Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England > London
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 687 772 741
Rank change year-on-year +85 -31 +79
Permanent jobs citing Amazon EMR 125 71 117
As % of all permanent IT jobs advertised in London 0.19% 0.096% 0.15%
As % of the Cloud Services category 0.69% 0.47% 1.01%
Number of salaries quoted 115 44 108
London median annual salary £72,500 £67,500 £75,000
Median salary % change year-on-year +7.41% -10.00% +15.38%
10th Percentile £58,750 £48,750 £55,875
90th Percentile £105,000 £115,000 £102,750
England median annual salary £75,000 £62,500 £75,000
% change year-on-year +20.00% -16.67% +25.00%

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 18,031 14,964 11,532
As % of all permanent IT jobs advertised in London 26.71% 20.17% 14.99%
Number of salaries quoted 14,552 12,327 9,942
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £34,880 £34,741 £33,750
90th Percentile £93,750 £88,750 £85,000
England median annual salary £55,000 £52,500 £51,500
% change year-on-year +4.76% +1.94% +7.29%

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 20 October 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 20 October 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 -1 31 £80,000 -28.09% 6
West London +42 3 £70,000 -44.00% 2
East London - 1 - - 1
Amazon EMR
England

For the 6 months to 20 October 2018, IT jobs citing Amazon EMR also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Amazon EMR.

1 125 (100.00%) Amazon AWS
2 89 (71.20%) Python
3 82 (65.60%) Hadoop
4 81 (64.80%) Apache Spark
5 79 (63.20%) Big Data
6 68 (54.40%) SQL
7 62 (49.60%) ETL
8 55 (44.00%) NoSQL
9 49 (39.20%) Java
10 47 (37.60%) Amazon EC2
10 47 (37.60%) Analytics
11 45 (36.00%) Amazon S3
12 44 (35.20%) Apache Hive
12 44 (35.20%) Amazon Redshift
13 43 (34.40%) Kafka
14 39 (31.20%) Scala
14 39 (31.20%) Amazon Kinesis
15 37 (29.60%) Hortonworks
16 36 (28.80%) DevOps
17 30 (24.00%) Docker
17 30 (24.00%) Software Engineering
18 29 (23.20%) MongoDB
18 29 (23.20%) Prometheus
18 29 (23.20%) Data Science
19 28 (22.40%) Amazon Athena
19 28 (22.40%) Terraform
19 28 (22.40%) HDFS
20 27 (21.60%) Linux
21 26 (20.80%) Agile Software Development
21 26 (20.80%) Amazon RDS

