Period
to 9 December 2018

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 9 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)
London > Central London
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 268 262 266
Rank change year-on-year -6 +4 +15
Contract jobs citing Amazon EMR 23 14 3
As % of all contract IT jobs advertised in Central London 0.25% 0.16% 0.038%
As % of the Cloud Services category 0.89% 0.85% 0.25%
Number of daily rates quoted 21 13 2
Central London median daily rate £575 £550 £506
Median daily rate % change year-on-year +4.55% +8.64% +46.74%
10th Percentile £475 £481 £473
90th Percentile £675 £600 £534
London median daily rate £550 £538 £525
% change year-on-year +2.33% +2.38% +16.67%
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 2,596 1,646 1,193
As % of all contract IT jobs advertised in Central London 28.00% 19.15% 15.10%
Number of daily rates quoted 2,081 1,283 977
Central London median daily rate £525 £500 £500
Median daily rate % change year-on-year +5.00% - +14.29%
10th Percentile £325 £306 £325
90th Percentile £663 £638 £613
London median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +7.95%
Number of hourly rates quoted 17 27 5
Central London median hourly rate £18.76 £18.00 £35.00
Median hourly rate % change year-on-year +4.22% -48.57% +51.42%
10th Percentile £13.00 £11.25 £14.08
90th Percentile £28.25 £32.34 £109.00
London median hourly rate £19.00 £21.50 £25.00
% change year-on-year -11.63% -14.00% +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 9 December 2018.

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 9 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
City of London +14 22 £575 +22.67% 2
Camden - 1 £600 -
Amazon EMR
London

For the 6 months to 9 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 Central London region with a requirement for Amazon EMR.

1 23 (100.00%) Amazon AWS
2 18 (78.26%) Python
3 14 (60.87%) Amazon S3
4 12 (52.17%) Big Data
5 11 (47.83%) Java
5 11 (47.83%) SQL
5 11 (47.83%) Hadoop
6 9 (39.13%) Apache Hive
6 9 (39.13%) Amazon Redshift
7 8 (34.78%) Analytical Skills
7 8 (34.78%) Analytics
7 8 (34.78%) Agile Software Development
8 7 (30.43%) Apache Spark
8 7 (30.43%) AWS Lambda
8 7 (30.43%) Terraform
8 7 (30.43%) Serverless
9 6 (26.09%) Amazon Kinesis
9 6 (26.09%) Deep Learning
9 6 (26.09%) NoSQL
9 6 (26.09%) Amazon EC2
9 6 (26.09%) Scala
9 6 (26.09%) Linux
9 6 (26.09%) ETL
10 5 (21.74%) Finance
10 5 (21.74%) Degree
10 5 (21.74%) Predictive Analytics
10 5 (21.74%) Machine Learning
10 5 (21.74%) Statistical Modelling
10 5 (21.74%) Hortonworks
10 5 (21.74%) Cloudera

