The table below looks at the statistics for Amazon EMR skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 27 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Apr 2015
Same period 2014 Same period 2013
Amazon Elastic MapReduce (Amazon EMR)
Rank 814 908 897
Rank change year-on-year
+94 -11
Permanent jobs citing Amazon EMR 85 24 6
As % of all permanent IT jobs located in the UK 0.077% 0.020% 0.005%
As % of the Cloud Services category 0.97% 0.37% 0.13%
Number of salaries quoted 68 18 6
Average salary £62,500 £73,750 £61,250
Average salary % change year-on-year
-15.25% +20.40%
90% offered a salary of more than £50,000 £40,000 £60,000
10% offered a salary of more than £80,000 £93,000 £63,750
UK excluding London average salary £61,250 £90,000 £62,500
% change year-on-year
-31.94% +44.00%

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

Cloud Services Category
UK
Permanent IT job ads with a match in the
Cloud Services category
8771 6553 4592
As % of all permanent IT jobs located in the UK 7.91% 5.52% 4.16%
Number of salaries quoted 7049 5408 3891
Average salary £50,000 £50,000 £50,000
90% offered a salary of more than £30,000 £30,000 £31,500
10% offered a salary of more than £73,750 £72,500 £70,000
UK excluding London average salary £45,000 £43,000 £45,000
% change year-on-year
+4.65% -4.44%

Amazon EMR
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Amazon EMR within the UK as a proportion of the total demand within the Cloud Services category.

Amazon EMR Jobs Demand Trend in the UK

Amazon EMR
Salary Trend

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

Amazon EMR Salary Trend in the UK

Amazon EMR
Salary Histogram

This chart provides a salary histogram for IT jobs citing Amazon EMR over the 3 months to 27 April 2015 within the UK.

Amazon EMR Salary Histogram in the UK

Amazon EMR
Top 19 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Amazon EMR within the UK over the 3 months to 27 April 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +92 83 £62,500 -15.25% 5
London +65 62 £62,500 -13.79% 2
Berkshire - 17 £62,500 -
South East - 17 £62,500 -
Slough - 7 £60,000 -
City of London +25 5 £55,000 -45.00%
West Midlands - 2 - -
Birmingham - 2 - -
Manchester +7 1 £54,000 -40.00% 2
North West +4 1 £54,000 -40.00% 2
East Midlands - 1 £47,500 -
Nottinghamshire - 1 £47,500 -
Nottingham - 1 £47,500 -
Rochdale - 1 £54,000 - 2
Edinburgh - 1 £45,000 -
County Antrim - 1 - - 1
Belfast - 1 - - 1
Scotland - 1 £45,000 -
Northern Ireland - 1 - - 1

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 27 April 2015, IT jobs within the UK citing Amazon EMR also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Amazon EMR.

1 92 (92.93%) Amazon AWS
2 82 (82.83%) Python
3 76 (76.77%) SQL
4 74 (74.75%) Hadoop
5 72 (72.73%) Amazon EC2
6 69 (69.70%) Apache Hive
7 68 (68.69%) Apache Pig
8 61 (61.62%) Big Data
9 55 (55.56%) Amazon S3
10 52 (52.53%) Analytical Skills
11 51 (51.52%) MongoDB
12 49 (49.49%) Analytics
13 48 (48.48%) Open Source
14 47 (47.47%) Bash Shell
15 46 (46.46%) Mahout
16 45 (45.45%) MapReduce
17 40 (40.40%) R
18 38 (38.38%) Visualisation
18 38 (38.38%) Jenkins
19 37 (37.37%) NoSQL
20 36 (36.36%) Impala
20 36 (36.36%) PostgreSQL
20 36 (36.36%) Continuous Integration
21 35 (35.35%) Unit Testing
21 35 (35.35%) Cascalog
21 35 (35.35%) Clojure
22 34 (34.34%) Data Visualisation
22 34 (34.34%) Opscode Chef
22 34 (34.34%) Statistical Analysis
23 33 (33.33%) VBA

Amazon EMR
Top Related IT Skills by Category

For the 6 months to 27 April 2015, IT jobs within the UK citing Amazon EMR also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Amazon EMR. Up to 20 skills are shown per category.

