Period
to 13 December 2018

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 13 December 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 Elastic MapReduce (Amazon EMR)
England > East of England
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 178 205 -
Rank change year-on-year +27 - -
Contract jobs citing Amazon EMR 28 6 0
As % of all contract IT jobs advertised in the East of England 0.56% 0.12% -
As % of the Cloud Services category 2.84% 0.87% -
Number of daily rates quoted 20 3 0
East of England median daily rate £538 £630 -
Median daily rate % change year-on-year -14.68% - -
England median daily rate £550 £550 £525
% change year-on-year - +4.76% +16.67%
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 985 689 469
As % of all contract IT jobs advertised in the East of England 19.76% 13.49% 9.79%
Number of daily rates quoted 607 408 258
East of England median daily rate £438 £450 £410
Median daily rate % change year-on-year -2.78% +9.76% +2.50%
10th Percentile £182 £140 £206
90th Percentile £600 £588 £600
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 28 14 18
East of England median hourly rate £17.50 £62.50 £16.00
Median hourly rate % change year-on-year -72.00% +290.63% -46.67%
10th Percentile £13.71 £37.00 £10.63
90th Percentile £34.13 £63.75 £32.82
England median hourly rate £17.50 £20.00 £19.00
% change year-on-year -12.50% +5.26% -11.63%

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 13 December 2018.

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 13 December 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
Cambridgeshire - 16 £575 -
Bedfordshire +11 9 £550 -12.70%
Hertfordshire - 3 £475 -
Amazon EMR
England

For the 6 months to 13 December 2018, 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 28 (100.00%) Amazon AWS
2 23 (82.14%) Amazon Redshift
3 20 (71.43%) Hadoop
4 16 (57.14%) Apache Spark
4 16 (57.14%) Big Data
4 16 (57.14%) Analytics
5 15 (53.57%) Amazon S3
6 14 (50.00%) Apache Hive
6 14 (50.00%) Python
7 13 (46.43%) MySQL
7 13 (46.43%) Amazon Aurora
8 12 (42.86%) Data Science
8 12 (42.86%) ETL
8 12 (42.86%) Agile Software Development
8 12 (42.86%) Amazon EC2
9 11 (39.29%) Amazon RDS
9 11 (39.29%) PostgreSQL
10 10 (35.71%) Business Intelligence
10 10 (35.71%) Amazon Kinesis
11 9 (32.14%) NoSQL
11 9 (32.14%) Visualisation
11 9 (32.14%) Java
11 9 (32.14%) Analytical Skills
12 8 (28.57%) Amazon Athena
12 8 (28.57%) C++
12 8 (28.57%) SQL
12 8 (28.57%) Web Services
12 8 (28.57%) OO
13 7 (25.00%) SOAP
13 7 (25.00%) Publishing

