Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Bristol
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 24 52 60
Rank change year-on-year +28 +8 +30
Permanent jobs citing Amazon AWS 333 201 166
As % of all permanent IT jobs advertised in Bristol 8.74% 5.69% 4.73%
As % of the Cloud Services category 46.70% 44.57% 49.26%
Number of salaries quoted 290 172 146
Bristol median annual salary £50,000 £53,750 £55,000
Median salary % change year-on-year -6.98% -2.27% -
10th Percentile £29,975 £32,750 £37,500
90th Percentile £80,000 £72,500 £85,000
South West median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +5.26%

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 713 451 337
As % of all permanent IT jobs advertised in Bristol 18.71% 12.78% 9.61%
Number of salaries quoted 616 381 307
Bristol median annual salary £45,000 £45,000 £45,000
10th Percentile £25,500 £26,500 £26,250
90th Percentile £72,500 £72,500 £75,000
South West median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 May 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 24 May 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 - 3 £35,000 -
Amazon AWS
South West

For the 6 months to 24 May 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.

1 191 (57.36%) Agile Software Development
2 133 (39.94%) Microsoft Azure
3 123 (36.94%) DevOps
4 108 (32.43%) Java
5 105 (31.53%) SQL
5 105 (31.53%) Python
6 97 (29.13%) C#
7 89 (26.73%) Software Engineering
8 83 (24.92%) Linux
9 79 (23.72%) Web Services
10 69 (20.72%) Scrum
11 67 (20.12%) Docker
12 65 (19.52%) JavaScript
13 59 (17.72%) Amazon Redshift
14 58 (17.42%) Microservices
14 58 (17.42%) Continuous Integration
14 58 (17.42%) Big Data
15 55 (16.52%) Puppet
16 54 (16.22%) .NET
17 53 (15.92%) Business Intelligence
17 53 (15.92%) Open Source
17 53 (15.92%) Google
18 51 (15.32%) Google Cloud Platform
19 50 (15.02%) NoSQL
19 50 (15.02%) Windows
19 50 (15.02%) ETL
20 49 (14.71%) Amazon Kinesis
21 48 (14.41%) Continuous Delivery
21 48 (14.41%) Problem-Solving
21 48 (14.41%) Git (software)

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 45 (13.51%) Apache Spark
2 33 (9.91%) Elasticsearch
3 22 (6.61%) Apache Pig
4 10 (3.00%) Apache
5 8 (2.40%) IIS
6 5 (1.50%) GeoServer
6 5 (1.50%) nginx
7 4 (1.20%) MS Exchange
8 3 (0.90%) Confluence
8 3 (0.90%) Drupal
9 2 (0.60%) Alfresco
9 2 (0.60%) ColdFusion
9 2 (0.60%) JBoss
9 2 (0.60%) Joomla!
9 2 (0.60%) OpenStack
9 2 (0.60%) Tomcat
10 1 (0.30%) CMS
10 1 (0.30%) Exchange Server 2010
10 1 (0.30%) SAS
10 1 (0.30%) SharePoint
Applications
1 8 (2.40%) Chatbot
Business Applications
1 8 (2.40%) Magento
1 8 (2.40%) Shopify
2 1 (0.30%) WebTrends
Cloud Services
1 133 (39.94%) Microsoft Azure
2 51 (15.32%) Google Cloud Platform
3 49 (14.71%) Amazon Kinesis
4 43 (12.91%) SaaS
4 43 (12.91%) Serverless
5 36 (10.81%) GitHub
6 34 (10.21%) Amazon EC2
7 32 (9.61%) Amazon S3
8 27 (8.11%) Amazon EMR
9 23 (6.91%) PaaS
10 22 (6.61%) Cloud Computing
10 22 (6.61%) Office 365
11 21 (6.31%) IaaS
12 16 (4.80%) AWS Lambda
13 12 (3.60%) npm
14 11 (3.30%) AWS OpsWorks
15 8 (2.40%) Slack
16 7 (2.10%) Amazon CloudWatch
17 6 (1.80%) G Suite
18 5 (1.50%) Heroku
Communications & Networking
1 20 (6.01%) SMS
2 13 (3.90%) Network Security
3 12 (3.60%) Firewall