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 7 (30.43%) Apache Spark
2 1 (4.35%) Apache
Cloud Services
1 23 (100.00%) Amazon AWS
2 14 (60.87%) Amazon S3
3 7 (30.43%) AWS Lambda
3 7 (30.43%) Serverless
4 6 (26.09%) Amazon EC2
4 6 (26.09%) Amazon Kinesis
5 2 (8.70%) Amazon ELB
5 2 (8.70%) Amazon Glacier
5 2 (8.70%) Virtual Private Cloud
6 1 (4.35%) Cloud Computing
6 1 (4.35%) Google Cloud Platform
Database & Business Intelligence
1 12 (52.17%) Big Data
2 11 (47.83%) Hadoop
3 9 (39.13%) Amazon Redshift
3 9 (39.13%) Apache Hive
4 6 (26.09%) NoSQL
5 5 (21.74%) Relational Database
6 3 (13.04%) Data Warehouse
6 3 (13.04%) MySQL
7 2 (8.70%) Amazon Athena
7 2 (8.70%) Amazon Aurora
7 2 (8.70%) Amazon RDS
7 2 (8.70%) Azkaban
7 2 (8.70%) Data Lake
7 2 (8.70%) MariaDB
7 2 (8.70%) MongoDB
7 2 (8.70%) Power BI
7 2 (8.70%) Presto
7 2 (8.70%) SQL Server
8 1 (4.35%) Electronic Patient Records
8 1 (4.35%) RDBMS
Development Applications
1 4 (17.39%) Git (software)
2 2 (8.70%) Jenkins
2 2 (8.70%) JIRA
2 2 (8.70%) Maven
2 2 (8.70%) Subversion
3 1 (4.35%) Eclipse
3 1 (4.35%) RStudio
3 1 (4.35%) TestRail
3 1 (4.35%) Visual Studio Team System
General
1 5 (21.74%) Finance
2 1 (4.35%) Marketing
Job Titles
1 9 (39.13%) Data Engineer
2 5 (21.74%) Data Scientist
3 4 (17.39%) Developer
4 3 (13.04%) Big Data Engineer
5 2 (8.70%) Apache Spark Developer
5 2 (8.70%) Architect
5 2 (8.70%) AWS Architect
5 2 (8.70%) Big Data Developer
5 2 (8.70%) Cloud Architect
5 2 (8.70%) DevOps Engineer
5 2 (8.70%) Lead DevOps
5 2 (8.70%) Lead DevOps Engineer
5 2 (8.70%) Scala Developer
6 1 (4.35%) AWS Engineer
6 1 (4.35%) Hadoop Engineer
6 1 (4.35%) Java Developer
6 1 (4.35%) Senior Data Engineer
6 1 (4.35%) Senior Test Engineer
6 1 (4.35%) Test Engineer
Libraries, Frameworks & Software Standards
1 5 (21.74%) PySpark
2 4 (17.39%) Lambda Expressions
3 3 (13.04%) Kafka
4 2 (8.70%) ActiveMQ
4 2 (8.70%) MLlib
4 2 (8.70%) RabbitMQ
4 2 (8.70%) TensorFlow
4 2 (8.70%) Theano
4 2 (8.70%) Torch
4 2 (8.70%) Web Services
5 1 (4.35%) Apache Commons
5 1 (4.35%) Guava
5 1 (4.35%) JMS
5 1 (4.35%) JSON
5 1 (4.35%) OpenCV
5 1 (4.35%) Spring
Miscellaneous
1 8 (34.78%) Analytical Skills
2 4 (17.39%) Algorithms
3 2 (8.70%) Clustering
3 2 (8.70%) Linux Command Line
3 2 (8.70%) Replication
4 1 (4.35%) Greenfield Project
4 1 (4.35%) Self-Motivation
Operating Systems
1 6 (26.09%) Linux
2 2 (8.70%) Red Hat Enterprise Linux
3 1 (4.35%) Unix
Processes & Methodologies
1 8 (34.78%) Agile Software Development
1 8 (34.78%) Analytics
2 6 (26.09%) Deep Learning
2 6 (26.09%) ETL
3 5 (21.74%) Data Science
3 5 (21.74%) Machine Learning
3 5 (21.74%) Performance Optimisation
3 5 (21.74%) Predictive Analytics
3 5 (21.74%) Statistical Modelling
4 4 (17.39%) Data Analysis
4 4 (17.39%) Open Source
5 3 (13.04%) Continuous Integration
6 2 (8.70%) Code Optimisation
6 2 (8.70%) Load Balancing
6 2 (8.70%) MapReduce
6 2 (8.70%) Software Delivery
6 2 (8.70%) SQL Optimisation
6 2 (8.70%) Statistics
6 2 (8.70%) Time Management
6 2 (8.70%) Unit Testing
Programming Languages
1 18 (78.26%) Python
2 11 (47.83%) Java
2 11 (47.83%) SQL
3 6 (26.09%) Scala
4 2 (8.70%) Go
4 2 (8.70%) Ruby
5 1 (4.35%) AWK
5 1 (4.35%) Bash Shell
5 1 (4.35%) Java 8
5 1 (4.35%) R
5 1 (4.35%) sed
Qualifications
1 5 (21.74%) Degree
1 5 (21.74%) Master's Degree
2 1 (4.35%) PhD
Quality Assurance & Compliance
1 1 (4.35%) QA
System Software
1 2 (8.70%) Docker
Systems Management
1 7 (30.43%) Terraform
2 4 (17.39%) Opscode Chef
3 2 (8.70%) Docker Swarm
3 2 (8.70%) Kubernetes
3 2 (8.70%) Nagios
3 2 (8.70%) Prometheus
3 2 (8.70%) Puppet
3 2 (8.70%) ZABBIX
4 1 (4.35%) Suricata
Vendors
1 5 (21.74%) Cloudera
1 5 (21.74%) Hortonworks
2 2 (8.70%) Splunk
3 1 (4.35%) Oracle
3 1 (4.35%) Teradata