Period
to 19 September 2019

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 19 September 2019 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
South East > Berkshire
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 216 216 244
Rank change year-on-year 0 +28 +38
Permanent jobs citing Amazon EC2 32 46 18
As % of all permanent IT jobs advertised in Berkshire 0.56% 0.70% 0.29%
As % of the Cloud Services category 1.83% 2.73% 1.60%
Number of salaries quoted 13 37 18
Berkshire median annual salary £69,000 £72,500 £45,000
Median salary % change year-on-year -4.83% +61.11% -18.18%
10th Percentile £60,000 £57,500 £38,600
90th Percentile £77,000 £87,500 £55,000
South East median annual salary £65,000 £62,500 £50,000
% change year-on-year +4.00% +25.00% -9.09%

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 Berkshire with a requirement for cloud computing skills.

All Cloud Skills
Berkshire
Permanent vacancies with a requirement for cloud computing skills 1,750 1,687 1,128
As % of all permanent IT jobs advertised in Berkshire 30.76% 25.76% 17.90%
Number of salaries quoted 1,408 1,349 906
Berkshire median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -4.76%
10th Percentile £31,250 £29,750 £29,000
90th Percentile £81,250 £77,500 £72,500
South East median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Amazon EC2
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Amazon EC2 in Berkshire

Amazon EC2
Salary Trend in Berkshire

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

Salary trend for Amazon EC2 in Berkshire

Amazon EC2
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Amazon EC2 in Berkshire over the 6 months to 19 September 2019.

Salary histogram for Amazon EC2 in Berkshire

Amazon EC2
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EC2 within the Berkshire region over the 6 months to 19 September 2019. 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
Reading -7 26 £75,000 - 3
Bracknell -6 3 £67,500 +12.50%
Newbury +5 2 £73,250 +6.93%
Amazon EC2
South East

For the 6 months to 19 September 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 Berkshire region with a requirement for Amazon EC2.

1 32 (100.00%) AWS
2 22 (68.75%) Amazon S3
2 22 (68.75%) JavaScript
3 20 (62.50%) Agile Software Development
4 19 (59.38%) Azure
5 17 (53.13%) MongoDB
5 17 (53.13%) Node.js
6 16 (50.00%) Software Engineering
6 16 (50.00%) Java
7 15 (46.88%) Linux
7 15 (46.88%) Python
7 15 (46.88%) AWS Lambda
7 15 (46.88%) Serverless
8 14 (43.75%) Enterprise Software
8 14 (43.75%) DevOps
8 14 (43.75%) Amazon SQS
9 13 (40.63%) AWS CloudFormation
10 11 (34.38%) Web Services
10 11 (34.38%) C#
11 10 (31.25%) Sage
11 10 (31.25%) Puppet
11 10 (31.25%) Jenkins
11 10 (31.25%) Problem-Solving
11 10 (31.25%) Product Roadmap
12 9 (28.13%) Big Data
12 9 (28.13%) Ansible
12 9 (28.13%) Virtual Private Cloud
12 9 (28.13%) Terraform
12 9 (28.13%) Git (software)
12 9 (28.13%) .NET

