Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Bristol
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 37 57 55
Rank change year-on-year +20 -2 +74
Permanent jobs citing Amazon AWS 298 150 180
As % of all permanent IT jobs advertised in Bristol 7.79% 4.68% 4.73%
As % of the Cloud Services category 43.19% 42.74% 45.11%
Number of salaries quoted 248 134 158
Bristol median annual salary £52,500 £60,000 £55,000
Median salary % change year-on-year -12.50% +9.09% -8.33%
10th Percentile £37,500 £32,500 £34,625
90th Percentile £71,625 £78,375 £85,000
South West median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% -4.55%

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 690 351 399
As % of all permanent IT jobs advertised in Bristol 18.05% 10.94% 10.48%
Number of salaries quoted 575 313 322
Bristol median annual salary £50,000 £54,000 £52,500
Median salary % change year-on-year -7.41% +2.86% +28.05%
10th Percentile £30,350 £30,550 £30,050
90th Percentile £70,850 £88,250 £83,750
South West median annual salary £45,000 £40,000 £43,500
% change year-on-year +12.50% -8.05% +16.00%

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 24 November 2017.

Salary histogram for Amazon AWS in Bristol

For the 6 months to 24 November 2017, IT jobs citing Amazon AWS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bristol region with a requirement for Amazon AWS.

1 191 (64.09%) Agile Software Development
2 138 (46.31%) Microsoft Azure
3 120 (40.27%) C#
4 98 (32.89%) DevOps
5 97 (32.55%) .NET
6 86 (28.86%) Java
7 84 (28.19%) SQL
8 79 (26.51%) Linux
9 76 (25.50%) Python
10 73 (24.50%) JavaScript
11 70 (23.49%) Business Intelligence
11 70 (23.49%) Finance
12 65 (21.81%) TDD
12 65 (21.81%) AngularJS
13 63 (21.14%) Git (software)
14 62 (20.81%) Jenkins
15 59 (19.80%) Continuous Delivery
16 56 (18.79%) Marketing
16 56 (18.79%) SQL Server
17 55 (18.46%) Windows
17 55 (18.46%) Electronics
18 51 (17.11%) Google
18 51 (17.11%) BDD
18 51 (17.11%) React
19 49 (16.44%) Telecoms
19 49 (16.44%) SAP
20 47 (15.77%) Manufacturing
20 47 (15.77%) Programme Management
20 47 (15.77%) Digital Marketing
20 47 (15.77%) Google Cloud Platform