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 81 (64.80%) Apache Spark
2 25 (20.00%) Apache
3 16 (12.80%) Elasticsearch
4 14 (11.20%) Apache Pig
5 9 (7.20%) Apache Airflow
6 6 (4.80%) NServiceBus
7 5 (4.00%) Tomcat
7 5 (4.00%) WildFly
8 2 (1.60%) Apache Solr
8 2 (1.60%) Confluence
8 2 (1.60%) Jupyter
8 2 (1.60%) Luigi
8 2 (1.60%) SAS
9 1 (0.80%) MediaWiki
Cloud Services
1 125 (100.00%) Amazon AWS
2 47 (37.60%) Amazon EC2
3 45 (36.00%) Amazon S3
4 39 (31.20%) Amazon Kinesis
5 23 (18.40%) AWS Lambda
6 20 (16.00%) Serverless
7 15 (12.00%) Microsoft Azure
8 14 (11.20%) Amazon ELB
9 13 (10.40%) Google Cloud Platform
10 12 (9.60%) IBM Cloud
11 6 (4.80%) Amazon SQS
12 4 (3.20%) Adobe Analytics
12 4 (3.20%) Amazon CloudWatch
12 4 (3.20%) Amazon ElastiCache
12 4 (3.20%) AWS Data Pipeline
13 3 (2.40%) Cloud Computing
13 3 (2.40%) Route 53
14 2 (1.60%) Amazon Glacier
14 2 (1.60%) AWS CloudFormation
14 2 (1.60%) PaaS
Communications & Networking
1 5 (4.00%) Kerberos
2 2 (1.60%) DAB
Database & Business Intelligence
1 82 (65.60%) Hadoop
2 79 (63.20%) Big Data
3 55 (44.00%) NoSQL
4 44 (35.20%) Amazon Redshift
4 44 (35.20%) Apache Hive
5 29 (23.20%) MongoDB
6 28 (22.40%) Amazon Athena
7 26 (20.80%) Amazon RDS
8 25 (20.00%) Apache Cassandra
9 20 (16.00%) HBase
9 20 (16.00%) MySQL
10 15 (12.00%) Amazon DynamoDB
11 14 (11.20%) PostgreSQL
12 12 (9.60%) Cosmos DB
13 10 (8.00%) SQL Server
14 9 (7.20%) Data Warehouse
14 9 (7.20%) MariaDB
15 8 (6.40%) Neo4j
16 7 (5.60%) Presto
16 7 (5.60%) Sqoop
Development Applications
1 21 (16.80%) Jenkins
2 18 (14.40%) Git (software)
3 9 (7.20%) Subversion
4 8 (6.40%) Atlassian Bamboo
4 8 (6.40%) Vagrant
5 3 (2.40%) JIRA
6 1 (0.80%) CircleCI
6 1 (0.80%) Gradle
6 1 (0.80%) JMeter
6 1 (0.80%) JUnit
6 1 (0.80%) Mockito
6 1 (0.80%) RStudio
6 1 (0.80%) Selenium
6 1 (0.80%) SonarQube
6 1 (0.80%) Spock
General
1 20 (16.00%) Finance
2 14 (11.20%) Banking
3 10 (8.00%) Advertising
4 8 (6.40%) Retail
5 6 (4.80%) Manufacturing
5 6 (4.80%) Music Industry
6 4 (3.20%) Law
7 2 (1.60%) Marketing
7 2 (1.60%) Telecoms
8 1 (0.80%) Digital Economy
8 1 (0.80%) Legal
8 1 (0.80%) Pharmaceutical
Job Titles
1 57 (45.60%) Data Engineer
2 29 (23.20%) Big Data Engineer
3 22 (17.60%) AWS Engineer
4 20 (16.00%) Architect
4 20 (16.00%) Hadoop Engineer
5 19 (15.20%) DevOps Engineer
6 18 (14.40%) Data Architect
7 12 (9.60%) AWS DevOps
7 12 (9.60%) AWS DevOps Engineer
8 11 (8.80%) AWS Architect
8 11 (8.80%) Cloud Engineer
8 11 (8.80%) Java Engineer
9 10 (8.00%) Linux Engineer
10 9 (7.20%) Platform Engineer
11 8 (6.40%) AWS Solutions Architect
11 8 (6.40%) Solutions Architect
12 7 (5.60%) Azure DevOps
12 7 (5.60%) Azure DevOps Engineer
12 7 (5.60%) Azure Engineer
13 6 (4.80%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 43 (34.40%) Kafka
2 19 (15.20%) PySpark
3 18 (14.40%) RabbitMQ
4 16 (12.80%) Web Services
5 10 (8.00%) REST
6 9 (7.20%) ActiveMQ
6 9 (7.20%) AngularJS
6 9 (7.20%) Spark Streaming
7 8 (6.40%) Elastic Stack
7 8 (6.40%) JSON
7 8 (6.40%) Middleware
8 7 (5.60%) .NET
8 7 (5.60%) XML
9 6 (4.80%) Node.js
9 6 (4.80%) Swagger
