Period
to 21 June 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Amazon EC2 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon EC2 over the 6 months to 21 June 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon AWS Elastic Compute Cloud (EC2)
England > East of England
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 160 189 187
Rank change year-on-year +29 -2 +7
Contract jobs citing Amazon EC2 34 9 2
As % of all contract IT jobs advertised in the East of England 0.77% 0.20% 0.040%
As % of the Cloud Services category 4.66% 1.44% 0.41%
Number of daily rates quoted 32 6 2
East of England median daily rate £500 £525 £381
Median daily rate % change year-on-year -4.76% +37.70% -
10th Percentile £363 £419 £323
90th Percentile £600 £587 £444
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +11.76%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £32.00 - -

Amazon EC2 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for cloud computing skills.

All Cloud Skills
East of England
Contract vacancies with a requirement for cloud computing skills 730 625 487
As % of all contract IT jobs advertised in the East of England 16.45% 14.06% 9.78%
Number of daily rates quoted 442 376 307
East of England median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +6.25%
10th Percentile £248 £209 £261
90th Percentile £575 £575 £554
England median daily rate £483 £460 £450
% change year-on-year +5.05% +2.22% +9.09%
Number of hourly rates quoted 23 19 5
East of England median hourly rate £18.50 £36.00 £15.50
Median hourly rate % change year-on-year -48.61% +132.26% -65.17%
10th Percentile £13.07 £16.88 £15.00
90th Percentile £75.00 £63.75 £19.95
England median hourly rate £19.50 £19.00 £19.61
% change year-on-year +2.63% -3.11% -12.84%

Amazon EC2
Job Vacancy Trend in the East of England

Job postings citing Amazon EC2 as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Amazon EC2 in the East of England

Amazon EC2
Contractor Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon EC2 in the East of England.

Contractor daily rate trend for Amazon EC2 in the East of England

Amazon EC2
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Amazon EC2 in the East of England over the 6 months to 21 June 2018.

Contractor daily rate histogram for Amazon EC2 in the East of England

Amazon EC2
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon EC2 within the East of England region over the 6 months to 21 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bedfordshire - 16 £500 - 1
Hertfordshire +1 7 £525 - 3
Norfolk - 5 £550 - 1
Essex +15 2 £583 +1.48% 4
Cambridgeshire +3 2 £406 +16.07% 2
Suffolk - 1 £425 -
Amazon EC2
England

For the 6 months to 21 June 2018, IT contractor 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 contract job ads across the East of England region with a requirement for Amazon EC2.

1 33 (97.06%) Amazon AWS
2 26 (76.47%) Java
3 25 (73.53%) Amazon RDS
4 22 (64.71%) Python
5 21 (61.76%) Scala
6 19 (55.88%) Hadoop
6 19 (55.88%) Amazon EMR
6 19 (55.88%) Big Data
6 19 (55.88%) Amazon Redshift
6 19 (55.88%) Apache Spark
6 19 (55.88%) Amazon Kinesis
6 19 (55.88%) Amazon Athena
7 18 (52.94%) Data Science
7 18 (52.94%) OO
7 18 (52.94%) C++
8 11 (32.35%) Oracle
8 11 (32.35%) NoSQL
9 10 (29.41%) DevOps
9 10 (29.41%) SQL
10 9 (26.47%) J2EE
10 9 (26.47%) PostgreSQL
10 9 (26.47%) Linear Programming
10 9 (26.47%) Apache Cassandra
10 9 (26.47%) Predictive Modelling
10 9 (26.47%) MLlib
11 8 (23.53%) Actionable Insight
11 8 (23.53%) Apache Airflow
11 8 (23.53%) Luigi
11 8 (23.53%) Customer Acquisition
11 8 (23.53%) Continuous Integration