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 29 (9.73%) Apache Spark
2 18 (6.04%) Apache
2 18 (6.04%) Elasticsearch
3 11 (3.69%) MS Exchange
4 8 (2.68%) Tomcat
5 6 (2.01%) Apache Pig
6 5 (1.68%) OpenStack
6 5 (1.68%) WebLogic
6 5 (1.68%) WebSphere
7 4 (1.34%) IIS
7 4 (1.34%) JBoss
7 4 (1.34%) nginx
7 4 (1.34%) SharePoint
8 3 (1.01%) Confluence
9 2 (0.67%) CloudStack
9 2 (0.67%) CMS
9 2 (0.67%) Kentico
9 2 (0.67%) WebSphere Application Server
10 1 (0.34%) Apache Solr
10 1 (0.34%) Jetty
Applications
1 3 (1.01%) Chatbot
2 1 (0.34%) Microsoft Office
Cloud Services
1 138 (46.31%) Microsoft Azure
2 47 (15.77%) Google Cloud Platform
3 46 (15.44%) PaaS
4 45 (15.10%) SaaS
5 44 (14.77%) IaaS
6 28 (9.40%) Amazon Kinesis
7 18 (6.04%) Amazon EMR
8 16 (5.37%) Office 365
9 13 (4.36%) Cloud Computing
10 11 (3.69%) Amazon S3
10 11 (3.69%) AWS Lambda
10 11 (3.69%) Serverless
11 9 (3.02%) GitHub
12 8 (2.68%) TestFlight
13 5 (1.68%) Amazon EC2
14 4 (1.34%) Amazon SQS
14 4 (1.34%) npm
15 3 (1.01%) AWS CloudFormation
15 3 (1.01%) Azure Machine Learning
16 2 (0.67%) DigitalOcean
Communications & Networking
1 37 (12.42%) SSL
2 24 (8.05%) Firewall
3 21 (7.05%) TCP/IP
4 17 (5.70%) DNS
4 17 (5.70%) HTTP
5 16 (5.37%) VPN
6 15 (5.03%) DHCP
7 11 (3.69%) LAN
7 11 (3.69%) WAN
8 9 (3.02%) IPsec
8 9 (3.02%) MQTT
9 8 (2.68%) Internet
10 7 (2.35%) OpenVPN
11 6 (2.01%) Network Security
12 2 (0.67%) Cisco ISE
12 2 (0.67%) Intrusion Detection
13 1 (0.34%) BGP
13 1 (0.34%) MPLS
13 1 (0.34%) OSPF
13 1 (0.34%) SMS
Database & Business Intelligence
1 56 (18.79%) SQL Server
2 44 (14.77%) NoSQL
3 32 (10.74%) MongoDB
4 29 (9.73%) Amazon Redshift
5 25 (8.39%) Relational Database
6 23 (7.72%) RDBMS
7 22 (7.38%) Apache Cassandra
7 22 (7.38%) MySQL
8 21 (7.05%) Big Data
9 19 (6.38%) CouchDB
10 17 (5.70%) BigQuery
11 16 (5.37%) Hadoop
12 14 (4.70%) Power BI
13 11 (3.69%) Apache Hive
13 11 (3.69%) Data Warehouse
13 11 (3.69%) PostgreSQL
14 8 (2.68%) SQL Server 2014
15 7 (2.35%) Enterprise Data Warehouse
15 7 (2.35%) SQL Server Integration Services
15 7 (2.35%) SQL Server Reporting Services
Development Applications
1 63 (21.14%) Git (software)
2 62 (20.81%) Jenkins
3 42 (14.09%) Atlassian Bamboo
4 27 (9.06%) Mercurial
5 22 (7.38%) MSBuild
6 21 (7.05%) Cucumber
7 18 (6.04%) SpecFlow
8 17 (5.70%) JIRA
9 15 (5.03%) Protractor
9 15 (5.03%) Selenium
10 14 (4.70%) Jasmine
11 10 (3.36%) Capybara
11 10 (3.36%) WATIR
11 10 (3.36%) WebDriver
12 8 (2.68%) Android Studio
12 8 (2.68%) Appium
12 8 (2.68%) Calabash
12 8 (2.68%) Xcode
13 6 (2.01%) Octopus Deploy
13 6 (2.01%) Team Foundation Server
General
1 70 (23.49%) Finance
2 56 (18.79%) Marketing
3 55 (18.46%) Electronics
4 49 (16.44%) Telecoms
5 47 (15.77%) Manufacturing
6 33 (11.07%) Banking
7 25 (8.39%) Retail
8 6 (2.01%) Advertising
9 2 (0.67%) Legal
10 1 (0.34%) Back Office
10 1 (0.34%) Games
10 1 (0.34%) Law
Job Titles
1 103 (34.56%) Developer
2 39 (13.09%) C# Developer
3 38 (12.75%) .NET Developer
4 30 (10.07%) C# .NET Developer
5 29 (9.73%) Senior Developer
6 23 (7.72%) Software Developer
7 21 (7.05%) Linux Engineer
8 20 (6.71%) AWS Engineer
8 20 (6.71%) Senior C# Developer
9 19 (6.38%) DevOps Engineer
10 18 (6.04%) ASP.NET Developer
10 18 (6.04%) C# ASP.NET Developer
10 18 (6.04%) Senior .NET Developer
11 17 (5.70%) Administrator
11 17 (5.70%) Cloud Engineer
11 17 (5.70%) Systems Administrator
12 16 (5.37%) Java Developer
12 16 (5.37%) Senior C# .NET Developer
13 14 (4.70%) Linux Administrator
13 14 (4.70%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 97 (32.55%) .NET
2 65 (21.81%) AngularJS
3 51 (17.11%) React
4 46 (15.44%) HTML
4 46 (15.44%) Web Services
5 45 (15.10%) ASP.NET
5 45 (15.10%) CSS
6 39 (13.09%) JSON
7 32 (10.74%) HTML5
7 32 (10.74%) REST
8 27 (9.06%) Node.js
9 24 (8.05%) ASP.NET MVC
9 24 (8.05%) Kafka
10 21 (7.05%) RESTful
11 17 (5.70%) RabbitMQ
12 12 (4.03%) ASP.NET Web API
12 12 (4.03%) MLlib
12 12 (4.03%) Pandas
13 11 (3.69%) XML
