Period
to 21 February 2018

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 21 February 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Bristol
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 23 44 51
Rank change year-on-year +21 +7 +78
Permanent jobs citing Amazon AWS 306 184 203
As % of all permanent IT jobs advertised in Bristol 8.59% 5.53% 5.53%
As % of the Cloud Services category 45.13% 45.32% 51.39%
Number of salaries quoted 268 164 191
Bristol median annual salary £50,000 £60,000 £52,500
Median salary % change year-on-year -16.67% +14.29% -12.50%
10th Percentile £31,000 £35,575 £36,250
90th Percentile £74,000 £77,125 £83,750
South West median annual salary £47,500 £52,500 £51,000
% change year-on-year -9.52% +2.94% -2.86%

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 678 406 395
As % of all permanent IT jobs advertised in Bristol 19.02% 12.20% 10.76%
Number of salaries quoted 595 359 367
Bristol median annual salary £45,000 £54,000 £50,000
Median salary % change year-on-year -16.67% +8.00% +17.65%
10th Percentile £25,000 £30,500 £28,750
90th Percentile £70,000 £78,750 £83,750
South West median annual salary £42,500 £42,500 £42,500

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 21 February 2018.

Salary histogram for Amazon AWS in Bristol

Amazon AWS
Job Locations in Bristol

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon AWS within the Bristol region over the 6 months to 21 February 2018. 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
Avonmouth - 2 £35,000 -
Amazon AWS
South West

For the 6 months to 21 February 2018, 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.

1 176 (57.52%) Agile Software Development
2 121 (39.54%) C#
3 119 (38.89%) Microsoft Azure
4 110 (35.95%) Java
5 98 (32.03%) SQL
6 89 (29.08%) Python
7 88 (28.76%) DevOps
8 77 (25.16%) Software Engineering
9 74 (24.18%) Web Services
10 71 (23.20%) JavaScript
11 69 (22.55%) .NET
12 66 (21.57%) Linux
13 65 (21.24%) TDD
14 63 (20.59%) Scrum
15 60 (19.61%) Open Source
16 59 (19.28%) Amazon Redshift
17 55 (17.97%) Microservices
18 54 (17.65%) Google Cloud Platform
18 54 (17.65%) User Experience
18 54 (17.65%) Docker
18 54 (17.65%) BDD
19 53 (17.32%) Google
19 53 (17.32%) Continuous Delivery
20 52 (16.99%) React
20 52 (16.99%) Business Intelligence
21 51 (16.67%) Jenkins
22 50 (16.34%) AngularJS
23 49 (16.01%) Amazon Kinesis
23 49 (16.01%) Git (software)
23 49 (16.01%) ETL

