Period
to 17 February 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 17 February 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Bristol
6 months to
17 Feb 2019
Same period 2018 Same period 2017
Rank 16 26 49
Rank change year-on-year +10 +23 -1
Permanent jobs citing Amazon AWS 384 307 182
As % of all permanent IT jobs advertised in Bristol 10.67% 8.62% 5.50%
As % of the Cloud Services category 45.88% 44.69% 45.61%
Number of salaries quoted 286 267 160
Bristol median annual salary £52,500 £50,000 £60,000
Median salary % change year-on-year +5.00% -16.67% +14.29%
10th Percentile £35,625 £31,150 £37,500
90th Percentile £75,000 £72,500 £77,500
South West median annual salary £50,000 £47,500 £52,500
% change year-on-year +5.26% -9.52% +2.94%

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 837 687 399
As % of all permanent IT jobs advertised in Bristol 23.25% 19.30% 12.05%
Number of salaries quoted 636 595 351
Bristol median annual salary £47,500 £45,000 £54,000
Median salary % change year-on-year +5.56% -16.67% +8.00%
10th Percentile £28,750 £25,000 £31,250
90th Percentile £73,750 £70,000 £78,750
South West median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

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 17 February 2019.

Salary histogram for Amazon AWS in Bristol

For the 6 months to 17 February 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.

1 176 (45.83%) Agile Software Development
2 161 (41.93%) Microsoft Azure
3 136 (35.42%) Web Services
4 119 (30.99%) JavaScript
5 116 (30.21%) Software Engineering
6 110 (28.65%) C#
7 97 (25.26%) Python
8 95 (24.74%) Java
9 94 (24.48%) DevOps
10 91 (23.70%) Linux
10 91 (23.70%) Microservices
11 80 (20.83%) .NET
11 80 (20.83%) MySQL
12 78 (20.31%) Continuous Integration
13 70 (18.23%) Node.js
13 70 (18.23%) MVC
13 70 (18.23%) Continuous Delivery
14 67 (17.45%) HTML
14 67 (17.45%) REST
14 67 (17.45%) Mentoring
15 66 (17.19%) CSS
15 66 (17.19%) Google Cloud Platform
16 64 (16.67%) SQL Server
16 64 (16.67%) Docker
16 64 (16.67%) AngularJS
17 63 (16.41%) Problem-Solving
18 61 (15.89%) ASP.NET
19 57 (14.84%) SQL
20 56 (14.58%) Finance
20 56 (14.58%) Google