4 10 (3.00%) Internet
4 10 (3.00%) MQTT
5 9 (2.70%) SSL
6 6 (1.80%) DHCP
6 6 (1.80%) DNS
7 5 (1.50%) WAN
8 4 (1.20%) LAN
8 4 (1.20%) TCP/IP
9 3 (0.90%) SNMP
10 2 (0.60%) HTTP
10 2 (0.60%) IPsec
10 2 (0.60%) SAN
10 2 (0.60%) VPN
11 1 (0.30%) BIG-IP
11 1 (0.30%) NetScaler
11 1 (0.30%) OpenVPN
11 1 (0.30%) SMTP
Database & Business Intelligence
1 59 (17.72%) Amazon Redshift
2 58 (17.42%) Big Data
3 50 (15.02%) NoSQL
4 43 (12.91%) Hadoop
5 36 (10.81%) MongoDB
6 33 (9.91%) MySQL
7 31 (9.31%) Relational Database
7 31 (9.31%) SQL Server
8 29 (8.71%) RDBMS
9 27 (8.11%) Amazon Athena
10 26 (7.81%) PostgreSQL
11 25 (7.51%) BigQuery
12 23 (6.91%) Power BI
13 22 (6.61%) Apache Hive
14 21 (6.31%) Impala
14 21 (6.31%) Presto
14 21 (6.31%) Spotfire
15 20 (6.01%) Amazon DynamoDB
16 18 (5.41%) Data Warehouse
17 17 (5.11%) Amazon RDS
Development Applications
1 48 (14.41%) Git (software)
2 37 (11.11%) Jenkins
2 37 (11.11%) JIRA
3 23 (6.91%) Atlassian Bamboo
4 16 (4.80%) Octopus Deploy
5 13 (3.90%) Cucumber
5 13 (3.90%) TeamCity
6 9 (2.70%) Visual Studio
7 7 (2.10%) Babel
7 7 (2.10%) SpecFlow
7 7 (2.10%) webpack
8 6 (1.80%) Mocha
9 5 (1.50%) Android Studio
9 5 (1.50%) Appium
9 5 (1.50%) Calabash
9 5 (1.50%) Xcode
10 4 (1.20%) gulp
10 4 (1.20%) Maven
10 4 (1.20%) Mercurial
10 4 (1.20%) MSBuild
General
1 38 (11.41%) Finance
2 24 (7.21%) Electronics
3 21 (6.31%) Marketing
3 21 (6.31%) Retail
4 17 (5.11%) Telecoms
5 13 (3.90%) Banking
6 9 (2.70%) Manufacturing
7 3 (0.90%) Automotive
8 2 (0.60%) Advertising
8 2 (0.60%) Aerospace
8 2 (0.60%) Pharmaceutical
9 1 (0.30%) Financial Institution
9 1 (0.30%) Games
9 1 (0.30%) Legal
Job Titles
1 84 (25.23%) Developer
2 58 (17.42%) AWS Engineer
3 38 (11.41%) DevOps Engineer
4 33 (9.91%) Data Engineer
5 29 (8.71%) Architect
6 22 (6.61%) Hadoop Engineer
6 22 (6.61%) Senior Data Engineer
7 21 (6.31%) .NET Developer
7 21 (6.31%) Analyst
7 21 (6.31%) Senior Hadoop Engineer
8 19 (5.71%) Administrator
8 19 (5.71%) Software Engineer
8 19 (5.71%) Systems Administrator
9 17 (5.11%) Software Developer
10 16 (4.80%) Java Developer
11 14 (4.20%) Linux Engineer
12 12 (3.60%) AWS Software Engineer
12 12 (3.60%) Cloud Architect
12 12 (3.60%) Cloud Engineer
12 12 (3.60%) Java Engineer
Libraries, Frameworks & Software Standards
1 79 (23.72%) Web Services
2 54 (16.22%) .NET
3 45 (13.51%) CSS
3 45 (13.51%) HTML
4 40 (12.01%) RESTful
5 38 (11.41%) Node.js
6 35 (10.51%) Kafka
7 24 (7.21%) AngularJS
7 24 (7.21%) MLlib
7 24 (7.21%) Pandas
8 23 (6.91%) HTML5
8 23 (6.91%) React
8 23 (6.91%) XML
9 22 (6.61%) REST
10 17 (5.11%) .NET Core
11 15 (4.50%) ASP.NET
11 15 (4.50%) ASP.NET Web API
11 15 (4.50%) JSON
12 14 (4.20%) Elastic Stack
12 14 (4.20%) jQuery
Miscellaneous
1 39 (11.71%) User Experience
2 28 (8.41%) Clustering
3 19 (5.71%) Algorithms
4 17 (5.11%) Public Cloud
5 15 (4.50%) Analytical Skills
6 14 (4.20%) Management Information System
7 12 (3.60%) Greenfield Project
8 9 (2.70%) Computer Science
8 9 (2.70%) Data Centre
9 6 (1.80%) Fintech
10 5 (1.50%) Enterprise Software
10 5 (1.50%) Mobile App
10 5 (1.50%) Private Cloud
11 4 (1.20%) Embedded Systems
11 4 (1.20%) NHS
11 4 (1.20%) PKI
11 4 (1.20%) Replication
11 4 (1.20%) RIA
12 3 (0.90%) CCTV
12 3 (0.90%) Internet of Things
Operating Systems
