Period
to 18 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Amazon EC2 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EC2 over the 6 months to 18 January 2019 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
North West > Manchester
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 195 247 247
Rank change year-on-year +52 0 +4
Permanent jobs citing Amazon EC2 90 36 44
As % of all permanent IT jobs advertised in Manchester 1.33% 0.48% 0.59%
As % of the Cloud Services category 5.22% 2.22% 4.51%
Number of salaries quoted 88 33 42
Manchester median annual salary £70,000 £45,000 £52,500
Median salary % change year-on-year +55.56% -14.29% +5.00%
10th Percentile £55,000 £32,750 £40,000
90th Percentile £91,250 £78,500 £57,500
North West median annual salary £70,000 £45,000 £46,000
% change year-on-year +55.56% -2.17% -8.00%

Amazon EC2 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 Manchester with a requirement for cloud computing skills.

All Cloud Skills
Manchester
Permanent vacancies with a requirement for cloud computing skills 1,725 1,618 976
As % of all permanent IT jobs advertised in Manchester 25.42% 21.71% 13.13%
Number of salaries quoted 1,480 1,431 868
Manchester median annual salary £52,317 £45,000 £42,500
Median salary % change year-on-year +16.26% +5.88% -
10th Percentile £28,725 £24,500 £23,000
90th Percentile £80,000 £67,500 £66,250
North West median annual salary £50,000 £45,000 £41,500
% change year-on-year +11.11% +8.43% +3.75%

Amazon EC2
Job Vacancy Trend in Manchester

Job postings citing Amazon EC2 as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Amazon EC2 in Manchester

Amazon EC2
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon EC2 in Manchester.

Salary trend for Amazon EC2 in Manchester

Amazon EC2
Salary Histogram in Manchester

The salary distribution of IT jobs citing Amazon EC2 in Manchester over the 6 months to 18 January 2019.

Salary histogram for Amazon EC2 in Manchester

For the 6 months to 18 January 2019, IT jobs citing Amazon EC2 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 Manchester region with a requirement for Amazon EC2.

1 90 (100.00%) Amazon AWS
2 86 (95.56%) Agile Software Development
2 86 (95.56%) DevOps
3 83 (92.22%) JIRA
4 45 (50.00%) TDD
4 45 (50.00%) Java
4 45 (50.00%) Web Services
4 45 (50.00%) Amazon S3
5 43 (47.78%) Microsoft Azure
5 43 (47.78%) Open Source
5 43 (47.78%) MongoDB
5 43 (47.78%) Kafka
5 43 (47.78%) Amazon RDS
5 43 (47.78%) Apache
5 43 (47.78%) Amazon Redshift
6 42 (46.67%) Apache Spark
6 42 (46.67%) CA Agile Central
6 42 (46.67%) Flink
6 42 (46.67%) Numerate Degree
6 42 (46.67%) Computer Science Degree
6 42 (46.67%) Amazon Athena
6 42 (46.67%) Python
6 42 (46.67%) Linux
6 42 (46.67%) Data Modelling
6 42 (46.67%) Amazon EMR
6 42 (46.67%) Big Data
6 42 (46.67%) Amazon SQS
6 42 (46.67%) NoSQL
6 42 (46.67%) Scala
6 42 (46.67%) Hadoop

