Period
to 21 November 2018

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

Amazon AWS Elastic Compute Cloud (EC2)
North West > Manchester
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 206 276 241
Rank change year-on-year +70 -35 +18
Permanent jobs citing Amazon EC2 84 29 43
As % of all permanent IT jobs advertised in Manchester 1.14% 0.36% 0.58%
As % of the Cloud Services category 4.56% 1.78% 4.57%
Number of salaries quoted 82 25 43
Manchester median annual salary £70,000 £45,000 £52,500
Median salary % change year-on-year +55.56% -14.29% -9.48%
10th Percentile £47,750 £32,500 £40,000
90th Percentile £91,250 £79,500 £57,500
North West median annual salary £65,000 £40,000 £46,000
% change year-on-year +62.50% -13.04% -20.00%

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 1,842 1,628 940
As % of all permanent IT jobs advertised in Manchester 25.03% 20.34% 12.58%
Number of salaries quoted 1,553 1,439 833
Manchester median annual salary £50,000 £42,500 £43,500
Median salary % change year-on-year +17.65% -2.30% +8.75%
10th Percentile £26,250 £24,250 £24,250
90th Percentile £76,850 £67,500 £65,000
North West median annual salary £46,625 £42,500 £40,000
% change year-on-year +9.71% +6.25% -

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 21 November 2018.

Salary histogram for Amazon EC2 in Manchester

Amazon EC2
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EC2 within the Manchester region over the 6 months to 21 November 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
Salford -10 1 £37,747 -46.08%
Amazon EC2
North West

For the 6 months to 21 November 2018, 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 84 (100.00%) Amazon AWS
2 79 (94.05%) Agile Software Development
3 77 (91.67%) DevOps
4 68 (80.95%) JIRA
5 47 (55.95%) Amazon S3
6 44 (52.38%) Microsoft Azure
6 44 (52.38%) Amazon RDS
7 43 (51.19%) Jenkins
7 43 (51.19%) Amazon SQS
8 42 (50.00%) Ansible
9 41 (48.81%) TeamCity
9 41 (48.81%) Linux
10 40 (47.62%) Octopus Deploy
10 40 (47.62%) AWS CloudFormation
11 39 (46.43%) Windows
11 39 (46.43%) SQL
11 39 (46.43%) Git (software)
12 38 (45.24%) Trend Micro
12 38 (45.24%) Confluence
12 38 (45.24%) Atlassian Bamboo
12 38 (45.24%) IIS
12 38 (45.24%) Business Intelligence
12 38 (45.24%) Active Directory
12 38 (45.24%) Amazon CloudWatch
12 38 (45.24%) Private Cloud
12 38 (45.24%) Azure Active Directory
12 38 (45.24%) Virtual Machines
12 38 (45.24%) Network Virtualisation
12 38 (45.24%) New Relic
13 36 (42.86%) Java

