The table below looks at the statistics for Amazon EMR skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Amazon EMR over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
UK
Rank 551 633 611
Rank change year-on-year
+82 -22
Contract jobs citing Amazon EMR 50 3 12
As % of all contract IT jobs located in the UK 0.11% 0.006% 0.023%
As % of the Cloud Services category 0.87% 0.075% 0.47%
Number of daily rates quoted 38 2 11
Median daily rate £550 £503 £425
Median daily rate % change year-on-year
+9.45% +18.23%
90% offered a daily rate of more than £450 £445 £400
10% offered a daily rate of more than £600 £561 £700
UK excluding London median daily rate £575 - £413
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Cloud Services category in contract jobs advertised across the UK.

Cloud Services Category
UK
Contract IT job ads with a match in the
Cloud Services category
5719 3984 2534
As % of all contract IT jobs located in the UK 12.57% 7.78% 4.84%
Number of daily rates quoted 4053 2781 1629
Median daily rate £475 £450 £425
Median daily rate % change year-on-year
+5.55% +5.88%
90% offered a daily rate of more than £325 £315 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £425 £425 £400
% change year-on-year
- +6.25%
Number of hourly rates quoted 71 59 87
Median hourly rate £18.00 £24.50 £22.50
Median hourly rate % change year-on-year
-26.53% +8.88%
90% offered a hourly rate of more than £11.18 £13.80 £11.70
10% offered a hourly rate of more than £54.80 £80.00 £35.00
UK excluding London median hourly rate £17.00 £19.50 £22.50
% change year-on-year
-12.79% -13.35%

Amazon EMR
Jobs Demand Trend

The demand trend of contract jobs citing Amazon EMR as a proportion of all IT contracts with a match in the Cloud Services category.

Amazon EMR Jobs Demand Trend in the UK

Amazon EMR
Daily Rate Trend

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

Amazon EMR Daily Rate Trend in the UK

Amazon EMR
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Amazon EMR within the UK over the 3 months to 27 February 2017.

Amazon EMR Daily Rate Histogram in the UK

Amazon EMR
Top 17 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 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +59 50 £550 +9.45% 4
London +58 41 £519 +3.23% 3
City of London +9 10 £468 +8.72% 3
Cramlington - 4 £550 -
Northumberland - 4 £550 -
North East - 4 £550 -
Westminster - 3 - -
North West - 3 £600 - 1
Cheshire - 2 £600 -
Macclesfield - 2 £600 -
South East +19 1 - -
West Midlands - 1 - -
Docklands, London - 1 £600 -
West Sussex - 1 - -
Warwickshire - 1 - -
Rugby - 1 - -
Manchester - 1 - - 1

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 27 February 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 97 (100.00%) Amazon AWS
2 67 (69.07%) Big Data
3 59 (60.82%) Hadoop
4 58 (59.79%) Python
5 54 (55.67%) DevOps
6 53 (54.64%) Amazon EC2
7 49 (50.52%) Linux
8 48 (49.48%) Apache Spark
9 45 (46.39%) Opscode Chef
9 45 (46.39%) Apache Hive
10 44 (45.36%) Amazon S3
11 36 (37.11%) Scala
12 35 (36.08%) Agile Software Development
13 33 (34.02%) Perl
14 29 (29.90%) Docker
15 28 (28.87%) Ansible
15 28 (28.87%) Web Services
16 27 (27.84%) Kafka
17 26 (26.80%) MapReduce
18 25 (25.77%) ETL
18 25 (25.77%) NoSQL
19 24 (24.74%) Machine Learning
20 23 (23.71%) Virtual Private Cloud
21 21 (21.65%) AWS Lambda
22 20 (20.62%) Analytics
23 19 (19.59%) HBase
23 19 (19.59%) Java
24 18 (18.56%) Bash Shell
24 18 (18.56%) Relational Database
24 18 (18.56%) Amazon Redshift