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 47 (15.36%) Apache Spark
2 35 (11.44%) Elasticsearch
3 18 (5.88%) Apache
4 17 (5.56%) Apache Pig
5 10 (3.27%) MS Exchange
6 5 (1.63%) nginx
7 4 (1.31%) Tomcat
8 3 (0.98%) GeoServer
8 3 (0.98%) IIS
9 2 (0.65%) Confluence
9 2 (0.65%) JBoss
9 2 (0.65%) OpenStack
9 2 (0.65%) SharePoint
10 1 (0.33%) CMS
10 1 (0.33%) ColdFusion
10 1 (0.33%) Drupal
10 1 (0.33%) Joomla!
10 1 (0.33%) MS Project Server
10 1 (0.33%) WebLogic
10 1 (0.33%) WebSphere
Applications
1 5 (1.63%) Chatbot
Business Applications
1 8 (2.61%) Magento
1 8 (2.61%) Shopify
Cloud Services
1 119 (38.89%) Microsoft Azure
2 54 (17.65%) Google Cloud Platform
3 49 (16.01%) Amazon Kinesis
4 44 (14.38%) SaaS
5 34 (11.11%) Amazon EMR
6 32 (10.46%) PaaS
7 27 (8.82%) GitHub
8 25 (8.17%) Serverless
9 24 (7.84%) IaaS
10 18 (5.88%) AWS Lambda
11 17 (5.56%) Amazon S3
12 15 (4.90%) Amazon EC2
13 13 (4.25%) TestFlight
14 12 (3.92%) Cloud Computing
14 12 (3.92%) Office 365
15 11 (3.59%) npm
16 7 (2.29%) Heroku
17 6 (1.96%) Amazon SQS
17 6 (1.96%) Slack
18 5 (1.63%) G Suite
Communications & Networking
1 21 (6.86%) SSL
2 16 (5.23%) Internet
3 14 (4.58%) MQTT
4 13 (4.25%) Firewall
4 13 (4.25%) TCP/IP
5 12 (3.92%) DHCP
5 12 (3.92%) VPN
6 10 (3.27%) DNS
7 8 (2.61%) IPsec
7 8 (2.61%) LAN
7 8 (2.61%) WAN
8 7 (2.29%) HTTP
9 6 (1.96%) Network Security
10 4 (1.31%) SMS
11 2 (0.65%) OpenVPN
12 1 (0.33%) Remote Desktop
12 1 (0.33%) SMTP
12 1 (0.33%) SNMP
Database & Business Intelligence
1 59 (19.28%) Amazon Redshift
2 40 (13.07%) NoSQL
3 37 (12.09%) Big Data
4 35 (11.44%) SQL Server
5 33 (10.78%) Amazon Athena
6 31 (10.13%) Relational Database
7 30 (9.80%) BigQuery
8 28 (9.15%) RDBMS
9 26 (8.50%) Hadoop
10 25 (8.17%) MongoDB
10 25 (8.17%) MySQL
11 20 (6.54%) Data Warehouse
12 18 (5.88%) Power BI
13 17 (5.56%) Apache Hive
13 17 (5.56%) PostgreSQL
14 16 (5.23%) Impala
14 16 (5.23%) Presto
14 16 (5.23%) Spotfire
15 11 (3.59%) Neo4j
16 10 (3.27%) Amazon RDS
Development Applications
1 51 (16.67%) Jenkins
2 49 (16.01%) Git (software)
3 35 (11.44%) JIRA
4 31 (10.13%) Atlassian Bamboo
5 26 (8.50%) Cucumber
6 19 (6.21%) SpecFlow
7 13 (4.25%) Android Studio
7 13 (4.25%) Appium
7 13 (4.25%) Calabash
7 13 (4.25%) Xcode
8 11 (3.59%) Mercurial
8 11 (3.59%) MSBuild
9 10 (3.27%) Jasmine
9 10 (3.27%) Protractor
10 8 (2.61%) Octopus Deploy
10 8 (2.61%) Selenium
10 8 (2.61%) webpack
11 7 (2.29%) Sonatype Nexus
11 7 (2.29%) Team Foundation Server
12 6 (1.96%) Babel
General
1 46 (15.03%) Finance
2 37 (12.09%) Electronics
3 30 (9.80%) Marketing
4 26 (8.50%) Telecoms
5 20 (6.54%) Retail
6 18 (5.88%) Banking
7 17 (5.56%) Manufacturing
8 3 (0.98%) Advertising
9 2 (0.65%) Pharmaceutical
10 1 (0.33%) Automotive
10 1 (0.33%) Back Office
10 1 (0.33%) Law
10 1 (0.33%) Legal
Job Titles
1 87 (28.43%) Developer
2 38 (12.42%) AWS Engineer
3 29 (9.48%) Data Engineer
4 21 (6.86%) DevOps Engineer
5 20 (6.54%) Architect
5 20 (6.54%) Linux Engineer
6 19 (6.21%) Cloud Engineer
6 19 (6.21%) Software Developer
7 18 (5.88%) .NET Developer
7 18 (5.88%) C# Developer
8 17 (5.56%) Administrator
8 17 (5.56%) Java Developer
8 17 (5.56%) Systems Administrator
9 16 (5.23%) Linux Administrator
9 16 (5.23%) Linux Systems Administrator
9 16 (5.23%) Senior Data Engineer
9 16 (5.23%) Software Engineer
9 16 (5.23%) Test Leader
10 15 (4.90%) Hadoop Engineer
10 15 (4.90%) Site Engineer
Libraries, Frameworks & Software Standards
1 74 (24.18%) Web Services
2 69 (22.55%) .NET
3 52 (16.99%) React
4 50 (16.34%) AngularJS
5 47 (15.36%) Node.js
6 43 (14.05%) CSS
6 43 (14.05%) HTML
7 38 (12.42%) RESTful
8 31 (10.13%) JSON
9 28 (9.15%) ASP.NET
9 28 (9.15%) Kafka
10 25 (8.17%) MLlib
10 25 (8.17%) Pandas
10 25 (8.17%) XML