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 16 (57.14%) Apache Spark
2 5 (17.86%) Apache
3 4 (14.29%) SharePoint
4 3 (10.71%) BizTalk Server
5 2 (7.14%) Apache Airflow
5 2 (7.14%) Luigi
5 2 (7.14%) Oracle Workflow
6 1 (3.57%) Confluence
6 1 (3.57%) Oracle SOA Suite
6 1 (3.57%) SAS
Applications
1 1 (3.57%) SPSS
Business Applications
1 3 (10.71%) Dynamics AX
1 3 (10.71%) Dynamics CRM
2 1 (3.57%) Oracle BPM
2 1 (3.57%) SAP MDG
2 1 (3.57%) SAP MDM
Cloud Services
1 28 (100.00%) Amazon AWS
2 15 (53.57%) Amazon S3
3 12 (42.86%) Amazon EC2
4 10 (35.71%) Amazon Kinesis
5 4 (14.29%) Amazon SQS
5 4 (14.29%) Serverless
6 3 (10.71%) Amazon CloudWatch
6 3 (10.71%) Amazon ELB
6 3 (10.71%) AWS CloudFormation
6 3 (10.71%) AWS CloudTrail
6 3 (10.71%) AWS Elastic Beanstalk
6 3 (10.71%) AWS Lambda
6 3 (10.71%) Microsoft Azure
7 2 (7.14%) Virtual Private Cloud
8 1 (3.57%) GitHub
Communications & Networking
1 2 (7.14%) VPN
Database & Business Intelligence
1 23 (82.14%) Amazon Redshift
2 20 (71.43%) Hadoop
3 16 (57.14%) Big Data
4 14 (50.00%) Apache Hive
5 13 (46.43%) Amazon Aurora
5 13 (46.43%) MySQL
6 11 (39.29%) Amazon RDS
6 11 (39.29%) PostgreSQL
7 9 (32.14%) NoSQL
8 8 (28.57%) Amazon Athena
9 4 (14.29%) BusinessObjects
9 4 (14.29%) Data Warehouse
10 3 (10.71%) Relational Database
11 2 (7.14%) Apache Cassandra
11 2 (7.14%) Impala
11 2 (7.14%) Oracle BI EE
11 2 (7.14%) Presto
12 1 (3.57%) Electronic Patient Records
12 1 (3.57%) SAP HANA
12 1 (3.57%) Spotfire
Development Applications
1 7 (25.00%) GitLab
2 4 (14.29%) Jenkins
3 1 (3.57%) JIRA
3 1 (3.57%) Oracle APEX
General
1 7 (25.00%) Publishing
2 6 (21.43%) Finance
3 4 (14.29%) Pharmaceutical
4 1 (3.57%) Marketing
Job Titles
1 16 (57.14%) Data Engineer
2 13 (46.43%) AWS Engineer
3 8 (28.57%) Big Data Engineer
4 6 (21.43%) Data Analytics Engineer
5 4 (14.29%) Cloud Engineer
5 4 (14.29%) Senior Data Engineer
6 3 (10.71%) Architect
6 3 (10.71%) AWS Architect
6 3 (10.71%) Big Data Architect
6 3 (10.71%) Data Architect
6 3 (10.71%) Data Scientist
6 3 (10.71%) Developer
6 3 (10.71%) Senior Cloud Engineer
6 3 (10.71%) Senior Data Scientist
7 2 (7.14%) AWS DevOps
7 2 (7.14%) AWS DevOps Engineer
7 2 (7.14%) DevOps Engineer
7 2 (7.14%) ETL Developer
7 2 (7.14%) Talend Developer
8 1 (3.57%) Big Data Developer
Libraries, Frameworks & Software Standards
1 8 (28.57%) Web Services
2 7 (25.00%) Apache Camel
2 7 (25.00%) REST
2 7 (25.00%) SOAP
3 3 (10.71%) .NET
3 3 (10.71%) boto
3 3 (10.71%) HTML
3 3 (10.71%) J2EE
3 3 (10.71%) JSON
3 3 (10.71%) YAML
4 2 (7.14%) Kafka
4 2 (7.14%) MLlib
4 2 (7.14%) Spark Streaming
5 1 (3.57%) XML
Miscellaneous
1 9 (32.14%) Analytical Skills
2 2 (7.14%) Algorithms
2 2 (7.14%) Linux Command Line
3 1 (3.57%) Self-Motivation
Operating Systems
1 3 (10.71%) Linux
2 2 (7.14%) Windows
3 1 (3.57%) Ubuntu
3 1 (3.57%) Unix
Processes & Methodologies
1 16 (57.14%) Analytics
2 12 (42.86%) Agile Software Development
2 12 (42.86%) Data Science
2 12 (42.86%) ETL
3 10 (35.71%) Business Intelligence
4 9 (32.14%) Visualisation
5 8 (28.57%) OO
6 6 (21.43%) Data Analytics
7 5 (17.86%) Computer Science
7 5 (17.86%) Scrum
8 4 (14.29%) Information Architecture
8 4 (14.29%) Integration Testing
8 4 (14.29%) MapReduce
8 4 (14.29%) Release Management
8 4 (14.29%) System Integration Testing
8 4 (14.29%) User Acceptance Testing
9 3 (10.71%) CRM
9 3 (10.71%) Data Integration
9 3 (10.71%) OOP
9 3 (10.71%) Technical Leadership
Programming Languages
1 14 (50.00%) Python
2 9 (32.14%) Java
3 8 (28.57%) C++
3 8 (28.57%) SQL
4 7 (25.00%) Scala
5 4 (14.29%) Perl
6 3 (10.71%) PL/SQL
7 1 (3.57%) Bash Shell
7 1 (3.57%) JavaScript
Qualifications
1 2 (7.14%) AWS Certification
Quality Assurance & Compliance
1 1 (3.57%) Data Quality
1 1 (3.57%) PMO
System Software
1 4 (14.29%) Docker
2 2 (7.14%) Active Directory
2 2 (7.14%) Virtual Machines
3 1 (3.57%) Terminal Server
Systems Management
1 4 (14.29%) Opscode Chef
1 4 (14.29%) Puppet
2 3 (10.71%) Docker Swarm
2 3 (10.71%) Kubernetes
2 3 (10.71%) Salt
3 2 (7.14%) Terraform
4 1 (3.57%) Ansible
Vendors
1 7 (25.00%) Talend
2 6 (21.43%) MicroStrategy
2 6 (21.43%) Oracle
3 4 (14.29%) SAP
4 2 (7.14%) IBM
5 1 (3.57%) Alteryx
5 1 (3.57%) Cisco
5 1 (3.57%) Hyperion
5 1 (3.57%) Informatica
5 1 (3.57%) Tableau