Amazon EMR
Top Related 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 48 (49.48%) Apache Spark
2 13 (13.40%) Apache Pig
3 5 (5.15%) Apache
3 5 (5.15%) Elasticsearch
4 2 (2.06%) SAS
5 1 (1.03%) Confluence
Applications
1 2 (2.06%) MS Excel
1 2 (2.06%) SPSS
2 1 (1.03%) Stata
Business Applications
1 2 (2.06%) SAP Oil and Gas
Cloud Services
1 97 (100.00%) Amazon AWS
2 53 (54.64%) Amazon EC2
3 44 (45.36%) Amazon S3
4 23 (23.71%) Virtual Private Cloud
5 21 (21.65%) AWS Lambda
6 17 (17.53%) Amazon Kinesis
7 16 (16.49%) Amazon ELB
7 16 (16.49%) AWS Elastic Beanstalk
8 13 (13.40%) AWS CloudFormation
9 12 (12.37%) Route 53
10 5 (5.15%) Cloud Computing
10 5 (5.15%) Microsoft Azure
11 4 (4.12%) Amazon CloudWatch
11 4 (4.12%) Amazon SQS
11 4 (4.12%) AWS CloudTrail
11 4 (4.12%) AWS Data Pipeline
12 3 (3.09%) Amazon Glacier
12 3 (3.09%) Google Cloud Platform
13 2 (2.06%) Datadog
14 1 (1.03%) SaaS
Communications & Networking
1 4 (4.12%) VPN
Database & Business Intelligence
1 67 (69.07%) Big Data
2 59 (60.82%) Hadoop
3 45 (46.39%) Apache Hive
4 25 (25.77%) NoSQL
5 19 (19.59%) HBase
6 18 (18.56%) Amazon Redshift
6 18 (18.56%) Relational Database
7 11 (11.34%) Data Warehouse
8 10 (10.31%) Apache Cassandra
8 10 (10.31%) RDBMS
9 9 (9.28%) MongoDB
9 9 (9.28%) MySQL
9 9 (9.28%) Neo4j
10 8 (8.25%) Pentaho
11 6 (6.19%) Mahout
11 6 (6.19%) Sqoop
12 5 (5.15%) Amazon RDS
12 5 (5.15%) SQL Server
13 4 (4.12%) BusinessObjects
13 4 (4.12%) OLAP
Development Applications
1 18 (18.56%) Jenkins
2 5 (5.15%) Talend Open Studio
3 1 (1.03%) JIRA
General
1 10 (10.31%) Games
2 6 (6.19%) Finance
3 2 (2.06%) Banking
3 2 (2.06%) Electronics
3 2 (2.06%) Manufacturing
3 2 (2.06%) Marketing
3 2 (2.06%) Telecoms
Job Titles
1 33 (34.02%) AWS Engineer
2 29 (29.90%) DevOps Engineer
3 25 (25.77%) AWS DevOps
4 19 (19.59%) Architect
5 16 (16.49%) Data Engineer
6 14 (14.43%) Data Architect
7 12 (12.37%) Developer
8 11 (11.34%) Big Data Architect
9 10 (10.31%) Data Scientist
9 10 (10.31%) Hadoop Architect
10 9 (9.28%) Big Data Engineer
11 7 (7.22%) AWS Architect
12 6 (6.19%) Big Data Developer
12 6 (6.19%) DevOps Specialist
13 5 (5.15%) Solutions Architect
14 4 (4.12%) AWS Developer
14 4 (4.12%) Cloud Engineer
15 3 (3.09%) Senior Software Engineer
15 3 (3.09%) Software Developer
15 3 (3.09%) Software Engineer
Libraries, Frameworks & Software Standards
1 28 (28.87%) Web Services
2 27 (27.84%) Kafka
3 4 (4.12%) boto
3 4 (4.12%) HTML
3 4 (4.12%) JSON
3 4 (4.12%) OpenCV
3 4 (4.12%) YAML
4 3 (3.09%) NumPy
