Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South West > Bristol
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 31 47 66
Rank change year-on-year +16 +19 +10
Permanent jobs citing Amazon AWS 310 239 144
As % of all permanent IT jobs advertised in Bristol 7.98% 6.26% 4.10%
As % of the Cloud Services category 46.69% 42.99% 43.77%
Number of salaries quoted 257 207 116
Bristol median annual salary £50,000 £52,500 £55,000
Median salary % change year-on-year -4.76% -4.55% -
10th Percentile £31,500 £33,550 £33,750
90th Percentile £77,500 £72,500 £85,000
South West median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -5.00%

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 664 556 329
As % of all permanent IT jobs advertised in Bristol 17.10% 14.56% 9.37%
Number of salaries quoted 544 480 279
Bristol median annual salary £47,000 £47,500 £47,500
Median salary % change year-on-year -1.05% - -5.00%
10th Percentile £27,500 £28,500 £26,250
90th Percentile £72,500 £72,500 £75,000
South West median annual salary £45,000 £43,500 £40,000
% change year-on-year +3.45% +8.75% -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 19 July 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 19 July 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 19 July 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.

1 165 (53.23%) Agile Software Development
2 137 (44.19%) Microsoft Azure
3 118 (38.06%) Python
4 107 (34.52%) DevOps
5 105 (33.87%) Java
6 87 (28.06%) Linux
7 82 (26.45%) SQL
8 72 (23.23%) C#
8 72 (23.23%) Docker
9 71 (22.90%) Software Engineering
10 62 (20.00%) JavaScript
11 59 (19.03%) Web Services
11 59 (19.03%) Big Data
12 58 (18.71%) Scrum
13 55 (17.74%) Continuous Integration
14 51 (16.45%) HTML
15 50 (16.13%) Business Intelligence
16 49 (15.81%) Hadoop
16 49 (15.81%) Puppet
16 49 (15.81%) Amazon Redshift
17 47 (15.16%) Windows
18 46 (14.84%) NoSQL
19 45 (14.52%) .NET
20 44 (14.19%) CSS
20 44 (14.19%) MongoDB
20 44 (14.19%) Artificial Intelligence
20 44 (14.19%) Problem-Solving
21 43 (13.87%) ETL
22 41 (13.23%) Finance
22 41 (13.23%) Opscode Chef

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 38 (12.26%) Apache Spark
2 24 (7.74%) Elasticsearch
3 17 (5.48%) Apache Pig
4 8 (2.58%) IIS
5 7 (2.26%) Apache
6 5 (1.61%) GeoServer
6 5 (1.61%) nginx
7 3 (0.97%) Confluence
7 3 (0.97%) Drupal
7 3 (0.97%) Mattermost
7 3 (0.97%) XWiki
8 2 (0.65%) Alfresco
8 2 (0.65%) CMS
8 2 (0.65%) ColdFusion
8 2 (0.65%) JBoss
8 2 (0.65%) Joomla!
8 2 (0.65%) MS Exchange
8 2 (0.65%) Tomcat
9 1 (0.32%) Oracle Workflow
9 1 (0.32%) SharePoint
Applications
1 11 (3.55%) Chatbot
Business Applications
1 5 (1.61%) Magento
1 5 (1.61%) Shopify
2 1 (0.32%) Oracle EBS R12
2 1 (0.32%) WebTrends
Cloud Services
1 137 (44.19%) Microsoft Azure
2 40 (12.90%) SaaS
3 36 (11.61%) Amazon Kinesis
4 34 (10.97%) Serverless
5 32 (10.32%) Amazon EC2
5 32 (10.32%) Google Cloud Platform
6 31 (10.00%) Amazon S3
7 24 (7.74%) Cloud Computing
8 23 (7.42%) GitHub
8 23 (7.42%) PaaS
9 22 (7.10%) IaaS
9 22 (7.10%) Office 365
10 15 (4.84%) Amazon EMR
11 10 (3.23%) AWS Lambda
11 10 (3.23%) AWS OpsWorks
12 9 (2.90%) Amazon CloudWatch
13 8 (2.58%) npm
14 7 (2.26%) AWS CloudFormation
15 4 (1.29%) Yarn
16 3 (0.97%) Slack
Communications & Networking
1 18 (5.81%) SMS
