Period
to 16 November 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 16 November 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Bristol
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 20 41 58
Rank change year-on-year +21 +17 0
Permanent jobs citing Amazon AWS 379 281 145
As % of all permanent IT jobs advertised in Bristol 10.14% 7.30% 4.48%
As % of the Cloud Services category 48.16% 42.32% 40.96%
Number of salaries quoted 294 233 129
Bristol median annual salary £52,500 £52,500 £60,000
Median salary % change year-on-year - -12.50% +10.09%
10th Percentile £36,975 £37,500 £32,500
90th Percentile £74,625 £71,250 £78,750
South West median annual salary £52,500 £49,500 £50,000
% change year-on-year +6.06% -1.00% -4.76%

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 787 664 354
As % of all permanent IT jobs advertised in Bristol 21.06% 17.24% 10.94%
Number of salaries quoted 615 555 316
Bristol median annual salary £47,500 £50,000 £54,000
Median salary % change year-on-year -5.00% -7.41% +2.86%
10th Percentile £28,750 £30,350 £30,625
90th Percentile £72,500 £70,850 £86,250
South West median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -6.43%

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 16 November 2018.

Salary histogram for Amazon AWS in Bristol

For the 6 months to 16 November 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.

1 180 (47.49%) Agile Software Development
2 178 (46.97%) Microsoft Azure
3 130 (34.30%) Python
4 112 (29.55%) Java
5 101 (26.65%) DevOps
6 100 (26.39%) Software Engineering
7 86 (22.69%) Linux
8 85 (22.43%) JavaScript
9 83 (21.90%) Docker
10 82 (21.64%) C#
11 80 (21.11%) Web Services
12 69 (18.21%) Continuous Integration
13 66 (17.41%) Google Cloud Platform
14 64 (16.89%) Microservices
15 63 (16.62%) Google
16 61 (16.09%) Problem-Solving
17 58 (15.30%) Continuous Delivery
17 58 (15.30%) AngularJS
18 57 (15.04%) Microsoft
19 56 (14.78%) .NET
20 55 (14.51%) MySQL
20 55 (14.51%) TDD
21 54 (14.25%) SQL Server
22 53 (13.98%) SQL
22 53 (13.98%) Puppet
23 52 (13.72%) Node.js
24 51 (13.46%) MVC
25 50 (13.19%) Cloud Computing
26 49 (12.93%) Scrum
27 48 (12.66%) Finance

