Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in 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 24 November 2017 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 > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 560 581 599
Rank change year-on-year +21 +18 -5
Contract jobs citing Amazon EMR 69 39 14
As % of all contract IT jobs advertised in London 0.15% 0.086% 0.030%
As % of the Cloud Services category 0.79% 0.61% 0.37%
Number of daily rates quoted 60 30 11
London median daily rate £525 £525 £450
Median daily rate % change year-on-year - +16.67% -15.49%
10th Percentile £419 £417 £388
90th Percentile £639 £578 £700
England median daily rate £525 £525 £450
% change year-on-year - +16.67% -12.62%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England 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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 8735 6393 3825
As % of all contract IT jobs advertised in London 18.55% 14.17% 8.15%
Number of daily rates quoted 6527 4711 2834
London median daily rate £500 £475 £438
Median daily rate % change year-on-year +5.26% +8.39% +3.12%
10th Percentile £313 £305 £275
90th Percentile £638 £625 £613
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 82 49 27
London median hourly rate £21.40 £23.50 £19.09
Median hourly rate % change year-on-year -8.94% +23.10% +6.06%
10th Percentile £11.33 £14.81 £11.25
90th Percentile £102.63 £98.00 £31.59
England median hourly rate £20.00 £19.00 £21.25
% change year-on-year +5.26% -10.59% +18.06%

Amazon EMR
Job Vacancy Trend in London

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

Job vacancy trend for Amazon EMR in London

Amazon EMR
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Amazon EMR in London

Amazon EMR
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Amazon EMR in London over the 6 months to 24 November 2017.

Contractor daily rate histogram for Amazon EMR in London

Amazon EMR
Contract Job Locations in 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 London region over the 6 months to 24 November 2017. 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
Central London +15 16 £525 +3.70% 4
Amazon EMR
England

For the 6 months to 24 November 2017, 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 London region with a requirement for Amazon EMR.

1 69 (100.00%) Amazon AWS
2 50 (72.46%) Python
3 45 (65.22%) Amazon S3
4 38 (55.07%) SQL
5 36 (52.17%) NoSQL
6 34 (49.28%) Amazon Redshift
7 32 (46.38%) Apache Spark
8 30 (43.48%) Java
9 29 (42.03%) Analytics
10 28 (40.58%) ETL
11 27 (39.13%) Hadoop
11 27 (39.13%) Big Data
12 26 (37.68%) Scala
12 26 (37.68%) Agile Software Development
13 25 (36.23%) Linux
13 25 (36.23%) Amazon EC2
13 25 (36.23%) Amazon RDS
14 24 (34.78%) Data Warehouse
15 23 (33.33%) Apache Cassandra
15 23 (33.33%) DevOps
16 22 (31.88%) SQL Server
17 21 (30.43%) Amazon Kinesis
18 19 (27.54%) Finance
19 18 (26.09%) Apache
19 18 (26.09%) Akka
20 17 (24.64%) Web Services
20 17 (24.64%) Data Modelling
21 16 (23.19%) PostgreSQL
21 16 (23.19%) Relational Database
22 15 (21.74%) Kafka

