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

Amazon Web Services (AWS)
South West > Bristol
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 31 42 73
Rank change year-on-year +11 +31 -11
Permanent jobs citing Amazon AWS 315 257 123
As % of all permanent IT jobs advertised in Bristol 8.48% 6.86% 3.72%
As % of the Cloud Services category 45.13% 43.49% 36.50%
Number of salaries quoted 257 215 101
Bristol median annual salary £52,500 £52,000 £55,000
Median salary % change year-on-year +0.96% -5.45% -8.33%
10th Percentile £34,175 £36,250 £32,500
90th Percentile £75,000 £71,250 £71,250
South West median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -9.52%

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 698 591 337
As % of all permanent IT jobs advertised in Bristol 18.79% 15.77% 10.20%
Number of salaries quoted 565 490 289
Bristol median annual salary £47,500 £47,500 £51,000
Median salary % change year-on-year - -6.86% -7.27%
10th Percentile £27,200 £31,175 £27,900
90th Percentile £72,500 £70,250 £82,500
South West median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -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 24 September 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 September 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 - 1 £42,500 -
Amazon AWS
South West

For the 6 months to 24 September 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.

1 163 (51.75%) Microsoft Azure
2 157 (49.84%) Agile Software Development
3 131 (41.59%) Python
4 111 (35.24%) Java
5 107 (33.97%) DevOps
6 90 (28.57%) Linux
7 85 (26.98%) Docker
8 74 (23.49%) Software Engineering
9 66 (20.95%) C#
10 58 (18.41%) JavaScript
10 58 (18.41%) Puppet
11 56 (17.78%) Continuous Integration
12 53 (16.83%) Web Services
13 51 (16.19%) SQL
14 48 (15.24%) Continuous Delivery
15 47 (14.92%) Scrum
15 47 (14.92%) Jenkins
16 46 (14.60%) Google
17 45 (14.29%) Cloud Computing
18 44 (13.97%) Microsoft
18 44 (13.97%) Windows
19 43 (13.65%) Ruby
19 43 (13.65%) Opscode Chef
19 43 (13.65%) SaaS
20 42 (13.33%) Hadoop
21 41 (13.02%) Google Cloud Platform
22 40 (12.70%) Problem-Solving
22 40 (12.70%) SQL Server
23 39 (12.38%) MySQL
23 39 (12.38%) .NET