Amazon EC2
Co-occurring IT Skills in Berkshire 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 7 (21.88%) Apache
2 6 (18.75%) Confluence
3 4 (12.50%) Apache Spark
3 4 (12.50%) Cloud Foundry
4 3 (9.38%) Apache Pig
4 3 (9.38%) Elasticsearch
4 3 (9.38%) nginx
4 3 (9.38%) OpenStack
4 3 (9.38%) Tomcat
Cloud Services
1 32 (100.00%) AWS
2 22 (68.75%) Amazon S3
3 19 (59.38%) Azure
4 15 (46.88%) AWS Lambda
4 15 (46.88%) Serverless
5 14 (43.75%) Amazon SQS
6 13 (40.63%) AWS CloudFormation
7 9 (28.13%) Virtual Private Cloud
8 8 (25.00%) Route 53
9 7 (21.88%) Amazon CloudWatch
10 6 (18.75%) Amazon ELB
10 6 (18.75%) Cloud Computing
11 5 (15.63%) Amazon EMR
12 4 (12.50%) AWS CloudTrail
12 4 (12.50%) SaaS
13 3 (9.38%) Amazon Kinesis
13 3 (9.38%) CloudFront
13 3 (9.38%) GCP
13 3 (9.38%) GitHub
13 3 (9.38%) IBM Cloud
Communications & Networking
1 3 (9.38%) TCP/IP
2 2 (6.25%) Ethernet
2 2 (6.25%) Network Security
2 2 (6.25%) Wi-Fi
3 1 (3.13%) AMQP
3 1 (3.13%) MQTT
Database & Business Intelligence
1 17 (53.13%) MongoDB
2 9 (28.13%) Big Data
3 8 (25.00%) Amazon RDS
3 8 (25.00%) SQL Server
4 7 (21.88%) Apache Cassandra
4 7 (21.88%) NoSQL
5 5 (15.63%) Amazon DynamoDB
6 4 (12.50%) Apache Hive
7 3 (9.38%) Amazon Athena
7 3 (9.38%) BusinessObjects
7 3 (9.38%) HBase
8 2 (6.25%) Data Mining
8 2 (6.25%) MySQL
8 2 (6.25%) PostgreSQL
9 1 (3.13%) Amazon Aurora
9 1 (3.13%) Amazon Redshift
9 1 (3.13%) Electronic Patient Records
9 1 (3.13%) Hadoop
Development Applications
1 10 (31.25%) Jenkins
2 9 (28.13%) Git (software)
3 6 (18.75%) JIRA
4 4 (12.50%) HP UFT
4 4 (12.50%) LoadRunner
4 4 (12.50%) Selenium
5 3 (9.38%) Maven
6 2 (6.25%) Subversion
General
1 2 (6.25%) Finance
1 2 (6.25%) Retail
Job Titles
1 13 (40.63%) Senior Software Engineer
1 13 (40.63%) Software Engineer
2 7 (21.88%) Developer
3 4 (12.50%) DevOps Engineer
3 4 (12.50%) Software Developer
4 3 (9.38%) AWS Engineer
4 3 (9.38%) Data Analytics Engineer
4 3 (9.38%) Java Engineer
5 2 (6.25%) AWS Consultant
5 2 (6.25%) Consultant
5 2 (6.25%) Development Manager
5 2 (6.25%) IT Development Manager
5 2 (6.25%) IT Manager
5 2 (6.25%) IT Security Manager
5 2 (6.25%) Network Manager
5 2 (6.25%) Network Security Manager
5 2 (6.25%) Security Manager
5 2 (6.25%) Senior Systems Engineer
5 2 (6.25%) Software Development Manager
5 2 (6.25%) Systems Engineer
Libraries, Frameworks & Software Standards
1 17 (53.13%) Node.js
2 11 (34.38%) Web Services
3 9 (28.13%) .NET
4 8 (25.00%) AngularJS
4 8 (25.00%) Kafka
5 4 (12.50%) JSON
5 4 (12.50%) REST
5 4 (12.50%) RESTful
5 4 (12.50%) SOAP
5 4 (12.50%) XML
6 3 (9.38%) Elastic Stack
7 2 (6.25%) React
8 1 (3.13%) CSS
8 1 (3.13%) HTML
8 1 (3.13%) LAMP
8 1 (3.13%) LAPP Stack
8 1 (3.13%) MXNet
8 1 (3.13%) TensorFlow
Miscellaneous
1 14 (43.75%) Enterprise Software
2 2 (6.25%) Hybrid Cloud
3 1 (3.13%) Analytical Skills
3 1 (3.13%) Greenfield Project
3 1 (3.13%) PKI
Operating Systems
1 15 (46.88%) Linux
2 4 (12.50%) Windows
3 3 (9.38%) Amazon Linux
3 3 (9.38%) CentOS
3 3 (9.38%) Red Hat Enterprise Linux
4 1 (3.13%) Debian
4 1 (3.13%) Unix
Processes & Methodologies
1 20 (62.50%) Agile Software Development
2 16 (50.00%) Software Engineering
3 14 (43.75%) DevOps
4 10 (31.25%) Problem-Solving
4 10 (31.25%) Product Roadmap
5 7 (21.88%) Analytics
5 7 (21.88%) Computer Science
5 7 (21.88%) Continuous Integration
5 7 (21.88%) Mathematics
5 7 (21.88%) Scrum
5 7 (21.88%) SDLC
5 7 (21.88%) TDD
6 5 (15.63%) Auto-Scaling
6 5 (15.63%) Microservices
6 5 (15.63%) Test Automation
7 4 (12.50%) Build Automation
7 4 (12.50%) Epics
7 4 (12.50%) Prototyping
7 4 (12.50%) Scenario Testing
7 4 (12.50%) User Stories
Programming Languages
1 22 (68.75%) JavaScript
2 16 (50.00%) Java
3 15 (46.88%) Python
4 11 (34.38%) C#
5 7 (21.88%) Scala
5 7 (21.88%) SQL
6 6 (18.75%) Bash Shell
7 4 (12.50%) Shell Script
7 4 (12.50%) VB.NET
8 3 (9.38%) Objective-C
8 3 (9.38%) PL/SQL
8 3 (9.38%) TypeScript
9 2 (6.25%) PowerShell
10 1 (3.13%) C++
10 1 (3.13%) Ruby
Qualifications
1 7 (21.88%) Computer Science Degree
1 7 (21.88%) Degree
2 3 (9.38%) AWS Certification
Quality Assurance & Compliance
1 2 (6.25%) ISO/IEC 27001
1 2 (6.25%) NIST
1 2 (6.25%) PCI DSS
System Software
1 7 (21.88%) Docker
2 2 (6.25%) Active Directory
Systems Management
1 10 (31.25%) Puppet
2 9 (28.13%) Ansible
2 9 (28.13%) Terraform
3 7 (21.88%) Kubernetes
3 7 (21.88%) Opscode Chef
4 4 (12.50%) HP Quality Center
4 4 (12.50%) Prometheus
5 3 (9.38%) Grafana
5 3 (9.38%) Kibana
5 3 (9.38%) logstash
6 1 (3.13%) Graphite
6 1 (3.13%) Icinga
Vendors
1 10 (31.25%) Sage
2 7 (21.88%) Oracle
3 3 (9.38%) Google
3 3 (9.38%) IBM
3 3 (9.38%) Informatica
3 3 (9.38%) Salesforce.com
3 3 (9.38%) Splunk
3 3 (9.38%) Tableau
3 3 (9.38%) Teradata
4 2 (6.25%) Atlassian
4 2 (6.25%) SaltStack
5 1 (3.13%) Red Hat