Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon EMR skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EMR over the 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > London
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 746 724 842
Rank change year-on-year -22 +118 +33
Permanent jobs citing Amazon EMR 64 101 69
As % of all permanent IT jobs advertised in London 0.091% 0.14% 0.081%
As % of the Cloud Services category 0.41% 0.91% 0.70%
Number of salaries quoted 54 94 62
London median annual salary £85,000 £75,000 £60,000
Median salary % change year-on-year +13.33% +25.00% +9.09%
10th Percentile £62,000 £56,250 £41,250
90th Percentile £115,000 £86,250 £86,125
England median annual salary £71,250 £75,000 £60,000
% change year-on-year -5.00% +25.00% +9.09%

Amazon EMR is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 15,678 11,076 9,841
As % of all permanent IT jobs advertised in London 22.30% 15.67% 11.54%
Number of salaries quoted 13,222 9,529 8,428
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +1.85%
10th Percentile £35,000 £33,750 £32,425
90th Percentile £90,000 £86,250 £85,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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
Salary Trend in London

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

Salary trend for Amazon EMR in London

Amazon EMR
Salary Histogram in London

The salary distribution of IT jobs citing Amazon EMR in London over the 6 months to 19 January 2018.

Salary histogram for Amazon EMR in London

Amazon EMR
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the London region over the 6 months to 19 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -11 12 £90,000 +9.09% 2
Amazon EMR
England

For the 6 months to 19 January 2018, IT 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 job ads across the London region with a requirement for Amazon EMR.

1 64 (100.00%) Amazon AWS
2 50 (78.13%) Python
3 35 (54.69%) Java
3 35 (54.69%) Apache Spark
4 31 (48.44%) Hadoop
5 29 (45.31%) Big Data
6 25 (39.06%) DevOps
7 24 (37.50%) Apache Hive
7 24 (37.50%) Linux
7 24 (37.50%) AWS Lambda
8 23 (35.94%) Serverless
8 23 (35.94%) Scala
9 22 (34.38%) Ansible
10 21 (32.81%) Docker
10 21 (32.81%) Kafka
11 20 (31.25%) Amazon Redshift
12 19 (29.69%) Amazon Kinesis
12 19 (29.69%) HBase
12 19 (29.69%) Amazon EC2
12 19 (29.69%) NoSQL
13 18 (28.13%) Machine Learning
14 17 (26.56%) SQL
15 16 (25.00%) Apache
15 16 (25.00%) MapReduce
15 16 (25.00%) R
16 15 (23.44%) Amazon S3
16 15 (23.44%) Opscode Chef
16 15 (23.44%) Analytics
17 14 (21.88%) Virtual Private Cloud
17 14 (21.88%) Apache Cassandra

