%) CentOS
5 10 (3.18%) Red Hat Enterprise Linux
6 4 (1.27%) DC/OS
6 4 (1.27%) Windows Server 2008
7 3 (0.96%) Android
8 2 (0.64%) Apple iOS
8 2 (0.64%) Windows Phone
8 2 (0.64%) zOS
9 1 (0.32%) HPUX
9 1 (0.32%) Solaris
9 1 (0.32%) Windows 10
Processes & Methodologies
1 145 (46.18%) Agile Software Development
2 108 (34.39%) DevOps
3 76 (24.20%) Software Engineering
4 55 (17.52%) Continuous Integration
5 49 (15.61%) Problem-Solving
6 44 (14.01%) Business Intelligence
6 44 (14.01%) Test Automation
7 43 (13.69%) Scrum
8 42 (13.38%) Continuous Delivery
8 42 (13.38%) SDLC
9 40 (12.74%) Infrastructure Engineering
10 32 (10.19%) Infrastructure as Code
11 30 (9.55%) Configuration Management
12 28 (8.92%) MVC
13 27 (8.60%) Deployment Automation
13 27 (8.60%) Digital Marketing
13 27 (8.60%) Open Source
14 26 (8.28%) Programme Management
15 25 (7.96%) Continuous Deployment
15 25 (7.96%) Unit Testing
Programming Languages
1 123 (39.17%) Python
2 96 (30.57%) Java
3 92 (29.30%) C#
4 68 (21.66%) JavaScript
5 50 (15.92%) SQL
6 35 (11.15%) Ruby
7 23 (7.32%) Bash Shell
8 21 (6.69%) PHP
9 18 (5.73%) C++
10 17 (5.41%) PowerShell
11 16 (5.10%) Scala
12 11 (3.50%) Clojure
13 10 (3.18%) Go
14 9 (2.87%) TypeScript
15 7 (2.23%) Shell Script
16 6 (1.91%) C
16 6 (1.91%) ES6
17 5 (1.59%) Groovy
18 4 (1.27%) Perl
18 4 (1.27%) R
Qualifications
1 13 (4.14%) Security Cleared
2 12 (3.82%) SC Cleared
3 7 (2.23%) ISEB
3 7 (2.23%) ISTQB
4 5 (1.59%) AWS Certification
4 5 (1.59%) Microsoft Certification
5 4 (1.27%) Computer Science Degree
5 4 (1.27%) Degree
6 2 (0.64%) MCSA
7 1 (0.32%) Master's Degree
7 1 (0.32%) Postgraduate
7 1 (0.32%) RHCE
7 1 (0.32%) RHCSA
7 1 (0.32%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 5 (1.59%) QA
2 2 (0.64%) ISO/IEC 27001
System Software
1 64 (20.38%) Docker
2 16 (5.10%) Active Directory
3 10 (3.18%) VMware Infrastructure
4 6 (1.91%) Virtual Machines
5 5 (1.59%) VirtualBox
6 4 (1.27%) Hyper-V
7 3 (0.96%) VMware ESXi
8 2 (0.64%) VMware NSX
8 2 (0.64%) VMware Server
9 1 (0.32%) KVM
9 1 (0.32%) LXC
9 1 (0.32%) Xen
Systems Management
1 49 (15.61%) Kubernetes
2 33 (10.51%) Terraform
3 24 (7.64%) Puppet
4 23 (7.32%) Ansible
5 20 (6.37%) Opscode Chef
6 14 (4.46%) Graphite
7 12 (3.82%) Nagios
8 9 (2.87%) Docker Swarm
9 5 (1.59%) Packer
10 4 (1.27%) Graylog
10 4 (1.27%) Prometheus
10 4 (1.27%) ZABBIX
11 3 (0.96%) Grafana
12 2 (0.64%) Microsoft Intune
12 2 (0.64%) Salt
13 1 (0.32%) Consul
13 1 (0.32%) Kibana
13 1 (0.32%) Opsview
13 1 (0.32%) SCVMM
13 1 (0.32%) Single Sign-On
Vendors
1 50 (15.92%) VMware
2 45 (14.33%) Google
3 29 (9.24%) SAP
4 18 (5.73%) Microsoft
4 18 (5.73%) Oracle
5 16 (5.10%) Cisco
6 8 (2.55%) HP
6 8 (2.55%) Informatica
6 8 (2.55%) Salesforce.com
6 8 (2.55%) Tableau
7 7 (2.23%) Genesys
7 7 (2.23%) Verint
8 6 (1.91%) Avaya
9 5 (1.59%) IBM
9 5 (1.59%) New Relic
9 5 (1.59%) Splunk
10 3 (0.96%) F5
10 3 (0.96%) NetApp
10 3 (0.96%) Veeam
11 2 (0.64%) Dell