Period
to 19 March 2019

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Amazon EMR skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon EMR over the 6 months to 19 March 2019 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 Elastic MapReduce (Amazon EMR)
England > East of England
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 165 192 -
Rank change year-on-year +27 - -
Contract jobs citing Amazon EMR 15 6 0
As % of all contract IT jobs advertised in the East of England 0.37% 0.13% -
As % of the Cloud Services category 1.76% 0.91% -
Number of daily rates quoted 9 3 0
East of England median daily rate £600 £630 -
Median daily rate % change year-on-year -4.76% - -
England median daily rate £525 £545 £525
% change year-on-year -3.67% +3.81% -2.33%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £55.00 - -

Amazon EMR 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 853 657 487
As % of all contract IT jobs advertised in the East of England 20.83% 14.22% 11.08%
Number of daily rates quoted 526 396 288
East of England median daily rate £438 £425 £413
Median daily rate % change year-on-year +2.94% +3.03% -8.33%
10th Percentile £200 £143 £200
90th Percentile £592 £575 £627
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +2.86%
Number of hourly rates quoted 21 7 13
East of England median hourly rate £19.50 £40.00 £36.00
Median hourly rate % change year-on-year -51.25% +11.11% +132.26%
10th Percentile £15.60 £13.89 £11.25
90th Percentile £175.00 £122.75 £48.60
England median hourly rate £17.50 £20.00 £18.00
% change year-on-year -12.50% +11.11% -10.00%

Amazon EMR
Job Vacancy Trend in the East of England

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

Job vacancy trend for Amazon EMR in the East of England

Amazon EMR
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 EMR in the East of England.

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

Amazon EMR
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Amazon EMR in the East of England over the 6 months to 19 March 2019.

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

Amazon EMR
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 EMR within the East of England region over the 6 months to 19 March 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire - 12 £563 - 1
Bedfordshire +13 2 £635 +0.40% 3
Norfolk +6 1 £440 -23.48%
Amazon EMR
England

For the 6 months to 19 March 2019, IT contractor jobs citing Amazon EMR 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 EMR.

1 14 (93.33%) Amazon S3
2 13 (86.67%) Amazon AWS
3 12 (80.00%) Amazon Redshift
4 11 (73.33%) Agile Software Development
5 10 (66.67%) Apache Hive
5 10 (66.67%) Analytical Skills
5 10 (66.67%) Analytics
6 9 (60.00%) ETL
7 8 (53.33%) Scrum
7 8 (53.33%) Big Data
8 7 (46.67%) Apache Spark
9 6 (40.00%) Technical Leadership
9 6 (40.00%) Hadoop
9 6 (40.00%) Amazon SQS
10 5 (33.33%) NoSQL
10 5 (33.33%) REST
10 5 (33.33%) PostgreSQL
10 5 (33.33%) Business Intelligence
10 5 (33.33%) Python
10 5 (33.33%) MySQL
10 5 (33.33%) SOAP
10 5 (33.33%) Web Services
10 5 (33.33%) Publishing
10 5 (33.33%) Amazon Aurora
10 5 (33.33%) GitLab
10 5 (33.33%) Talend
10 5 (33.33%) Apache Camel
11 4 (26.67%) Relational Database
11 4 (26.67%) Serverless
11 4 (26.67%) AWS Lambda