Application Platforms
1 68 (68.69%) Apache Pig
2 20 (20.20%) Apache Spark
3 18 (18.18%) Apache
4 15 (15.15%) SAS
5 2 (2.02%) Apache Solr
5 2 (2.02%) Elasticsearch
6 1 (1.01%) IIS
Applications
1 12 (12.12%) SPSS
Cloud Services
1 92 (92.93%) Amazon AWS
2 72 (72.73%) Amazon EC2
3 55 (55.56%) Amazon S3
4 14 (14.14%) Cloud Computing
4 14 (14.14%) Amazon Glacier
5 12 (12.12%) GitHub
6 8 (8.08%) Google Analytics
7 7 (7.07%) AWS Elastic Beanstalk
8 6 (6.06%) Amazon ELB
9 4 (4.04%) Amazon Kinesis
10 3 (3.03%) Google Cloud Platform
11 2 (2.02%) Route 53
11 2 (2.02%) Microsoft Azure
12 1 (1.01%) Google App Engine
12 1 (1.01%) Amazon SQS
12 1 (1.01%) Amazon ElastiCache
12 1 (1.01%) Virtual Private Cloud
Communications & Networking
1 14 (14.14%) SSH
2 1 (1.01%) NAS
2 1 (1.01%) Ethernet
2 1 (1.01%) DNS
2 1 (1.01%) SAN
2 1 (1.01%) DMZ
2 1 (1.01%) Internet
Database & Business Intelligence
1 74 (74.75%) Hadoop
2 69 (69.70%) Apache Hive
3 61 (61.62%) Big Data
4 51 (51.52%) MongoDB
5 46 (46.46%) Mahout
6 37 (37.37%) NoSQL
7 36 (36.36%) PostgreSQL
7 36 (36.36%) Impala
8 32 (32.32%) Amazon Redshift
9 28 (28.28%) Sqoop
10 17 (17.17%) HBase
10 17 (17.17%) Pentaho
10 17 (17.17%) Apache Cassandra
11 16 (16.16%) Relational Database
12 15 (15.15%) Amazon RDS
13 14 (14.14%) RDBMS
14 12 (12.12%) Triplestore
15 11 (11.11%) PowerCenter
15 11 (11.11%) DB2
15 11 (11.11%) SAP Data Services
Development Applications
1 38 (38.38%) Jenkins
2 33 (33.33%) Yeoman
2 33 (33.33%) Git (software)
3 25 (25.25%) Talend Open Studio
4 1 (1.01%) Team Foundation Server
4 1 (1.01%) Ant
4 1 (1.01%) Visual Studio
4 1 (1.01%) Eclipse
4 1 (1.01%) Maven
4 1 (1.01%) FitNesse
General
1 27 (27.27%) Games
2 23 (23.23%) Telecoms
3 22 (22.22%) Retail
4 11 (11.11%) Finance
5 9 (9.09%) Banking
6 2 (2.02%) Japanese Language
7 1 (1.01%) Marketing
7 1 (1.01%) Advertising
Job Titles
1 34 (34.34%) Data Scientist
2 16 (16.16%) Architect
3 15 (15.15%) Developer
4 14 (14.14%) Analyst
4 14 (14.14%) Data Architect
4 14 (14.14%) Data Analyst
4 14 (14.14%) DevOps Engineer
5 13 (13.13%) Big Data Architect
6 10 (10.10%) Solutions Architect
7 7 (7.07%) Web Engineer
7 7 (7.07%) AWS Engineer
8 6 (6.06%) Consultant
8 6 (6.06%) Data Consultant
8 6 (6.06%) Data Analytics Consultant
9 5 (5.05%) Big Data Developer
10 3 (3.03%) Software Engineer
11 2 (2.02%) .NET Developer
11 2 (2.02%) C# Developer
11 2 (2.02%) Senior Software Engineer
11 2 (2.02%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 35 (35.35%) Cascalog
2 33 (33.33%) Pandas
2 33 (33.33%) scikit-learn
2 33 (33.33%) SciPy
2 33 (33.33%) Natural Language Processing
2 33 (33.33%) D3.js
3 32 (32.32%) Web Services
4 16 (16.16%) SOAP
5 15 (15.15%) RESTful
6 11 (11.11%) Kafka
7 4 (4.04%) .NET
8 2 (2.02%) HTML