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 39 (10.16%) Apache
2 21 (5.47%) nginx
3 20 (5.21%) CMS
3 20 (5.21%) eZ Publish
3 20 (5.21%) WordPress
4 15 (3.91%) Elasticsearch
5 14 (3.65%) Apache Spark
6 6 (1.56%) ColdFusion
7 3 (0.78%) IIS
7 3 (0.78%) MS Exchange
7 3 (0.78%) Tomcat
8 2 (0.52%) SharePoint
8 2 (0.52%) WebLogic
8 2 (0.52%) WebSphere
9 1 (0.26%) Alfresco
9 1 (0.26%) Drupal
9 1 (0.26%) GlassFish
9 1 (0.26%) JBoss
9 1 (0.26%) Oracle Spatial
9 1 (0.26%) Oracle Workflow
Applications
1 46 (11.98%) Chatbot
2 1 (0.26%) InVision
2 1 (0.26%) Maya
2 1 (0.26%) OmniGraffle
2 1 (0.26%) Simulink
Business Applications
1 1 (0.26%) Oracle EBS
1 1 (0.26%) Oracle EBS R12
1 1 (0.26%) Oracle Receivables
Cloud Services
1 161 (41.93%) Microsoft Azure
2 66 (17.19%) Google Cloud Platform
3 35 (9.11%) Cloud Computing
4 28 (7.29%) AWS CloudFormation
5 26 (6.77%) SaaS
6 21 (5.47%) AWS Lambda
6 21 (5.47%) Serverless
7 16 (4.17%) GitHub
7 16 (4.17%) Slack
8 14 (3.65%) IaaS
8 14 (3.65%) PaaS
9 9 (2.34%) Amazon S3
10 8 (2.08%) Office 365
11 7 (1.82%) Amazon EC2
12 6 (1.56%) Amazon CloudWatch
12 6 (1.56%) Amazon ElastiCache
12 6 (1.56%) Route 53
13 5 (1.30%) Datadog
13 5 (1.30%) G Suite
14 2 (0.52%) Amazon EMR
Communications & Networking
1 39 (10.16%) HTTP
2 22 (5.73%) Internet
3 17 (4.43%) Firewall
4 12 (3.13%) SSL
5 7 (1.82%) TCP/IP
6 6 (1.56%) Reverse Proxy
7 5 (1.30%) Intranet
7 5 (1.30%) Network Security
8 3 (0.78%) LAN
8 3 (0.78%) WAN
9 2 (0.52%) Cisco IOS
10 1 (0.26%) ADSL
10 1 (0.26%) Cisco ASA
10 1 (0.26%) DHCP
10 1 (0.26%) FCoE
10 1 (0.26%) iSCSI
10 1 (0.26%) Junos
10 1 (0.26%) Skype
10 1 (0.26%) VoIP
10 1 (0.26%) WLAN
Database & Business Intelligence
1 80 (20.83%) MySQL
2 64 (16.67%) SQL Server
3 52 (13.54%) PostgreSQL
4 43 (11.20%) Amazon DynamoDB
5 29 (7.55%) MongoDB
6 20 (5.21%) NoSQL
7 19 (4.95%) Relational Database
8 17 (4.43%) Big Data
9 14 (3.65%) RDBMS
10 11 (2.86%) Redis
11 10 (2.60%) Data Warehouse
11 10 (2.60%) Hadoop
12 9 (2.34%) Apache Cassandra
12 9 (2.34%) CouchDB
13 8 (2.08%) Amazon RDS
13 8 (2.08%) JasperReports
14 6 (1.56%) Event Store
15 3 (0.78%) Amazon Redshift
16 2 (0.52%) MariaDB
16 2 (0.52%) Sqoop
Development Applications
1 49 (12.76%) Git (software)
2 27 (7.03%) Jenkins
3 15 (3.91%) JIRA
4 13 (3.39%) Atlassian Bamboo
5 12 (3.13%) Cucumber
6 11 (2.86%) CircleCI
6 11 (2.86%) GoCD
7 10 (2.60%) Selenium
7 10 (2.60%) SpecFlow
8 9 (2.34%) Maven
9 6 (1.56%) Mercurial
9 6 (1.56%) Protractor
9 6 (1.56%) TeamCity
9 6 (1.56%) Vagrant
10 5 (1.30%) Gradle
10 5 (1.30%) MSBuild
10 5 (1.30%) Travis CI
11 3 (0.78%) Babel
11 3 (0.78%) Team Foundation Server
11 3 (0.78%) webpack
General
1 56 (14.58%) Finance
2 42 (10.94%) Marketing
3 35 (9.11%) Telecoms
4 34 (8.85%) Electronics
4 34 (8.85%) Manufacturing
5 14 (3.65%) Retail
6 6 (1.56%) Banking
7 5 (1.30%) Games
8 2 (0.52%) Legal
9 1 (0.26%) Aerospace
9 1 (0.26%) Avionics
9 1 (0.26%) Law
9 1 (0.26%) Military
Job Titles
1 101 (26.30%) Developer
2 86 (22.40%) Software Engineer
3 47 (12.24%) Senior Software Engineer
4 40 (10.42%) Architect
5 33 (8.59%) LAMP Developer
6 30 (7.81%) PHP Developer
7 29 (7.55%) Cloud Engineer
7 29 (7.55%) PHP LAMP Developer
8 24 (6.25%) Test Engineer
9 23 (5.99%) .NET Developer
10 21 (5.47%) Software Developer
11 20 (5.21%) Administrator
11 20 (5.21%) AWS Architect
11 20 (5.21%) Systems Administrator
12 19 (4.95%) Senior Developer
12 19 (4.95%) Technical Architect
13 18 (4.69%) Infrastructure Engineer
13 18 (4.69%) Linux Administrator
13 18 (4.69%) Linux Systems Administrator
13 18 (4.69%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 136 (35.42%) Web Services
2 80 (20.83%) .NET
3 70 (18.23%) Node.js
4 67 (17.45%) HTML
4 67 (17.45%) REST
5 66 (17.19%) CSS
6 64 (16.67%) AngularJS
7 61 (15.89%) ASP.NET
8 54 (14.06%) ASP.NET MVC
9 38 (9.90%) LAMP
10 27 (7.03%) jQuery
11 22 (5.73%) Django