11 21 (6.86%) HTML5
12 19 (6.21%) REST
13 14 (4.58%) ASP.NET MVC
13 14 (4.58%) RabbitMQ
14 12 (3.92%) ASP.NET Web API
15 11 (3.59%) Velocity
Miscellaneous
1 54 (17.65%) User Experience
2 27 (8.82%) Clustering
3 17 (5.56%) Algorithms
3 17 (5.56%) Computer Science
4 16 (5.23%) Management Information System
5 15 (4.90%) Mobile App
6 14 (4.58%) Public Cloud
7 12 (3.92%) Embedded Systems
8 11 (3.59%) Internet of Things
9 10 (3.27%) Analytical Skills
10 9 (2.94%) Fintech
10 9 (2.94%) Greenfield Project
11 6 (1.96%) Robotics
11 6 (1.96%) Virtual Team
12 5 (1.63%) Enterprise Software
13 4 (1.31%) CCTV
14 3 (0.98%) Data Centre
14 3 (0.98%) Hybrid Cloud
15 2 (0.65%) Hedge funds
15 2 (0.65%) Replication
Operating Systems
1 66 (21.57%) Linux
2 42 (13.73%) Windows
3 24 (7.84%) Android
4 22 (7.19%) Apple iOS
5 17 (5.56%) Windows Server
6 16 (5.23%) Ubuntu
7 7 (2.29%) Windows Server 2008
8 6 (1.96%) Unix
8 6 (1.96%) Windows Server 2012
9 5 (1.63%) Windows Mobile
10 3 (0.98%) Windows Phone
11 2 (0.65%) Windows 10
12 1 (0.33%) Debian
12 1 (0.33%) VMS
Processes & Methodologies
1 176 (57.52%) Agile Software Development
2 88 (28.76%) DevOps
3 77 (25.16%) Software Engineering
4 65 (21.24%) TDD
5 63 (20.59%) Scrum
6 60 (19.61%) Open Source
7 55 (17.97%) Microservices
8 54 (17.65%) BDD
9 53 (17.32%) Continuous Delivery
10 52 (16.99%) Business Intelligence
11 49 (16.01%) ETL
12 42 (13.73%) Continuous Integration
13 39 (12.75%) Coaching
14 38 (12.42%) Configuration Management
14 38 (12.42%) Test Automation
15 37 (12.09%) Data Science
16 36 (11.76%) Analytics
17 27 (8.82%) MapReduce
18 25 (8.17%) E-Commerce
18 25 (8.17%) Programme Management
Programming Languages
1 121 (39.54%) C#
2 110 (35.95%) Java
3 98 (32.03%) SQL
4 89 (29.08%) Python
5 71 (23.20%) JavaScript
6 41 (13.40%) Scala
7 40 (13.07%) Ruby
8 18 (5.88%) PowerShell
9 14 (4.58%) T-SQL
10 13 (4.25%) ES6
10 13 (4.25%) PHP
11 11 (3.59%) Go
12 10 (3.27%) R
13 8 (2.61%) Bash Shell
13 8 (2.61%) F#
14 7 (2.29%) Clojure
14 7 (2.29%) Shell Script
15 5 (1.63%) C++
16 4 (1.31%) C
16 4 (1.31%) ES7
Qualifications
1 35 (11.44%) Degree
2 14 (4.58%) Computer Science Degree
3 10 (3.27%) Numerate Degree
4 9 (2.94%) Microsoft Certification
5 8 (2.61%) ISEB
5 8 (2.61%) ISTQB
6 4 (1.31%) CCNA
6 4 (1.31%) Cisco Certification
6 4 (1.31%) ITIL Foundation Certificate
6 4 (1.31%) MCSA
6 4 (1.31%) Security Cleared
7 3 (0.98%) SC Cleared
8 2 (0.65%) ITIL Certification
8 2 (0.65%) Postgraduate
9 1 (0.33%) MCP
Quality Assurance & Compliance
1 25 (8.17%) QA
2 6 (1.96%) GCP
3 3 (0.98%) ISO/IEC 27001
3 3 (0.98%) PCI DSS
3 3 (0.98%) SLA
4 1 (0.33%) Data Quality
System Software
1 54 (17.65%) Docker
2 19 (6.21%) VMware Infrastructure
3 13 (4.25%) Active Directory
4 10 (3.27%) Hyper-V
5 4 (1.31%) vSphere
6 2 (0.65%) Virtual Machines
7 1 (0.33%) Apache Flume
7 1 (0.33%) HDFS
7 1 (0.33%) LXC
7 1 (0.33%) NFS
7 1 (0.33%) vCloud
7 1 (0.33%) VirtualBox
Systems Management
1 45 (14.71%) Puppet
2 33 (10.78%) Ansible
3 24 (7.84%) Opscode Chef
4 15 (4.90%) Terraform
5 13 (4.25%) HockeyApp
6 11 (3.59%) Kubernetes
6 11 (3.59%) Salt
7 10 (3.27%) ZABBIX
8 3 (0.98%) WSUS
9 2 (0.65%) Docker Swarm
9 2 (0.65%) Grafana
9 2 (0.65%) Packer
10 1 (0.33%) Nagios
10 1 (0.33%) Norton AntiVirus
10 1 (0.33%) Rancher
10 1 (0.33%) Simian Army
Vendors
1 53 (17.32%) Google
2 35 (11.44%) Microsoft
3 31 (10.13%) VMware
4 27 (8.82%) Tableau
5 25 (8.17%) SAP
6 21 (6.86%) Atlassian
7 19 (6.21%) Xamarin
8 14 (4.58%) Remedy
9 10 (3.27%) Oracle
10 6 (1.96%) CA Agile Central
11 5 (1.63%) Salesforce.com
12 4 (1.31%) Capita
12 4 (1.31%) IBM
13 3 (0.98%) Cisco
13 3 (0.98%) Percona
14 2 (0.65%) HP
14 2 (0.65%) Mercator
14 2 (0.65%) Red Hat
14 2 (0.65%) SolarWinds
15 1 (0.33%) Symantec