Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 762 724 836
Rank change year-on-year -38 +112 +30
Permanent jobs citing Amazon EMR 82 121 80
As % of all permanent IT jobs advertised in London 0.11% 0.16% 0.090%
As % of the Cloud Services category 0.53% 1.04% 0.83%
Number of salaries quoted 56 112 60
London median annual salary £70,000 £75,000 £67,500
Median salary % change year-on-year -6.67% +11.11% +8.00%
10th Percentile £48,750 £56,250 £40,750
90th Percentile £115,000 £90,000 £87,000
England median annual salary £65,000 £75,000 £65,000
% change year-on-year -13.33% +15.38% -

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 15550 11594 9661
As % of all permanent IT jobs advertised in London 20.73% 15.26% 10.82%
Number of salaries quoted 12903 10038 8212
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +4.76%
10th Percentile £35,000 £33,750 £32,000
90th Percentile £88,750 £86,250 £85,000
England median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% +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 18 November 2017.

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 18 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +4 9 £92,500 +12.12% 2
West London +17 1 £125,000 +56.25%
Amazon EMR
England

For the 6 months to 18 November 2017, 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 82 (100.00%) Amazon AWS
2 62 (75.61%) Java
3 45 (54.88%) Python
4 44 (53.66%) DevOps
5 38 (46.34%) PostgreSQL
6 36 (43.90%) Linux
6 36 (43.90%) SQL Server
7 35 (42.68%) Agile Software Development
7 35 (42.68%) Analytics
8 33 (40.24%) Amazon RDS
9 31 (37.80%) .NET
9 31 (37.80%) Microservices
10 29 (35.37%) Apache Spark
11 28 (34.15%) Migration
11 28 (34.15%) Hadoop
11 28 (34.15%) Data Migration
12 27 (32.93%) Open Source
12 27 (32.93%) SQL
13 26 (31.71%) Amazon EC2
14 23 (28.05%) Big Data
15 22 (26.83%) NoSQL
15 22 (26.83%) Oracle
16 21 (25.61%) Finance
16 21 (25.61%) Computer Science
17 20 (24.39%) MongoDB
17 20 (24.39%) Apache Cassandra
17 20 (24.39%) Jenkins
18 19 (23.17%) Docker
18 19 (23.17%) Apache Hive
18 19 (23.17%) Data Analytics

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 29 (35.37%) Apache Spark
2 18 (21.95%) Apache
3 13 (15.85%) Confluence
4 12 (14.63%) Elasticsearch
5 10 (12.20%) Apache Pig
5 10 (12.20%) SharePoint
6 9 (10.98%) Oracle SOA Suite
7 8 (9.76%) SAS
8 4 (4.88%) Apache Solr
9 2 (2.44%) JBoss
9 2 (2.44%) Jupyter
9 2 (2.44%) WebLogic
Applications
1 6 (7.32%) SPSS
Cloud Services
1 82 (100.00%) Amazon AWS
2 26 (31.71%) Amazon EC2
3 16 (19.51%) AWS Lambda
4 14 (17.07%) Serverless
5 13 (15.85%) Amazon S3
5 13 (15.85%) AWS CloudFormation
6 11 (13.41%) Amazon CloudWatch