11 22 (5.73%) Kafka
12 21 (5.47%) LEMP Stack
13 20 (5.21%) HTML5
13 20 (5.21%) MEAN Stack
14 18 (4.69%) RESTful
15 17 (4.43%) React
16 14 (3.65%) ASP.NET Web API
17 12 (3.13%) Akka
Miscellaneous
1 31 (8.07%) Greenfield Project
2 28 (7.29%) Analytical Skills
3 25 (6.51%) Algorithms
4 21 (5.47%) User Experience
5 18 (4.69%) Public Cloud
6 16 (4.17%) Blog
7 10 (2.60%) Self-Motivation
8 9 (2.34%) Hybrid Cloud
8 9 (2.34%) Internet of Things
9 4 (1.04%) Data Centre
10 3 (0.78%) Fintech
10 3 (0.78%) Linux Command Line
11 2 (0.52%) Enterprise Software
12 1 (0.26%) Cyberthreat
12 1 (0.26%) GPGPU
12 1 (0.26%) Hedge funds
12 1 (0.26%) LPAR
12 1 (0.26%) Management Information System
12 1 (0.26%) Mobile App
12 1 (0.26%) Reinsurance
Operating Systems
1 91 (23.70%) Linux
2 39 (10.16%) Windows
3 22 (5.73%) Ubuntu
3 22 (5.73%) Unix
4 12 (3.13%) Windows Server
5 8 (2.08%) Mac OS
6 6 (1.56%) CentOS
6 6 (1.56%) Red Hat Enterprise Linux
7 5 (1.30%) DC/OS
7 5 (1.30%) Windows Server 2008
8 2 (0.52%) Android
8 2 (0.52%) Solaris
9 1 (0.26%) AIX
9 1 (0.26%) Apple iOS
9 1 (0.26%) HPUX
9 1 (0.26%) Windows 10
Processes & Methodologies
1 176 (45.83%) Agile Software Development
2 116 (30.21%) Software Engineering
3 94 (24.48%) DevOps
4 91 (23.70%) Microservices
5 78 (20.31%) Continuous Integration
6 70 (18.23%) Continuous Delivery
6 70 (18.23%) MVC
7 67 (17.45%) Mentoring
8 63 (16.41%) Problem-Solving
9 54 (14.06%) Scrum
10 46 (11.98%) Coaching
10 46 (11.98%) Conversational UI
10 46 (11.98%) TDD
11 42 (10.94%) Test Automation
12 37 (9.64%) Business Intelligence
12 37 (9.64%) Configuration Management
12 37 (9.64%) Digital Marketing
13 36 (9.38%) OOP
14 34 (8.85%) OO
14 34 (8.85%) Programme Management
Programming Languages
1 119 (30.99%) JavaScript
2 110 (28.65%) C#
3 97 (25.26%) Python
4 95 (24.74%) Java
5 57 (14.84%) SQL
6 41 (10.68%) PHP
7 28 (7.29%) Ruby
8 27 (7.03%) Bash Shell
9 24 (6.25%) PowerShell
10 18 (4.69%) TypeScript
11 17 (4.43%) Clojure
12 16 (4.17%) Scala
13 10 (2.60%) C++
14 7 (1.82%) Perl
15 5 (1.30%) Go
15 5 (1.30%) Groovy
16 4 (1.04%) Shell Script
17 3 (0.78%) ES6
18 2 (0.52%) R
18 2 (0.52%) T-SQL
Qualifications
1 24 (6.25%) Microsoft Certification
2 23 (5.99%) AWS Certification
3 22 (5.73%) Security Cleared
4 21 (5.47%) MCSA
5 18 (4.69%) Degree
5 18 (4.69%) MCSE
6 12 (3.13%) Computer Science Degree
7 10 (2.60%) ISEB
7 10 (2.60%) ISTQB
8 5 (1.30%) SC Cleared
9 4 (1.04%) Cisco Certification
10 3 (0.78%) CCNA
11 2 (0.52%) TOGAF Certification
12 1 (0.26%) CCNP
12 1 (0.26%) CISSP
12 1 (0.26%) DV Cleared
12 1 (0.26%) MCT
12 1 (0.26%) PhD
12 1 (0.26%) SANS
12 1 (0.26%) SAS Certification
Quality Assurance & Compliance
1 14 (3.65%) SLA
2 5 (1.30%) QA
3 1 (0.26%) ISO/IEC 27001
System Software
1 64 (16.67%) Docker
2 11 (2.86%) Active Directory
3 8 (2.08%) VMware Infrastructure
4 7 (1.82%) Virtual Machines
5 6 (1.56%) Hyper-V
6 5 (1.30%) VirtualBox
7 2 (0.52%) VMware Server
8 1 (0.26%) NFS
8 1 (0.26%) Oracle RAC
Systems Management
1 43 (11.20%) Puppet
2 36 (9.38%) Kubernetes
3 28 (7.29%) Ansible
3 28 (7.29%) Terraform
4 23 (5.99%) Opscode Chef
5 17 (4.43%) ZABBIX
6 8 (2.08%) Docker Swarm
7 6 (1.56%) Packer
8 4 (1.04%) Salt
9 3 (0.78%) Grafana
9 3 (0.78%) Graphite
10 2 (0.52%) Microsoft Intune
10 2 (0.52%) SCVMM
10 2 (0.52%) Single Sign-On
11 1 (0.26%) Data Guard
11 1 (0.26%) HAProxy
11 1 (0.26%) Icinga
11 1 (0.26%) Kibana
11 1 (0.26%) linkerd
11 1 (0.26%) Rancher
Vendors
1 56 (14.58%) Google
2 45 (11.72%) Microsoft
3 43 (11.20%) VMware
4 35 (9.11%) SAP
5 16 (4.17%) Oracle
6 14 (3.65%) Cisco
6 14 (3.65%) Remedy
7 9 (2.34%) Atlassian
7 9 (2.34%) Splunk
8 6 (1.56%) Juniper
9 5 (1.30%) HP
9 5 (1.30%) NetApp
9 5 (1.30%) New Relic
9 5 (1.30%) Workday
10 4 (1.04%) Red Hat
11 3 (0.78%) CheckPoint
11 3 (0.78%) Genesys
11 3 (0.78%) Salesforce.com
11 3 (0.78%) Veeam
11 3 (0.78%) Verint