2 16 (5.16%) Firewall
3 13 (4.19%) Network Security
4 10 (3.23%) TCP/IP
5 9 (2.90%) DNS
5 9 (2.90%) Internet
6 7 (2.26%) SNMP
7 6 (1.94%) WAN
8 5 (1.61%) LAN
8 5 (1.61%) MQTT
8 5 (1.61%) SSL
9 4 (1.29%) BGP
9 4 (1.29%) DHCP
9 4 (1.29%) SMTP
9 4 (1.29%) VPN
10 3 (0.97%) ADSL
10 3 (0.97%) Ethernet
10 3 (0.97%) VoIP
10 3 (0.97%) VRRP
10 3 (0.97%) WLAN
Database & Business Intelligence
1 59 (19.03%) Big Data
2 49 (15.81%) Amazon Redshift
2 49 (15.81%) Hadoop
3 46 (14.84%) NoSQL
4 44 (14.19%) MongoDB
5 38 (12.26%) SQL Server
6 36 (11.61%) MySQL
7 35 (11.29%) PostgreSQL
8 28 (9.03%) Relational Database
9 27 (8.71%) RDBMS
10 25 (8.06%) Amazon RDS
11 20 (6.45%) Data Warehouse
11 20 (6.45%) Power BI
12 19 (6.13%) Amazon DynamoDB
12 19 (6.13%) Apache Cassandra
13 18 (5.81%) Apache Hive
14 17 (5.48%) Presto
15 16 (5.16%) Redis
16 15 (4.84%) Neo4j
16 15 (4.84%) Spotfire
Development Applications
1 39 (12.58%) Git (software)
2 38 (12.26%) Jenkins
3 23 (7.42%) JIRA
4 19 (6.13%) Atlassian Bamboo
5 15 (4.84%) Octopus Deploy
6 14 (4.52%) TeamCity
7 10 (3.23%) Visual Studio
8 6 (1.94%) Cucumber
8 6 (1.94%) Maven
9 5 (1.61%) Babel
10 4 (1.29%) GoCD
10 4 (1.29%) gulp
10 4 (1.29%) Mocha
10 4 (1.29%) Selenium
10 4 (1.29%) Team Foundation Server
10 4 (1.29%) webpack
11 3 (0.97%) JMeter
11 3 (0.97%) Mercurial
12 2 (0.65%) JUnit
12 2 (0.65%) Subversion
General
1 41 (13.23%) Finance
2 21 (6.77%) Telecoms
3 20 (6.45%) Marketing
4 17 (5.48%) Electronics
5 15 (4.84%) Retail
6 12 (3.87%) Manufacturing
7 10 (3.23%) Banking
8 3 (0.97%) Legal
9 2 (0.65%) Advertising
9 2 (0.65%) Aerospace
9 2 (0.65%) Automotive
9 2 (0.65%) Back Office
10 1 (0.32%) Financial Institution
10 1 (0.32%) Games
Job Titles
1 74 (23.87%) Developer
2 52 (16.77%) AWS Engineer
3 35 (11.29%) DevOps Engineer
4 32 (10.32%) Architect
5 23 (7.42%) Analyst
5 23 (7.42%) Data Engineer
5 23 (7.42%) Software Developer
6 22 (7.10%) Software Engineer
7 21 (6.77%) .NET Developer
8 16 (5.16%) Linux Engineer
8 16 (5.16%) Senior Data Engineer
9 15 (4.84%) Hadoop Engineer
9 15 (4.84%) Senior Hadoop Engineer
10 13 (4.19%) Administrator
10 13 (4.19%) Systems Administrator
11 12 (3.87%) Cloud Architect
11 12 (3.87%) Cloud Developer
11 12 (3.87%) Data Scientist
12 11 (3.55%) Cybersecurity Engineer
12 11 (3.55%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 59 (19.03%) Web Services
2 51 (16.45%) HTML
3 45 (14.52%) .NET
4 44 (14.19%) CSS
5 27 (8.71%) AngularJS
6 26 (8.39%) RESTful
7 24 (7.74%) HTML5
8 23 (7.42%) XML
9 22 (7.10%) Node.js
9 22 (7.10%) REST
10 20 (6.45%) Kafka
11 17 (5.48%) .NET Core
11 17 (5.48%) ASP.NET
11 17 (5.48%) Pandas
12 16 (5.16%) ASP.NET Web API
13 15 (4.84%) MLlib
14 14 (4.52%) ASP.NET MVC
14 14 (4.52%) Elastic Stack
15 13 (4.19%) React
15 13 (4.19%) Spring
Miscellaneous
1 27 (8.71%) User Experience
2 19 (6.13%) Algorithms
2 19 (6.13%) Clustering
2 19 (6.13%) Data Centre
3 16 (5.16%) Management Information System
4 13 (4.19%) Analytical Skills
4 13 (4.19%) Computer Science
4 13 (4.19%) Greenfield Project
5 10 (3.23%) Public Cloud
6 7 (2.26%) Client/Server
6 7 (2.26%) Private Cloud
7 5 (1.61%) Digital Media
7 5 (1.61%) Enterprise Software
7 5 (1.61%) Fintech
8 4 (1.29%) Cyberthreat
8 4 (1.29%) Driving Licence
8 4 (1.29%) NHS
8 4 (1.29%) Replication
8 4 (1.29%) RIA
9 3 (0.97%) Self-Motivation
