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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Amazon Web Services (AWS)
South West / Bristol
Rank 42 48 87
Rank change year-on-year +6 +39  
Permanent jobs citing Amazon AWS 107 101 42
As % of all permanent IT jobs advertised in Bristol 5.82% 5.45% 2.19%
As % of the Cloud Services category 44.96% 54.01% 40.38%
Number of salaries quoted 88 88 34
Median salary £55,000 £55,000 £45,000
Median salary % change year-on-year - +22.22%  
90% offered a salary of more than £40,000 £45,000 £27,500
10% offered a salary of more than £70,000 £70,000 £62,500
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year - +11.11%  

Amazon AWS is in the cloud computing skills category. The next 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.

Cloud Computing Skills
Bristol
Permanent job vacancies with a requirement for cloud computing skills 238 187 104
As % of all permanent IT job vacancies advertised in Bristol 12.95% 10.10% 5.42%
Number of salaries quoted 196 169 71
Median salary £47,500 £52,500 £45,000
Median salary % change year-on-year -9.52% +16.66%  
90% offered a salary of more than £30,000 £27,850 £27,500
10% offered a salary of more than £65,000 £61,500 £75,000
UK excluding London median salary £45,000 £45,000 £45,000

Amazon AWS
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Amazon AWS as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

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 3 months to 25 March 2017.

Salary histogram for Amazon AWS in Bristol

Amazon AWS
Top 30 Related IT Skills in Bristol

For the 6 months to 25 March 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.

1 142 (72.82%) Agile Software Development
2 107 (54.87%) Microsoft Azure
3 81 (41.54%) Big Data
4 79 (40.51%) C#
5 78 (40.00%) TDD
6 72 (36.92%) Continuous Integration
6 72 (36.92%) MongoDB
6 72 (36.92%) NoSQL
7 69 (35.38%) Java
7 69 (35.38%) Oracle
8 68 (34.87%) SQL Server
8 68 (34.87%) .NET
9 67 (34.36%) AngularJS
10 63 (32.31%) MySQL
11 62 (31.79%) Web Development
12 59 (30.26%) Scrum
13 58 (29.74%) React
14 55 (28.21%) Hadoop
14 55 (28.21%) Tomcat
15 54 (27.69%) Puppet
16 53 (27.18%) Ansible
17 52 (26.67%) Opscode Chef
17 52 (26.67%) OO
18 50 (25.64%) PostgreSQL
18 50 (25.64%) OpenStack
19 49 (25.13%) Redis
19 49 (25.13%) Finance
19 49 (25.13%) Banking
20 47 (24.10%) Apache Spark
21 46 (23.59%) Jetty