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 24 (7.62%) Apache Spark
2 12 (3.81%) Apache
2 12 (3.81%) Elasticsearch
3 8 (2.54%) Apache Pig
3 8 (2.54%) IIS
4 5 (1.59%) OpenStack
5 3 (0.95%) CMS
5 3 (0.95%) Mattermost
5 3 (0.95%) nginx
5 3 (0.95%) XWiki
6 2 (0.63%) eZ Publish
6 2 (0.63%) Tomcat
6 2 (0.63%) WordPress
7 1 (0.32%) CloudStack
7 1 (0.32%) Drupal
7 1 (0.32%) Exchange Server 2010
7 1 (0.32%) MS Exchange
7 1 (0.32%) Oracle Workflow
7 1 (0.32%) SAS
7 1 (0.32%) Umbraco
Applications
1 9 (2.86%) Chatbot
2 1 (0.32%) Maya
Business Applications
1 2 (0.63%) Magento
1 2 (0.63%) Shopify
2 1 (0.32%) Oracle EBS R12
Cloud Services
1 163 (51.75%) Microsoft Azure
2 45 (14.29%) Cloud Computing
3 43 (13.65%) SaaS
4 41 (13.02%) Google Cloud Platform
5 30 (9.52%) Serverless
6 27 (8.57%) Amazon S3
7 26 (8.25%) Amazon EC2
8 24 (7.62%) PaaS
9 22 (6.98%) Amazon Kinesis
10 20 (6.35%) IaaS
10 20 (6.35%) Office 365
11 15 (4.76%) AWS CloudFormation
12 12 (3.81%) AWS Lambda
12 12 (3.81%) GitHub
13 10 (3.17%) Amazon CloudWatch
14 8 (2.54%) AWS OpsWorks
15 6 (1.90%) Amazon EMR
16 3 (0.95%) npm
16 3 (0.95%) Yarn
17 2 (0.63%) IBM Cloud
Communications & Networking
1 19 (6.03%) Firewall
2 15 (4.76%) Network Security
3 13 (4.13%) Internet
4 11 (3.49%) TCP/IP
5 10 (3.17%) SMS
6 9 (2.86%) DNS
7 7 (2.22%) SNMP
8 5 (1.59%) BGP
8 5 (1.59%) LAN
8 5 (1.59%) VPN
8 5 (1.59%) WAN
9 4 (1.27%) ADSL
9 4 (1.27%) DHCP
9 4 (1.27%) Ethernet
9 4 (1.27%) MPLS
9 4 (1.27%) OSPF
9 4 (1.27%) SMTP
9 4 (1.27%) VoIP
9 4 (1.27%) VRRP
9 4 (1.27%) WLAN
Database & Business Intelligence
1 42 (13.33%) Hadoop
2 40 (12.70%) SQL Server
3 39 (12.38%) MySQL
4 37 (11.75%) MongoDB
5 35 (11.11%) Big Data
6 34 (10.79%) PostgreSQL
7 32 (10.16%) NoSQL
8 26 (8.25%) Amazon Redshift
9 25 (7.94%) Amazon RDS
10 21 (6.67%) Relational Database
11 20 (6.35%) Amazon DynamoDB
11 20 (6.35%) Apache Cassandra
12 16 (5.08%) RDBMS
13 14 (4.44%) Neo4j
14 11 (3.49%) Data Warehouse
14 11 (3.49%) Power BI
15 9 (2.86%) Apache Hive
15 9 (2.86%) CouchDB
16 8 (2.54%) Presto
17 7 (2.22%) Redis
Development Applications
1 47 (14.92%) Jenkins
2 30 (9.52%) Git (software)
3 20 (6.35%) JIRA
4 18 (5.71%) Atlassian Bamboo
4 18 (5.71%) TeamCity
5 13 (4.13%) Octopus Deploy
6 7 (2.22%) Maven
6 7 (2.22%) Visual Studio
7 6 (1.90%) Team Foundation Server
8 4 (1.27%) GoCD
8 4 (1.27%) Selenium
8 4 (1.27%) Visual Studio Team System
9 3 (0.95%) Cucumber
9 3 (0.95%) gulp
9 3 (0.95%) JMeter
10 2 (0.63%) GitLab
10 2 (0.63%) Travis CI
10 2 (0.63%) Vagrant
11 1 (0.32%) Gatling
11 1 (0.32%) MSBuild
General
1 37 (11.75%) Finance
2 20 (6.35%) Telecoms
3 18 (5.71%) Marketing
4 13 (4.13%) Manufacturing
5 11 (3.49%) Electronics
5 11 (3.49%) Retail
6 6 (1.90%) Banking
7 5 (1.59%) Games
8 4 (1.27%) Legal
9 2 (0.63%) Aerospace
9 2 (0.63%) Automotive
9 2 (0.63%) Back Office
10 1 (0.32%) Advertising
10 1 (0.32%) Financial Institution
Job Titles
1 61 (19.37%) Developer
2 45 (14.29%) Architect
3 39 (12.38%) AWS Engineer
4 38 (12.06%) DevOps Engineer
5 37 (11.75%) Software Engineer
6 22 (6.98%) .NET Developer
6 22 (6.98%) Administrator
6 22 (6.98%) Analyst
6 22 (6.98%) AWS Architect
6 22 (6.98%) Software Developer
6 22 (6.98%) Solutions Architect
6 22 (6.98%) Systems Administrator
7 19 (6.03%) Cybersecurity Engineer
7 19 (6.03%) Security Engineer
8 18 (5.71%) Cloud Architect
8 18 (5.71%) Linux Engineer
9 15 (4.76%) AWS Solutions Architect
9 15 (4.76%) Cloud Administrator
9 15 (4.76%) Cloud Developer
9 15 (4.76%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 53 (16.83%) Web Services
2 39 (12.38%) .NET
3 38 (12.06%) HTML
4 36 (11.43%) AngularJS
5 29 (9.21%) CSS
6 27 (8.57%) Node.js
7 22 (6.98%) XML
8 17 (5.40%) REST
8 17 (5.40%) RESTful
9 16 (5.08%) ASP.NET
9 16 (5.08%) Ruby on Rails
10 15 (4.76%) ASP.NET Web API
10 15 (4.76%) HTML5
11 14 (4.44%) Spring
12 13 (4.13%) .NET Core
12 13 (4.13%) ASP.NET MVC
13 12 (3.81%) Kafka
