Period
to 28 July 2017

The following table provides summary statistics for contract job vacancies 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 28 July 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)
UK
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 805 850 857
Rank change year-on-year +45 +7 +4
Contract jobs citing Amazon EMR 50 35 37
As % of all contract IT jobs advertised in the UK 0.052% 0.032% 0.033%
As % of the Cloud Services category 0.38% 0.33% 0.56%
Number of daily rates quoted 40 22 22
UK median daily rate £513 £525 £400
Median daily rate % change year-on-year -2.38% +31.25% -36.00%
10th Percentile £400 £463 £350
90th Percentile £625 £660 £685
UK excluding London median daily rate £550 £413 £400
% change year-on-year +33.25% +3.19% -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

Amazon EMR is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for cloud computing skills.

Contract Cloud Computing Skills
UK
Contract job vacancies with a requirement for cloud computing skills 13177 10653 6553
As % of all contract IT job vacancies advertised in the UK 13.71% 9.70% 5.81%
Number of daily rates quoted 9007 7425 4252
UK median daily rate £460 £450 £401
Median daily rate % change year-on-year +2.11% +12.36% +0.13%
10th Percentile £270 £288 £250
90th Percentile £625 £600 £575
UK excluding London median daily rate £425 £425 £395
% change year-on-year - +7.59% +2.60%
Number of hourly rates quoted 195 169 158
UK median hourly rate £19.00 £19.61 £22.50
Median hourly rate % change year-on-year -3.11% -12.84% +32.35%
10th Percentile £10.97 £11.66 £11.25
90th Percentile £62.65 £47.07 £42.50
UK excluding London median hourly rate £17.50 £16.00 £20.00
% change year-on-year +9.38% -20.00% +33.33%

Amazon EMR
Job Vacancy Trend

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

Job vacancy trend for Amazon EMR in the UK

Amazon EMR
Contractor Daily Rate Trend

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

Contractor daily rate trend for Amazon EMR in the UK

Amazon EMR
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Amazon EMR over the 6 months to 28 July 2017.

Contractor daily rate histogram for Amazon EMR in the UK

Amazon EMR
Top 7 Contract Locations

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 UK over the 6 months to 28 July 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
England +60 50 £513 -2.38% 6
London +37 39 £500 -4.76% 3
UK excluding London +50 11 £550 +33.25% 3
South East +35 6 £572 +38.58% 1
North of England +76 4 £550 -
North East - 4 £550 -
East of England -4 1 £450 - 2

For the 6 months to 28 July 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 with a requirement for Amazon EMR.

1 50 (100.00%) Amazon AWS
2 39 (78.00%) Python
3 32 (64.00%) Big Data
4 31 (62.00%) Hadoop
5 28 (56.00%) Linux
6 27 (54.00%) DevOps
7 23 (46.00%) Amazon S3
8 21 (42.00%) Java
8 21 (42.00%) SQL
9 20 (40.00%) Kafka
10 18 (36.00%) NoSQL
10 18 (36.00%) Apache Spark
10 18 (36.00%) ETL
11 17 (34.00%) Web Services
11 17 (34.00%) Bash Shell
11 17 (34.00%) Apache Hive
12 16 (32.00%) SQL Server
12 16 (32.00%) PostgreSQL
13 15 (30.00%) MapReduce
14 14 (28.00%) Oracle
14 14 (28.00%) Apache
14 14 (28.00%) Amazon EC2
14 14 (28.00%) Scala
15 13 (26.00%) Continuous Integration
15 13 (26.00%) Relational Database
15 13 (26.00%) Analytics
16 12 (24.00%) Amazon DynamoDB
16 12 (24.00%) Ansible
16 12 (24.00%) Docker
16 12 (24.00%) Agile Software Development