1 83 (24.92%) Linux
2 50 (15.02%) Windows
3 23 (6.91%) Windows Server
4 11 (3.30%) CentOS
4 11 (3.30%) Red Hat Enterprise Linux
5 10 (3.00%) Ubuntu
6 7 (2.10%) Android
7 6 (1.80%) Unix
8 5 (1.50%) Apple iOS
9 3 (0.90%) Windows 10
10 2 (0.60%) Windows Server 2008
10 2 (0.60%) Windows Server 2012
11 1 (0.30%) Oracle Linux
Processes & Methodologies
1 191 (57.36%) Agile Software Development
2 123 (36.94%) DevOps
3 89 (26.73%) Software Engineering
4 69 (20.72%) Scrum
5 58 (17.42%) Continuous Integration
5 58 (17.42%) Microservices
6 53 (15.92%) Business Intelligence
6 53 (15.92%) Open Source
7 50 (15.02%) ETL
8 48 (14.41%) Continuous Delivery
8 48 (14.41%) Problem-Solving
9 45 (13.51%) Artificial Intelligence
10 43 (12.91%) TDD
11 37 (11.11%) Analytics
12 36 (10.81%) Deployment Automation
13 34 (10.21%) BDD
14 33 (9.91%) Data Science
15 32 (9.61%) Coaching
16 31 (9.31%) Configuration Management
17 29 (8.71%) Visualisation
Programming Languages
1 108 (32.43%) Java
2 105 (31.53%) Python
2 105 (31.53%) SQL
3 97 (29.13%) C#
4 65 (19.52%) JavaScript
5 35 (10.51%) Scala
6 29 (8.71%) Ruby
7 23 (6.91%) PowerShell
8 15 (4.50%) Bash Shell
9 13 (3.90%) ES6
9 13 (3.90%) R
9 13 (3.90%) T-SQL
10 12 (3.60%) PHP
11 11 (3.30%) Go
12 6 (1.80%) Java 8
12 6 (1.80%) Shell Script
13 5 (1.50%) C
13 5 (1.50%) Clojure
14 4 (1.20%) C++
15 2 (0.60%) Embedded C++
Qualifications
1 20 (6.01%) Degree
2 12 (3.60%) Security Cleared
3 10 (3.00%) SC Cleared
4 6 (1.80%) Cisco Certification
4 6 (1.80%) Computer Science Degree
4 6 (1.80%) Microsoft Certification
5 5 (1.50%) CCNA
6 4 (1.20%) MCSA
7 3 (0.90%) CEH
7 3 (0.90%) CISA
7 3 (0.90%) CISM
7 3 (0.90%) CISSP
7 3 (0.90%) CompTIA Security+
7 3 (0.90%) CSSLP
7 3 (0.90%) DV Cleared
7 3 (0.90%) GIAC
7 3 (0.90%) ITIL Foundation Certificate
7 3 (0.90%) Numerate Degree
7 3 (0.90%) SANS
7 3 (0.90%) SSCP
Quality Assurance & Compliance
1 28 (8.41%) QA
2 5 (1.50%) ISO/IEC 27001
3 3 (0.90%) COBIT
3 3 (0.90%) GCP
3 3 (0.90%) GDPR
3 3 (0.90%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 2 (0.60%) Cyber Essentials
4 2 (0.60%) SLA
System Software
1 67 (20.12%) Docker
2 19 (5.71%) VMware Infrastructure
3 18 (5.41%) Active Directory
4 7 (2.10%) Hyper-V
5 6 (1.80%) VMware Server
6 2 (0.60%) VMware ESXi
6 2 (0.60%) vSphere
7 1 (0.30%) Apache Flume
7 1 (0.30%) HDFS
7 1 (0.30%) NFS
7 1 (0.30%) Virtual Machines
7 1 (0.30%) VMware NSX
7 1 (0.30%) XenApp
Systems Management
1 55 (16.52%) Puppet
2 43 (12.91%) Opscode Chef
3 33 (9.91%) Ansible
4 11 (3.30%) Kubernetes
5 10 (3.00%) ZABBIX
6 8 (2.40%) Terraform
7 5 (1.50%) Grafana
7 5 (1.50%) HockeyApp
7 5 (1.50%) Salt
7 5 (1.50%) SolarWinds Orion
8 2 (0.60%) SCOM
8 2 (0.60%) Single Sign-On
9 1 (0.30%) Docker Swarm
9 1 (0.30%) Packer
9 1 (0.30%) Rancher
9 1 (0.30%) SmoothWall
9 1 (0.30%) Systems Management Server (SMS)
9 1 (0.30%) WSUS
Vendors
1 53 (15.92%) Google
2 34 (10.21%) Microsoft
3 31 (9.31%) Tableau
4 28 (8.41%) VMware
5 26 (7.81%) Atlassian
6 17 (5.11%) SAP
7 15 (4.50%) Oracle
8 14 (4.20%) Cisco
9 12 (3.60%) Red Hat
10 10 (3.00%) SolarWinds
11 8 (2.40%) Xamarin
12 7 (2.10%) CheckPoint
12 7 (2.10%) Juniper
12 7 (2.10%) Salesforce.com
13 6 (1.80%) Remedy
14 5 (1.50%) HP
14 5 (1.50%) McAfee
15 4 (1.20%) Palo Alto
15 4 (1.20%) Percona
16 3 (0.90%) Capita