Period
to 16 January 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London 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 16 January 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)
Central London > City of London
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 238 223 232
Rank change year-on-year -15 +9 +55
Contract jobs citing Amazon EMR 3 3 2
As % of all contract IT jobs advertised in the City of London 0.043% 0.048% 0.028%
As % of the Cloud Services category 0.23% 0.35% 0.43%
Number of daily rates quoted 2 2 2
City of London median daily rate £469 £506 £388
Median daily rate % change year-on-year -7.41% +30.65% -18.42%
10th Percentile £417 £473 £351
90th Percentile £526 £534 £444
Central London median daily rate £550 £506 £388
% change year-on-year +8.64% +30.65% -18.42%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

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 City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Contract vacancies with a requirement for cloud computing skills 1,291 852 462
As % of all contract IT jobs advertised in the City of London 18.29% 13.73% 6.45%
Number of daily rates quoted 1,030 709 376
City of London median daily rate £500 £500 £443
Median daily rate % change year-on-year - +12.99% +4.12%
10th Percentile £313 £350 £275
90th Percentile £638 £625 £638
Central London median daily rate £500 £488 £450
% change year-on-year +2.56% +8.33% +5.88%
Number of hourly rates quoted 20 3 5
City of London median hourly rate £17.50 £35.00 £24.23
Median hourly rate % change year-on-year -50.00% +44.45% +30.09%
10th Percentile £11.25 £20.61 £20.80
90th Percentile £32.73 £52.49 £28.98
Central London median hourly rate £18.00 £27.46 £23.12
% change year-on-year -34.45% +18.80% +18.54%

Amazon EMR
Job Vacancy Trend in the City of London

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

Job vacancy trend for Amazon EMR in the City of London

Amazon EMR
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon EMR in the City of London.

Contractor daily rate trend for Amazon EMR in the City of London

For the 6 months to 16 January 2018, IT contractor jobs citing Amazon EMR also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Amazon EMR.

1 3 (100.00%) SQL
1 3 (100.00%) Python
1 3 (100.00%) ETL
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Data Warehouse
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Amazon S3
1 3 (100.00%) Amazon AWS
1 3 (100.00%) Amazon Redshift
1 3 (100.00%) Amazon RDS
2 2 (66.67%) PySpark
2 2 (66.67%) Collaborative Working
2 2 (66.67%) Power BI
2 2 (66.67%) AWS Data Pipeline
2 2 (66.67%) Analytical Skills
2 2 (66.67%) Tableau
2 2 (66.67%) Continuous Improvement
2 2 (66.67%) GitHub
2 2 (66.67%) Omniture
2 2 (66.67%) Data Modelling
2 2 (66.67%) QA
2 2 (66.67%) Data Validation
2 2 (66.67%) Pentaho
2 2 (66.67%) Salesforce.com
2 2 (66.67%) Validation
2 2 (66.67%) CRM
2 2 (66.67%) Unix
3 1 (33.33%) Hadoop
3 1 (33.33%) Statistics
3 1 (33.33%) Change Data Capture

Amazon EMR
Co-occurring IT Skills in the City of London 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 1 (33.33%) Apache Airflow
1 1 (33.33%) Apache Spark
Cloud Services
1 3 (100.00%) Amazon AWS
1 3 (100.00%) Amazon S3
2 2 (66.67%) AWS Data Pipeline
2 2 (66.67%) GitHub
3 1 (33.33%) Amazon Kinesis
3 1 (33.33%) Google Cloud Platform
Database & Business Intelligence
1 3 (100.00%) Amazon RDS
1 3 (100.00%) Amazon Redshift
1 3 (100.00%) Data Warehouse
2 2 (66.67%) Pentaho
2 2 (66.67%) Power BI
3 1 (33.33%) Amazon DynamoDB
3 1 (33.33%) Apache Cassandra
3 1 (33.33%) Apache Hive
3 1 (33.33%) BigQuery
3 1 (33.33%) Hadoop
3 1 (33.33%) HBase
3 1 (33.33%) NoSQL
3 1 (33.33%) Relational Database
Job Titles
1 3 (100.00%) Data Engineer
2 1 (33.33%) Java Engineer
Libraries, Frameworks & Software Standards
1 2 (66.67%) PySpark
2 1 (33.33%) Kafka
2 1 (33.33%) Node.js
Miscellaneous
1 2 (66.67%) Analytical Skills
2 1 (33.33%) Smart Home
Operating Systems
1 2 (66.67%) Unix
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Business Intelligence
1 3 (100.00%) ETL
2 2 (66.67%) Collaborative Working
2 2 (66.67%) Continuous Improvement
2 2 (66.67%) CRM
2 2 (66.67%) Data Modelling
2 2 (66.67%) Data Validation
2 2 (66.67%) Validation
3 1 (33.33%) Analytics
3 1 (33.33%) Change Data Capture
3 1 (33.33%) Continuous Deployment
3 1 (33.33%) Data Transformation
3 1 (33.33%) Parallel Processing
3 1 (33.33%) Statistics
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) SQL
2 1 (33.33%) Java
Quality Assurance & Compliance
1 2 (66.67%) QA
Vendors
1 2 (66.67%) Omniture
1 2 (66.67%) Salesforce.com
1 2 (66.67%) Tableau