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 35 (54.69%) Apache Spark
2 16 (25.00%) Apache
3 13 (20.31%) Elasticsearch
4 9 (14.06%) Apache Pig
5 7 (10.94%) SAS
6 3 (4.69%) Apache Airflow
7 2 (3.13%) Apache Solr
7 2 (3.13%) Confluence
7 2 (3.13%) JBoss
7 2 (3.13%) WebLogic
8 1 (1.56%) Jupyter
8 1 (1.56%) Luigi
Applications
1 7 (10.94%) SPSS
2 1 (1.56%) Weka
Cloud Services
1 64 (100.00%) Amazon AWS
2 24 (37.50%) AWS Lambda
3 23 (35.94%) Serverless
4 19 (29.69%) Amazon EC2
4 19 (29.69%) Amazon Kinesis
5 15 (23.44%) Amazon S3
6 14 (21.88%) Virtual Private Cloud
7 13 (20.31%) Amazon CloudWatch
8 12 (18.75%) Amazon SQS
8 12 (18.75%) AWS CloudTrail
8 12 (18.75%) Route 53
9 8 (12.50%) Cloud Computing
10 7 (10.94%) AWS CloudFormation
11 6 (9.38%) GitHub
12 3 (4.69%) AWS Elastic Beanstalk
13 2 (3.13%) Amazon ElastiCache
13 2 (3.13%) Amazon Glacier
13 2 (3.13%) AWS OpsWorks
13 2 (3.13%) CloudFront
13 2 (3.13%) Microsoft Azure
Communications & Networking
1 12 (18.75%) VPN
2 7 (10.94%) DAB
Database & Business Intelligence
1 31 (48.44%) Hadoop
2 29 (45.31%) Big Data
3 24 (37.50%) Apache Hive
4 20 (31.25%) Amazon Redshift
5 19 (29.69%) HBase
5 19 (29.69%) NoSQL
6 14 (21.88%) Apache Cassandra
7 12 (18.75%) MongoDB
7 12 (18.75%) PostgreSQL
8 11 (17.19%) Amazon RDS
8 11 (17.19%) Sqoop
9 10 (15.63%) Data Warehouse
10 9 (14.06%) Amazon DynamoDB
10 9 (14.06%) Relational Database
11 7 (10.94%) OpenTSDB
11 7 (10.94%) Parquet
11 7 (10.94%) SQL Server
11 7 (10.94%) Triplestore
12 6 (9.38%) Amazon Athena
12 6 (9.38%) Impala
Development Applications
1 10 (15.63%) Jenkins
2 3 (4.69%) Selenium
3 2 (3.13%) Ant
3 2 (3.13%) Atlassian Bamboo
3 2 (3.13%) Bitbucket
3 2 (3.13%) GoCD
3 2 (3.13%) Gradle
3 2 (3.13%) HP UFT
3 2 (3.13%) IBM UrbanCode
3 2 (3.13%) JIRA
3 2 (3.13%) Maven
3 2 (3.13%) Subversion
3 2 (3.13%) TeamCity
3 2 (3.13%) TestComplete
4 1 (1.56%) Git (software)
4 1 (1.56%) GitLab
4 1 (1.56%) Vagrant
4 1 (1.56%) webpack
General
1 12 (18.75%) Finance
2 9 (14.06%) Banking
3 7 (10.94%) Retail
4 6 (9.38%) Telecoms
5 3 (4.69%) Digital Economy
6 2 (3.13%) Manufacturing
7 1 (1.56%) Legal
7 1 (1.56%) Marketing
7 1 (1.56%) Pharmaceutical
7 1 (1.56%) Retail Banking
Job Titles
1 21 (32.81%) DevOps Engineer
2 13 (20.31%) Data Engineer
3 11 (17.19%) Architect
3 11 (17.19%) AWS Engineer
4 10 (15.63%) AWS DevOps
4 10 (15.63%) AWS DevOps Engineer
4 10 (15.63%) Data Architect
5 8 (12.50%) Big Data Architect
6 7 (10.94%) Big Data Engineer
6 7 (10.94%) Big Data Solutions Architect
6 7 (10.94%) Solutions Architect
7 6 (9.38%) Developer
7 6 (9.38%) Lead Architect
7 6 (9.38%) Lead Data Architect
7 6 (9.38%) Lead Solutions Architect
8 5 (7.81%) Senior Developer
9 4 (6.25%) .NET Developer
9 4 (6.25%) C# Developer
9 4 (6.25%) Scala Developer
9 4 (6.25%) Senior C# .NET Developer
Libraries, Frameworks & Software Standards
1 21 (32.81%) Kafka
2 14 (21.88%) Web Services
3 11 (17.19%) Elastic Stack
4 8 (12.50%) Natural Language Processing