Amazon AWS
Top Related 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 55 (28.21%) Tomcat
2 50 (25.64%) OpenStack
3 47 (24.10%) Apache Spark
4 46 (23.59%) Jetty
5 44 (22.56%) WebLogic
5 44 (22.56%) WebSphere
6 36 (18.46%) JBoss
7 35 (17.95%) Elasticsearch
8 31 (15.90%) Apache Solr
9 14 (7.18%) WebSphere Application Server
10 4 (2.05%) CloudStack
10 4 (2.05%) IIS
10 4 (2.05%) SharePoint
11 2 (1.03%) Apache
11 2 (1.03%) Apache Pig
11 2 (1.03%) BizTalk Server
11 2 (1.03%) Mule
12 1 (0.51%) CMS
12 1 (0.51%) lighttpd
Applications
1 12 (6.15%) MS Excel
2 1 (0.51%) HipChat
Cloud Services
1 107 (54.87%) Microsoft Azure
2 8 (4.10%) IaaS
2 8 (4.10%) PaaS
3 7 (3.59%) Amazon EC2
3 7 (3.59%) Slack
4 5 (2.56%) Google Cloud Platform
5 4 (2.05%) Amazon S3
5 4 (2.05%) Heroku
5 4 (2.05%) Office 365
5 4 (2.05%) SaaS
6 2 (1.03%) Amazon EMR
6 2 (1.03%) Cloud Computing
7 1 (0.51%) AWS Lambda
7 1 (0.51%) G Suite
7 1 (0.51%) GitHub
7 1 (0.51%) TestFlight
Communications & Networking
1 8 (4.10%) TCP/IP
2 4 (2.05%) Firewall
3 2 (1.03%) MQTT
3 2 (1.03%) SSL
4 1 (0.51%) DNS
4 1 (0.51%) HTTP
4 1 (0.51%) Internet
4 1 (0.51%) Kerberos
4 1 (0.51%) LAN
4 1 (0.51%) LDAP
4 1 (0.51%) Network Security
4 1 (0.51%) SAN
4 1 (0.51%) VPN
4 1 (0.51%) WAN
4 1 (0.51%) Wireless
Database & Business Intelligence
1 81 (41.54%) Big Data
2 72 (36.92%) MongoDB
2 72 (36.92%) NoSQL
3 68 (34.87%) SQL Server
4 63 (32.31%) MySQL
5 55 (28.21%) Hadoop
6 50 (25.64%) PostgreSQL
7 49 (25.13%) Redis
8 35 (17.95%) Couchbase
9 33 (16.92%) Apache Cassandra
10 31 (15.90%) Riak
11 6 (3.08%) Amazon DynamoDB
12 5 (2.56%) Amazon Redshift
12 5 (2.56%) Data Warehouse
12 5 (2.56%) DB2
13 3 (1.54%) SQL Server Integration Services
14 2 (1.03%) Amazon RDS
14 2 (1.03%) Enterprise Data Warehouse
14 2 (1.03%) SQL Server 2012
14 2 (1.03%) SQL Server Reporting Services
Development Applications
1 29 (14.87%) Git (software)
2 17 (8.72%) Jenkins
3 10 (5.13%) TeamCity
4 9 (4.62%) MSTest
4 9 (4.62%) NUnit
5 7 (3.59%) Subversion
6 5 (2.56%) JIRA
7 4 (2.05%) Atlassian Bamboo
7 4 (2.05%) Team Foundation Server
8 3 (1.54%) Cucumber
8 3 (1.54%) Grunt
8 3 (1.54%) NCrunch
8 3 (1.54%) ReSharper
8 3 (1.54%) Selenium
8 3 (1.54%) SpecFlow
8 3 (1.54%) WebDriver
9 2 (1.03%) Calabash
9 2 (1.03%) Protractor
9 2 (1.03%) Visual Studio
9 2 (1.03%) WATIR
General
1 49 (25.13%) Banking
1 49 (25.13%) Finance
2 38 (19.49%) Retail
3 24 (12.31%) Telecoms
4 11 (5.64%) Publishing
5 9 (4.62%) Games
6 3 (1.54%) Advertising
7 1 (0.51%) Front Office
7 1 (0.51%) Marketing
Job Titles
1 113 (57.95%) Developer
2 42 (21.54%) .NET Developer
3 41 (21.03%) Senior Developer
4 39 (20.00%) Java Developer
5 33 (16.92%) C# Developer
6 26 (13.33%) Architect
7 25 (12.82%) C# .NET Developer
8 23 (11.79%) Development Manager
9 21 (10.77%) Senior .NET Developer
10 19 (9.74%) Agile Development Manager
10 19 (9.74%) Full Stack Developer
10 19 (9.74%) Software Developer
11 16 (8.21%) Senior Software Developer
12 15 (7.69%) Senior C# .NET Developer
12 15 (7.69%) Senior C# Developer
12 15 (7.69%) Software Development Manager
13 14 (7.18%) ASP.NET MVC Developer
13 14 (7.18%) Senior Java Developer
14 12 (6.15%) .NET Software Developer
14 12 (6.15%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 68 (34.87%) .NET
2 67 (34.36%) AngularJS
3 58 (29.74%) React
4 34 (17.44%) HTML
5 33 (16.92%) CSS
6 31 (15.90%) Elastic Stack
6 31 (15.90%) Lucene
7 30 (15.38%) ASP.NET
8 28 (14.36%) Web Services
9 20 (10.26%) Node.js