Operating Systems
1 87 (28.06%) Linux
2 47 (15.16%) Windows
3 19 (6.13%) Windows Server
4 14 (4.52%) CentOS
5 11 (3.55%) Red Hat Enterprise Linux
6 8 (2.58%) Unix
7 7 (2.26%) Ubuntu
8 5 (1.61%) Windows Server 2012
9 1 (0.32%) Oracle Linux
9 1 (0.32%) Windows 10
9 1 (0.32%) Windows Server 2008
Processes & Methodologies
1 165 (53.23%) Agile Software Development
2 107 (34.52%) DevOps
3 71 (22.90%) Software Engineering
4 58 (18.71%) Scrum
5 55 (17.74%) Continuous Integration
6 50 (16.13%) Business Intelligence
7 44 (14.19%) Artificial Intelligence
7 44 (14.19%) Problem-Solving
8 43 (13.87%) ETL
9 39 (12.58%) Machine Learning
10 36 (11.61%) Continuous Delivery
11 33 (10.65%) Open Source
11 33 (10.65%) TDD
12 32 (10.32%) Microservices
13 30 (9.68%) Data Science
14 28 (9.03%) Analytics
15 27 (8.71%) Continuous Improvement
15 27 (8.71%) ITIL
16 25 (8.06%) Configuration Management
16 25 (8.06%) Service Delivery
Programming Languages
1 118 (38.06%) Python
2 105 (33.87%) Java
3 82 (26.45%) SQL
4 72 (23.23%) C#
5 62 (20.00%) JavaScript
6 32 (10.32%) Ruby
7 29 (9.35%) PowerShell
8 20 (6.45%) Bash Shell
8 20 (6.45%) C++
8 20 (6.45%) Scala
9 17 (5.48%) T-SQL
10 12 (3.87%) R
11 10 (3.23%) PHP
12 9 (2.90%) C
12 9 (2.90%) ES6
12 9 (2.90%) TypeScript
13 8 (2.58%) PL/SQL
14 6 (1.94%) Java 8
15 5 (1.61%) Shell Script
16 4 (1.29%) Go
Qualifications
1 30 (9.68%) Security Cleared
2 21 (6.77%) SC Cleared
3 18 (5.81%) Degree
4 9 (2.90%) Computer Science Degree
5 5 (1.61%) Cisco Certification
5 5 (1.61%) Microsoft Certification
6 4 (1.29%) CCNA
6 4 (1.29%) ISEB
7 3 (0.97%) CEH
7 3 (0.97%) CISA
7 3 (0.97%) CISM
7 3 (0.97%) CISSP
7 3 (0.97%) CompTIA Security+
7 3 (0.97%) CSSLP
7 3 (0.97%) DV Cleared
7 3 (0.97%) GIAC
7 3 (0.97%) MCSA
7 3 (0.97%) MCT
7 3 (0.97%) SANS
7 3 (0.97%) SSCP
Quality Assurance & Compliance
1 29 (9.35%) QA
2 5 (1.61%) ISO/IEC 27001
3 3 (0.97%) COBIT
3 3 (0.97%) GDPR
3 3 (0.97%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 3 (0.97%) SLA
4 2 (0.65%) Cyber Essentials
4 2 (0.65%) GCP
4 2 (0.65%) ISO 9001
4 2 (0.65%) ISO/IEC 20000
4 2 (0.65%) PMO
5 1 (0.32%) Data Quality
System Software
1 72 (23.23%) Docker
2 21 (6.77%) VMware Infrastructure
3 16 (5.16%) Active Directory
4 9 (2.90%) VMware Server
5 5 (1.61%) Hyper-V
6 3 (0.97%) NFS
7 2 (0.65%) Virtual Machines
7 2 (0.65%) VMware ESXi
7 2 (0.65%) vSphere
8 1 (0.32%) KVM
8 1 (0.32%) VMware NSX
8 1 (0.32%) XenApp
Systems Management
1 49 (15.81%) Puppet
2 41 (13.23%) Opscode Chef
3 24 (7.74%) Ansible
4 14 (4.52%) Kubernetes
5 7 (2.26%) Terraform
5 7 (2.26%) ZABBIX
6 5 (1.61%) Grafana
6 5 (1.61%) SolarWinds Orion
7 4 (1.29%) Salt
8 2 (0.65%) SCOM
8 2 (0.65%) SCVMM
8 2 (0.65%) Single Sign-On
9 1 (0.32%) Docker Swarm
9 1 (0.32%) Mesos
9 1 (0.32%) Oozie
9 1 (0.32%) Packer
9 1 (0.32%) Rancher
9 1 (0.32%) SmoothWall
9 1 (0.32%) Systems Management Server (SMS)
9 1 (0.32%) WSUS
Vendors
1 36 (11.61%) Google
1 36 (11.61%) Microsoft
2 28 (9.03%) VMware
3 24 (7.74%) Tableau
4 22 (7.10%) Oracle
5 19 (6.13%) Red Hat
6 18 (5.81%) Atlassian
7 16 (5.16%) Cisco
7 16 (5.16%) SAP
8 13 (4.19%) SolarWinds
9 10 (3.23%) CheckPoint
9 10 (3.23%) Juniper
10 8 (2.58%) McAfee
11 5 (1.61%) HP
11 5 (1.61%) Splunk
12 4 (1.29%) Palo Alto
12 4 (1.29%) Percona
13 3 (0.97%) Citrix
13 3 (0.97%) EMC
13 3 (0.97%) Meraki