Period
to 15 February 2019

The following table provides summary statistics for contract job vacancies advertised in Central 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 15 February 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)
London > Central London
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 266 270 252
Rank change year-on-year +4 -18 +4
Contract jobs citing Amazon EMR 18 15 11
As % of all contract IT jobs advertised in Central London 0.20% 0.17% 0.15%
As % of the Cloud Services category 0.70% 0.78% 0.98%
Number of daily rates quoted 14 12 7
Central London median daily rate £563 £575 £468
Median daily rate % change year-on-year -2.17% +22.99% +20.65%
10th Percentile £513 £481 £459
90th Percentile £651 £600 £519
London median daily rate £525 £525 £525
Number of hourly rates quoted 0 0 0
Central London median hourly rate - - -
London 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 Central London with a requirement for cloud computing skills.

All Cloud Skills
Central London
Contract vacancies with a requirement for cloud computing skills 2,557 1,924 1,123
As % of all contract IT jobs advertised in Central London 28.57% 21.44% 15.20%
Number of daily rates quoted 1,993 1,515 935
Central London median daily rate £525 £500 £488
Median daily rate % change year-on-year +5.00% +2.56% +8.33%
10th Percentile £338 £313 £350
90th Percentile £661 £625 £618
London median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +5.56%
Number of hourly rates quoted 20 20 4
Central London median hourly rate £18.76 £19.00 £21.13
Median hourly rate % change year-on-year -1.26% -10.07% -6.58%
10th Percentile £12.25 £11.25 £13.59
90th Percentile £24.88 £48.78 £46.71
London median hourly rate £21.00 £26.78 £25.00
% change year-on-year -21.57% +7.10% +19.05%

Amazon EMR
Job Vacancy Trend in Central London

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

Job vacancy trend for Amazon EMR in Central London

Amazon EMR
Contractor Daily Rate Trend in Central London

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

Contractor daily rate trend for Amazon EMR in Central London

Amazon EMR
Contractor Daily Rate Histogram in Central London

The daily rate distribution of IT jobs citing Amazon EMR in Central London over the 6 months to 15 February 2019.

Contractor daily rate histogram for Amazon EMR in Central London

Amazon EMR
Contract Job Locations in Central London

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 Central London region over the 6 months to 15 February 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
City of London +20 15 £563 +7.14% 7
West End of London - 3 - -
Amazon EMR
London

For the 6 months to 15 February 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 Central London region with a requirement for Amazon EMR.

1 18 (100.00%) Amazon AWS
2 16 (88.89%) Python
3 12 (66.67%) Big Data
4 11 (61.11%) Hadoop
5 9 (50.00%) Apache Hive
5 9 (50.00%) PySpark
6 8 (44.44%) AWS Lambda
6 8 (44.44%) Amazon S3
6 8 (44.44%) Finance
6 8 (44.44%) Serverless
6 8 (44.44%) Data Science
7 7 (38.89%) Java
8 6 (33.33%) SQL
8 6 (33.33%) Data Warehouse
8 6 (33.33%) Predictive Analytics
8 6 (33.33%) Degree
8 6 (33.33%) Performance Optimisation
8 6 (33.33%) Analytical Skills
8 6 (33.33%) Apache Spark
8 6 (33.33%) Master's Degree
8 6 (33.33%) Terraform
8 6 (33.33%) Statistical Modelling
8 6 (33.33%) Deep Learning
8 6 (33.33%) Machine Learning
8 6 (33.33%) Hortonworks
8 6 (33.33%) Cloudera
8 6 (33.33%) Analytics
9 5 (27.78%) Amazon Redshift
9 5 (27.78%) Algorithms
9 5 (27.78%) Amazon Kinesis