Amazon EC2
Co-occurring IT Skills in Manchester 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 43 (47.78%) Apache
2 42 (46.67%) Apache Spark
3 40 (44.44%) Confluence
3 40 (44.44%) IIS
4 1 (1.11%) nginx
Cloud Services
1 90 (100.00%) Amazon AWS
2 45 (50.00%) Amazon S3
3 43 (47.78%) Microsoft Azure
4 42 (46.67%) Amazon EMR
4 42 (46.67%) Amazon SQS
5 41 (45.56%) Cloud Computing
6 40 (44.44%) Amazon CloudWatch
6 40 (44.44%) AWS CloudFormation
6 40 (44.44%) Azure Active Directory
7 2 (2.22%) AWS Elastic Beanstalk
7 2 (2.22%) Google Cloud Platform
8 1 (1.11%) Amazon CloudSearch
8 1 (1.11%) Amazon ELB
8 1 (1.11%) Amazon Kinesis
8 1 (1.11%) AWS Lambda
8 1 (1.11%) CloudFront
8 1 (1.11%) OpenShift
8 1 (1.11%) SaaS
8 1 (1.11%) Serverless
Communications & Networking
1 19 (21.11%) Internet
2 1 (1.11%) Asterisk PBX
2 1 (1.11%) Firewall
2 1 (1.11%) VPN
Database & Business Intelligence
1 43 (47.78%) Amazon RDS
1 43 (47.78%) Amazon Redshift
1 43 (47.78%) MongoDB
2 42 (46.67%) Amazon Athena
2 42 (46.67%) Big Data
2 42 (46.67%) Flink
2 42 (46.67%) Hadoop
2 42 (46.67%) NoSQL
3 1 (1.11%) Amazon Aurora
3 1 (1.11%) Amazon DynamoDB
3 1 (1.11%) Apache Cassandra
3 1 (1.11%) MySQL
3 1 (1.11%) Relational Database
Development Applications
1 83 (92.22%) JIRA
2 42 (46.67%) TeamCity
3 41 (45.56%) Git (software)
3 41 (45.56%) Jenkins
3 41 (45.56%) Octopus Deploy
4 40 (44.44%) Atlassian Bamboo
5 1 (1.11%) Gatling
5 1 (1.11%) Gradle
5 1 (1.11%) JUnit
5 1 (1.11%) Maven
5 1 (1.11%) ReSharper
5 1 (1.11%) Selenium
5 1 (1.11%) Spock
5 1 (1.11%) Travis CI
General
1 2 (2.22%) Finance
1 2 (2.22%) Retail
2 1 (1.11%) Games
2 1 (1.11%) Telecoms
Job Titles
1 23 (25.56%) Data Engineer
1 23 (25.56%) Senior Data Engineer
2 22 (24.44%) Big Data Engineer
3 21 (23.33%) DevOps Engineer
4 20 (22.22%) DevOps Manager
5 19 (21.11%) Architect
5 19 (21.11%) Data Architect
5 19 (21.11%) Senior Architect
5 19 (21.11%) Senior Data Architect
6 4 (4.44%) Developer
7 2 (2.22%) .NET Developer
7 2 (2.22%) .NET Software Developer
7 2 (2.22%) Agile Developer
7 2 (2.22%) AWS Engineer
7 2 (2.22%) C# .NET Developer
7 2 (2.22%) C# Developer
7 2 (2.22%) C# Software Developer
7 2 (2.22%) Developer/Software Engineer
7 2 (2.22%) Java Engineer
7 2 (2.22%) Software Engineer
Libraries, Frameworks & Software Standards
1 45 (50.00%) Web Services
2 43 (47.78%) Kafka
3 41 (45.56%) Spark Streaming
4 2 (2.22%) .NET
4 2 (2.22%) AngularJS
4 2 (2.22%) D3.js
4 2 (2.22%) React
4 2 (2.22%) RESTful
5 1 (1.11%) ASP.NET
5 1 (1.11%) ASP.NET MVC
5 1 (1.11%) ASP.NET Web Forms
5 1 (1.11%) CSS
5 1 (1.11%) Hibernate
5 1 (1.11%) HTML
5 1 (1.11%) HTML5
5 1 (1.11%) J2EE
5 1 (1.11%) LAMP
5 1 (1.11%) Node.js
5 1 (1.11%) RabbitMQ
5 1 (1.11%) Spring
Miscellaneous
1 40 (44.44%) Private Cloud
2 19 (21.11%) Internet of Things
3 1 (1.11%) Analytical Skills
3 1 (1.11%) Cloud Native
3 1 (1.11%) Enterprise Software
3 1 (1.11%) Xbox
Operating Systems
1 42 (46.67%) Linux
2 40 (44.44%) Windows
3 1 (1.11%) DC/OS
3 1 (1.11%) Mac OS
Processes & Methodologies
1 86 (95.56%) Agile Software Development
1 86 (95.56%) DevOps
2 45 (50.00%) TDD
3 43 (47.78%) Open Source
4 42 (46.67%) Computer Science
4 42 (46.67%) Data Modelling
4 42 (46.67%) Mathematics
5 41 (45.56%) Change Management
5 41 (45.56%) Configuration Management
5 41 (45.56%) Data Engineering
5 41 (45.56%) Data Ingestion
6 40 (44.44%) Business Intelligence
6 40 (44.44%) Network Virtualisation
7 22 (24.44%) Data Analysis
8 19 (21.11%) Data Architecture
9 4 (4.44%) Continuous Delivery
10 3 (3.33%) Continuous Integration
10 3 (3.33%) Domain-Driven Design
10 3 (3.33%) Microservices
10 3 (3.33%) Software Engineering
Programming Languages
1 45 (50.00%) Java
2 42 (46.67%) Python
2 42 (46.67%) Scala
3 40 (44.44%) SQL
4 2 (2.22%) C#
5 1 (1.11%) Bash Shell
5 1 (1.11%) Go
5 1 (1.11%) Java 8
5 1 (1.11%) JavaScript
5 1 (1.11%) PHP
Qualifications
1 42 (46.67%) Computer Science Degree
1 42 (46.67%) Degree
1 42 (46.67%) Numerate Degree
System Software
1 40 (44.44%) Active Directory
1 40 (44.44%) Virtual Machines
2 4 (4.44%) Docker
3 1 (1.11%) VMware ESXi
3 1 (1.11%) VMware Infrastructure
Systems Management
1 41 (45.56%) Ansible
2 4 (4.44%) Kubernetes
3 3 (3.33%) Terraform
4 2 (2.22%) Opscode Chef
5 1 (1.11%) Mesos
5 1 (1.11%) Puppet
Vendors
1 42 (46.67%) CA Agile Central
2 40 (44.44%) New Relic
2 40 (44.44%) Trend Micro
3 2 (2.22%) Google
4 1 (1.11%) Cisco
4 1 (1.11%) Microsoft
4 1 (1.11%) Polycom
4 1 (1.11%) VMware