Amazon EMR
Co-occurring IT Skills 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 18 (36.00%) Apache Spark
2 14 (28.00%) Apache
3 6 (12.00%) nginx
4 5 (10.00%) Elasticsearch
5 4 (8.00%) Apache Airflow
5 4 (8.00%) Luigi
6 3 (6.00%) Apache Solr
6 3 (6.00%) Oracle SOA Suite
7 2 (4.00%) Apache Pig
7 2 (4.00%) Confluence
7 2 (4.00%) SAS
7 2 (4.00%) SharePoint
7 2 (4.00%) Tomcat
Applications
1 1 (2.00%) SPSS
Cloud Services
1 50 (100.00%) Amazon AWS
2 23 (46.00%) Amazon S3
3 14 (28.00%) Amazon EC2
4 11 (22.00%) AWS Lambda
5 9 (18.00%) Virtual Private Cloud
6 8 (16.00%) Amazon Kinesis
7 4 (8.00%) AWS CloudFormation
7 4 (8.00%) IaaS
7 4 (8.00%) Microsoft Azure
7 4 (8.00%) PaaS
8 3 (6.00%) Amazon Glacier
8 3 (6.00%) Google Cloud Platform
9 2 (4.00%) Amazon ELB
9 2 (4.00%) AWS Elastic Beanstalk
9 2 (4.00%) Route 53
10 1 (2.00%) Amazon CloudSearch
10 1 (2.00%) Amazon CloudWatch
10 1 (2.00%) Amazon SQS
10 1 (2.00%) BIME
10 1 (2.00%) CloudFront
Communications & Networking
1 4 (8.00%) Network Security
1 4 (8.00%) SSL
Database & Business Intelligence
1 32 (64.00%) Big Data
2 31 (62.00%) Hadoop
3 18 (36.00%) NoSQL
4 17 (34.00%) Apache Hive
5 16 (32.00%) PostgreSQL
5 16 (32.00%) SQL Server
6 13 (26.00%) Relational Database
7 12 (24.00%) Amazon DynamoDB
8 11 (22.00%) Data Warehouse
8 11 (22.00%) MySQL
9 10 (20.00%) Amazon Redshift
9 10 (20.00%) Apache Cassandra
9 10 (20.00%) RDBMS
10 8 (16.00%) Amazon RDS
11 7 (14.00%) HBase
11 7 (14.00%) MongoDB
11 7 (14.00%) Presto
12 5 (10.00%) Mahout
13 4 (8.00%) Neo4j
13 4 (8.00%) Sqoop
Development Applications
1 9 (18.00%) Git (software)
2 4 (8.00%) Jenkins
2 4 (8.00%) JIRA
2 4 (8.00%) Talend Open Studio
3 2 (4.00%) Bitbucket
3 2 (4.00%) Gradle
3 2 (4.00%) Selenium
3 2 (4.00%) Subversion
4 1 (2.00%) ClearCase
4 1 (2.00%) git-flow
General
1 9 (18.00%) Finance
2 3 (6.00%) Banking
2 3 (6.00%) Marketing
3 2 (4.00%) Games
4 1 (2.00%) Advertising
4 1 (2.00%) Legal
Job Titles
1 18 (36.00%) AWS Engineer
1 18 (36.00%) DevOps Engineer
2 14 (28.00%) AWS DevOps
2 14 (28.00%) AWS DevOps Engineer
3 9 (18.00%) Cloud Engineer
3 9 (18.00%) Developer
4 8 (16.00%) AWS Specialist
4 8 (16.00%) Data Engineer
4 8 (16.00%) DevOps Specialist
5 6 (12.00%) Big Data Engineer
5 6 (12.00%) IAM Specialist
6 5 (10.00%) Big Data Developer
7 4 (8.00%) Architect
7 4 (8.00%) Hadoop Developer
7 4 (8.00%) Java Developer
8 3 (6.00%) Apache Spark Developer
8 3 (6.00%) Database Architect
8 3 (6.00%) Java Scala Developer
8 3 (6.00%) Scala Developer
8 3 (6.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 20 (40.00%) Kafka
2 17 (34.00%) Web Services
3 6 (12.00%) .NET
4 5 (10.00%) JSON
5 4 (8.00%) Akka
5 4 (8.00%) Apache Drill
5 4 (8.00%) OpenCV