Amazon EMR
Co-occurring IT Skills in Central 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 6 (33.33%) Apache Spark
2 1 (5.56%) Apache
2 1 (5.56%) Apache Pig
Business Applications
1 3 (16.67%) SAP Oil and Gas
Cloud Services
1 18 (100.00%) Amazon AWS
2 8 (44.44%) Amazon S3
2 8 (44.44%) AWS Lambda
2 8 (44.44%) Serverless
3 5 (27.78%) Amazon Kinesis
4 4 (22.22%) Amazon EC2
5 3 (16.67%) Microsoft Azure
6 1 (5.56%) Amazon ELB
6 1 (5.56%) AWS CloudFormation
6 1 (5.56%) AWS Elastic Beanstalk
Database & Business Intelligence
1 12 (66.67%) Big Data
2 11 (61.11%) Hadoop
3 9 (50.00%) Apache Hive
4 6 (33.33%) Data Warehouse
5 5 (27.78%) Amazon Redshift
6 3 (16.67%) Amazon RDS
6 3 (16.67%) DataStage
6 3 (16.67%) Pentaho
6 3 (16.67%) Relational Database
6 3 (16.67%) SAP HANA
7 2 (11.11%) Amazon DynamoDB
7 2 (11.11%) Azkaban
7 2 (11.11%) NoSQL
7 2 (11.11%) Presto
8 1 (5.56%) Data Lake
8 1 (5.56%) Impala
8 1 (5.56%) MariaDB
8 1 (5.56%) MongoDB
8 1 (5.56%) MySQL
Development Applications
1 2 (11.11%) Git (software)
1 2 (11.11%) Jenkins
1 2 (11.11%) JIRA
2 1 (5.56%) Eclipse
2 1 (5.56%) Maven
2 1 (5.56%) Subversion
2 1 (5.56%) TestRail
General
1 8 (44.44%) Finance
2 1 (5.56%) Banking
Job Titles
1 8 (44.44%) Data Engineer
2 6 (33.33%) Data Scientist
3 4 (22.22%) Big Data Engineer
4 3 (16.67%) Python Engineer
5 1 (5.56%) Architect
5 1 (5.56%) Big Data Architect
5 1 (5.56%) Consultant
5 1 (5.56%) Data Architect
5 1 (5.56%) DevOps Consultant
5 1 (5.56%) DevOps Engineer
5 1 (5.56%) Lead DevOps
5 1 (5.56%) Lead DevOps Engineer
5 1 (5.56%) Senior Test Engineer
5 1 (5.56%) Test Engineer
Libraries, Frameworks & Software Standards
1 9 (50.00%) PySpark
2 4 (22.22%) Lambda Expressions
3 3 (16.67%) MLlib
3 3 (16.67%) Pandas
3 3 (16.67%) TensorFlow
3 3 (16.67%) Theano
3 3 (16.67%) Torch
4 1 (5.56%) ActiveMQ
4 1 (5.56%) Apache Commons
4 1 (5.56%) Guava
4 1 (5.56%) Kafka
4 1 (5.56%) RabbitMQ
4 1 (5.56%) Spring
Miscellaneous
1 6 (33.33%) Analytical Skills
2 5 (27.78%) Algorithms
3 1 (5.56%) Clustering
3 1 (5.56%) Greenfield Project
3 1 (5.56%) Linux Command Line
3 1 (5.56%) Mobile App
3 1 (5.56%) Replication
Operating Systems
1 3 (16.67%) Linux
2 1 (5.56%) Unix
Processes & Methodologies
1 8 (44.44%) Data Science
2 6 (33.33%) Analytics
2 6 (33.33%) Deep Learning
2 6 (33.33%) Machine Learning
2 6 (33.33%) Performance Optimisation
2 6 (33.33%) Predictive Analytics
2 6 (33.33%) Statistical Modelling
3 5 (27.78%) Data Analysis
3 5 (27.78%) ETL
4 4 (22.22%) Agile Software Development
5 3 (16.67%) Code Optimisation
5 3 (16.67%) Information Security
5 3 (16.67%) Statistics
6 2 (11.11%) DevOps
6 2 (11.11%) MapReduce
6 2 (11.11%) Scrum
6 2 (11.11%) Software Engineering
7 1 (5.56%) Computer Science
7 1 (5.56%) Data Transformation
7 1 (5.56%) Pair Programming
Programming Languages
1 16 (88.89%) Python
2 7 (38.89%) Java
3 6 (33.33%) SQL
4 5 (27.78%) Scala
5 3 (16.67%) Julia
6 1 (5.56%) AWK
6 1 (5.56%) Bash Shell
6 1 (5.56%) Go
6 1 (5.56%) Ruby
6 1 (5.56%) sed
Qualifications
1 6 (33.33%) Degree
1 6 (33.33%) Master's Degree
2 2 (11.11%) PhD
Quality Assurance & Compliance
1 1 (5.56%) QA
System Software
1 4 (22.22%) Docker
2 1 (5.56%) HDFS
Systems Management
1 6 (33.33%) Terraform
2 4 (22.22%) Kubernetes
3 1 (5.56%) Docker Swarm
3 1 (5.56%) Nagios
3 1 (5.56%) Opscode Chef
3 1 (5.56%) Prometheus
3 1 (5.56%) Puppet
3 1 (5.56%) ZABBIX
Vendors
1 6 (33.33%) Cloudera
1 6 (33.33%) Hortonworks
2 3 (16.67%) Databricks
2 3 (16.67%) Google
2 3 (16.67%) Informatica
2 3 (16.67%) SAP
2 3 (16.67%) Talend