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 38 (45.24%) Confluence
1 38 (45.24%) IIS
2 29 (34.52%) Apache
2 29 (34.52%) Apache Spark
3 2 (2.38%) Elasticsearch
4 1 (1.19%) Apache Pig
4 1 (1.19%) nginx
Applications
1 1 (1.19%) S-PLUS
Cloud Services
1 84 (100.00%) Amazon AWS
2 47 (55.95%) Amazon S3
3 44 (52.38%) Microsoft Azure
4 43 (51.19%) Amazon SQS
5 40 (47.62%) AWS CloudFormation
6 38 (45.24%) Amazon CloudWatch
6 38 (45.24%) Azure Active Directory
7 29 (34.52%) Amazon EMR
8 27 (32.14%) Cloud Computing
9 5 (5.95%) Google Cloud Platform
10 4 (4.76%) AWS Elastic Beanstalk
10 4 (4.76%) AWS Lambda
10 4 (4.76%) Serverless
11 3 (3.57%) SaaS
12 1 (1.19%) Amazon ELB
12 1 (1.19%) Amazon Kinesis
12 1 (1.19%) Amazon SageMaker
12 1 (1.19%) CloudFront
12 1 (1.19%) OpenShift
12 1 (1.19%) Route 53
Communications & Networking
1 13 (15.48%) Internet
2 1 (1.19%) Asterisk PBX
2 1 (1.19%) Firewall
2 1 (1.19%) TCP/IP
2 1 (1.19%) VPN
Database & Business Intelligence
1 44 (52.38%) Amazon RDS
2 30 (35.71%) Amazon Redshift
3 29 (34.52%) Amazon Athena
3 29 (34.52%) Big Data
3 29 (34.52%) Hadoop
3 29 (34.52%) MongoDB
4 28 (33.33%) Flink
4 28 (33.33%) NoSQL
5 4 (4.76%) Amazon DynamoDB
6 1 (1.19%) Amazon Aurora
6 1 (1.19%) Apache Cassandra
6 1 (1.19%) Apache Hive
6 1 (1.19%) MySQL
6 1 (1.19%) Relational Database
6 1 (1.19%) Sqoop
Development Applications
1 68 (80.95%) JIRA
2 43 (51.19%) Jenkins
3 41 (48.81%) TeamCity
4 40 (47.62%) Octopus Deploy
5 39 (46.43%) Git (software)
6 38 (45.24%) Atlassian Bamboo
7 3 (3.57%) Gradle
7 3 (3.57%) Maven
8 1 (1.19%) Gatling
8 1 (1.19%) GitLab
8 1 (1.19%) JUnit
8 1 (1.19%) ReSharper
8 1 (1.19%) Selenium
8 1 (1.19%) Spock
8 1 (1.19%) Travis CI
General
1 5 (5.95%) Retail
2 4 (4.76%) Finance
3 1 (1.19%) Games
3 1 (1.19%) Telecoms
Job Titles
1 22 (26.19%) DevOps Engineer
2 19 (22.62%) DevOps Manager
3 15 (17.86%) Data Engineer
3 15 (17.86%) Senior Data Engineer
4 14 (16.67%) Architect
4 14 (16.67%) Big Data Engineer
5 13 (15.48%) Data Architect
5 13 (15.48%) Senior Architect
5 13 (15.48%) Senior Data Architect
6 7 (8.33%) Developer
7 6 (7.14%) Software Engineer
8 4 (4.76%) Agile Developer
8 4 (4.76%) Developer/Software Engineer
8 4 (4.76%) Java Engineer
9 3 (3.57%) .NET Software Developer
9 3 (3.57%) AWS Engineer
9 3 (3.57%) C# .NET Developer
9 3 (3.57%) C# Software Developer
9 3 (3.57%) Java Developer
9 3 (3.57%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 35 (41.67%) Web Services
2 30 (35.71%) Kafka
3 27 (32.14%) Spark Streaming
4 7 (8.33%) RESTful
5 4 (4.76%) .NET
5 4 (4.76%) AngularJS
5 4 (4.76%) D3.js
5 4 (4.76%) Node.js
5 4 (4.76%) React
5 4 (4.76%) Spring
6 3 (3.57%) JSON
7 2 (2.38%) Elastic Stack
7 2 (2.38%) Hibernate
7 2 (2.38%) J2EE
7 2 (2.38%) Spring Boot
8 1 (1.19%) Dropwizard
8 1 (1.19%) Keras
8 1 (1.19%) MXNet
8 1 (1.19%) TensorFlow
8 1 (1.19%) Theano
Miscellaneous
1 38 (45.24%) Private Cloud
2 28 (33.33%) Computer Science
3 13 (15.48%) Internet of Things
4 3 (3.57%) Analytical Skills
4 3 (3.57%) Mobile App
5 1 (1.19%) Algorithms
5 1 (1.19%) Client/Server
5 1 (1.19%) Cloud Native
5 1 (1.19%) Enterprise Software
5 1 (1.19%) Marketing Technology
5 1 (1.19%) Xbox
Operating Systems
1 41 (48.81%) Linux
2 39 (46.43%) Windows
3 1 (1.19%) Android
3 1 (1.19%) Apple iOS
3 1 (1.19%) DC/OS
3 1 (1.19%) Mac OS
Processes & Methodologies
1 79 (94.05%) Agile Software Development
2 77 (91.67%) DevOps
3 38 (45.24%) Business Intelligence
3 38 (45.24%) Network Virtualisation
4 34 (40.48%) TDD
5 31 (36.90%) Open Source
6 29 (34.52%) Mathematics
7 28 (33.33%) Data Modelling
8 27 (32.14%) Change Management
8 27 (32.14%) Configuration Management
8 27 (32.14%) Data Engineering
8 27 (32.14%) Data Ingestion
9 14 (16.67%) Data Analysis
10 13 (15.48%) Data Architecture
11 7 (8.33%) Microservices
11 7 (8.33%) Software Engineering
12 6 (7.14%) Continuous Delivery
12 6 (7.14%) Continuous Integration
12 6 (7.14%) Scrum
13 5 (5.95%) Domain-Driven Design
Programming Languages
1 39 (46.43%) SQL
2 36 (42.86%) Java
3 32 (38.10%) Python
4 30 (35.71%) Scala
5 4 (4.76%) C#
5 4 (4.76%) Java 8
6 2 (2.38%) JavaScript
7 1 (1.19%) Bash Shell
7 1 (1.19%) C
7 1 (1.19%) C++
7 1 (1.19%) Clojure
7 1 (1.19%) Go
7 1 (1.19%) Kotlin
7 1 (1.19%) PHP
7 1 (1.19%) R
Qualifications
1 28 (33.33%) Computer Science Degree
1 28 (33.33%) Degree
1 28 (33.33%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.19%) GPG13
System Software
1 38 (45.24%) Active Directory
1 38 (45.24%) Virtual Machines
2 8 (9.52%) Docker
3 1 (1.19%) HDFS
3 1 (1.19%) VMware ESXi
3 1 (1.19%) VMware Infrastructure
Systems Management
1 42 (50.00%) Ansible
2 8 (9.52%) Kubernetes
3 7 (8.33%) Terraform
4 5 (5.95%) Opscode Chef
5 4 (4.76%) Puppet
6 1 (1.19%) Kibana
6 1 (1.19%) logstash
6 1 (1.19%) Mesos
6 1 (1.19%) Oozie
Vendors
1 38 (45.24%) New Relic
1 38 (45.24%) Trend Micro
2 28 (33.33%) CA Agile Central
3 4 (4.76%) Google
4 1 (1.19%) AlienVault
4 1 (1.19%) Cisco
4 1 (1.19%) Microsoft
4 1 (1.19%) Polycom
4 1 (1.19%) VMware