10 5 (4.00%) LAMP
10 5 (4.00%) LDAP
10 5 (4.00%) Pandas
11 4 (3.20%) NumPy
11 4 (3.20%) PostGIS
Miscellaneous
1 12 (9.60%) Algorithms
2 11 (8.80%) Fintech
3 9 (7.20%) Clustering
3 9 (7.20%) Linux Command Line
3 9 (7.20%) Replication
4 8 (6.40%) Analytical Skills
4 8 (6.40%) Computer Science
5 7 (5.60%) Blog
6 6 (4.80%) Greenfield Project
7 4 (3.20%) Hedge funds
8 2 (1.60%) Data Centre
9 1 (0.80%) Anti-Piracy
9 1 (0.80%) Data Structures
9 1 (0.80%) Enterprise Software
9 1 (0.80%) Life Science
9 1 (0.80%) Marketing Technology
9 1 (0.80%) Social Media
9 1 (0.80%) Wiki
Operating Systems
1 27 (21.60%) Linux
2 5 (4.00%) CentOS
2 5 (4.00%) Ubuntu
3 3 (2.40%) Red Hat Enterprise Linux
3 3 (2.40%) Unix
4 1 (0.80%) Windows
Processes & Methodologies
1 62 (49.60%) ETL
2 47 (37.60%) Analytics
3 36 (28.80%) DevOps
4 30 (24.00%) Software Engineering
5 29 (23.20%) Data Science
6 26 (20.80%) Agile Software Development
7 21 (16.80%) Configuration Management
8 20 (16.00%) Data Engineering
9 14 (11.20%) Continuous Integration
9 14 (11.20%) Data Modelling
10 12 (9.60%) Data Munging
11 11 (8.80%) Machine Learning
12 10 (8.00%) E-Commerce
12 10 (8.00%) Open Source
13 9 (7.20%) Data Architecture
13 9 (7.20%) Load Balancing
13 9 (7.20%) SQL Optimisation
14 8 (6.40%) Problem-Solving
14 8 (6.40%) Translating Business Requirements
14 8 (6.40%) Unit Testing
Programming Languages
1 89 (71.20%) Python
2 68 (54.40%) SQL
3 49 (39.20%) Java
4 39 (31.20%) Scala
5 22 (17.60%) Bash Shell
6 19 (15.20%) R
7 14 (11.20%) Go
8 13 (10.40%) C#
8 13 (10.40%) Ruby
9 10 (8.00%) JavaScript
10 8 (6.40%) PowerShell
11 3 (2.40%) CoffeeScript
11 3 (2.40%) F#
12 2 (1.60%) Java 8
12 2 (1.60%) PHP
13 1 (0.80%) Groovy
13 1 (0.80%) PL/SQL
13 1 (0.80%) Shell Script
Qualifications
1 14 (11.20%) AWS Certification
2 8 (6.40%) Degree
3 5 (4.00%) Security Cleared
4 4 (3.20%) Computer Science Degree
5 3 (2.40%) PhD
5 3 (2.40%) SC Cleared
6 2 (1.60%) Master's Degree
7 1 (0.80%) Sun Certification
Quality Assurance & Compliance
1 3 (2.40%) MiFID
2 2 (1.60%) Data Quality
3 1 (0.80%) ISO/IEC 27001
3 1 (0.80%) QA
System Software
1 30 (24.00%) Docker
2 28 (22.40%) HDFS
3 8 (6.40%) VirtualBox
4 3 (2.40%) Apache ZooKeeper
5 1 (0.80%) Apache Flume
Systems Management
1 29 (23.20%) Prometheus
2 28 (22.40%) Terraform
3 26 (20.80%) Kibana
4 24 (19.20%) logstash
5 23 (18.40%) Ansible
6 20 (16.00%) Grafana
7 18 (14.40%) Opscode Chef
8 17 (13.60%) Docker Swarm
8 17 (13.60%) Kubernetes
9 16 (12.80%) Puppet
10 14 (11.20%) Oozie
10 14 (11.20%) ZABBIX
11 10 (8.00%) Nagios
12 7 (5.60%) Consul
13 5 (4.00%) Hadoop YARN
13 5 (4.00%) Xymon
14 3 (2.40%) Ambari
14 3 (2.40%) Graphite
14 3 (2.40%) Mesos
15 2 (1.60%) Packer
Vendors
1 37 (29.60%) Hortonworks
2 18 (14.40%) Informatica
3 15 (12.00%) Cloudera
4 13 (10.40%) IBM
5 12 (9.60%) Google
5 12 (9.60%) Talend
6 6 (4.80%) Oracle
6 6 (4.80%) Tableau
7 5 (4.00%) Red Hat
8 4 (3.20%) Adobe
8 4 (3.20%) MicroStrategy
8 4 (3.20%) Splunk
9 3 (2.40%) Solace
9 3 (2.40%) TIBCO
10 2 (1.60%) Databricks
11 1 (0.80%) Alteryx
11 1 (0.80%) Atlassian
11 1 (0.80%) MapR