5 2 (2.06%) Django
5 2 (2.06%) Flask
5 2 (2.06%) Node.js
5 2 (2.06%) Pandas
5 2 (2.06%) scikit-learn
5 2 (2.06%) SciPy
5 2 (2.06%) Serverless Framework
5 2 (2.06%) Spark Streaming
6 1 (1.03%) MLlib
6 1 (1.03%) REST
6 1 (1.03%) SOAP
Miscellaneous
1 18 (18.56%) Algorithms
2 8 (8.25%) Analytical Skills
3 5 (5.15%) Enterprise Software
4 4 (4.12%) Data Centre
5 2 (2.06%) Computer Science
5 2 (2.06%) Hybrid Cloud
5 2 (2.06%) Linux Command Line
5 2 (2.06%) Smart Energy
Operating Systems
1 49 (50.52%) Linux
2 12 (12.37%) Unix
3 9 (9.28%) Windows
4 2 (2.06%) Red Hat Enterprise Linux
5 1 (1.03%) Debian
5 1 (1.03%) Ubuntu
Processes & Methodologies
1 54 (55.67%) DevOps
2 35 (36.08%) Agile Software Development
3 26 (26.80%) MapReduce
4 25 (25.77%) ETL
5 24 (24.74%) Machine Learning
6 20 (20.62%) Analytics
7 14 (14.43%) Business Intelligence
8 12 (12.37%) Change Management
8 12 (12.37%) Continuous Integration
8 12 (12.37%) E-Commerce
8 12 (12.37%) Load Testing
9 11 (11.34%) Continuous Delivery
9 11 (11.34%) Microservices
9 11 (11.34%) Scrum
9 11 (11.34%) Software Engineering
9 11 (11.34%) TDD
10 10 (10.31%) BDD
10 10 (10.31%) Data Analysis
10 10 (10.31%) Data Engineering
11 9 (9.28%) Information Security
Programming Languages
1 58 (59.79%) Python
2 36 (37.11%) Scala
3 33 (34.02%) Perl
4 19 (19.59%) Java
5 18 (18.56%) Bash Shell
6 14 (14.43%) SQL
7 9 (9.28%) Go
8 8 (8.25%) R
9 4 (4.12%) C
9 4 (4.12%) PHP
9 4 (4.12%) Shell Script
10 2 (2.06%) JavaScript
10 2 (2.06%) Ruby
11 1 (1.03%) PL/SQL
Qualifications
1 6 (6.19%) AWS Certification
2 2 (2.06%) Degree
3 1 (1.03%) BC Cleared
3 1 (1.03%) Security Cleared
Quality Assurance & Compliance
1 3 (3.09%) QA
System Software
1 29 (29.90%) Docker
2 13 (13.40%) HDFS
3 4 (4.12%) Active Directory
3 4 (4.12%) Virtual Machines
4 2 (2.06%) Apache Flume
5 1 (1.03%) Apache ZooKeeper
Systems Management
1 45 (46.39%) Opscode Chef
2 28 (28.87%) Ansible
3 16 (16.49%) Puppet
4 11 (11.34%) Terraform
5 9 (9.28%) Hadoop YARN
6 4 (4.12%) Docker Swarm
6 4 (4.12%) Kubernetes
7 2 (2.06%) Packer
7 2 (2.06%) Salt
8 1 (1.03%) Oozie
Vendors
1 17 (17.53%) Oracle
2 7 (7.22%) Informatica
2 7 (7.22%) MicroStrategy
3 6 (6.19%) SAP
4 5 (5.15%) Tableau
4 5 (5.15%) Talend
4 5 (5.15%) Teradata
5 4 (4.12%) Ab Initio
5 4 (4.12%) Actian
5 4 (4.12%) ParAccel
5 4 (4.12%) Sybase
6 3 (3.09%) Google
6 3 (3.09%) Microsoft
7 2 (2.06%) ForgeRock
7 2 (2.06%) Red Hat
7 2 (2.06%) Salesforce.com
8 1 (1.03%) Cloudera
8 1 (1.03%) Greenplum
8 1 (1.03%) Netezza
8 1 (1.03%) Vertica