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 22 (5.80%) Apache
2 19 (5.01%) Apache Spark
3 18 (4.75%) CMS
4 17 (4.49%) eZ Publish
4 17 (4.49%) WordPress
5 11 (2.90%) Elasticsearch
6 5 (1.32%) OpenStack
7 3 (0.79%) IIS
7 3 (0.79%) nginx
8 2 (0.53%) Apache Pig
8 2 (0.53%) Mattermost
8 2 (0.53%) Oracle Workflow
8 2 (0.53%) Tomcat
8 2 (0.53%) XWiki
9 1 (0.26%) CloudStack
9 1 (0.26%) ColdFusion
9 1 (0.26%) Exchange Server 2010
9 1 (0.26%) MS Exchange
9 1 (0.26%) Umbraco
Applications
1 24 (6.33%) Chatbot
2 1 (0.26%) Maya
2 1 (0.26%) Simulink
Business Applications
1 2 (0.53%) Magento
1 2 (0.53%) Oracle EBS R12
1 2 (0.53%) Shopify
2 1 (0.26%) Oracle EBS
2 1 (0.26%) Oracle Receivables
Cloud Services
1 178 (46.97%) Microsoft Azure
2 66 (17.41%) Google Cloud Platform
3 50 (13.19%) Cloud Computing
4 45 (11.87%) SaaS
5 25 (6.60%) Serverless
6 24 (6.33%) AWS CloudFormation
7 21 (5.54%) AWS Lambda
7 21 (5.54%) PaaS
8 18 (4.75%) IaaS
9 13 (3.43%) Amazon S3
9 13 (3.43%) GitHub
10 12 (3.17%) Amazon EC2
11 11 (2.90%) Office 365
11 11 (2.90%) Slack
12 8 (2.11%) Amazon CloudWatch
13 6 (1.58%) Amazon Kinesis
14 5 (1.32%) G Suite
15 2 (0.53%) Datadog
15 2 (0.53%) OpenShift
15 2 (0.53%) Sage Pay
Communications & Networking
1 22 (5.80%) Firewall
2 20 (5.28%) HTTP
2 20 (5.28%) Internet
3 14 (3.69%) TCP/IP
4 11 (2.90%) SSL
5 8 (2.11%) DNS
5 8 (2.11%) Network Security
6 7 (1.85%) LAN
6 7 (1.85%) WAN
7 6 (1.58%) BGP
7 6 (1.58%) SNMP
7 6 (1.58%) VPN
8 5 (1.32%) ADSL
8 5 (1.32%) Ethernet
8 5 (1.32%) Intranet
8 5 (1.32%) MPLS
8 5 (1.32%) OSPF
8 5 (1.32%) VoIP
8 5 (1.32%) VRRP
8 5 (1.32%) WLAN
Database & Business Intelligence
1 55 (14.51%) MySQL
2 54 (14.25%) SQL Server
3 44 (11.61%) PostgreSQL
4 36 (9.50%) MongoDB
5 30 (7.92%) Hadoop
5 30 (7.92%) NoSQL
6 29 (7.65%) Big Data
7 26 (6.86%) Amazon DynamoDB
8 23 (6.07%) Relational Database
9 19 (5.01%) Amazon RDS
10 18 (4.75%) Apache Cassandra
10 18 (4.75%) RDBMS
11 14 (3.69%) Data Warehouse
12 12 (3.17%) Amazon Redshift
12 12 (3.17%) CouchDB
13 7 (1.85%) MarkLogic
13 7 (1.85%) Neo4j
14 6 (1.58%) Event Store
14 6 (1.58%) Redis
15 4 (1.06%) Power BI
Development Applications
1 45 (11.87%) Jenkins
2 22 (5.80%) Git (software)
3 20 (5.28%) JIRA
4 17 (4.49%) Atlassian Bamboo
5 13 (3.43%) TeamCity
6 8 (2.11%) GoCD
7 7 (1.85%) Maven
8 6 (1.58%) CircleCI
8 6 (1.58%) Mercurial
8 6 (1.58%) Team Foundation Server
9 5 (1.32%) MSBuild
9 5 (1.32%) Octopus Deploy
10 4 (1.06%) Selenium
10 4 (1.06%) Travis CI
10 4 (1.06%) Vagrant
10 4 (1.06%) Visual Studio Team System
11 2 (0.53%) Cucumber
11 2 (0.53%) JMeter
11 2 (0.53%) Subversion
11 2 (0.53%) Visual Studio
General
1 48 (12.66%) Finance
2 29 (7.65%) Telecoms
3 28 (7.39%) Marketing
4 22 (5.80%) Manufacturing
5 20 (5.28%) Electronics
6 13 (3.43%) Retail
7 6 (1.58%) Games
8 4 (1.06%) Legal
9 3 (0.79%) Aerospace
9 3 (0.79%) Banking
10 2 (0.53%) Automotive
10 2 (0.53%) Back Office
11 1 (0.26%) Avionics
Job Titles
1 81 (21.37%) Developer
2 62 (16.36%) Software Engineer
3 54 (14.25%) Architect
4 33 (8.71%) Software Developer
5 28 (7.39%) AWS Architect
6 27 (7.12%) Solutions Architect
7 26 (6.86%) Administrator
7 26 (6.86%) Security Engineer
7 26 (6.86%) Systems Administrator
8 24 (6.33%) .NET Developer
9 23 (6.07%) DevOps Engineer
9 23 (6.07%) Linux Administrator
9 23 (6.07%) Linux Systems Administrator
9 23 (6.07%) Senior Software Engineer
10 22 (5.80%) Cybersecurity Engineer
11 20 (5.28%) Cloud Administrator
12 18 (4.75%) AWS Solutions Architect
12 18 (4.75%) Cloud Architect
13 17 (4.49%) Analyst
13 17 (4.49%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 80 (21.11%) Web Services
2 58 (15.30%) AngularJS
3 56 (14.78%) .NET
4 52 (13.72%) Node.js
5 46 (12.14%) HTML
6 42 (11.08%) ASP.NET
6 42 (11.08%) REST
7 37 (9.76%) CSS
8 35 (9.23%) ASP.NET MVC
9 17 (4.49%) MEAN Stack
9 17 (4.49%) XML
10 16 (4.22%) Kafka
10 16 (4.22%) Ruby on Rails
11 15 (3.96%) LAMP
11 15 (3.96%) RESTful
12 14 (3.69%) Spring