14 10 (3.36%) Behat
Miscellaneous
1 44 (14.77%) User Experience
2 35 (11.74%) Greenfield Project
3 27 (9.06%) Mobile App
4 18 (6.04%) Analytical Skills
4 18 (6.04%) Computer Science
5 13 (4.36%) Algorithms
6 12 (4.03%) Clustering
7 9 (3.02%) Data Centre
7 9 (3.02%) Management Information System
8 8 (2.68%) Embedded Systems
8 8 (2.68%) Internet of Things
8 8 (2.68%) Public Cloud
9 7 (2.35%) Enterprise Software
9 7 (2.35%) Robotics
10 6 (2.01%) Fintech
11 5 (1.68%) Virtual Team
12 3 (1.01%) Distributed Denial-of-Service
12 3 (1.01%) Video\Live Streaming
13 1 (0.34%) IPTV
13 1 (0.34%) Smartphone
Operating Systems
1 79 (26.51%) Linux
2 55 (18.46%) Windows
3 30 (10.07%) Android
3 30 (10.07%) Apple iOS
4 25 (8.39%) Windows Server
5 14 (4.70%) Windows Server 2008
6 11 (3.69%) Ubuntu
7 9 (3.02%) Debian
8 8 (2.68%) Windows Mobile
9 7 (2.35%) VMS
9 7 (2.35%) Windows Server 2012
10 3 (1.01%) Red Hat Enterprise Linux
10 3 (1.01%) Unix
10 3 (1.01%) Windows Phone
11 2 (0.67%) CentOS
12 1 (0.34%) Mac OS X
12 1 (0.34%) SmartOS
12 1 (0.34%) Windows 7
12 1 (0.34%) Windows 8
12 1 (0.34%) Windows Server 2003
Processes & Methodologies
1 191 (64.09%) Agile Software Development
2 98 (32.89%) DevOps
3 70 (23.49%) Business Intelligence
4 65 (21.81%) TDD
5 59 (19.80%) Continuous Delivery
6 51 (17.11%) BDD
7 47 (15.77%) Digital Marketing
7 47 (15.77%) Programme Management
8 46 (15.44%) Scrum
9 44 (14.77%) Software Engineering
10 38 (12.75%) Continuous Integration
11 37 (12.42%) OO
12 32 (10.74%) Open Source
13 29 (9.73%) Microservices
13 29 (9.73%) MVC
13 29 (9.73%) Test Automation
14 28 (9.40%) Analytics
15 26 (8.72%) ETL
16 24 (8.05%) Coaching
16 24 (8.05%) Configuration Management
Programming Languages
1 120 (40.27%) C#
2 86 (28.86%) Java
3 84 (28.19%) SQL
4 76 (25.50%) Python
5 73 (24.50%) JavaScript
6 32 (10.74%) Ruby
7 23 (7.72%) Scala
8 18 (6.04%) PowerShell
9 15 (5.03%) Bash Shell
10 13 (4.36%) PHP
10 13 (4.36%) R
11 12 (4.03%) MATLAB
12 10 (3.36%) T-SQL
13 9 (3.02%) C++
13 9 (3.02%) Shell Script
14 6 (2.01%) C
14 6 (2.01%) F#
14 6 (2.01%) Go
15 5 (1.68%) ES6
16 4 (1.34%) Perl
Qualifications
1 32 (10.74%) Degree
2 13 (4.36%) ISEB
2 13 (4.36%) ISTQB
3 8 (2.68%) Computer Science Degree
3 8 (2.68%) Microsoft Certification
4 7 (2.35%) Numerate Degree
5 3 (1.01%) CISSP
6 2 (0.67%) CCNA
6 2 (0.67%) Cisco Certification
6 2 (0.67%) MCSA
6 2 (0.67%) PhD
6 2 (0.67%) SC Cleared
6 2 (0.67%) Security Cleared
7 1 (0.34%) CCDA
7 1 (0.34%) CCIE
7 1 (0.34%) CCNP
7 1 (0.34%) CCSP
7 1 (0.34%) ITIL Foundation Certificate
7 1 (0.34%) MCSE
7 1 (0.34%) Postgraduate
Quality Assurance & Compliance
1 11 (3.69%) QA
2 7 (2.35%) ISO/IEC 27001
2 7 (2.35%) PCI DSS
3 6 (2.01%) GCP
4 4 (1.34%) Data Quality
5 2 (0.67%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.34%) SLA
System Software
1 33 (11.07%) Docker
2 27 (9.06%) Active Directory
3 26 (8.72%) VMware Infrastructure
4 9 (3.02%) Hyper-V
5 8 (2.68%) vSphere
6 2 (0.67%) HDFS
6 2 (0.67%) Xen
6 2 (0.67%) XenServer
7 1 (0.34%) LXC
7 1 (0.34%) vCloud
7 1 (0.34%) Virtual Machines
7 1 (0.34%) VirtualBox
Systems Management
1 35 (11.74%) Puppet
2 26 (8.72%) Ansible
3 20 (6.71%) Opscode Chef
4 15 (5.03%) Terraform
5 9 (3.02%) Salt
6 8 (2.68%) HockeyApp
7 5 (1.68%) Kubernetes
7 5 (1.68%) WSUS
8 2 (0.67%) Cobbler
8 2 (0.67%) Host Intrusion Detection System
8 2 (0.67%) SolarWinds Orion
8 2 (0.67%) Tivoli
8 2 (0.67%) ZABBIX
9 1 (0.34%) Docker Swarm
9 1 (0.34%) Kibana
9 1 (0.34%) logstash
9 1 (0.34%) Oozie
9 1 (0.34%) Packer
9 1 (0.34%) rkt
9 1 (0.34%) SCCM
Vendors
1 51 (17.11%) Google
2 49 (16.44%) SAP
3 44 (14.77%) VMware
4 38 (12.75%) Microsoft
5 18 (6.04%) Tableau
6 14 (4.70%) Xamarin
7 13 (4.36%) Oracle
8 12 (4.03%) Red Hat
9 8 (2.68%) Atlassian
9 8 (2.68%) Remedy
10 7 (2.35%) Percona
10 7 (2.35%) Samsung
11 5 (1.68%) CA Agile Central
11 5 (1.68%) Cisco
12 4 (1.34%) IBM
12 4 (1.34%) NetApp
13 3 (1.01%) McAfee
14 2 (0.67%) Forcepoint
14 2 (0.67%) HP
14 2 (0.67%) Mercator