7 10 (12.20%) Amazon Kinesis
8 7 (8.54%) Virtual Private Cloud
9 6 (7.32%) Amazon SQS
9 6 (7.32%) AWS CloudTrail
9 6 (7.32%) Cloud Computing
9 6 (7.32%) Route 53
10 5 (6.10%) GitHub
11 4 (4.88%) Microsoft Azure
12 3 (3.66%) AWS Elastic Beanstalk
12 3 (3.66%) Google Cloud Platform
13 2 (2.44%) Amazon ElastiCache
13 2 (2.44%) AWS OpsWorks
13 2 (2.44%) CloudFront
Communications & Networking
1 6 (7.32%) VPN
2 5 (6.10%) HTTP
3 4 (4.88%) DAB
4 1 (1.22%) FTP
4 1 (1.22%) Internet
Database & Business Intelligence
1 38 (46.34%) PostgreSQL
2 36 (43.90%) SQL Server
3 33 (40.24%) Amazon RDS
4 28 (34.15%) Hadoop
5 23 (28.05%) Big Data
6 22 (26.83%) NoSQL
7 20 (24.39%) Apache Cassandra
7 20 (24.39%) MongoDB
8 19 (23.17%) Apache Hive
9 16 (19.51%) Relational Database
10 15 (18.29%) Amazon DynamoDB
10 15 (18.29%) Amazon Redshift
11 14 (17.07%) HBase
12 9 (10.98%) SQL Server 2008
12 9 (10.98%) SQL Server 2012
12 9 (10.98%) Sqoop
13 7 (8.54%) Data Warehouse
13 7 (8.54%) OpenTSDB
14 6 (7.32%) Parquet
14 6 (7.32%) Triplestore
Development Applications
1 20 (24.39%) Jenkins
2 13 (15.85%) JIRA
3 12 (14.63%) Bitbucket
4 11 (13.41%) Git (software)
5 4 (4.88%) Selenium
5 4 (4.88%) Talend Open Studio
6 2 (2.44%) Ant
6 2 (2.44%) Atlassian Bamboo
6 2 (2.44%) Gradle
6 2 (2.44%) HP UFT
6 2 (2.44%) IBM UrbanCode
6 2 (2.44%) Maven
6 2 (2.44%) Subversion
6 2 (2.44%) TeamCity
6 2 (2.44%) TestComplete
7 1 (1.22%) SonarQube
7 1 (1.22%) SQL Server Management Studio (SSMS)
7 1 (1.22%) Vagrant
7 1 (1.22%) webpack
General
1 21 (25.61%) Finance
2 7 (8.54%) Banking
3 6 (7.32%) Retail
4 5 (6.10%) Telecoms
5 3 (3.66%) Digital Economy
6 2 (2.44%) Legal
6 2 (2.44%) Marketing
7 1 (1.22%) Manufacturing
Job Titles
1 18 (21.95%) DBA
2 13 (15.85%) Developer
3 11 (13.41%) DevOps Engineer
4 9 (10.98%) Architect
4 9 (10.98%) Data Architect
4 9 (10.98%) PostgreSQL DBA
4 9 (10.98%) SQL DBA
5 8 (9.76%) Big Data Architect
5 8 (9.76%) Big Data Engineer
5 8 (9.76%) Data Engineer
6 7 (8.54%) Big Data Solutions Architect
6 7 (8.54%) Solutions Architect
7 6 (7.32%) Java Developer
7 6 (7.32%) Lead Architect
7 6 (7.32%) Lead Data Architect
7 6 (7.32%) Lead Solutions Architect
8 5 (6.10%) AWS Engineer
8 5 (6.10%) Senior Developer
8 5 (6.10%) SQL Server DBA
9 4 (4.88%) AWS Developer
Libraries, Frameworks & Software Standards
1 31 (37.80%) .NET
2 15 (18.29%) Kafka
3 8 (9.76%) Web Services
4 7 (8.54%) React
4 7 (8.54%) RESTful
5 6 (7.32%) AngularJS
5 6 (7.32%) Apache Thrift
5 6 (7.32%) Elastic Stack
5 6 (7.32%) JSON
5 6 (7.32%) PostGIS
5 6 (7.32%) Protocol Buffers
5 6 (7.32%) Spring
6 5 (6.10%) Dropwizard
6 5 (6.10%) Lambda Expressions
6 5 (6.10%) Natural Language Processing