Amazon EMR
Co-occurring IT Skills in 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 32 (46.38%) Apache Spark
2 18 (26.09%) Apache
3 9 (13.04%) Apache Airflow
3 9 (13.04%) Elasticsearch
4 4 (5.80%) Luigi
5 3 (4.35%) Jetty
5 3 (4.35%) nginx
5 3 (4.35%) Oracle SOA Suite
6 2 (2.90%) Confluence
6 2 (2.90%) SharePoint
7 1 (1.45%) Apache Pig
7 1 (1.45%) Apache Solr
Cloud Services
1 69 (100.00%) Amazon AWS
2 45 (65.22%) Amazon S3
3 25 (36.23%) Amazon EC2
4 21 (30.43%) Amazon Kinesis
5 13 (18.84%) AWS Lambda
5 13 (18.84%) Serverless
6 12 (17.39%) Google Cloud Platform
7 7 (10.14%) AWS Data Pipeline
7 7 (10.14%) Route 53
7 7 (10.14%) Virtual Private Cloud
8 6 (8.70%) AWS CloudFormation
9 5 (7.25%) Amazon Glacier
10 4 (5.80%) Amazon ELB
10 4 (5.80%) AWS Elastic Beanstalk
11 3 (4.35%) GitHub
12 2 (2.90%) Microsoft Azure
12 2 (2.90%) Sumo Logic
13 1 (1.45%) Amazon CloudWatch
13 1 (1.45%) BIME
13 1 (1.45%) PaaS
Communications & Networking
1 3 (4.35%) Kerberos
2 1 (1.45%) Network Security
2 1 (1.45%) SSL
Database & Business Intelligence
1 36 (52.17%) NoSQL
2 34 (49.28%) Amazon Redshift
3 27 (39.13%) Big Data
3 27 (39.13%) Hadoop
4 25 (36.23%) Amazon RDS
5 24 (34.78%) Data Warehouse
6 23 (33.33%) Apache Cassandra
7 22 (31.88%) SQL Server
8 16 (23.19%) PostgreSQL
8 16 (23.19%) Relational Database
9 15 (21.74%) Amazon DynamoDB
9 15 (21.74%) Presto
10 12 (17.39%) Apache Hive
10 12 (17.39%) HBase
11 10 (14.49%) Flink
12 9 (13.04%) MySQL
13 8 (11.59%) BigQuery
13 8 (11.59%) Impala
13 8 (11.59%) RDBMS
14 6 (8.70%) MongoDB
Development Applications
1 11 (15.94%) Git (software)
2 10 (14.49%) Jenkins
3 8 (11.59%) Talend Open Studio
4 7 (10.14%) IntelliJ
5 6 (8.70%) JIRA
6 5 (7.25%) Bitbucket
7 3 (4.35%) git-flow
7 3 (4.35%) Maven
7 3 (4.35%) Mercurial
7 3 (4.35%) Subversion
8 1 (1.45%) Sonatype Nexus
General
1 19 (27.54%) Finance
2 9 (13.04%) Marketing
3 4 (5.80%) Games
4 3 (4.35%) Banking
5 1 (1.45%) Billing
5 1 (1.45%) Legal
Job Titles
1 27 (39.13%) Data Engineer
2 19 (27.54%) Developer
3 14 (20.29%) AWS Engineer
3 14 (20.29%) Big Data Engineer
4 12 (17.39%) DevOps Engineer
5 10 (14.49%) Big Data Developer
6 8 (11.59%) Cloud Engineer
7 7 (10.14%) AWS DevOps
7 7 (10.14%) Scala Developer
8 6 (8.70%) Architect
8 6 (8.70%) AWS DevOps Engineer
9 5 (7.25%) Apache Spark Developer
9 5 (7.25%) Senior Big Data Developer
9 5 (7.25%) Senior Developer
10 4 (5.80%) Data Architect
10 4 (5.80%) Games Engineer
10 4 (5.80%) Hadoop Developer
10 4 (5.80%) Senior Data Engineer
11 3 (4.35%) Consultant
11 3 (4.35%) ETL Developer
Libraries, Frameworks & Software Standards
1 18 (26.09%) Akka
2 17 (24.64%) Web Services
3 15 (21.74%) Kafka
4 10 (14.49%) Apache Drill
5 9 (13.04%) .NET
6 7 (10.14%) PySpark
7 5 (7.25%) HTML
7 5 (7.25%) JSON
7 5 (7.25%) LAMP
8 4 (5.80%) AngularJS
8 4 (5.80%) gRPC
8 4 (5.80%) LAPP Stack
8 4 (5.80%) Spring
8 4 (5.80%) Velocity
9 3 (4.35%) ASP.NET Web API
9 3 (4.35%) CSS
9 3 (4.35%) Natural Language Processing
9 3 (4.35%) REST
9 3 (4.35%) Samza
10 2 (2.90%) HTML5
Miscellaneous
1 11 (15.94%) Computer Science
2 8 (11.59%) Analytical Skills
3 6 (8.70%) Algorithms
3 6 (8.70%) Data Structures
3 6 (8.70%) Greenfield Project
4 4 (5.80%) User Experience
5 2 (2.90%) Linux Command Line
5 2 (2.90%) Smart Home
5 2 (2.90%) Virtual Team
6 1 (1.45%) Clustering
6 1 (1.45%) Data Centre
6 1 (1.45%) Fintech
6 1 (1.45%) Infotainment
Operating Systems
1 25 (36.23%) Linux
2 8 (11.59%) Unix
3 6 (8.70%) CentOS
3 6 (8.70%) Red Hat Enterprise Linux
4 4 (5.80%) Windows
4 4 (5.80%) Windows Server
Processes & Methodologies
1 29 (42.03%) Analytics
2 28 (40.58%) ETL
3 26 (37.68%) Agile Software Development
4 23 (33.33%) DevOps
5 17 (24.64%) Data Modelling
6 15 (21.74%) Continuous Integration
6 15 (21.74%) MapReduce
7 14 (20.29%) TDD
8 13 (18.84%) Microservices
9 11 (15.94%) Business Intelligence
9 11 (15.94%) Migration
9 11 (15.94%) Open Source
10 10 (14.49%) Data Integration
10 10 (14.49%) Machine Learning
11 9 (13.04%) Continuous Deployment
12 7 (10.14%) B2B
12 7 (10.14%) BDD
12 7 (10.14%) CRM
12 7 (10.14%) Data Analytics
12 7 (10.14%) Visualisation
Programming Languages
1 50 (72.46%) Python
2 38 (55.07%) SQL
3 30 (43.48%) Java
4 26 (37.68%) Scala
5 9 (13.04%) Bash Shell
6 8 (11.59%) Shell Script
7 6 (8.70%) Groovy
8 5 (7.25%) C#
8 5 (7.25%) PHP
9 4 (5.80%) Go
9 4 (5.80%) JavaScript
10 3 (4.35%) Clojure
10 3 (4.35%) R
11 2 (2.90%) VB
12 1 (1.45%) GraphQL
12 1 (1.45%) PowerShell
Qualifications
1 8 (11.59%) Degree
2 3 (4.35%) Computer Science Degree
2 3 (4.35%) Master's Degree
Quality Assurance & Compliance
1 5 (7.25%) Actionable Recommendations
2 3 (4.35%) QA
System Software
1 6 (8.70%) Docker
2 4 (5.80%) HDFS
Systems Management
1 10 (14.49%) Ansible
2 8 (11.59%) Opscode Chef
3 4 (5.80%) Oozie
4 3 (4.35%) Puppet
4 3 (4.35%) Salt
4 3 (4.35%) Terraform
5 2 (2.90%) Kubernetes
6 1 (1.45%) Ganglia
6 1 (1.45%) Graphite
6 1 (1.45%) Hadoop YARN
6 1 (1.45%) Nagios
6 1 (1.45%) StatsD
Vendors
1 13 (18.84%) Oracle
2 8 (11.59%) Talend
3 5 (7.25%) Informatica
3 5 (7.25%) Tableau
4 3 (4.35%) Cloudera
4 3 (4.35%) Hortonworks
4 3 (4.35%) Omniture
4 3 (4.35%) Salesforce.com
4 3 (4.35%) SaltStack
5 2 (2.90%) Atlassian
6 1 (1.45%) Google