5 4 (8.00%) Sensu
6 3 (6.00%) gRPC
6 3 (6.00%) LAPP Stack
6 3 (6.00%) Samza
6 3 (6.00%) Spring
7 2 (4.00%) AngularJS
7 2 (4.00%) Elastic Stack
7 2 (4.00%) LAMP
8 1 (2.00%) Apache Avro
8 1 (2.00%) Middleware
8 1 (2.00%) Node.js
8 1 (2.00%) React
8 1 (2.00%) Spring Boot
Miscellaneous
1 7 (14.00%) Algorithms
1 7 (14.00%) Computer Science
2 5 (10.00%) Virtual Team
3 4 (8.00%) Data Centre
4 3 (6.00%) Analytical Skills
4 3 (6.00%) Data Structures
4 3 (6.00%) Linux Command Line
5 2 (4.00%) Linked Data
6 1 (2.00%) Fintech
6 1 (2.00%) Greenfield Project
6 1 (2.00%) Social Network
Operating Systems
1 28 (56.00%) Linux
2 4 (8.00%) Windows
2 4 (8.00%) Windows Server
3 2 (4.00%) Unix
4 1 (2.00%) Android
4 1 (2.00%) Apple iOS
Processes & Methodologies
1 27 (54.00%) DevOps
2 18 (36.00%) ETL
3 15 (30.00%) MapReduce
4 13 (26.00%) Analytics
4 13 (26.00%) Continuous Integration
5 12 (24.00%) Agile Software Development
6 10 (20.00%) Migration
7 9 (18.00%) Machine Learning
8 8 (16.00%) Data Modelling
8 8 (16.00%) Microservices
9 6 (12.00%) Business Intelligence
9 6 (12.00%) Continuous Deployment
9 6 (12.00%) Data Migration
9 6 (12.00%) E-Commerce
9 6 (12.00%) TDD
10 5 (10.00%) Configuration Management
10 5 (10.00%) Performance Tuning
11 4 (8.00%) Continuous Improvement
11 4 (8.00%) Customer Insight
11 4 (8.00%) Data Analytics
Programming Languages
1 39 (78.00%) Python
2 21 (42.00%) Java
2 21 (42.00%) SQL
3 17 (34.00%) Bash Shell
4 14 (28.00%) Scala
5 11 (22.00%) Perl
5 11 (22.00%) Shell Script
6 7 (14.00%) R
7 4 (8.00%) PowerShell
8 3 (6.00%) C#
8 3 (6.00%) Clojure
8 3 (6.00%) Groovy
8 3 (6.00%) JavaScript
8 3 (6.00%) PHP
8 3 (6.00%) VB
9 2 (4.00%) Go
10 1 (2.00%) GraphQL
Qualifications
1 6 (12.00%) Degree
2 3 (6.00%) Master's Degree
3 2 (4.00%) Computer Science Degree
Quality Assurance & Compliance
1 2 (4.00%) Actionable Recommendations
2 1 (2.00%) Data Quality
2 1 (2.00%) QA
System Software
1 12 (24.00%) Docker
2 2 (4.00%) Apache ZooKeeper
3 1 (2.00%) Apache Flume
3 1 (2.00%) HDFS
Systems Management
1 12 (24.00%) Ansible
2 8 (16.00%) Opscode Chef
3 4 (8.00%) Ganglia
3 4 (8.00%) Graphite
3 4 (8.00%) Nagios
3 4 (8.00%) StatsD
3 4 (8.00%) Terraform
4 1 (2.00%) Hadoop YARN
4 1 (2.00%) Puppet
Vendors
1 14 (28.00%) Oracle
2 4 (8.00%) Talend
3 3 (6.00%) Cloudera
3 3 (6.00%) Hortonworks
3 3 (6.00%) Informatica
3 3 (6.00%) SaltStack
4 2 (4.00%) Atlassian
4 2 (4.00%) Tableau
5 1 (2.00%) Cognos
5 1 (2.00%) Greenplum
5 1 (2.00%) MicroStrategy
5 1 (2.00%) Netezza
5 1 (2.00%) SAP
5 1 (2.00%) Sybase
5 1 (2.00%) Teradata
5 1 (2.00%) Vertica
5 1 (2.00%) Zoho
London
NST Recruitment Limited
Posted: 2 days ago
London
Bankside Recruitment
Rate: Up to £550.00 per day
Posted: 7 days ago