6 5 (6.10%) Spring Boot
7 4 (4.88%) Backbone.js
7 4 (4.88%) CSS
7 4 (4.88%) Node.js
7 4 (4.88%) REST
Miscellaneous
1 21 (25.61%) Computer Science
2 6 (7.32%) Algorithms
3 4 (4.88%) Fintech
3 4 (4.88%) Hedge funds
3 4 (4.88%) User Experience
4 3 (3.66%) Analytical Skills
4 3 (3.66%) Greenfield Project
5 2 (2.44%) Data Structures
6 1 (1.22%) Augmented Reality
6 1 (1.22%) Client/Server
6 1 (1.22%) Clustering
6 1 (1.22%) Internet of Things
6 1 (1.22%) Replication
Operating Systems
1 36 (43.90%) Linux
2 18 (21.95%) Windows
2 18 (21.95%) Windows Server
3 3 (3.66%) Android
3 3 (3.66%) Apple iOS
3 3 (3.66%) Unix
Processes & Methodologies
1 44 (53.66%) DevOps
2 35 (42.68%) Agile Software Development
2 35 (42.68%) Analytics
3 31 (37.80%) Microservices
4 28 (34.15%) Data Migration
4 28 (34.15%) Migration
5 27 (32.93%) Open Source
6 19 (23.17%) Continuous Integration
6 19 (23.17%) Data Analytics
7 18 (21.95%) SOA
8 17 (20.73%) MapReduce
9 14 (17.07%) Machine Learning
10 11 (13.41%) Continuous Delivery
10 11 (13.41%) Performance Tuning
11 10 (12.20%) E-Commerce
11 10 (12.20%) Scrum
12 8 (9.76%) Software Engineering
12 8 (9.76%) TDD
13 7 (8.54%) Configuration Management
13 7 (8.54%) Continuous Deployment
Programming Languages
1 62 (75.61%) Java
2 45 (54.88%) Python
3 27 (32.93%) SQL
4 14 (17.07%) R
4 14 (17.07%) Scala
5 13 (15.85%) JavaScript
6 11 (13.41%) Ruby
7 9 (10.98%) Perl
8 7 (8.54%) PHP
9 4 (4.88%) Bash Shell
9 4 (4.88%) C#
10 3 (3.66%) CoffeeScript
10 3 (3.66%) F#
10 3 (3.66%) Shell Script
11 2 (2.44%) PowerShell
12 1 (1.22%) ES6
12 1 (1.22%) Go
12 1 (1.22%) MATLAB
12 1 (1.22%) T-SQL
Qualifications
1 18 (21.95%) Degree
2 17 (20.73%) Computer Science Degree
3 16 (19.51%) Master's Degree
4 4 (4.88%) AWS Certification
5 1 (1.22%) PhD
Quality Assurance & Compliance
1 2 (2.44%) GCP
2 1 (1.22%) GDPR
System Software
1 19 (23.17%) Docker
2 9 (10.98%) Apache Flume
3 6 (7.32%) HDFS
4 1 (1.22%) Apache ZooKeeper
4 1 (1.22%) LXC
Systems Management
1 12 (14.63%) Ansible
2 10 (12.20%) Opscode Chef
3 7 (8.54%) Hadoop YARN
4 6 (7.32%) Kibana
4 6 (7.32%) logstash
5 4 (4.88%) Puppet
6 3 (3.66%) Graphite
6 3 (3.66%) Mesos
7 2 (2.44%) Nagios
7 2 (2.44%) Terraform
8 1 (1.22%) Oozie
8 1 (1.22%) Packer
Vendors
1 22 (26.83%) Oracle
2 15 (18.29%) Cognizant
3 11 (13.41%) Atlassian
4 8 (9.76%) Hortonworks
5 5 (6.10%) Cloudera
5 5 (6.10%) Informatica
5 5 (6.10%) Teradata
6 4 (4.88%) Talend
7 3 (3.66%) Google
8 2 (2.44%) CA Agile Central
8 2 (2.44%) LexisNexis
8 2 (2.44%) MapR
8 2 (2.44%) Microsoft
8 2 (2.44%) Splunk
9 1 (1.22%) Cadence
9 1 (1.22%) Paxata
9 1 (1.22%) Salesforce.com
9 1 (1.22%) SAP
9 1 (1.22%) Sun
9 1 (1.22%) Tableau