8 2 (2.02%) JDBC
8 2 (2.02%) Lucene
8 2 (2.02%) Apache Avro
9 1 (1.01%) Dapper ORM
9 1 (1.01%) HTML5
9 1 (1.01%) Memcached
9 1 (1.01%) REST
9 1 (1.01%) CSS3
Miscellaneous
1 52 (52.53%) Analytical Skills
2 48 (48.48%) Open Source
3 38 (38.38%) Visualisation
4 16 (16.16%) User Experience
5 13 (13.13%) Computer Science
6 10 (10.10%) Mathematics
7 5 (5.05%) Statistics
8 4 (4.04%) Xbox
9 2 (2.02%) Social Media
10 1 (1.01%) iPad
10 1 (1.01%) Data Extraction
10 1 (1.01%) Telematics
10 1 (1.01%) Client/Server
10 1 (1.01%) Mobile Games
10 1 (1.01%) Replication
10 1 (1.01%) Economics
Operating Systems
1 17 (17.17%) Linux
2 15 (15.15%) UNIX
3 2 (2.02%) Windows
4 1 (1.01%) Mac OS X
4 1 (1.01%) Windows Server 2008
Processes & Methodologies
1 49 (49.49%) Analytics
2 45 (45.45%) MapReduce
3 36 (36.36%) Continuous Integration
4 35 (35.35%) Unit Testing
5 34 (34.34%) Statistical Analysis
5 34 (34.34%) Data Visualisation
6 33 (33.33%) User Stories
6 33 (33.33%) Data Munging
6 33 (33.33%) Time Series Analysis
7 32 (32.32%) ETL
8 31 (31.31%) Agile Software Development
9 27 (27.27%) Data Transformation
10 24 (24.24%) DevOps
11 23 (23.23%) Use Case
12 21 (21.21%) Data Analytics
13 19 (19.19%) Coaching
14 18 (18.18%) Business Intelligence
15 16 (16.16%) Mentoring
16 13 (13.13%) Performance Tuning
17 12 (12.12%) Configuration Management
Programming Languages
1 82 (82.83%) Python
2 76 (76.77%) SQL
3 47 (47.47%) Bash Shell
4 40 (40.40%) R
5 35 (35.35%) Clojure
6 33 (33.33%) VBA
7 31 (31.31%) Java
8 14 (14.14%) C
8 14 (14.14%) HiveQL
9 13 (13.13%) Perl
9 13 (13.13%) PHP
10 11 (11.11%) Scala
11 6 (6.06%) Go
12 5 (5.05%) JavaScript
13 4 (4.04%) C#
14 2 (2.02%) Ruby
14 2 (2.02%) F#
15 1 (1.01%) MATLAB
15 1 (1.01%) PL/SQL
Qualifications
1 13 (13.13%) Degree
1 13 (13.13%) Security Cleared
2 2 (2.02%) SC Cleared
2 2 (2.02%) PhD
3 1 (1.01%) Microsoft Certification
3 1 (1.01%) MCSD
Quality Assurance & Compliance
1 1 (1.01%) QA
System Software
1 33 (33.33%) VirtualBox
2 28 (28.28%) Apache Flume
3 14 (14.14%) VMware Infrastructure
4 3 (3.03%) HDFS
5 1 (1.01%) VMware ESX
5 1 (1.01%) VMware ESXi
5 1 (1.01%) Apache ZooKeeper
Systems Management
1 34 (34.34%) Opscode Chef
2 33 (33.33%) Vagrant
3 20 (20.20%) Puppet
4 1 (1.01%) Ambari
4 1 (1.01%) Oozie
Vendors
1 25 (25.25%) Talend
2 24 (24.24%) Informatica
3 20 (20.20%) Netezza
3 20 (20.20%) Vertica
4 17 (17.17%) MicroStrategy
5 15 (15.15%) VMware
6 13 (13.13%) Teradata
6 13 (13.13%) Greenplum
6 13 (13.13%) SAP
6 13 (13.13%) Cognos
7 11 (11.11%) Oracle
8 9 (9.09%) Google
9 7 (7.07%) Tableau
10 4 (4.04%) Microsoft
11 3 (3.03%) Splunk
11 3 (3.03%) Cloudera
11 3 (3.03%) MapR
12 2 (2.02%) Datameer
12 2 (2.02%) Hadapt
12 2 (2.02%) Hortonworks
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