9 20 (10.26%) RESTful
10 18 (9.23%) .NET Framework
10 18 (9.23%) WCF
11 14 (7.18%) ASP.NET MVC
11 14 (7.18%) ASP.NET Web API
11 14 (7.18%) jQuery
12 9 (4.62%) LAMP
13 8 (4.10%) REST
14 7 (3.59%) Entity Framework
14 7 (3.59%) Ruby on Rails
Miscellaneous
1 10 (5.13%) Enterprise Software
2 9 (4.62%) Foreign Exchange (FX)
2 9 (4.62%) Streaming Video
3 8 (4.10%) Data Centre
4 7 (3.59%) Video on Demand
5 6 (3.08%) N-Tier
6 5 (2.56%) CMDB
6 5 (2.56%) Computer Science
6 5 (2.56%) User Experience
7 4 (2.05%) Linux Command Line
8 2 (1.03%) Analytical Skills
8 2 (1.03%) Mobile App
9 1 (0.51%) e-Health
9 1 (0.51%) Embedded Systems
9 1 (0.51%) Hybrid Cloud
9 1 (0.51%) mHealth
9 1 (0.51%) Public Cloud
9 1 (0.51%) Social Network
9 1 (0.51%) Wiki
Operating Systems
1 25 (12.82%) Linux
2 23 (11.79%) Android
3 22 (11.28%) Apple iOS
4 16 (8.21%) Windows
5 9 (4.62%) Red Hat Enterprise Linux
6 8 (4.10%) Unix
7 5 (2.56%) CentOS
7 5 (2.56%) Windows Server 2008
7 5 (2.56%) Windows Server 2012
8 3 (1.54%) Windows Server
9 2 (1.03%) SUSE
10 1 (0.51%) Debian
10 1 (0.51%) Fedora
10 1 (0.51%) Mac OS X
10 1 (0.51%) Ubuntu
Processes & Methodologies
1 142 (72.82%) Agile Software Development
2 78 (40.00%) TDD
3 72 (36.92%) Continuous Integration
4 62 (31.79%) Web Development
5 59 (30.26%) Scrum
6 52 (26.67%) OO
7 45 (23.08%) DevOps
8 44 (22.56%) DSDM
8 44 (22.56%) Mentoring
9 42 (21.54%) RUP
10 39 (20.00%) Kanban
11 33 (16.92%) Concurrent Programming
11 33 (16.92%) Multithreading
11 33 (16.92%) MVC
12 32 (16.41%) UML
13 31 (15.90%) Coaching
14 29 (14.87%) Software Delivery
15 27 (13.85%) Project Management
15 27 (13.85%) Stakeholder Management
16 25 (12.82%) SDLC
Programming Languages
1 79 (40.51%) C#
2 69 (35.38%) Java
3 46 (23.59%) JavaScript
4 41 (21.03%) Python
5 26 (13.33%) Bash Shell
5 26 (13.33%) SQL
6 24 (12.31%) PHP
7 21 (10.77%) Perl
8 20 (10.26%) Go
9 18 (9.23%) Ruby
10 10 (5.13%) PowerShell
11 4 (2.05%) Shell Script
12 2 (1.03%) C++
12 2 (1.03%) Scala
12 2 (1.03%) T-SQL
13 1 (0.51%) C
13 1 (0.51%) Objective-C
13 1 (0.51%) R
13 1 (0.51%) Rust
Qualifications
1 10 (5.13%) Degree
2 7 (3.59%) AWS Certification
2 7 (3.59%) ISEB
3 5 (2.56%) PMI Certification
3 5 (2.56%) PMP
4 2 (1.03%) ISTQB
Quality Assurance & Compliance
1 6 (3.08%) QA
2 1 (0.51%) ISO/IEC 27001
2 1 (0.51%) SDET
2 1 (0.51%) SLA
System Software
1 9 (4.62%) VMware Infrastructure
2 5 (2.56%) Docker
2 5 (2.56%) Virtual Machines
3 4 (2.05%) vSphere
3 4 (2.05%) Xen
3 4 (2.05%) XenServer
4 3 (1.54%) Hyper-V
5 2 (1.03%) Active Directory
6 1 (0.51%) HDFS
6 1 (0.51%) KVM
6 1 (0.51%) LXC
6 1 (0.51%) RHEV
6 1 (0.51%) Squid
6 1 (0.51%) VirtualBox
Systems Management
1 54 (27.69%) Puppet
2 53 (27.18%) Ansible
3 52 (26.67%) Opscode Chef
4 35 (17.95%) Salt
5 31 (15.90%) Kibana
5 31 (15.90%) logstash
6 8 (4.10%) Terraform
7 7 (3.59%) Cobbler
7 7 (3.59%) Tivoli
8 5 (2.56%) SCVMM
9 1 (0.51%) Grafana
9 1 (0.51%) Graphite
9 1 (0.51%) HockeyApp
9 1 (0.51%) Marathon
9 1 (0.51%) Mesos
9 1 (0.51%) NetBackup
Vendors
1 69 (35.38%) Oracle
2 37 (18.97%) Microsoft
3 12 (6.15%) Red Hat
4 10 (5.13%) VMware
5 7 (3.59%) IBM
6 6 (3.08%) Citrix
6 6 (3.08%) EMC
6 6 (3.08%) Google
6 6 (3.08%) NetApp
7 5 (2.56%) BMC
7 5 (2.56%) CheckPoint
7 5 (2.56%) Cisco
7 5 (2.56%) HP
7 5 (2.56%) Juniper
8 4 (2.05%) EnterpriseDB
8 4 (2.05%) Nokia
8 4 (2.05%) TIBCO
9 2 (1.03%) Tableau
10 1 (0.51%) Hortonworks
10 1 (0.51%) Talend
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