Amazon EC2
Co-occurring IT Skills in the East of England 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 19 (55.88%) Apache Spark
2 8 (23.53%) Apache Airflow
2 8 (23.53%) Luigi
2 8 (23.53%) Oracle Workflow
3 3 (8.82%) Apache
4 2 (5.88%) BizTalk Server
4 2 (5.88%) SharePoint
4 2 (5.88%) WebSphere
5 1 (2.94%) IIS
5 1 (2.94%) JBoss
5 1 (2.94%) Jetty
5 1 (2.94%) Mongrel
5 1 (2.94%) nginx
5 1 (2.94%) Tomcat
Applications
1 1 (2.94%) Microsoft Excel
Business Applications
1 2 (5.88%) Dynamics AX
1 2 (5.88%) Dynamics CRM
Cloud Services
1 33 (97.06%) Amazon AWS
2 19 (55.88%) Amazon EMR
2 19 (55.88%) Amazon Kinesis
3 7 (20.59%) Amazon S3
4 6 (17.65%) Amazon SQS
5 4 (11.76%) AWS CloudFormation
5 4 (11.76%) Route 53
5 4 (11.76%) Virtual Private Cloud
6 3 (8.82%) AWS Lambda
6 3 (8.82%) Microsoft Azure
6 3 (8.82%) Serverless
7 1 (2.94%) AWS CloudTrail
7 1 (2.94%) Google App Engine
7 1 (2.94%) Google Cloud Platform
Communications & Networking
1 2 (5.88%) DNS
1 2 (5.88%) TCP/IP
2 1 (2.94%) DHCP
2 1 (2.94%) FTP
2 1 (2.94%) HTTP
2 1 (2.94%) IPsec
2 1 (2.94%) SSL
Database & Business Intelligence
1 25 (73.53%) Amazon RDS
2 19 (55.88%) Amazon Athena
2 19 (55.88%) Amazon Redshift
2 19 (55.88%) Big Data
2 19 (55.88%) Hadoop
3 11 (32.35%) NoSQL
4 9 (26.47%) Apache Cassandra
4 9 (26.47%) PostgreSQL
5 3 (8.82%) Electronic Patient Records
6 2 (5.88%) BusinessObjects
6 2 (5.88%) Data Warehouse
7 1 (2.94%) Amazon DynamoDB
7 1 (2.94%) Redis
7 1 (2.94%) Relational Database
Development Applications
1 4 (11.76%) Git (software)
2 3 (8.82%) Jenkins
3 1 (2.94%) git-flow
3 1 (2.94%) GitLab
3 1 (2.94%) Selenium
3 1 (2.94%) Travis CI
General
1 3 (8.82%) Retail
2 1 (2.94%) Finance
Job Titles
1 23 (67.65%) AWS Engineer
2 19 (55.88%) Data Engineer
3 17 (50.00%) Big Data Engineer
4 7 (20.59%) Developer
5 6 (17.65%) Java Developer
6 4 (11.76%) Cloud Engineer
6 4 (11.76%) Data Science Engineer
7 3 (8.82%) Architect
7 3 (8.82%) Automation Engineer
7 3 (8.82%) AWS Architect
7 3 (8.82%) DevOps Engineer
8 2 (5.88%) Big Data Architect
8 2 (5.88%) Cloud Automation Engineer
8 2 (5.88%) Data Architect
8 2 (5.88%) Data Scientist
8 2 (5.88%) Linux DevOps Engineer
8 2 (5.88%) Linux Engineer
8 2 (5.88%) Senior Cloud Engineer
8 2 (5.88%) Senior Data Engineer
8 2 (5.88%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 9 (26.47%) J2EE
1 9 (26.47%) MLlib
2 6 (17.65%) Hibernate
2 6 (17.65%) Spring
3 3 (8.82%) .NET
3 3 (8.82%) JSON
3 3 (8.82%) YAML
4 2 (5.88%) HTML
4 2 (5.88%) HTML5
5 1 (2.94%) CSS
5 1 (2.94%) Memcached
5 1 (2.94%) React
5 1 (2.94%) RESTful
5 1 (2.94%) Sensu
5 1 (2.94%) Servlets
5 1 (2.94%) Spring Boot
5 1 (2.94%) Web Services
Miscellaneous
1 5 (14.71%) Greenfield Project
2 3 (8.82%) Cloud Native
2 3 (8.82%) NHS
3 1 (2.94%) Data Structures
Operating Systems
1 3 (8.82%) Linux
2 1 (2.94%) Red Hat Enterprise Linux
2 1 (2.94%) Unix
2 1 (2.94%) Windows
Processes & Methodologies
1 18 (52.94%) Data Science
1 18 (52.94%) OO
2 10 (29.41%) DevOps
3 9 (26.47%) Linear Programming
3 9 (26.47%) Predictive Modelling
4 8 (23.53%) Actionable Insight
4 8 (23.53%) Agile Software Development
4 8 (23.53%) Analytics
4 8 (23.53%) Continuous Integration
4 8 (23.53%) Customer Acquisition
4 8 (23.53%) Performance Metrics
4 8 (23.53%) Workflow
4 8 (23.53%) Workflow Management
5 7 (20.59%) E-Commerce
6 6 (17.65%) BDD
6 6 (17.65%) Continuous Deployment
6 6 (17.65%) Kanban
6 6 (17.65%) Scrum
6 6 (17.65%) TDD
7 5 (14.71%) Pair Programming
Programming Languages
1 26 (76.47%) Java
2 22 (64.71%) Python
3 21 (61.76%) Scala
4 18 (52.94%) C++
5 10 (29.41%) SQL
6 5 (14.71%) Java 8
7 4 (11.76%) Ruby
8 2 (5.88%) JavaScript
9 1 (2.94%) Bash Shell
9 1 (2.94%) C
9 1 (2.94%) PowerShell
Qualifications
1 1 (2.94%) BPSS Clearance
1 1 (2.94%) SC Cleared
1 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 3 (8.82%) PMO
System Software
1 1 (2.94%) Docker
1 1 (2.94%) VMware Infrastructure
1 1 (2.94%) Xen
Systems Management
1 5 (14.71%) Ansible
1 5 (14.71%) Opscode Chef
2 4 (11.76%) Puppet
2 4 (11.76%) Terraform
3 1 (2.94%) Graphite
3 1 (2.94%) Kubernetes
3 1 (2.94%) logstash
3 1 (2.94%) Packer
Vendors
1 11 (32.35%) Oracle
2 2 (5.88%) Microsoft
2 2 (5.88%) SAP
3 1 (2.94%) Apigee
3 1 (2.94%) Capita
3 1 (2.94%) Google
3 1 (2.94%) MuleSoft
3 1 (2.94%) VMware
3 1 (2.94%) WSO2