4 8 (12.50%) React
5 7 (10.94%) AngularJS
5 7 (10.94%) Apache Thrift
5 7 (10.94%) Lambda Expressions
5 7 (10.94%) PostGIS
5 7 (10.94%) Protocol Buffers
6 5 (7.81%) RabbitMQ
7 4 (6.25%) .NET
7 4 (6.25%) ASP.NET
7 4 (6.25%) ASP.NET MVC
7 4 (6.25%) ASP.NET Web API
7 4 (6.25%) Backbone.js
7 4 (6.25%) JSON
7 4 (6.25%) Node.js
7 4 (6.25%) Samza
8 3 (4.69%) CSS
Miscellaneous
1 10 (15.63%) Fintech
2 8 (12.50%) Algorithms
3 7 (10.94%) Computer Science
3 7 (10.94%) Hedge funds
4 5 (7.81%) Analytical Skills
5 4 (6.25%) Tandem
5 4 (6.25%) User Experience
6 3 (4.69%) Greenfield Project
7 2 (3.13%) Data Structures
7 2 (3.13%) Linux Command Line
8 1 (1.56%) Augmented Reality
8 1 (1.56%) Client/Server
Operating Systems
1 24 (37.50%) Linux
2 5 (7.81%) Unix
3 3 (4.69%) Android
3 3 (4.69%) Apple iOS
3 3 (4.69%) Ubuntu
4 1 (1.56%) Windows
Processes & Methodologies
1 25 (39.06%) DevOps
2 18 (28.13%) Machine Learning
3 16 (25.00%) MapReduce
4 15 (23.44%) Analytics
5 14 (21.88%) Open Source
6 12 (18.75%) Load Balancing
7 11 (17.19%) Agile Software Development
7 11 (17.19%) Continuous Improvement
7 11 (17.19%) ETL
7 11 (17.19%) Performance Tuning
8 10 (15.63%) Auto-Scaling
8 10 (15.63%) Configuration Management
8 10 (15.63%) Continuous Integration
9 8 (12.50%) Continuous Deployment
9 8 (12.50%) Data Engineering
10 7 (10.94%) Mentoring
10 7 (10.94%) Time Series Analysis
11 6 (9.38%) Software Engineering
12 5 (7.81%) E-Commerce
13 4 (6.25%) Data Modelling
Programming Languages
1 50 (78.13%) Python
2 35 (54.69%) Java
3 23 (35.94%) Scala
4 17 (26.56%) SQL
5 16 (25.00%) R
6 12 (18.75%) JavaScript
6 12 (18.75%) Perl
7 10 (15.63%) Ruby
8 9 (14.06%) PHP
9 5 (7.81%) Bash Shell
10 4 (6.25%) C#
10 4 (6.25%) CoffeeScript
10 4 (6.25%) F#
11 3 (4.69%) C++
12 2 (3.13%) C
12 2 (3.13%) PowerShell
12 2 (3.13%) Shell Script
13 1 (1.56%) ES6
13 1 (1.56%) MATLAB
Qualifications
1 10 (15.63%) AWS Certification
2 2 (3.13%) Degree
2 2 (3.13%) PhD
3 1 (1.56%) Computer Science Degree
3 1 (1.56%) Master's Degree
Quality Assurance & Compliance
1 1 (1.56%) GDPR
System Software
1 21 (32.81%) Docker
2 12 (18.75%) HDFS
3 11 (17.19%) Apache Flume
4 1 (1.56%) Apache ZooKeeper
4 1 (1.56%) LXC
Systems Management
1 22 (34.38%) Ansible
2 15 (23.44%) Opscode Chef
3 13 (20.31%) Hadoop YARN
4 8 (12.50%) Mesos
5 7 (10.94%) Kibana
5 7 (10.94%) logstash
6 6 (9.38%) Puppet
7 5 (7.81%) Terraform
8 4 (6.25%) Graphite
9 2 (3.13%) Nagios
9 2 (3.13%) Prometheus
10 1 (1.56%) Kubernetes
10 1 (1.56%) Oozie
10 1 (1.56%) Packer
Vendors
1 9 (14.06%) Hortonworks
2 6 (9.38%) Cloudera
2 6 (9.38%) Teradata
3 5 (7.81%) Informatica
4 4 (6.25%) Oracle
5 3 (4.69%) Talend
6 2 (3.13%) CA Agile Central
6 2 (3.13%) MicroStrategy
6 2 (3.13%) Splunk
7 1 (1.56%) Ab Initio
7 1 (1.56%) Actian
7 1 (1.56%) Cadence
7 1 (1.56%) Cognos
7 1 (1.56%) Greenplum
7 1 (1.56%) LexisNexis
7 1 (1.56%) Netezza
7 1 (1.56%) New Relic
7 1 (1.56%) ParAccel
7 1 (1.56%) Sybase
7 1 (1.56%) Vertica