14 11 (3.49%) Elastic Stack
15 9 (2.86%) Pandas
15 9 (2.86%) React
Miscellaneous
1 24 (7.62%) Public Cloud
2 23 (7.30%) User Experience
3 21 (6.67%) Data Centre
4 19 (6.03%) Computer Science
5 14 (4.44%) Algorithms
6 13 (4.13%) Analytical Skills
6 13 (4.13%) Greenfield Project
7 10 (3.17%) Hybrid Cloud
7 10 (3.17%) Management Information System
8 9 (2.86%) Client/Server
9 7 (2.22%) Cyberthreat
9 7 (2.22%) Driving Licence
10 6 (1.90%) Clustering
10 6 (1.90%) Private Cloud
11 5 (1.59%) Digital Media
11 5 (1.59%) Enterprise Software
12 4 (1.27%) NHS
13 3 (0.95%) Fintech
14 2 (0.63%) Blog
14 2 (0.63%) Internet of Things
Operating Systems
1 90 (28.57%) Linux
2 44 (13.97%) Windows
3 15 (4.76%) CentOS
3 15 (4.76%) Windows Server
4 11 (3.49%) Ubuntu
5 9 (2.86%) Red Hat Enterprise Linux
5 9 (2.86%) Unix
6 6 (1.90%) Windows Server 2012
7 1 (0.32%) Debian
7 1 (0.32%) Oracle Linux
7 1 (0.32%) Windows 10
7 1 (0.32%) Windows Server 2008
Processes & Methodologies
1 157 (49.84%) Agile Software Development
2 107 (33.97%) DevOps
3 74 (23.49%) Software Engineering
4 56 (17.78%) Continuous Integration
5 48 (15.24%) Continuous Delivery
6 47 (14.92%) Scrum
7 40 (12.70%) Problem-Solving
8 38 (12.06%) Machine Learning
8 38 (12.06%) TDD
9 37 (11.75%) Artificial Intelligence
10 36 (11.43%) Business Intelligence
11 34 (10.79%) Microservices
12 32 (10.16%) Configuration Management
13 29 (9.21%) BDD
14 28 (8.89%) Service Delivery
15 26 (8.25%) Cybersecurity
15 26 (8.25%) ITIL
16 25 (7.94%) Continuous Improvement
16 25 (7.94%) Data Science
17 24 (7.62%) ETL
Programming Languages
1 131 (41.59%) Python
2 111 (35.24%) Java
3 66 (20.95%) C#
4 58 (18.41%) JavaScript
5 51 (16.19%) SQL
6 43 (13.65%) Ruby
7 36 (11.43%) PowerShell
8 31 (9.84%) C++
9 25 (7.94%) Bash Shell
10 16 (5.08%) TypeScript
11 12 (3.81%) T-SQL
12 11 (3.49%) C
13 10 (3.17%) PL/SQL
13 10 (3.17%) R
14 9 (2.86%) Go
15 8 (2.54%) Scala
16 7 (2.22%) PHP
17 3 (0.95%) ES6
18 2 (0.63%) Java 8
18 2 (0.63%) Perl
Qualifications
1 37 (11.75%) Security Cleared
2 23 (7.30%) Degree
3 21 (6.67%) SC Cleared
4 18 (5.71%) Computer Science Degree
5 15 (4.76%) Microsoft Certification
6 14 (4.44%) MCSA
7 13 (4.13%) MCSE
8 10 (3.17%) AWS Certification
9 6 (1.90%) Cisco Certification
10 4 (1.27%) CCNA
10 4 (1.27%) ISEB
10 4 (1.27%) MCT
11 2 (0.63%) CCNP
11 2 (0.63%) CISA
11 2 (0.63%) CISM
11 2 (0.63%) CISSP
11 2 (0.63%) GIAC
11 2 (0.63%) Oracle Certification
11 2 (0.63%) PhD
11 2 (0.63%) SSCP
Quality Assurance & Compliance
1 36 (11.43%) QA
2 6 (1.90%) SLA
3 4 (1.27%) ISO/IEC 27001
3 4 (1.27%) PMO
4 2 (0.63%) COBIT
4 2 (0.63%) Cyber Essentials
4 2 (0.63%) GDPR
4 2 (0.63%) ISO 9001
4 2 (0.63%) ISO/IEC 20000
4 2 (0.63%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (0.32%) Data Quality
System Software
1 85 (26.98%) Docker
2 19 (6.03%) VMware Infrastructure
3 12 (3.81%) Active Directory
4 11 (3.49%) VMware Server
5 4 (1.27%) NFS
6 3 (0.95%) Virtual Machines
7 2 (0.63%) Hyper-V
8 1 (0.32%) Apache ZooKeeper
8 1 (0.32%) etcd
8 1 (0.32%) KVM
8 1 (0.32%) VMware ESXi
8 1 (0.32%) Xen
Systems Management
1 58 (18.41%) Puppet
2 43 (13.65%) Opscode Chef
3 27 (8.57%) Ansible
4 24 (7.62%) Kubernetes
5 11 (3.49%) Terraform
6 10 (3.17%) ZABBIX
7 3 (0.95%) Kibana
7 3 (0.95%) SCVMM
7 3 (0.95%) SolarWinds Orion
8 2 (0.63%) Graphite
8 2 (0.63%) logstash
8 2 (0.63%) Mesos
8 2 (0.63%) Packer
8 2 (0.63%) Prometheus
8 2 (0.63%) Salt
8 2 (0.63%) SCOM
8 2 (0.63%) Single Sign-On
9 1 (0.32%) linkerd
9 1 (0.32%) Oozie
9 1 (0.32%) WSUS
Vendors
1 46 (14.60%) Google
2 44 (13.97%) Microsoft
3 26 (8.25%) VMware
4 21 (6.67%) Oracle
5 20 (6.35%) Red Hat
6 17 (5.40%) Atlassian
7 16 (5.08%) Cisco
8 11 (3.49%) CheckPoint
8 11 (3.49%) Juniper
8 11 (3.49%) Remedy
8 11 (3.49%) SAP
8 11 (3.49%) Tableau
9 8 (2.54%) SolarWinds
10 7 (2.22%) McAfee
11 5 (1.59%) NetApp
11 5 (1.59%) Splunk
12 4 (1.27%) EMC
12 4 (1.27%) Meraki
12 4 (1.27%) Siemens
12 4 (1.27%) Sophos