13 13 (3.43%) HTML5
14 12 (3.17%) ASP.NET Web API
14 12 (3.17%) React
15 9 (2.37%) SOAP
Miscellaneous
1 29 (7.65%) Public Cloud
2 26 (6.86%) User Experience
3 25 (6.60%) Greenfield Project
4 20 (5.28%) Analytical Skills
4 20 (5.28%) Computer Science
4 20 (5.28%) Data Centre
5 19 (5.01%) Algorithms
6 14 (3.69%) Hybrid Cloud
7 12 (3.17%) Blog
8 9 (2.37%) Client/Server
9 8 (2.11%) Management Information System
10 7 (1.85%) Cyberthreat
10 7 (1.85%) Driving Licence
11 5 (1.32%) Digital Media
12 3 (0.79%) Self-Motivation
13 2 (0.53%) Enterprise Software
13 2 (0.53%) Fintech
13 2 (0.53%) Internet of Things
13 2 (0.53%) Private Cloud
14 1 (0.26%) Security Operations Centre
Operating Systems
1 86 (22.69%) Linux
2 39 (10.29%) Windows
3 22 (5.80%) Ubuntu
3 22 (5.80%) Unix
4 10 (2.64%) CentOS
4 10 (2.64%) Windows Server
5 6 (1.58%) Windows Server 2012
6 3 (0.79%) Red Hat Enterprise Linux
6 3 (0.79%) Windows Server 2008
7 2 (0.53%) DC/OS
8 1 (0.26%) Debian
8 1 (0.26%) Windows 10
Processes & Methodologies
1 180 (47.49%) Agile Software Development
2 101 (26.65%) DevOps
3 100 (26.39%) Software Engineering
4 69 (18.21%) Continuous Integration
5 64 (16.89%) Microservices
6 61 (16.09%) Problem-Solving
7 58 (15.30%) Continuous Delivery
8 55 (14.51%) TDD
9 51 (13.46%) MVC
10 49 (12.93%) Scrum
11 46 (12.14%) Artificial Intelligence
12 41 (10.82%) Configuration Management
12 41 (10.82%) Mentoring
13 39 (10.29%) Machine Learning
14 36 (9.50%) Continuous Improvement
15 35 (9.23%) Business Intelligence
16 32 (8.44%) BDD
17 30 (7.92%) Service Delivery
18 29 (7.65%) Cybersecurity
19 27 (7.12%) Continuous Deployment
Programming Languages
1 130 (34.30%) Python
2 112 (29.55%) Java
3 85 (22.43%) JavaScript
4 82 (21.64%) C#
5 53 (13.98%) SQL
6 40 (10.55%) Ruby
7 37 (9.76%) Bash Shell
8 33 (8.71%) PowerShell
9 31 (8.18%) C++
10 19 (5.01%) PHP
11 18 (4.75%) TypeScript
12 12 (3.17%) T-SQL
13 11 (2.90%) PL/SQL
14 10 (2.64%) Go
15 9 (2.37%) R
16 8 (2.11%) C
17 7 (1.85%) Perl
17 7 (1.85%) Scala
18 6 (1.58%) Clojure
19 2 (0.53%) Shell Script
Qualifications
1 41 (10.82%) Security Cleared
2 28 (7.39%) Degree
3 24 (6.33%) AWS Certification
4 23 (6.07%) Computer Science Degree
4 23 (6.07%) MCSA
4 23 (6.07%) Microsoft Certification
5 22 (5.80%) MCSE
6 14 (3.69%) SC Cleared
7 6 (1.58%) Cisco Certification
8 5 (1.32%) MCT
9 4 (1.06%) CCNA
9 4 (1.06%) ISEB
10 2 (0.53%) CCNP
10 2 (0.53%) Oracle Certification
10 2 (0.53%) PhD
10 2 (0.53%) TOGAF Certification
11 1 (0.26%) CISSP
11 1 (0.26%) ISTQB
11 1 (0.26%) Master's Degree
11 1 (0.26%) SANS
Quality Assurance & Compliance
1 28 (7.39%) QA
2 18 (4.75%) SLA
3 4 (1.06%) PMO
4 2 (0.53%) Cyber Essentials
4 2 (0.53%) ISO 9001
4 2 (0.53%) ISO/IEC 20000
5 1 (0.26%) Data Quality
5 1 (0.26%) ISO/IEC 27001
System Software
1 83 (21.90%) Docker
2 14 (3.69%) VMware Infrastructure
3 9 (2.37%) Active Directory
4 8 (2.11%) VMware Server
5 5 (1.32%) NFS
5 5 (1.32%) Virtual Machines
6 3 (0.79%) Hyper-V
7 2 (0.53%) VirtualBox
8 1 (0.26%) Apache ZooKeeper
8 1 (0.26%) etcd
8 1 (0.26%) KVM
8 1 (0.26%) VMware ESXi
8 1 (0.26%) Xen
Systems Management
1 53 (13.98%) Puppet
2 34 (8.97%) Kubernetes
3 28 (7.39%) Opscode Chef
4 24 (6.33%) Ansible
5 20 (5.28%) Terraform
6 19 (5.01%) ZABBIX
7 5 (1.32%) Graphite
7 5 (1.32%) Salt
8 4 (1.06%) Docker Swarm
8 4 (1.06%) Packer
9 3 (0.79%) Grafana
9 3 (0.79%) Kibana
9 3 (0.79%) SCVMM
10 2 (0.53%) logstash
10 2 (0.53%) Mesos
10 2 (0.53%) Prometheus
11 1 (0.26%) linkerd
11 1 (0.26%) Rancher
11 1 (0.26%) Single Sign-On
11 1 (0.26%) SmoothWall
Vendors
1 63 (16.62%) Google
2 57 (15.04%) Microsoft
3 26 (6.86%) VMware
4 20 (5.28%) Oracle
4 20 (5.28%) SAP
5 19 (5.01%) Remedy
6 14 (3.69%) Cisco
6 14 (3.69%) Red Hat
7 13 (3.43%) Atlassian
8 9 (2.37%) Splunk
9 8 (2.11%) Juniper
10 7 (1.85%) CheckPoint
11 6 (1.58%) SolarWinds
12 5 (1.32%) Brocade
12 5 (1.32%) BT
12 5 (1.32%) Forcepoint
12 5 (1.32%) McAfee
12 5 (1.32%) Sophos
12 5 (1.32%) Tableau
12 5 (1.32%) WatchGuard