Amazon EMR
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 7 (46.67%) Apache Spark
2 1 (6.67%) Confluence
Cloud Services
1 14 (93.33%) Amazon S3
2 13 (86.67%) Amazon AWS
3 6 (40.00%) Amazon SQS
4 4 (26.67%) Amazon EC2
4 4 (26.67%) AWS Lambda
4 4 (26.67%) Serverless
5 3 (20.00%) Amazon CloudWatch
5 3 (20.00%) Amazon ELB
5 3 (20.00%) AWS CloudFormation
5 3 (20.00%) AWS CloudTrail
5 3 (20.00%) AWS Elastic Beanstalk
6 2 (13.33%) Amazon Kinesis
6 2 (13.33%) Virtual Private Cloud
7 1 (6.67%) Microsoft Azure
Communications & Networking
1 2 (13.33%) VPN
Database & Business Intelligence
1 12 (80.00%) Amazon Redshift
2 10 (66.67%) Apache Hive
3 8 (53.33%) Big Data
4 6 (40.00%) Hadoop
5 5 (33.33%) Amazon Aurora
5 5 (33.33%) MySQL
5 5 (33.33%) NoSQL
5 5 (33.33%) PostgreSQL
6 4 (26.67%) Data Warehouse
6 4 (26.67%) Relational Database
7 3 (20.00%) Amazon RDS
7 3 (20.00%) Oracle BI EE
8 2 (13.33%) Data Lake
8 2 (13.33%) Electronic Patient Records
9 1 (6.67%) Amazon Athena
9 1 (6.67%) Amazon DynamoDB
9 1 (6.67%) Amazon QuickSight
9 1 (6.67%) Impala
9 1 (6.67%) Parquet
9 1 (6.67%) Sqoop
Development Applications
1 5 (33.33%) GitLab
2 3 (20.00%) Jenkins
3 1 (6.67%) JIRA
General
1 5 (33.33%) Publishing
2 4 (26.67%) Pharmaceutical
3 1 (6.67%) Retail
Job Titles
1 2 (13.33%) Developer
1 2 (13.33%) ETL Developer
1 2 (13.33%) Talend Developer
2 1 (6.67%) Architect
2 1 (6.67%) AWS DevOps
2 1 (6.67%) Big Data Architect
2 1 (6.67%) Cloud Engineer
2 1 (6.67%) CRM Architect
2 1 (6.67%) Data Architect
2 1 (6.67%) Data Engineer
2 1 (6.67%) Data Scientist
2 1 (6.67%) Designer
2 1 (6.67%) DevOps Engineer
2 1 (6.67%) Digital Architect
2 1 (6.67%) Digital Technical Architect
2 1 (6.67%) ETL Specialist
2 1 (6.67%) Report Specialist
2 1 (6.67%) Solutions Designer
2 1 (6.67%) Technical Architect
2 1 (6.67%) Technical Leader
Libraries, Frameworks & Software Standards
1 5 (33.33%) Apache Camel
1 5 (33.33%) REST
1 5 (33.33%) SOAP
1 5 (33.33%) Web Services
2 3 (20.00%) boto
2 3 (20.00%) HTML
2 3 (20.00%) JSON
2 3 (20.00%) YAML
3 1 (6.67%) .NET
3 1 (6.67%) Apache Avro
3 1 (6.67%) Kafka
3 1 (6.67%) Spark Streaming
Miscellaneous
1 10 (66.67%) Analytical Skills
2 2 (13.33%) Linux Command Line
3 1 (6.67%) Self-Motivation
Operating Systems
1 3 (20.00%) Linux
2 2 (13.33%) Windows
Processes & Methodologies
1 11 (73.33%) Agile Software Development
2 10 (66.67%) Analytics
3 9 (60.00%) ETL
4 8 (53.33%) Scrum
5 6 (40.00%) Technical Leadership
6 5 (33.33%) Business Intelligence
7 4 (26.67%) Computer Science
8 3 (20.00%) Data Integration
8 3 (20.00%) Data Science
8 3 (20.00%) Information Architecture
8 3 (20.00%) Integration Testing
8 3 (20.00%) Release Management
8 3 (20.00%) System Integration Testing
8 3 (20.00%) Test Automation
8 3 (20.00%) User Acceptance Testing
8 3 (20.00%) Visualisation
9 2 (13.33%) Auto-Scaling
9 2 (13.33%) High Availability
9 2 (13.33%) Scaled Agile Framework
9 2 (13.33%) SDLC
Programming Languages
1 5 (33.33%) Python
2 3 (20.00%) Perl
2 3 (20.00%) SQL
3 1 (6.67%) C
3 1 (6.67%) Java
3 1 (6.67%) R
3 1 (6.67%) Shell Script
Qualifications
1 2 (13.33%) AWS Certification
Quality Assurance & Compliance
1 1 (6.67%) GDPR
System Software
1 3 (20.00%) Docker
2 2 (13.33%) Active Directory
2 2 (13.33%) Virtual Machines
3 1 (6.67%) Apache Flume
3 1 (6.67%) HDFS
3 1 (6.67%) Terminal Server
Systems Management
1 3 (20.00%) Docker Swarm
1 3 (20.00%) Kubernetes
1 3 (20.00%) Opscode Chef
1 3 (20.00%) Puppet
1 3 (20.00%) Salt
2 1 (6.67%) Oozie
2 1 (6.67%) Terraform
Vendors
1 5 (33.33%) Talend
2 3 (20.00%) MicroStrategy
3 1 (6.67%) SAP